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"text": "The Company believes that this non-U.S. GAAP financial information, in addition to the related U.S. GAAP measures, provides investors greater transparency into the information used by management in its financial and operational decisionmaking, including the determination of dividends. However, because Distributable Earnings is an incomplete measure of the Company's financial performance and involves differences from net income computed in accordance with U.S. GAAP, it should be considered along with, but not as an alternative to, the Company's net income computed in accordance with U.S. GAAP as a measure of the Company's financial performance. In addition, because not all companies use identical calculations, the Company's presentation of Distributable Earnings may not be comparable to other similarly-titled measures of other companies."
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"orig": "ix) any unrealized gains or losses on preferred equity, at fair value",
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"orig": "xi) one-time non-recurring gains or losses, such as gains or losses on discontinued operations, bargain purchase gains, or merger related expenses",
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"orig": "In calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude unrealized gains and losses on MBS acquired by the Company in the secondary market but is not adjusted to exclude unrealized gains and losses on MBS retained by Ready Capital as part of its loan origination businesses, where the Company transfers originated loans into an MBS securitization and the Company retains an interest in the securitization. In calculating Distributable Earnings, the Company does not adjust Net Income (in accordance with U.S. GAAP) to take into account unrealized gains and losses on MBS retained by us as part of the loan origination businesses because the unrealized gains and losses that are generated in the loan origination and securitization process are considered to be a fundamental part of this business and an indicator of the ongoing performance and credit quality of the Company's historical loan originations. In calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude realized gains and losses on certain MBS securities considered to be non-distributable. Certain MBS positions are considered to be non-distributable due to a variety of reasons which may include collateral type, duration, and size.",
"text": "In calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude unrealized gains and losses on MBS acquired by the Company in the secondary market but is not adjusted to exclude unrealized gains and losses on MBS retained by Ready Capital as part of its loan origination businesses, where the Company transfers originated loans into an MBS securitization and the Company retains an interest in the securitization. In calculating Distributable Earnings, the Company does not adjust Net Income (in accordance with U.S. GAAP) to take into account unrealized gains and losses on MBS retained by us as part of the loan origination businesses because the unrealized gains and losses that are generated in the loan origination and securitization process are considered to be a fundamental part of this business and an indicator of the ongoing performance and credit quality of the Company's historical loan originations. In calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude realized gains and losses on certain MBS securities considered to be non-distributable. Certain MBS positions are considered to be non-distributable due to a variety of reasons which may include collateral type, duration, and size."
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"text": "In addition, in calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude unrealized gains or losses on residential MSRs, held at fair value from discontinued operations. In calculating Distributable Earnings, the Company does not exclude realized gains or losses on either commercial MSRs as servicing income is a fundamental part of Ready Capital's business and is an indicator of the ongoing performance."
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"orig": "19 To qualify as a REIT, the Company must distribute to its stockholders each calendar year at least 90% of its REIT taxable income (including certain items of non-cash income), determined without regard to the deduction for dividends paid and excluding net capital gain. There are certain items, including net income generated from the creation of MSRs, that are included in distributable earnings but are not included in the calculation of the current year's taxable income. These differences may result in certain items that are recognized in the current period's calculation of distributable earnings not being included in taxable income, and thus not subject to the REIT dividend distribution requirement until future years.",
"text": "19 To qualify as a REIT, the Company must distribute to its stockholders each calendar year at least 90% of its REIT taxable income (including certain items of non-cash income), determined without regard to the deduction for dividends paid and excluding net capital gain. There are certain items, including net income generated from the creation of MSRs, that are included in distributable earnings but are not included in the calculation of the current year's taxable income. These differences may result in certain items that are recognized in the current period's calculation of distributable earnings not being included in taxable income, and thus not subject to the REIT dividend distribution requirement until future years."
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"orig": "10 . Levered yield reflects the CRE core portfolio through Q1 2026 and performing CRE loans thereafter. Prior periods have not been recast and are not directly comparable.",
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"orig": "14 Refer to the 'Earnings Profile Mapping to Statement of Operations' slide for a description of the relevant income statement line items.",
"text": "14 Refer to the 'Earnings Profile Mapping to Statement of Operations' slide for a description of the relevant income statement line items.",
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"text": "17 . Distributable return on equity from continuing operations before realized losses is an annualized percentage equal to distributable earnings over the average monthly total stockholders' equity for the period before certain charge-offs and losses on sales of real estate owned assets and LMM loans. Refer to the 'Distributable Earnings Reconciliation by Quarter' slide for a reconciliation of GAAP Net Income to Distributable Earnings",
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"text": "19 . Gross yields include interest income, accretion of discount, MSR creation, income from our unconsolidated joint venture, realized gains (losses) on loans held for sale, unrealized gains (losses) on loans held for sale and servicing income net of interest expense and amortization of deferred financing costs on an annualized basis.",
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"
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{
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{
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{
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},
{
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],
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{
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{
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},
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{
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}
],
"captions": [],
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9953676462173462
},
{
"class_name": "icon",
"confidence": 0.003141165478155017
},
{
"class_name": "stamp",
"confidence": 0.00045887622400186956
},
{
"class_name": "other",
"confidence": 0.00036438697134144604
},
{
"class_name": "engineering_drawing",
"confidence": 0.00014220488083083183
},
{
"class_name": "page_thumbnail",
"confidence": 8.59686333569698e-05
},
{
"class_name": "calendar",
"confidence": 6.389815825968981e-05
},
{
"class_name": "full_page_image",
"confidence": 5.746314491261728e-05
},
{
"class_name": "flow_chart",
"confidence": 4.5714979933109134e-05
},
{
"class_name": "photograph",
"confidence": 3.9970243960851803e-05
},
{
"class_name": "chemistry_structure",
"confidence": 3.28457826981321e-05
},
{
"class_name": "signature",
"confidence": 3.098538581980392e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.5608096620999277e-05
},
{
"class_name": "line_chart",
"confidence": 2.3142203644965775e-05
},
{
"class_name": "bar_chart",
"confidence": 2.2322792574414052e-05
},
{
"class_name": "table",
"confidence": 2.1702388039557263e-05
},
{
"class_name": "music",
"confidence": 1.889535997179337e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.8527714928495698e-05
},
{
"class_name": "geographical_map",
"confidence": 1.3593109542853199e-05
},
{
"class_name": "crossword_puzzle",
"confidence": 7.773268407618161e-06
},
{
"class_name": "bar_code",
"confidence": 7.448813903465634e-06
},
{
"class_name": "qr_code",
"confidence": 4.8317178880097345e-06
},
{
"class_name": "scatter_plot",
"confidence": 2.2936621917324373e-06
},
{
"class_name": "topographical_map",
"confidence": 1.4261951264415984e-06
},
{
"class_name": "pie_chart",
"confidence": 1.0244556278848904e-06
},
{
"class_name": "box_plot",
"confidence": 2.8386074291120167e-07
}
]
}
]
},
{
"self_ref": "#/pictures/3",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9971857666969299,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.001911620725877583,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9971857666969299
},
{
"class_name": "icon",
"confidence": 0.001911620725877583
},
{
"class_name": "stamp",
"confidence": 0.00042855957872234285
},
{
"class_name": "other",
"confidence": 0.00014728819951415062
},
{
"class_name": "page_thumbnail",
"confidence": 5.2806211897404864e-05
},
{
"class_name": "engineering_drawing",
"confidence": 4.832161357626319e-05
},
{
"class_name": "calendar",
"confidence": 3.258506330894306e-05
},
{
"class_name": "full_page_image",
"confidence": 3.007823215739336e-05
},
{
"class_name": "flow_chart",
"confidence": 2.4528846552129835e-05
},
{
"class_name": "signature",
"confidence": 2.16618300328264e-05
},
{
"class_name": "photograph",
"confidence": 1.8058515706798062e-05
},
{
"class_name": "table",
"confidence": 1.5545456335530616e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.2790099390258547e-05
},
{
"class_name": "music",
"confidence": 1.13422120193718e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.0108071364811622e-05
},
{
"class_name": "chemistry_structure",
"confidence": 9.92022341961274e-06
},
{
"class_name": "bar_chart",
"confidence": 9.170174962491728e-06
},
{
"class_name": "line_chart",
"confidence": 8.36462731967913e-06
},
{
"class_name": "geographical_map",
"confidence": 7.769064723106567e-06
},
{
"class_name": "bar_code",
"confidence": 4.117914613743778e-06
},
{
"class_name": "qr_code",
"confidence": 3.838596967398189e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.63146227755351e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.1235678130105953e-06
},
{
"class_name": "pie_chart",
"confidence": 4.451917732239963e-07
},
{
"class_name": "topographical_map",
"confidence": 4.2488758822400996e-07
},
{
"class_name": "box_plot",
"confidence": 1.3907374807331507e-07
}
]
}
]
},
{
"self_ref": "#/pictures/4",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9973581433296204,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0013418776215985417,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0007251431234180927,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.00017439163639210165,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9973581433296204
},
{
"class_name": "icon",
"confidence": 0.0013418776215985417
},
{
"class_name": "stamp",
"confidence": 0.0007251431234180927
},
{
"class_name": "other",
"confidence": 0.00017439163639210165
},
{
"class_name": "page_thumbnail",
"confidence": 5.7034441852010787e-05
},
{
"class_name": "engineering_drawing",
"confidence": 5.133395825396292e-05
},
{
"class_name": "calendar",
"confidence": 4.3477706640260294e-05
},
{
"class_name": "signature",
"confidence": 3.984924478572793e-05
},
{
"class_name": "full_page_image",
"confidence": 3.803304207394831e-05
},
{
"class_name": "flow_chart",
"confidence": 3.0264805900515057e-05
},
{
"class_name": "table",
"confidence": 2.136272087227553e-05
},
{
"class_name": "photograph",
"confidence": 1.7445923731429502e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.4908576304151211e-05
},
{
"class_name": "music",
"confidence": 1.4900276255502831e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.2649077689275146e-05
},
{
"class_name": "geographical_map",
"confidence": 1.1979789633187465e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.1918923519260716e-05
},
{
"class_name": "line_chart",
"confidence": 9.38510856940411e-06
},
{
"class_name": "bar_chart",
"confidence": 7.691936843912117e-06
},
{
"class_name": "qr_code",
"confidence": 6.971627499297028e-06
},
{
"class_name": "bar_code",
"confidence": 4.455756425159052e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.7898621485510375e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.5685781136198784e-06
},
{
"class_name": "pie_chart",
"confidence": 5.962287445981929e-07
},
{
"class_name": "topographical_map",
"confidence": 5.912532401453063e-07
},
{
"class_name": "box_plot",
"confidence": 2.1072578704206535e-07
}
]
}
]
},
{
"self_ref": "#/pictures/5",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::LOAN VINTAGE ($ in billions)\nBar chart showing loan vintage by performing and non-performing categories across years.\n\nY-axis: Amount in billions ($)\nX-axis: Year\n\nLegend:\n- Performing: Orange bar\n- Non-performing: Dark blue bar\n\nData:\n- 2020 and prior:\n - Performing: $0.1 billion\n - Non-performing: $0.1 billion\n- 2021:\n - Performing: $0.4 billion\n - Non-performing: $0.3 billion\n- 2022:\n - Performing: $0.7 billion\n - Non-performing: $0.3 billion\n- 2023:\n - Performing: $0.1 billion\n - Non-performing: Not present\n- 2024:\n - Performing: $0.2 billion\n - Non-performing: $0.1 billion\n- 2025:\n - Performing: $0.1 billion\n - Non-performing: Not present\n: bar chart::>"
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"captions": [],
"references": [],
"footnotes": [],
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.9994813799858093
},
{
"class_name": "table",
"confidence": 0.0003289403102826327
},
{
"class_name": "pie_chart",
"confidence": 0.00011114252265542746
},
{
"class_name": "line_chart",
"confidence": 5.651277024298906e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 5.862731086381245e-06
},
{
"class_name": "calendar",
"confidence": 3.3673029520286946e-06
},
{
"class_name": "flow_chart",
"confidence": 3.282799752923893e-06
},
{
"class_name": "full_page_image",
"confidence": 2.791861106743454e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.4034878859092714e-06
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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"confidence": 7.774998778131703e-08
},
{
"class_name": "geographical_map",
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},
{
"class_name": "logo",
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},
{
"class_name": "qr_code",
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},
{
"class_name": "chemistry_structure",
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
"class_name": "crossword_puzzle",
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}
]
}
]
},
{
"self_ref": "#/pictures/8",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
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"class_name": "logo"
},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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"class_name": "photograph"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.2649077689275146e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
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"class_name": "geographical_map"
},
{
"confidence": 1.1918923519260716e-05,
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"class_name": "screenshot_from_manual"
},
{
"confidence": 9.38510856940411e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 6.971627499297028e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 4.455756425159052e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 3.7898621485510375e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.5685781136198784e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 5.962287445981929e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 5.912532401453063e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 2.1072578704206535e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 596.3582763671875,
"t": 580.5561981201172,
"r": 760.827880859375,
"b": 547.4256134033203,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
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}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 165.0,
"height": 34.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9973581433296204
},
{
"class_name": "icon",
"confidence": 0.0013418776215985417
},
{
"class_name": "stamp",
"confidence": 0.0007251431234180927
},
{
"class_name": "other",
"confidence": 0.00017439163639210165
},
{
"class_name": "page_thumbnail",
"confidence": 5.7034441852010787e-05
},
{
"class_name": "engineering_drawing",
"confidence": 5.133395825396292e-05
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
"class_name": "crossword_puzzle",
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{
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},
{
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{
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{
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},
{
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]
}
]
},
{
"self_ref": "#/pictures/10",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\nHISTORICAL LEVERED YIELD\u00b9\u2070\n<::bar chart showing Historical Levered Yield over time:\nY-axis: Percentage from 0% to 12%\nX-axis: Quarters and Years\nData:\n- Q2 2025: 10.9%\n- Q3 2025: 11.0%\n- Q4 2025: 9.6%\n- Q1 2026: 7.0%\n- Q2 2026: 10.1%\n: bar chart::>"
},
"classification": {
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{
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{
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{
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{
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{
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"class_name": "qr_code"
},
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{
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"label": "HISTORICAL LEVERED YIELD\u00b9\u2070"
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6GHHrpz5873vve9P/vZz6SU7373u3fu3Llq1apTTjkF48b7KSXptZEYE4Lj4vlEpP11bvwdDNJgxbjiNo79IFEIXmbbR+k2sTFGgZPl0mtBMLNivJ+vnka/g8SYEBwXz2dCQmvN6y0tLWmtjzjiiKeeeuo973nPo48+atv2IYcc8sorr5x33nnxeJw3IAzDvXv3CiF4I1Sw+psL1o5lJMaMCN+V2XtRTWiFaVrG4suVg2/9DAZpsOw92RvVMWm0wjBJsHO1n7OeuQ8LYxThCRfuu+AqhGRmhQpWf/Nca8eDSIwZEb4rs/eia4Ue8casXr3asiyhteaXaK3vvffe++67T0p53HHHbd68+f7779daB0EQj8cty1q3bt3xxx8vhOCfNB6PR6MRb5AK7K+fJbc/gMSYkPHGraPcDWiFcTImW2V76UoM0mDFQm9JJ85BKwyTDHfatQvl0/diY4xivPHi0cVVhGQGgRraXz9Lbn8AiTEh441bR5f6jEe8MbZtSymF1ppfMhwOK5XKxRdfvGHDhq985SsXX3zxUUcdtWvXrjvvvFNKCezatWvLli2HH344BqmAcopeG4kxITgunk9EWhXqRQzSYMUoNEikicJwQDVDt4mNMQqcLLkaQjKzQgWUkvQ7SIwJwXHxfCYktNb8EqWU7/uWZR122GFPP/10Npudm5u77bbbjj322Oeee27//v0vvvhiJpNZu3YtBqmAcopeG4kxITgunk9EWhXqRQzSYMUoNEikicJwQDVDt4mNMQqcLLkaQjKzQgWUkvQ7SIwJwXHxfCYktNa83u7dux944IEwDE866aR169YFQfDII4+cdNJJu3fvbrVaGzZsOPHEE4UQGKQCyil6bSTGhOC4eD4RaVWoFzFIgxWj0CCRJgrDAdUM3SY2xihwsuRqCMnMChVQStLvIDEmBMfF85mQ0FozdSqgnKLXRmJMCI6L5xORVoV6EYM0WDEKDRJpojAcUM3QbWJjjAInS66GkMysUAGlJP0OEmNCcFw8nwkJrTVTpwLKKXptJMaE4Lh4PhFpVagXMUiDFaPQIJEmCsMB1QzdJjbGKHCy5GoIycwKFVBK0u8gMSYEx8XzmZDQWjN1KqCcotdGYkwIjovnE5FWhXoRgzRYMQoNEmmiMBxQzdBtYmOMAidLroaQzKxQAaUk/Q4SY0JwXDyfCQmtNVOnAsopem0kxoTguHg+EWlVqBcxSIMVo9AgkSYKwwHVDN0mNsYocLLkagjJzAoVUErS7yAxJgTHxfOZkNBaM3UqoJyi10ZiTAiOi+cTkVaFehGDNFgxCg0SaaIwHFDN0G1iY4wCJ0uuhpDMrFABpST9DhJjQnBcPJ8JCa01U6cCyil6bSTGhOC4eD4RaVWoFzFIgxWj0CCRJgrDAdUM3SY2xihwsuRqCMnMChVQStLvIDEmBMfF85mQ0FozdSqgnKLXRmJMCI6L5xORVoV6EYM0WDEKDRJpojAcUM3QbWJjjAInS66GkMysUAGlJP0OEmNCcFw8nwkJrTVTpwLKKXptJMaE4Lh4PhFpVagXMUiDFaPQIJEmCsMB1QzdJjbGKHCy5GoIycwKFVBK0u8gMSYEx8XzmZDQWjN1KqCcotdGYkwIjovnE5FWhXoRgzRYMQoNEmmiMBxQzdBtYmOMAidLroaQzKxQAaUk/Q4SY0JwXDyfCQmtNVOnAsopem0kxoTguHg+EWlVqBcxSIMVo9AgkSYKwwHVDN0mNsYocLLkagjJzAoVUErS7yAxJgTHxfOZkNBaM3UqoJyi10ZiTAiOi+cTkVaFehGDNFgxCg0SaaIwHFDN0G1iY4wCJ0uuhpDMrFABpST9DhJjQnBcPJ8JCa01U6cCyil6bSTGhOC4eD4RaVWoFzFIgxWj0CCRJgrDAdUM3SY2xihwsuRqCEkUwr3s24nAsLl1WKuIggooJel3kBgTguPi+UxIaK2ZOhVQTtFrIzEmBMfF84lIq0K9iEEarBiFBok0URgOqGboNrExRoGTJVdDSKLws29xbZE4xmiwY/yWT+JDREEFlJL0O0iMCcFx8XwmJLTWTJ0KKKfotZEYE4Lj4vlEpFWhXsQgDVaMQoNEmigMB1QzdJvYGKPAyZKrISRRWN7GNy8njjEabJvLv8v8AlFQAaUk/Q4SY0JwXDyfCQmtNVOnAsopem0kxoTguHg+EWlVqBcxSIMVo9AgkSYKwwHVDN0mNsYocLLkaghJFJarLOaJY4wGO05+ifkFoqACSkn6HSTGhOC4eD4TElprpk4FlFP02kiMCcFx8Xwi0qpQL2KQBitGoUEiTRSGA6oZuk1sjFHgZMnVEJIoLFdZzBPHGA12nPwS8wtEQQWUkvQ7SIwJwXHxfCYktNZMnQoop+i1kRgTguPi+USkVaFexCANVoxCg0SaKAwHVDN0m9gYo8DJkqshJFFYrrKYJ44xGuw4+SXmF4iCCigl6XeQGBOC4+L5TEhorZk6FVBO0WsjMSYEx8XziUirQr2IQRqsGIUGiTRRGA6oZug2sTFGgZMlV0NIorBcZTFPHGM02HHyS8wvEAUVUErS7yAxJgTHxfOZkNBaM3UqoJyi10ZiTAiOi+cTkVaFehGDNFgxCg0SaaIwHFDN0G1iY4wCJ0uuhpBEYbnKYp44xmiw4+SXmF8gCiqglKTfQWJMCI6L5zMhobVm6lRAOUWvjcSYEBwXzycirQr1IgZpsGIUGiTSRGE4oJqh28TGGAVOllwNIYnCcpXFPHGM0WDHyS8xv0AUVEApSb+DxJgQHBfPZ0JCa83UqYByil4biTEhOC6eT0RaFepFDNJgxSg0SKSJwnBANUO3iY0xCpwsuRpCEoXlKot54hijwY6TX2J+gSiogFKSfgeJMSE4Lp7PhITWmqlTAeUUvTYSY0JwXDyfiLQq1IsYpMGKUWiQSBOF4YBqhm4TG2MUOFlyNYQkCstVFvPEMUaDHSe/xPwCUVABpST9DhJjQnBcPJ8JCa01U6cCyil6bSTGhOC4eD4RaVWoFzFIgxWj0CCRJgrDAdUM3SY2xihwsuRqCEkUlqss5oljjAY7Tn6J+QWioAJKSfodJMaE4Lh4PhMSWmumTgWUU/TaSIwJwXHxfCLSqlAvYpAGK0ahQSJNFIYDqhm6TWyMUeBkydUQkigsV1nME8cYDXac/BLzC0RBBZSS9DtIjAnBcfF8JiS01kydCiin6LWRGBOC4+L5RKRVoV7EIA1WjEKDRJooDAdUM3Sb2BijwMmSqyEkUViuspgnjjEa7Dj5JeYXiIIKKCXpd5AYE4Lj4vlMSGitmToVUE7RayMxJgTHxfOJSKtCvYhBGqwYhQaJNFEYDqhm6DaxMUaBkyVXQ0iisFxlMU8cYzTYcfJLzC8QBRVQStLvIDEmBMfF85mQ0Frzj7zwwgu7d+8+5phjbNt+9tlngaOPPno0Gu3atevII48UQmCWCiin6LWRGBOC4+L5RKRVoV7EIA1WjEKDRJooDAdUM3Sb2BijwMmSqyEkUViuspgnjjEa7Dj5JeYXiIIKKCXpd5AYE4Lj4vlMSGiteb1HHnnk3nvvPeigg9asWXPyySffddddQoizzjrr5Zdffv75588++2whBGapgHKKXhuJMSE4Lp5PRFoV6kUM0mDFKDRIpInCcEA1Q7eJjTEKnCy5GkISheUqi3niGKPBjpNfYn6BKKiAUpJ+B4kxITguns+EhNaaX6KU+ta3vnX88cevW7du3759QRBs377dtu25ubmXXnrpzDPPPOKII3gDRqPRvn37eCOEYDScq55r7VhGYkzI6N1b9l18HeMRaMyyVtmd8sG3fgaDNFixvZfcqN5+DuMQs4TF8KW5Gy6xnrkPC2MUo3e7+y64CmmhNWbZB9vLVx1c/xQxjNFgx/defJ16x/mMhpglBKPhXPVca8cyEmNCRidu2Xfx9agQNG/A3NycZVlCa80v2bNnT7lcXr16dSwWO+aYYz7wgQ98//vfl1IefvjhUsoTTjjhkEMOWb16Nf8cpVQYhkII3ggVxK/+oOh3kBgTMt64df8l1ws9xjQtpNWpxJY+jUEarFjoLY2PTaPHGCYIdsVqrnz6XmyMUaiNF40uqiIkpmlhWQ9ui13/28QxRoMdDy+9USU2C60wTgXxq84W2x9AYkzIeOPW/dnrBWPemFgsJqUUWmt+yZ49e0ql0pYtW4466qhrrrnmkksuWbt27d69e++4445Vq1b1+/1Vq1Zt3bp1bm4Og8b7KSXptZEYE4Lj4vlEpP11bvwdDNJgxbjiNo79IFEIXmbbR+k2sTFGgZPl0mtBEIUHv8k3LyOOMRrsOJffQuJcojDez1dPo99BYkwIjovnMyGhteaXjMfjb33rW+94xzuOOeaYm2+++dJLLz388MPvv//+0Wi0c+fODRs2PProo5s3b16/fj0GqYByil4biTEhOC6eT0RaFepFDNJgxSg0SKSJwnBANUO3iY0xCpwsuRpCEoXlKot54hijwY6TX2J+gSiogFKSfgeJMSE4Lp7PhITWmtd7/vnnb7vttuFweNpppzmOEwTBXXfddfrpp2/fvv2ee+7ZsGFDOp2OxWIYpALKKXptJMaE4Lh4PhFpVbixiAILBK9RHGDxOhoUB1ggYAwKBFggQHGABRqsGIUGiTRRGA6oZug2sTFGgZMlV0NIorBcZTFPHGM02HHyS8wvEAUVUErS7yAxJgTHxfOZkNBa808aj8ej0SgejwPD4TAej0spMUsFlFM820aAxWsUaLBA8DpjGIMEyQFjUGCB5IARWCAgBMfF84nIT77Cjz7Hewr8rMZLj7NiDCddzNx6WmX0mH8whrXzvOcTjEe0Kwye46iTef8n2dWlVWLfHt57OeFeHvo2K6wYhQaJNFEYDqhm6DaxMUaBkyVXQ0iisFxlMU8cYzTYcfJLzC8QBRVQStLvIDEmBMfF85mQ0FozdSrgqx9gz0sc+lZ2PIAKEYINm1h1KDs6DF9B8JoxrE1w+Dw7n2DXLxBwxDtZ77C9za6nkRZHJ9n5OLt3MALHxfOJyMM3Mh5xwlau+QhP/JD4QbzrArb8Ldt/yrYMY4WAMRyynmyVQ96GtHjh59z4KT76JcYh6xzu/gLP3Y9b4fb/m6ebCLBiFBok0kRhOKCaodvExhgFTpZcDSGJwnKVxTxxjNFgx8kvMb9AFFRAKUm/g8SYEBwXz2dCQmvN1I32Ur2QU3+PubdQu5jdL3FKkQ/9ObE5HruJ7/4J+15CwBjm05z/1xx6NINfcMsf8OJjbP0yBx3Ovp34V7B+E+f+J27+XV58HAWOi+cTkeAV9r3EqkP51sU8fgenXME5nyN2ML37+abLWCFAwQkf5WPXcP1lxA9hy//g+ss540957Du860IevoFVh3Lo21n6P0CzwopRaJBIE4XhgGqGbhMbYxQ4WXI1hCQKy1UW88QxRoMdJ7/E/AJRUAGlJP0OEmNCcFw8nwkJrTVTNw556VHWHk/vJ2zLYB/E5bfyzN08+h0uuoqbf5cHakiw4lzyTeJruOUPufDv2LuDe/6KzV+g+Zd88N/hX8Gpn+Glx7nrL7EgBMfF84nIozfxwDWc/1dc93GeuJ23pxCSM/4Vq9awbQtjhQAFH/gUm/8zV6WJr+Gym7jpX7LmaE66lHAvf/8V3v9JbvvX7PgZ4/2ssGIUGiTSRGE4oJqh28TGGAVOllwNIYnCcpXFPHGM0WDHyS8xv0AUVEApSb+DxJgQHBfPZ0JCa83Uac19X2LNMRx6NNecz9rjuXyJ2z7Lw3U+/fe0ytz+HxEQP4SPf4ddj/PtT+H+De88D7/IuZ9nzw4OPoKf/A3v+xT+Jxg8jwUKHBfPJyL3/w2PLXFhies8nrwdDRIuvZZVa9i2hbFCgIJTP83C/8NVHyK+hstu5ubP8PNv87b3sed5Nl3O6g30f4Lj0fspP/o8aj9X3EYiTRSGA6oZuk1sjFHgZMnVEJIoLFdZzBPHGA12nPwS8wtEQQWUkvQ7SLOWWtoAACAASURBVIwJwXHxfCYktNZM3WjIVz/A+6/k7WfwjfPYsAnvRr77Rzy2xL/4CT+v0fgz/sHZ/4ZTP8MjN/KuLQiLr53FYQnescATDd77O7z0CM8/yFtO5iGf3kNscvF8IvKTL/PYzWz9Ktd5PHk7AqTkkm+xag3btjBWaFBwco6tX+aaj7JqDbka11/GI99jDG95J1v+lvv+mtSf8GSDjR/je3/K0z/kEz8kkSYKwwHVDN0mNsYocLLkaghJFJarLOaJY4wGO05+ifkFoqACSkn6HSTGhOC4eD4TElprpm40pJzk/VdydJJvnMfa47l8icZnefgGfrfDT7/KDz7HCgkHH86mPIcew/qTWO9QOYuXdzCC487gg/+eztc57Q/Y+wKjgOsLvOt8Pl4nIj/5Mk98l4uuYvFinrgNAVLi+aw6lK+fw8FHcv6XeOh6+i0u+w67nsRaxUGHs3gRg2cQgoXPY89x738lW+VnNU4u8P3P8uRtfOKHJNJEYTigmqHbxMYYBU6WXA0hicJylcU8cYzRYMfJLzG/QBRUQClJv4PEmBAcF89nQkJrzdSNhpSTnPJpjk7xjY9g2Vz+PZ7/GU/exoe/SL1I76cc+0Eev4WNl/LW97O8jYUv8MqzXJ9nPMJaxdYv89yP2bOD93+K5Ws45feons/bP8hlNxGRv/8qP/0KH/iX3PNX7HiQFVKQ+hNiB/Ojz3PwkXz4izx2M8vX8q6PkPo/0Yrmf+HJ2xGw5q0s/AX3/jd6Lc78V5z4MZ5/kMafsf8Vrvg+iTRRGA6oZug2sTFGgZMlV0NIorBcZTFPHGM02HHyS8wvEAUVUEryXIcVFggOUDAGCRb/MwUabA4YgwIBNgcoECAhBMfF85mQ0FozdaMh5STv+QRvPZXaJex5ifcW2PwXxOZ4+Nss/REnbOWjX+Ka81l1GO7fEZtjV5el3+e5n6LhuAXO/DP8T3DwkVxYAsn2Nt/5DCdm8OpEpFXBL6LABsFrRhxgg4YRSLBAgQUaNEgOsA9m1aHs3cFYIwRr3sa+F9k/xI5RaJBIE4XhgGqGbhMbYxQ4WXI1hCQKy1UW88QxRoMdJ7/E/AJRUAFffi9jxcYcnat4+Tlsm5Mu5a2n8tgtPNkAzT/QoOD4zazbSPvvGO7l2BQnX8H2Nq2vMR7xgd/lpcd48jZG4Lh4PhMSWmumTgWUU+x4CFsSDkEzhjVvIX4Iu55iPMKysVYx2ocaM3cEq9cz+AXhXgRoWH8S1ir6P2XFBoe1x/HUHbyyi00unk9EWhXqRd4gzQGC12jQIHnNGAQHWDEKDRJpojAcUM3QbWJjjAInS66GkERhucpinjjGaLDj5JeYXyAK4T5u/CSnXMlR7+PqBZ5pc/rv8aE/Z+cTHPp2vvNpHrkZiwOEzTs+zJb/znAn3zgPFZKtsmc7R72f7/4RwwEf/X+55ffZ/iAKHBfPZ0JCa83UqYByiufaSBC8RoMGAYIDNAgO0KBBgOA1GjRIDhiDBgkjcFw8n4i0KtSLGKTBilFokEgTheGAaoZuExs0jEGDBYLX0aBAgMUBY1BggeQABQIkr1HgZMnVEJIoLFdZzBPHGA12nPwS8wtEYazY9QT2wegx1S28+CiX3cxwJzd9mit+wLNNbvo9BIzhhC2c/99YdRgvPUr1AqwYns9PK7z3E9z317ztNMI93P4fkBCC4+L5TEhorZk6FVBO0WsjMSYEx8XziUirQr2IQRqsGIUGiTRRGA6oZug2sUBKNpxMfDXbH2D4CpLXjOHgw9hwMsHL7HgArTn0aI46hRcf4sVHkYK3nsruHoNnEBygwMmSqyEkUViuspgnjjEa7Dj5JeYXiIIeU78SexVn/2u2Zdjd44rbeeoH3PJH5G8GyTe3Mh6x4qj3ET+Eky/nqPezbQvDAed+nvlz2LuDB6q8r8h3rmT3dkYBChwXz2dCQmvN1KmAcopeG4kxITgunk9EWhXqRQzSYMUoNEikicJwQDVDt4klOPP/4rTfJ3Yw3R9w8x+w93kEjOHwec7/K95+Jlpxx+foXM3WL3PI2xjto/4p4oew5W+59U/otZEcoMDJkqshJFFYrrKYJ44xGuw4+SXmF4iCCvibTRxzFgufZ9tH2bOdT9zOE7fy3T/mspuwYlQvQIUIGIOGrf+dt36A6gXsfpGD17DhZF5+ltP/mOGAfS/wrgt48vvc9UXevZWP38iEhNaaqVMB5RS9NhJjQnBcPJ+ItCrUixikwYpRaJBIE4XhgGqGJ5tsOJ7fvp17v8T2Fh+r8qPP0fwSFoxh839iU55tGY77CPE1PHwDF32dO/+Csz7LrX/K/LnEDubWP0PyGgVOllwNIYnCcpXFPHGM0WDHyS8xv0AUVMCX38fRp3Pu59iWYdcTFBq8+BD1T/Pbt7Ory7cLaBAgQMOW/8FbT6F6AXteREAIx76fzf+Ze/4L6X/Pz69j02VcfxlrjyO/xISE1pqpUwHlFL02EmNCcFw8n4i0KtSLGKTBilFokEgTheGAaoYnmhz7AfK38J1P8vSdFO/m2Xvxi6CRMS6rs/ot/OJu9r/CPX+JGvFb17P3Rda8leZ/5ZQr+d4f03sICywOUOBkydUQkigsV1nME8cYDXac/BLzC0RBBXz5fbz9bD78Bb7xYZ5tcf4XcT7OozexMcetf8JTd7D5C7S/xiPfRcKFJd52Kld/mD0vIMCK89G/5uVf8LNFsov8tMT7r+TbeQ6fJ7/EhITWmqlTAeUUvTYSY0JwXDyfiLQq1IsYpMGKUWiQSBOF4YBqhiebrD6M37qW+BpeeIhNeX5Ww7+C8Rh7FVfcxnqH1td4xwIvPop/Bes38a6tPH0H7zwfNE98l6NP54nv8dxPEKDAyZKrISRRWK6ymCeOMRrsOPkl5heIggr4yinMbeDkj3PnF3ipy5r1fPDfsuFknvw+zS+y5m186M/pXM1jDSScciVr38Gdf0HwChrWb+Tsz3L7v+Pl5/jQfyDxIX5xF9//t7zrfD5eZ0JCa83UqYByil4biTEhOC6eT0RaFepFDNJgxSg0SKSJwnBANUO3iQXrN3LSbyFjnHQpT9/BjVeiIC65/HvYB/OVszjrD0j9Mdecz47HGMPbTuT8L/HTEqf9IbufZW4d1/4W+3YyBidLroaQRGG5ymKeOMZosOPkl5hfIAoqoJTkuQ4abBCgYQy2xUhhgYYRWCA5QMEYYrwmfgj2HHt3oMGyWX0Ue7YzDNnk4vlMSGitmToVUE7RayMxJgTHxfOJSKtCvYhBGqwYhQaJNFEYDqhm6DaZO5TNX+ClR3j5Wc7/a37wWR6+iePOo9vg1D/klH/BjZ/E+TgbNlG9gFe2IyQf+SLBKzx9B+f8R5p/yYf+nG99jJ1PMgYnS66GkERhucpinjjGaLDj5JeYXyAKKqCUpN9B8joaBP88DRokB2jQIGAEjovnMyGhtWbqVEA5Ra+NxJgQHBfPJyKtCvUiBmmwYhQaJNJEYTigmqHbxLb54L/htD9AKx69iVv+iLedRu5b1D7GS4/j/h1vO439u/n+v2Z5Ea15yybO/xJLv8/+3Vz0daw4e7bj/zb79zAGJ0uuhpBEYbnKYp44xmiw4+SXmF8gCiqglKTfQWJMCI6L5zMhobVm6lRAOUWvjcSYEBwXzycirQr1IgZpsGIUGiTSRGE4oJqh28TmgEPfjrQZdBlrLAvrIEZDxgorzuEJhrvY/TwSNKx9B6vfwrP3MIYjjuMtJ/NMk93bEaDAyZKrISRRWK6ymCeOMRrsOPkl5heIggooJel3kBgTguPi+UxIaK2ZOhVQTtFrIzEmBMfF84lIq0K9iEEarBiFBok0URgOqGboNrE5QHOA4DUaBAdo0CBA8BoNGiQHaBiDBMEBCpwsuRpCEoXlKot54hijwY6TX2J+gSiogFKSfgeJMSE4Lp7PhITWmqlTAeUUvTYSY0JwXDyfiLQq1IsYpMGKUWiQSBOF4YBqhm4TG2MUOFlyNYQkCstVFvPEMUaDHSe/xPwCUVABpST9DhJjQnBcPJ8JCa01U6cCyil6bSTGhOC4eD4RaVWoFzFIgxWj0CCRJgrDAdUM3SY2xihwsuRqCEkUlqss5oljjAY7Tn6J+QWioAJKSfodJMaE4Lh4PhMSWmumTgWUU/TaSIwJwXHxfCLSqlAvYpAGK0ahQSJNFIYDqhm6TWyMUeBkydUQkigsV1nME8cYDXac/BLzC0RBBZSS9DtIjAnBcfF8JiS01kydCiin6LWRGBOC4+L5RKRVoV7EIA1WjEKDRJooDAdUM3Sb2BijwMmSqyEkUViuspgnjjEa7Dj5JeYXiIIKKCXpd5AYE4Lj4vlMSGitmToVUE7RayMxJgTHxfOJSKtCvYhBGqwYhQaJNFEYDqhm6DaxMUaBkyVXQ0iisFxlMU8cYzTYcfJLzC8QBRVQStLvIDEmBMfF85mQ0Frz/0NrLYQYjUaAbduAUsqyLIxTAeUUvTYSY0JwXDyfiLQq1IsYpMGKUWiQSBOF4YBqhm4TG2MUOFlyNYQkCstVFvPEMUaDHSe/xPwCUVABpST9DhJjQnBcPJ8JCa01/8hoNLrllls2bdq0fv36W2+9Fdi8efPu3buffPLJM844QwiBWeP9lJL02kiMCcFx8Xwi0v46N/4OBmmwYlxxG8d+kCgEL7Pto3Sb2BijwMly6bUgiMKD3+SblxHHGA12nMtvIXEuURjv56un0e8gMSYEx8XzmZDQWvOP/PjHP67VasViUQjx+OOPx2KxdevWvfDCC8cff/w73/lO3oAwDPft2yeE4I1QwVz1XGvHMhJjRoxO2LL3oprQCtO0jMUe+NrBt34GgzRY9t5L6uqYNFphmCTYOXfDJdYz92FhjCJ894XDC65GSEzTVjz24DUH1z9FDGM02orv+9h1o/kPCxVinArmqudYOx5EYsyI0Qlb9l50rdAj3pi5uTnLsoTWmtd79tln77nnnj179iSTybVr195xxx22bR9xxBFhGKbT6Xg8zhswHo/DMOQNUkHsqrPl9geQGBMy3rg1vOTbaIVxMibb5djSpzFIgxXb792sjz0HrTBMMtwZu9aVv7gXC2MU440XhxdtQ0iMk3G5fHXs279NDGM02PH9OV+/4yOMQ4xTQeyqs+X2B5AYEzLeuDXM3cB4xBsTi8WklEJrzS/Zu3fvddddt2nTpp///OfHHXdcMpl85plnlFIPP/zwQQcdtH379vXr16fTacuyMGgcUErRayMxJgTHxfOJSKtCvYhBGqwYhQaJNFEYDqhm6DaxMUaBk+XSa0EQheUqi/n/rz34C27qThB8/z1HR8c2xrGB8CdgWiJAEjgkQ0JaagwRHQEOauA07SittNZMj7K1W3Xr1jxM1d2tvW/7cudxb9Xu0+7YvU6gUauVTnIQRHRiIJghgjQhsqIkZIDEQIhl8ycIjK3jo6Pf7eRuajI1Uztx3d+57p3i80FHGgGaTjJPMIoXGjZ/E6JSQkUaBwyThMUMKUIIvuOrr7568803a7XaxYsXV6xY8Ytf/KKtrW1kZOTChQvT09OLFi26dOnS1q1bFy5ciESuTX+Y0WFUpHHAMElYeKQ4QC6FRAJ8fnoHCUTwQq1KOsZIAQ1pXDB6iGdRVLxQTpNJoiONAE0nmScYxQuuTV+ISgkVaRwwTBIWM6QIIfin5HK5Rx555NFHH3Uc56233nr66aevXr16/vx5Xdd37tzZ2tqKRK5Nf5jRYVSkccAwSVh4pDhALoVEAnx+egcJRPBCrUo6xkgBDWlcMHqIZ1FUvFBOk0miQwMEf8/H3xPQAAE+UECAy9c0vtYAAT7+BwGaTjJPMIoXXJu+EJUSKtI4YJgkLGZIEULwT6nX6+o3HMf56quvFi1a1Gg0vvjii/ZvIJdr0x9mdBgVaRwwTBIWHikOkEshkQCfn95BAhG8UKuSjjFSQEMaF4we4lkUFS+U02SS6AodQVrmIxr8ketw6wKuzR8J8GksegKfn7ES01PoLSzfhDPFtdM0XOatoLmDygf8vwRoOsk8wShecG36QlRKqEjjgGGSsJghRQjBrHNt+sOMDqMijQOGScLCI8UBcikkEuDz0ztIIIIXalXSMUYKaEjjgtFDPIui4oVymkySZo0d/4VHTBp1VI3Jm/xmF7evoIJQ2PTvCf0lqsZHv+Wt/4On/y3GL1AU/vav+bvD/HSAyvuc/s+ofE2AppPME4ziBdemL0SlhIo0DhgmCYsZUoQQzDrXpj/M6DAq0jhgmCQsPFIcIJdCIgE+P72DBCJ4oVYlHWOkgIY0Lhg9xLMoKl4op8kk0RUWP0HrElrmEf1rLrzJ7/+KhsMfzV/Jn5/g3H+jepnt/4lXn+epf8P1T5j3MHev8dlRNv17Dv4Fd8dR+ZoATSeZJxjFC65NX4hKCRVpHDBMEhYzpAghmHWuTX+Y0WFUpHHAMElYeKQ4QC6FRAJ8fnoHCUTwQq1KOsZIAQ1pXDB6iGdRVLxQTpNJokMDXNj8V6xLku3h9lVUcGHVdp7P8NqLVL9g79uc+I+0LWP5ZvwtfHiAh57iWoEzffhABQUEaDrJPMEoXnBt+kJUSqhI44BhkrCYIUUIwaxzbfrDjA6jIo0DhknCwiPFAXIpJBLg89M7SCCCF2pV0jFGCmhI44LRQzyLouKFcppMEh0a0PEDXswx/DKn/hMaX3NhzU8x/zvZ57n7JXsHOf1/U/zvPPkSkzeZnmD9Lzn5f/GDZ/jqIhfepG7zR5pOMk8wihdcm74QlRIq0jhgmCQsZkgRQjDrXJv+MKPDqEjjgGGSsPBIcYBcCokE+Pz0DhKI4IValXSMkQIa0rhg9BDPoqh4oZwmk0QHF55IEv1rDuzg+nlUqIOAR7YT/y2vvsCdq/z5cU78R977bwjQ4Gf7uPYeSzbQNJf2IMf+AxcHUUHTSeYJRvGCa9MXolJCRRoHDJOExQwpQghmnWvTH2Z0GBVpHDBMEhYeKQ6QSyGRAJ+f3kECEbxQq5KOMVJAQxoXjB7iWRQVL5TTZJLoIBRi/4Ul69m3lbqN1sTD3Ux8yb1x/uIUn2S5c43N/ycZkysFBDy6k6f/d478JWY/7/9X1r/ER7/h/X5U0HSSeYJRvODa9IWolFCRxgHDJGExQ4oQglnn2vSHGR1GRRoHDJOEhUeKA+RSSCTA56d3kEAEL9SqpGOMFNCQxgWjh3gWRcUL5TSZJH5QffSkce5x8CUagrkP8uJhrg7x5r9j81/R9e9Q/ZT2cfQ/UJ9Gb2Xnf+XKEO//DbH/zJIn8fk58pdcfQ8VNJ1knmAUL7g2fSEqJVSkccAwSVjMkCKEYNa5Nv1hRodRkcYBwyRh4ZHiALkUEgnw+ekdJBDBC7Uq6RgjBTSkccHoIZ5FUfFCOU0mic7XtBZEA9fmawr+ZhoN6jZ/9MAyfDq3RxCCP2pq46ENjJ6lNkFzO4FnqF5hrIQCAjSdZJ5gFC+4Nn0hKiVUpHHAMElYzJAihGDWuTb9YUaHUZHGAcMkYeGR4gC5FBIJ8PnpHSQQwQu1KukYIwU0pHHB6CGeRVHxQjlNJonO1wRfU/gfBF9T+JoAASp/rwEKKCCgAQqofE2AppPME4ziBdemL0SlhIo0DhgmCYsZUoQQzDrXpj/M6DAq0jhgmCQsPFIcIJdCIgE+P72DBCJ4oVYlHWOkgIY0Lhg9xLMoKl4op8kk0ZFGgKaTzBOM4gXXpi9EpYSKNA4YJgmLGVKEEMw616Y/zOgwKtI4YJgkLDxSHCCXQiIBPj+9gwQieKFWJR1jpICGNC4YPcSzKCpeKKfJJNGRRoCmk8wTjOIF16YvRKWEijQOGCYJixlShBDMOtemP8zoMCrSOGCYJCw8Uhwgl0IiAT4/vYMEInihViUdY6SAhjQuGD3EsygqXiinySTRkUaAppPME4ziBdemL0SlhIo0DhgmCYsZUoQQzDrXpj/M6DAq0jhgmCQsPFIcIJdCIgE+P72DBCJ4oVYlHWOkgIY0Lhg9xLMoKl4op8kk0ZFGgKaTzBOM4gXXpi9EpYSKNA4YJgmLGVKEEMw616Y/zOgwKtI4YJgkLDxSHCCXQiIBPj+9gwQieKFWJR1jpICGNC4YPcSzKCpeKKfJJNGRRoCmk8wTjOIF16YvRKWEijQOGCYJixlShBDMOtemP8zoMCrSOGCYJCw8Uhwgl0IiAT4/vYMEInihViUdY6SAhjQuGD3EsygqXiinySTRkUaAppPME4ziBdemL0SlhIo0DhgmCYsZUoQQzDrXpj/M6DAq0jhgmCQsPFIcIJdCIgE+P72DBCJ4oVYlHWOkgIY0Lhg9xLMoKl4op8kk0ZFGgKaTzBOM4gXXpi9EpYSKNA4YJgmLGVKEEMw616Y/zOgwKtI4YJgkLDxSHCCXQiIBPj+9gwQieKFWJR1jpICGNC4YPcSzKCpeKKfJJNGRRoCmk8wTjOIF16YvRKWEijQOGCYJixlShBDMOtemP8zoMCrSOGCYJCw8Uhwgl0IiAT4/vYMEInihViUdY6SAhjQuGD3EsygqXiinySTRkUaAppPME4ziBdemL0SlhIo0DhgmCYsZUoQQzDrXpj/M6DAq0jhgmCQsPFIcIJdCIgE+P72DBCJ4oVYlHWOkgIY0Lhg9xLMoKl4op8kk0ZFGgKaTzBOM4gXXpi9EpYSKNA4YJgmLGVKEEMw616Y/zOgwKtI4YJgkLDxSHCCXQiIBPj+9gwQieKFWJR1jpICGNC4YPcSzKCpeKKfJJNGRRoCmk8wTjOIF16YvRKWEijQOGCYJixlShBDMOtemP8zoMCrSOGCYJCw8Uhwgl0IiAT4/vYMEInihViUdY6SAhjQuGD3EsygqXiinySTRkUaAppPME4ziBdemL0SlhIo0DhgmCYsZUoQQzDrXpj/M6DAq0jhgmCQsPFIcIJdCIgE+P72DBCJ4oVYlHWOkgIY0Lhg9xLMoKl4op8kk0ZFGgKaTzBOM4gXXpi9EpYSKNA4YJgmLGVKEEMw616Y/zOgwKtI4YJgkLDxSHCCXQiIBPj+9gwQieKFWJR1jpICGNC4YPcSzKCpeKKfJJNGRRoCmk8wTjOIF16YvRKWEijQOGCYJixlShBDMOtemP8zoMCrSOGCYJCw8Uhwgl0IiAT4/vYMEInihViUdY6SAhjQuGD3EsygqXiinySTRkUaAppPME4ziBdemL0SlhIo0DhgmCYsZUoQQzDrXpj/M6DAq0jhgmCQsPFIcIJdCIgE+P72DBCJ4oVYlHWOkgIY0Lhg9xLMoKl4op8kk0ZFGgKaTzBOM4gXXpi9EpYSKNA4YJgmLGVKEEPwjX375peM4nZ2dPp/v2rVrwLJly+r1+u3btxcsWKAoCnK5Nv1hRodRkcYBwyRh4ZHiALkUEgnw+ekdJBDBC7Uq6RgjBTSkccHoIZ5FUfFCOU0miY40AjSdZJ5gFC+4Nn0hKiVUpHHAMElYzJAihOAfOnXq1MWLF3Vdnzdv3rp16959911FUTZt2nTnzp3r169v3rxZURTkcm36w4wOoyKNA4ZJwsIjxQFyKSQS4PPTO0ggghdqVdIxRgpoSOOC0UM8i6LihXKaTBIdaQRoOsk8wShecG36QlRKqEjjgGGSsJghRQjBdzQajZMnT65Zs0bX9Uwms2bNmqmpKZ/PN2fOnFu3bnV1dc2fP5/voV6vT01N8X0oilK3W9I/9o2XUZHGof7oT6b2/I5GHQRy+Zr8H/6q+a3/DYkE+PxTz+fqy7fQcJBL8Sn2Vy2v9/iuvoeGNC71R82pna+g+hACufzNWnlfy8F/jR9pBGj61J7X6iu6qdeQS1GVeq0l/WPfeBkVaRzqj/5k6mev4Tog+B7mzJnj8/kUIQT/lOPHj1+/fn379u0nTpxQFKWjo0NV1UceeWTu3Lmtra38c1zXdRyH78m1m/ZHlEoJFWkc3Md2Os+/hmggnaL6Si/7j/xbJBLg80///M3GDyKIBpIp2Lf1V3+qXjmDhjQu7mM/dX56AEVFOsXn+zjtf+2X6EgjQNOn41YjsBXhIp1rN+17Rhn7EBVpHNzHdjrPv4Zo8P3ouq6qqiKE4B+q1+vHjx+vVCo/+9nP5s6dW6/XJycnh4aGmpqaKpVKU1PTrl275syZg0SNafpCjA6jIo0DhknCwiPDL3PwL5BIgM/P3qP84Bm8YN/hwA5GCmhI44LRwwuvgoIXPvoNv/kFOtII0HT+1RECz+KFxjR/80MqJVSkccAwSVjMkCKE4DuEEEeOHLl8+bJpmm1tba2traqqnj17tl6vf/XVV4sWLbpw4cLWrVsXLlyIRK5Nf5jRYVSkccAwSVh4pDhALoVEAnx+egcJRPBCrUo6xkgBDWlcMHqIZ1FUvFBOk0miI40ATSeZJxjFC65NX4hKCRVpHDBMEhYzpAgh+A7btg8ePDg2Nubz+RYsWLBz505d10+ePPmjH/1obGzs9OnTixYtikQifr8fiVyb/jCjw6hI44BhkrDwSHGAXAqJBPj89A4SiOCFWpV0jJECGtK4YPQQz6KoeKGcJpNERxoBmk4yTzCKF1ybvhCVEirSOGCYJCxmSBFC8D/VaDTq9bqu60CtVtN1XVVV5HJt+sOMDqMijQOGScLCI8UBcikkEuDz0ztIIIIXalXSMUYKaEjjgtFDPIui4oVymkwSHWkEaDrJPMEoXnBt+kJUSqhI44BhkrCYIUUIwaxzbfrDjA6jIo0DhknCwiPFAXIpJBLg89M7SCCCF2pV0jFGCmhI44LRQzyLouKFcppMEh1pBGg6yTzBKF5wbfpCVEqoSOOAYZKwmCFFCMGsc236w4wOoyKNA4ZJwsIjxQFyKSQS4PPTO0ggghdqVdIxRgpoSOOC0UM8i6LihXKaTBIdaQRoOsk8wShecG36QlRKqEjjgGGSsJghRQjBrHNt+sOMDqMijQOGScLCI8UBcikkXwpqZwAAF7FJREFUEuDz0ztIIIIXalXSMUYKaEjjgtFDPIui4oVymkwSHWkEaDrJPMEoXnBt+kJUSqhI44BhkrCYIUUIwaxzbfrDjA6jIo0DhknCwiPFAXIpJBLg89M7SCCCF2pV0jFGCmhI44LRQzyLouKFcppMEh1pBGg6yTzBKF5wbfpCVEqoSOOAYZKwmCFFCMGsc236w4wOoyKNA4ZJwsIjxQFyKSQS4PPTO0ggghdqVdIxRgpoSOOC0UM8i6LihXKaTBIdaQRoOsk8wShecG36QlRKqEjjgGGSsJghRQjBrHNt+sOMDqMijQOGScLCI8UBcikkEuDz0ztIIIIXalXSMUYKaEjjgtFDPIui4oVymkwSHWkEaDrJPMEoXnBt+kJUSqhI44BhkrCYIUUIwaxzbfrDjA6jIo0DhknCwiPFAXIpJBLg89M7SCCCF2pV0jFGCmhI44LRQzyLouKFcppMEh1pBGg6yTzBKF5wbfpCVEqoSOOAYZKwmCFFCMGsc236w4wOoyKNA4ZJwsIjxQFyKSQS4PPTO0ggghdqVdIxRgpoSOOC0UM8i6LihXKaTBIdaQRoOsk8wShecG36QlRKqEjjgGGSsJghRQjBrHNt+sOMDqMijQOGScLCI8UBcikkEuDz0ztIIIIXalXSMUYKaEjjgtFDPIui4oVymkwSHWkEaDrJPMEoXnBt+kJUSqhI44BhkrCYIUUIwaxzbfrDjA6jIo0DhknCwiPFAXIpJBLg89M7SCCCF2pV0jFGCmhI44LRQzyLouKFcppMEh1pBGg6yTzBKF5wbfpCVEqoSOOAYZKwmCFFCMGsc236w4wOoyKNA4ZJwsIjxQFyKSQS4PPTO0ggghdqVdIxRgpoSOOC0UM8i6LihXKaTBIdaQRoOsk8wShecG36QlRKqEjjgGGSsJghRQjBrHNt+sOMDqMijQOGScLCI8UBcikkEuDz0ztIIIIXalXSMUYKaEjjgtFDPIui4oVymkwSHWkEaDrJPMEoXnBt+kJUSqhI44BhkrCYIUUIwaxzbfrDjA6jIo0DhknCwiPFAXIpJBLg89M7SCCCF2pV0jFGCmhI44LRQzyLouKFcppMEh1pBGg6yTzBKF5wbfpCVEqoSOOAYZKwmCFFCMGsc236w4wOoyKNA4ZJwsIjxQFyKSQS4PPTO0ggghdqVdIxRgpoSOOC0UM8i6LihXKaTBIdaQRoOsk8wShecG36QlRKqEjjgGGSsJghRQjBrHNt+sOMDqMijQOGScLCI8UBcikkEuDz0ztIIIIXalXSMUYKaEjjgtFDPIui4oVymkwSHWkEaDrJPMEoXnBt+kJUSqhI44BhkrCYIUUIwaxzbfrDjA6jIo0DhknCwiPFAXIpJBLg89M7SCCCF2pV0jFGCmhI44LRQzyLouKFcppMEh1pBGg6yTzBKF5wbfpCVEqoSOOAYZKwmCFFCMGsc236w4wOoyKNA4ZJwsIjxQFyKSQS4PPTO0ggghdqVdIxRgpoSOOC0UM8i6LihXKaTBIdaQRoOsk8wShecG36QlRKqEjjgGGSsJghRQjBrHNt+sOMDqMijQOGScLCI8UBcikkEuDz0ztIIIIXalXSMUYKaEjjgtFDPIui4oVymkwSHWkEaDrJPMEoXnBt+kJUSqhI44BhkrCYIUUIwaxzbfrDjA6jIo0DhknCwiPFAXIpJBLg89M7SCCCF2pV0jFGCmhI44LRQzyLouKFcppMEh1pBGg6yTzBKF5wbfpCVEqoSOOAYZKwmCFFCMGsc236w4wOoyKNA4ZJwsIjxQFyKSQS4PPTO0ggghdqVdIxRgpoSOOC0UM8i6LihXKaTBIdaQRoOsk8wShecG36QlRKqEjjgGGSsJghRQjBrHNt+sOMDqMijQOGScLCI8UBcikkEuDz0ztIIIIXalXSMUYKaEjjgtFDPIui4oVymkwSHWkEaDrJPMEoXnBt+kJUSqhI44BhkrCYIUUIwaxzbfrDjA6jIo0DhknCwiPFAXIpJBLg89M7SCCCF2pV0jFGCmhI44LRQzyLouKFcppMEh1pBGg6yTzBKF5wbfpCVEqoSOOAYZKwmCFFCMGsc236w4wOoyKNA4ZJwsIjxQFyKSQS4PPTO0ggghdqVdIxRgpoSOOC0UM8i6LihXKaTBIdaQRoOsk8wShecG36QlRKqEjjgGGSsJghRQjBrHNt+sOMDqMijQOGScLCI8UBcikkEuDz0ztIIIIXalXSMUYKaEjjgtFDPIui4oVymkwSHWkEaDrJPMEoXnBt+kJUSqhI44BhkrCYIUUIwaxzbfrDjA6jIo0DhknCwiPFAXIpJBLg89M7SCCCF2pV0jFGCmhI44LRQzyLouKFcppMEh1pBGg6yTzBKF5wbfpCVEqoSOOAYZKwmCFFCME/0viGpmlAvV4HNE0DXNf1+XxI59r0hxkdRkUaBwyThIVHigPkUkgkwOend5BABC/UqqRjjBTQkMYFo4d4FkXFC+U0mSQ60gjQdJJ5glG84Nr0haiUUJHGAcMkYTFDihCCf+jGjRsnTpyYnp7euHHjwoUL3377bWDr1q0TExOff/75xo0bFUVBrsY0fSFGh1GRxgHDJGHhkeIAuRQSCfBp7D3KDyJ4wb7DgR2MFNCQxgWjhxdeBQUvfJTmN0l0pBGg+flXRwhE8UJjmr/5IZUSKtI4YJgkLGZIEULwHUKI119//cEHH+zo6BgeHl67du34+LjP53vwwQdv3LixatWqhx9+mO+h0WjU63W+H6Uxrb68WamUUJHGQazZ5T7/OxDIp6ilV9T8v0EiAarf/UVeLH8GBJIpil1Vf2sqV06jIY2LWLPH3ZNGUZBPUT/OqL/7c3SkEeDT3cRB8YNnQSCb0phWBzYpYx+iIo2DWLPLff53IPgeFEXRNE35IyEE3zE1NZVOp3fv3t3e3r5///6nnnrqs88+UxRl/vz5juNEIhFd1/kePv/88zfffFPTNL4HBbGw9nf+xiQoSKLQmPR13GpaCQL51Dn16/OmryKVgJvNq2y1DQSSKSr1BfYl3Z0AFWnElK/jVtMKPCBQ59RvLpj+XKAij4Cbzats9QFoIJuCWFj7O39jEhQkUWhM+jpuNa0EwT9HCOHz+UzTXLx4sSKE4DsmJyd/85vf7N69u729fd++fTt37qx/49NPP21ubh4bG1u4cGEkEvH5fPxPTU5Ojo+PK4rC9yMUn0BBKgWhCBdvCFShqMimChcE3hCKT6AglYJQhIs3BIpQfMimCFdB4A2h+AQKUikIRbh8P4qiLF68uKmpSRFC8B31ej2dTm/atGnevHmvvvrqiy++2NbWNjIycuHChenp6UWLFl26dGnr1q0LFy7kvvvu+xOmCCH4h8rl8t/+7d+qqrpmzZrNmzfX6/W33nrr6aefvnr16vnz53Vd37lzZ2trK/fdd9+fMEUIwT9y+/Zt13UXLFgAOI7z1VdfLVq0qNFofPHFF+3f4L777vvTpgghuO+++/7FUYQQ3Hffff/iKEII7rvvvn9xFCEEfwIuX7587969pUuXdnR0ALVa7dq1ax0dHQsWLOBbN2/evH379rJly5qbm+v1+rVr19ra2ubPnw+Mj4/fu3dv2bJluq7fuXOnWq0qijJ//vw5c+bgjZs3b1Yqlfb29s7OTqDRaFy7ds3v9y9ZsoRv1Wq1a9eudXR0LFiwABgbG3McZ9myZYqiTExMjI2NPfjgg+3t7bZt37x5s16vz507d/78+Xjm5s2blUqlvb29s7OTb1Wr1ebm5qamJr5Rq9WuXbvW0dGxYMECYGxszHGcZcuWKYoyMTExNjb24IMPtre327Z98+bNer0+d+7c+fPn441arXb58mVVVQOBgK7rfGNiYsLv9zc1NfENIcQXX3yhKMrSpUtVVZ2YmLh+/fpDDz3U3Nzsuu4XX3zh9/uXLl0KTExMjI+PL1myZM6cOXjm8uXL9+7dW7p0aUdHB1Cr1a5du9bR0bFgwQK+dfPmzdu3by9btqy5ubler1+7dq2trW3+/PnA+Pj4vXv3li1bpuu667pXr15tbW1duHAhM6cIIZhVjuMcOXLkxo0bHR0d4+PjkUhk+fLllmU1NTXduXNny5YtK1euBC5cuDA0NNTR0eE4zo4dO/7whz+MjY3V6/Vt27bdunXr/fffb21t1TQtFosdPnx4YmKipaUlFAqtWLECDxSLxdOnTy9evPjWrVtLly7t7u4eGhr68ssvAcMw1q9fD1Sr1UOHDjU1Nd25cycajdq2ffr0aUVRVq1a9eijjx48ePCBBx6YmJjo7u6uVCqnT5/u6OgIBoMbN27EG8Vi8fTp04sXL75169bSpUu7u7t9Pt/169cPHDiwZ8+eQCAAVKvVQ4cONTU13blzJxqN2rZ9+vRpRVFWrVr16KOPHjx48IEHHpiYmOju7q5UKqdPn+7o6AgGgxs3bsQDN27csCxr7ty5Qoipqak9e/Z0dHR88cUXlmXt2rUrGAwCQojBwcGxsTFFUTo7Ox9//PHf//73Qgi/379jx4533nnn3r1709PTjz322MqVK48cOdLS0jI9Pb1r1665c+cim+M4R44cuXHjRkdHx/j4eCQSWb58uWVZTU1Nd+7c2bJly8qVK4ELFy4MDQ11dHQ4jrNjx44//OEPY2Nj9Xp927Ztt27dev/991tbWzVN6+7uHhoampqaunv3biQSefjhh5khRQjBrCoWi2fPnk0mk3PmzPnkk0/eeeedbdu2jY+Pd3V1HTt2bHJycvfu3cC5c+daW1tXr179yiuvrFq16tKlSy+88EKxWLxx48aSJUsWLVq0ZMmSl19++cc//vHQ0NATTzyxbNmyzs5OPHDnzp1XXnklFoutXLny7t27+/fv7+rqajQaq1evLpVKX3755fPPP68oypdffvnZZ59t2rTp+PHjd+/enZqaeuqpp+bNm5fL5Z5++umpqalwOHzw4MH29va7d++6rrt27dpAIKDrOh64c+fOK6+8EovFVq5ceffu3f3792/ZsmX16tWWZV24cOHnP//5ypUrgS+//PKzzz7btGnT8ePH7969OzU19dRTT82bNy+Xyz399NNTU1PhcPjgwYPt7e137951XXft2rWBQEDXdWQTQrz66qsdHR1bt24FDh8+3Gg0tm7deujQoUuXLr344osrV64Epqen33333fXr109MTPz+979fsWJFrVbr7u7OZDKPPPLIvXv3fvSjH125cqVQKCxevBhYu3btrVu3Vq5c2dbWhmzFYvHs2bPJZHLOnDmffPLJO++8s23btvHx8a6urmPHjk1OTu7evRs4d+5ca2vr6tWrX3nllVWrVl26dOmFF14oFos3btxYsmTJokWLlixZsm/fvjVr1ly+fHnz5s3VanXBggXLli1jhhQhBLPq8OHDuq5v374dqNVqv/rVr0zT7OzsvH37djab3bx585o1a/jWRx99dObMmfXr158/fz6ZTJ4/f/7cuXPJZBI4c+bMhQsXNm3adPDgwR/84AeVSuXZZ5997LHHkO3SpUtHjx5NpVJ+vx/I5XLNzc3bt28vl8sHDx788Y9/3NXVxbdu37796quvPvnkkx9++OHOnTvb29v37du3e/fuRYsWjY2NvfHGG9u2bSsUCkC9Xl+8ePGOHTsURUG2S5cuHT16NJVK+f1+IJfLtbS0tLe3T05OXr9+fcOGDStWrOBbt2/ffvXVV5988skPP/xw586d7e3t+/bt271796JFi8bGxt54441t27YVCgWgXq8vXrx4x44diqIg1dTU1Msvv7xz587ly5cDly5dOnr06N69e1VVff311zds2LB69Wq+I5fL+Xw+RVEeeOCBTZs2HTx4cOHChRs3bqzX66+99tqiRYtGR0dv3rw5f/58Xdd/8pOfzJkzB9kOHz6s6/r27duBWq32q1/9yjTNzs7O27dvZ7PZzZs3r1mzhm999NFHZ86cWb9+/fnz55PJ5Pnz58+dO5dMJoEzZ85cunQpGAwODQ2tWLFicnJy27Zty5cvZ4YUIQSz6u23356amjJN03XdycnJl19+OZFIALlczjCMcDjMt86dO/f+++/v2rVrenp6aGho7969H3/8cblcjsfjhULh008//elPf/rAAw/UarW2trbTp09fuXLl5z//ObJduXLl0KFDqVSqubkZeO211+bPn79x40afz3fhwoV33333l7/8pd/vB8bGxg4fPrxu3br169fv379/165d7e3t+/bt6+npuXfvXj6f7+rqWrduXbVabWtru3nzZjabfemll5qbm5HtypUrhw4dSqVSzc3NwBtvvOE4ztWrV9esWfPxxx8bhrFjxw5FUYCxsbHDhw+vW7du/fr1+/fv37VrV3t7+759+3p6eu7du5fP57u6utatW1etVtva2m7evJnNZl966aXm5makmp6eHhgYePbZZ1evXt1oND755JPTp0+nUilVVQ8cOPDDH/5w9erVfKNWq7311lvT09O7d+8+ceJES0vLM8888/rrry9fvnzt2rW5XK61tTUWix04cKCzszMSiaTT6Q0bNqxZswbZ3n777ampKdM0XdednJx8+eWXE4kEkMvlDMMIh8N869y5c++///6uXbump6eHhob27t378ccfl8vleDxeKBQ+/fTTn/3sZ5999tm5c+deeuml06dPX79+fc+ePcyQIoRgVl29etWyrO7u7mvXrp09e3bJkiXd3d2ZTObxxx/fsGGDruvNzc3ABx98cOzYsd27dy9dutS27ddff/25554rl8tNTU26rp87d27Pnj0LFiwYHx8/d+7c1q1bT5065fP5duzYgWyO4xw4cKCzs3Pp0qUnTpyYmJiIx+MffPDBn/3Zn01PTw8NDaVSKb/ff+PGjV//+tdPPPHEhg0bdF0/dOhQZ2fnvHnzzpw5s2nTJsuyurq61q1bB7z11lvr16+3bfvdd9/du3evruvI5jjOgQMHOjs7ly5deuLEiYmJiT179ty5c2dycvLkyZNPPvnkc889pyjKjRs3fv3rXz/xxBMbNmzQdf3QoUOdnZ3z5s07c+bMpk2bLMvq6upat24d8NZbb61fv9627XfffXfv3r26riPb0NDQpUuXtm/ffvLkyUuXLkWj0a6urkajsX///nA4/OijjwKu6/7ud7+bnJzctWvXnDlzzp8/f+HChWefffbQoUObN28+c+ZMU1PTtm3bWlpaCoXCxMTEM888Y1nWli1bVqxYgWxXr161LKu7u/vatWtnz55dsmRJd3d3JpN5/PHHN2zYoOt6c3Mz8MEHHxw7dmz37t1Lly61bfv1119/7rnnyuVyU1OTruvnzp3bs2fP/Pnzx8fHjx8/vmfPnrNnz6qqun37dmZIEUIw2y5evHjq1KmJiQlN0xYuXLhixYpTp075/f5GoxEKhTZs2AAcPXr0o48+ampq0nV9165dY2NjZ86cmTdv3tatW0+ePPn555/rut7S0rJjx44PP/zw8uXL8+bN2759+9y5c/FAtVo9duxYpVIBWlpaIpFIrVY7c+aMz+fr6upatWoVcPHixSNHjvj9ftd1N27cGAgE8vm84zjPPvvs3bt3jx492tLS0mg0tmzZIoR47733fD7f5s2bV6xYgTeq1eqxY8cqlQrQ3Ny8ZcuWhx9+GCgUCqtWrVq4cCFw8eLFI0eO+P1+13U3btwYCATy+bzjOM8+++zdu3ePHj3a0tLSaDS2bNkihHjvvfd8Pt/mzZtXrFiBBxqNxqlTp86fP+84jqZpa9as2bRpk6Iop06dWrly5UMPPQRMTk7+9re/nZqaUhTloYceeu655955552rV6+uXbv2kUceOXjw4PT0NLBq1aqNGzceP378+vXrjzzySFdXl6qqeODixYunTp2amJjQNG3hwoUrVqw4deqU3+9vNBqhUGjDhg3A0aNHP/roo6amJl3Xd+3aNTY2dubMmXnz5m3duvXkyZOff/65rustLS2maV68eLFUKrW3t3d3d7e1tTFDihCCPyXVarW1tVXTNP4/EEIoisL/L2zbnp6ebmtr438dtm1PT0+3tbXxv46vvvqqvb1dVVX+OUIIRVGYbdVqtbW1VdM0Zsn/Axugr3hNGswUAAAAAElFTkSuQmCC"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.9996459484100342
},
{
"class_name": "table",
"confidence": 0.00034363713348284364
},
{
"class_name": "screenshot_from_computer",
"confidence": 3.719256483236677e-06
},
{
"class_name": "line_chart",
"confidence": 3.4851025247917278e-06
},
{
"class_name": "pie_chart",
"confidence": 2.2025192265573423e-06
},
{
"class_name": "other",
"confidence": 3.8029398297112493e-07
},
{
"class_name": "calendar",
"confidence": 3.207525196557981e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.799932931589865e-07
},
{
"class_name": "flow_chart",
"confidence": 7.442240956834212e-08
},
{
"class_name": "full_page_image",
"confidence": 3.433571649225087e-08
},
{
"class_name": "engineering_drawing",
"confidence": 3.408560900197699e-08
},
{
"class_name": "geographical_map",
"confidence": 3.126034187062032e-08
},
{
"class_name": "page_thumbnail",
"confidence": 2.120306596964383e-08
},
{
"class_name": "logo",
"confidence": 1.1776908337424175e-08
},
{
"class_name": "qr_code",
"confidence": 7.805603274846362e-09
},
{
"class_name": "scatter_plot",
"confidence": 7.062542994873411e-09
},
{
"class_name": "box_plot",
"confidence": 4.826011146263909e-09
},
{
"class_name": "chemistry_structure",
"confidence": 1.3043850444205418e-09
},
{
"class_name": "icon",
"confidence": 1.2276607508354687e-09
},
{
"class_name": "bar_code",
"confidence": 1.1542378164364209e-09
},
{
"class_name": "topographical_map",
"confidence": 6.998349122433467e-10
},
{
"class_name": "stamp",
"confidence": 6.667409957472614e-10
},
{
"class_name": "music",
"confidence": 6.170651767334334e-10
},
{
"class_name": "signature",
"confidence": 4.3521256043455026e-10
},
{
"class_name": "photograph",
"confidence": 3.3248068187496926e-10
},
{
"class_name": "crossword_puzzle",
"confidence": 6.751457726217325e-11
}
]
}
]
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9973581433296204
},
{
"class_name": "icon",
"confidence": 0.0013418776215985417
},
{
"class_name": "stamp",
"confidence": 0.0007251431234180927
},
{
"class_name": "other",
"confidence": 0.00017439163639210165
},
{
"class_name": "page_thumbnail",
"confidence": 5.7034441852010787e-05
},
{
"class_name": "engineering_drawing",
"confidence": 5.133395825396292e-05
},
{
"class_name": "calendar",
"confidence": 4.3477706640260294e-05
},
{
"class_name": "signature",
"confidence": 3.984924478572793e-05
},
{
"class_name": "full_page_image",
"confidence": 3.803304207394831e-05
},
{
"class_name": "flow_chart",
"confidence": 3.0264805900515057e-05
},
{
"class_name": "table",
"confidence": 2.136272087227553e-05
},
{
"class_name": "photograph",
"confidence": 1.7445923731429502e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.4908576304151211e-05
},
{
"class_name": "music",
"confidence": 1.4900276255502831e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.2649077689275146e-05
},
{
"class_name": "geographical_map",
"confidence": 1.1979789633187465e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.1918923519260716e-05
},
{
"class_name": "line_chart",
"confidence": 9.38510856940411e-06
},
{
"class_name": "bar_chart",
"confidence": 7.691936843912117e-06
},
{
"class_name": "qr_code",
"confidence": 6.971627499297028e-06
},
{
"class_name": "bar_code",
"confidence": 4.455756425159052e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.7898621485510375e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.5685781136198784e-06
},
{
"class_name": "pie_chart",
"confidence": 5.962287445981929e-07
},
{
"class_name": "topographical_map",
"confidence": 5.912532401453063e-07
},
{
"class_name": "box_plot",
"confidence": 2.1072578704206535e-07
}
]
}
]
},
{
"self_ref": "#/pictures/12",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::MTM LTV DISTRIBUTION\n: bar chart\n\nY-axis (vertical): $\n $0\n $100\n $200\n $300\n $400\n\nX-axis (horizontal):\n <60%: $48\n 60%-70%: $207\n 70%-80%: $203\n 80%-90%: $35\n 90%-100%: $353: chart::>"
},
"classification": {
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.9981775283813477
},
{
"class_name": "table",
"confidence": 0.0014432716416195035
},
{
"class_name": "line_chart",
"confidence": 0.0001181572733912617
},
{
"class_name": "full_page_image",
"confidence": 8.203957986552268e-05
},
{
"class_name": "calendar",
"confidence": 6.804355507483706e-05
},
{
"class_name": "pie_chart",
"confidence": 4.820218964596279e-05
},
{
"class_name": "flow_chart",
"confidence": 2.270708318974357e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.2262888958503027e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 6.953388037800323e-06
},
{
"class_name": "other",
"confidence": 5.090915237815352e-06
},
{
"class_name": "engineering_drawing",
"confidence": 4.18621493736282e-06
},
{
"class_name": "page_thumbnail",
"confidence": 3.939349426218541e-06
},
{
"class_name": "geographical_map",
"confidence": 2.212262870671111e-06
},
{
"class_name": "box_plot",
"confidence": 2.0296549791964935e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.0408296020614216e-06
},
{
"class_name": "qr_code",
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"
},
"annotations": [
{
"kind": "classification",
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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},
{
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},
{
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}
]
}
]
},
{
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"parent": {
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},
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"meta": {
"classification": {
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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"class_name": "screenshot_from_manual"
},
{
"confidence": 9.38510856940411e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 7.691936843912117e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 6.971627499297028e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 4.455756425159052e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 3.7898621485510375e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.5685781136198784e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 5.962287445981929e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 5.912532401453063e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 2.1072578704206535e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 7,
"bbox": {
"l": 596.3436279296875,
"t": 580.5417213439941,
"r": 760.8846435546875,
"b": 547.483642578125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
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]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 165.0,
"height": 34.0
},
"uri": 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oQCJGQF27RsnjYzxW6aIjx/MXv4qPETRr/wcI/uANZteX3nzl1vbV0fWyMGkJ2792x+bceqjPQmjRIJaohQK1EffvJZ6pz5i+am3tmlM4CL2Tljp0y/lHMpZdL4AX37aECoRQQQVPMFAk88/ULzJklzUmcogUCDqKIhFIBQhCgpLCkZM3lqu9ZtkyeMBvDBkWPzFi1duXBuh/ZtAeQXXB01eUZ+fl5cTISmQFvFJSVNmzebM31a/Tq1AExKme3xetdnLlNCEiLiDwSGvzCubetWyRPHANCkEjn22eepaekZ89M63XoLgGmz5l+5krt2xZKwMCcgF7Oyxk2dOXRQ/4F9+xBaqABQ8E8CAhCSACxSiQYVtGbIA3FA2XVFjrhqgGaoJMuMqM+gJ3TtJ1vdW0NXf7RKLjqbPhAqvkQdNGq30iU5ygxT4bVCFQWGLQp2J/3Fhj1alKIIqERwPZLT09KzL+c+8+SwDZu3FRYXp06Z2OGWNk6Hg5qiZOeuvRkrM19dv84d5gQpAEm73VYrPl6JEiWbt+1YvXHTX/58R634eCXIysk9euyzudMn9+nZA8DOPXs3vfbmqoz0pkmJIDWgQIh6a8+769ZvXJaR3r51S2qKkgXLMk+cPLlm2aLa8fGoQkDwTyGtJ06b6SuvWLNiic1QBCACEJpQSkjCEjGPfvrZizPSOt7SrnHjJFiWt8K/e++7Tz8xeOzIZ5UgP//qyBenRUdFdrr1FiukRaR+3TpdOt1WMz4W1BA1KWW2x+tdn7lMCQANKH8gMHzk+HatWkydOIYgoEDOX7py174DfR560O1wQKlTP54+c/pM5pIFnTu2B3AhO2vclNShg/oP6tsbJETwG+IXAhIQkgA0IbAIRV9x+dm/hTX5s4YVvPyts2EX+gtD+d8bCX8Sf7kuuazqtqW/hP4iW3QzqzjL8nvN2q1C+T9KsMysf5u/4Kxoba/bvvyno8oZ5U5oTwBiCK5HgtNnzS8tL8tcsujUD2dfTEm99647Jo0brZSQUEp27tq7NDPzyMH9LrsN19FaK6WKS7zjp8+8kpNXq1ZcSFNpbTPVhZy8ti2bL02f43DYd+7eu2nbG5mLFzRplAhqCADlCwQmp8wuLi5avXxxTGQENUXJ8rXrT3z9Tebi9BpRUfgjm1/f8dLLGzety2zTqrkmKFCkiJSVlRuGcjntGpI6P+PYp58n1E/QVhACU5nFXk8wFHhj4/qY6Mj8/PxRE5N79uj+1OOP4TrUIRGBGJNSZnu83vWZy5QA0IDyBwLDR45v16rl1IljAAJyJa/g6dETbKYZEeGmJgHDUBcuZD/0YPdpk0YL5EJ21rgpqUMG9R/ctzd+j6SIaFKJCElU0aRAAwyWlv/0N3ejPwUristPvhPTdYTv7OGKo8sjBrxknfug4h8bYx7fUH7indCFY2GPLAt8+brvyo/xw7YUfrhCKoqjBqwp/+GgoRHRfmDZuY9UeA1nnQ6wKIoiCtexyBmz53tKS1ctmm/azLd371u8at2ksSMHPtKT1CLqrXf2LFu9+siB/S6HDdchtYj6+PMT02enpSVPbd++rUUtgCnqvQ+Prlu/adXi9PZtW721e/err+1Ys2xxUoP6qFZaUbnl9R1bX3tj0rjRgx7tTRKgiFqxZv3xr79elZEeGxONP3IxK2vk5OlxsbHzZk5pUK8eqhUUlSxZsapWXNz4MSNzrlwZ8dyowQP69X24Ny0tCoYYp77/Ydqcucnjx/Tq8UBefsGoick9H7xv+BNDQEAAEACJKiIyMWWWx1v68qolphL8Qvx+//CRE9q1bjF14lhUe/OvezZt3Z4+a1qTxkmWhggE3PrGzl3v7t+5bWN8jRrns7LHT5nxxJBBAx7uid+zLOvUt9+VeEqbNW0kJAGQQdDQDAaLfrJF1FWOKCIEHaQ4WXE1UHDWXq9DIOtY4PThiD8/W35sTeDCp+5HM5F/2l90OeLuMaGiHOqQo3ZbaksUAAPQwaKLcEbb3PEARQz8E2GR02bP9XpLVy9ZYJqGZeklqze8+957C9Nmdu3SGcCOd/bMzVj6/NNPOUxTgxBFzQi3q0/PB91ud0raguyLWZvWrnC6XAABAVDs8fQf8tRDPbpPGv3823v2rFjzSq8H7o+Niw1aLC0p+vLk11mXcoYMHPDCM0/ZTYP4hYgszXzpxMlvVi9dGBsTjT9AQI78/fM56YvspurV44EGdetfLby2/9Dh/PyryRPH93mo+yvb3nj7r7teWpGRlJiI3/iDoZETpihD1ixZWFzieW7s5F4P3j/if4aSFBFUIyAgIOOTZ3q83lcylxuG4Bfi9/uffH5cu9Ytp00eB6CsrHzslOk1YmIy5qUqEfzmux9OvzBh6qgRTw4e0Pd8VvbYydMSGzZo37a1pTUgAIW4p9ud9evV3bh5C5XZvFlTIQlAkxSgouDqe2nhHfq7E7sUf7rSXrOVu3kvf95XyhllxiTBKlMwtXJpXwEry8zIRBgh6iCUG6EKf963jrgWllXu+WRdRIdBtrjGBbumhrfp6W75IAABQAFAgVBrzcyXN5ZVVE6dMFoZhgBer2d+xnIxbDMmj4+IcH9w5OPM9ZsMEVATQhFaVs24GovSUg1DpcyZf+9d3fr37aU1RUgoCITW+s2vnz59JmP+7E8++8e6zduDvkqLhEi405aUmPRgjwduv/UWm6FIEJBqr7351+/OnEmeMCY6MgJ/hBqi8O0PP+7YtefTvx8v9hRHut0dO3QYOmhAx/ZtA37fguWZ4e6IcaOeNQ0hRUFDCBjv7j+w7/1DKS9OiooIn7tw6Z13dOnb+yEQ1TQEVUiIqMWr1paXV8ycMtFQAgEggUAgNX1xs0ZJw4cNAXDm7E8ZK9c+/tjAe+78E7SGAAJQAsHg3MWrwuzmlIlj8gquZqxYnXXpMrRFUahCCq3xo5//c9c79r57wFNW1qZlCyEJwNIaUKJCKM5CWCzEVnJ0qaN2a3vz7p4dTxm12kTfO97zXgo1onrOD+Z9w8Jse/Oegexj5cfWRfScK4Yjf/uo2N4zzdotSz9a4e74mK1uR+25IK5oOGoItQiFBmFpUQarIGBZIGymIaIAiCBkWX5/wOmwK6VClhWyLCWC37OZJslAMGi326UKfiUQgtBkwO93OBxa65ClRVCFhAhsNpsSQRWS+IWIkAyFLE1tM20iEBH8P0gAFBFNlFdUVFZWupxOl8tlGgqAtqxAMGSYhs00CYIiIISkEAz4A6ZpKsMIBoKGoUzDxP9FCKqQIBAKBgExTUMEIkIIyEAwKCI20wRgWVYwZDkcdoVqgl9QIAgGQ5YVcjgcJIMhCyCuQ8I0DUOpQCBYxeVyCkkAFjV9xeUnXnW17KPimjJYZgCiwggrmPu5csQY0fWK3nxWJBTdO6N857PB80ddT/4VgbKKg+nhfTPtCZ18OccdtduLu4ZY5TpkiRkmQOnJN201GtobdVPQoAi0higoCG76/4YkABEhKSQBaMAqv1zyfnrk7c+YtVt497+ozLDw7mm6LNcqOm+v31mMcPqvklocEZWfvKSvfOW4d4qKbYaKa8oVp5XdKjwrFaVmvfaBrGNlRzMjuk+z1elQfGSxrWbziHYDAGpAQYMCKBH81yGJ64gI/kuQBEBSqpAEqCuLYdqpTMBGCZV+vMowzfAuz5cfW1b5ybrIYa+ZNZpUfLHeVq+DvXkfBIrFVyYRdaySy/6vtqp6tzgadyvd8Uyw5FL0U29bxXmlJ7ZGdH3GVrMtQhWAQqhCzDAqO5QSUiAQwU03gpBEyFe4tZ+j3WNhtw1FyGeV5hnOcNgjRdn9Px30nTkUfteoUM63ge392PrR8IfXVByeZeWcDOuzJOTN828brNo9Gt5vXeXXb4UqrkV2HSO2SFpluqyAzmibI9Zf9LNnX7K70xPOVn0UtIAUJRDcdCMISehg2ccLzYQ/OxvfHbxyyvPOGMftT7pue0oCZdqbbUTUFEesVZLtP/6KkdDJiL/Ft/1hK/cb+4DN9sbd/F9sUQkdbM0eUgxp70UYbiOygXXtbNnu8ZLUNfLe5FBZfuXx7fYmd9nrdxIIBAQUbroxhCQATQuAwLCu/ujdP8XRYbDrlsfKvtwa+GhhWLdJzs5P05tvlWYZ8S0Mw1X+w55A4bnwDsOMiDq66LRmyIhrpQvPl78zAu664X3XMeCtPJCsGnQJv2O0hhJqiCYMEQVAcNMNIyQBWJoCCAhaVqBUbG5lmt7jrwYPz3PdM8XV6YmKA8n8bo9xb4qz07O66AzK84w6t4eKLwX3PBvyV9j7bTBs7vI3h0l4XXe/l1R4TcvnMQ0TppuoogUglFTBTTeSkARArQENUYRSApIgGarQxeclpiEg3l0jcGq344HZ9raDy3c8w4JT9j7pZt3OFa/305W+sCHb7Yl36uKzUE6JrK8AiAkCIFGFAoEIAMFNN5KQBEBqLQCUogZAEFAUKIiGVpYECk6FCr5zNvlLyJOnt/VWxZdD981w3j3dn31EBYL2pLvFHkGBgNCK0CKoogEBRAAowU03npAEQBK/Eg0qVNMiihoAIb8ACDBYHvp6q1Vwxnb7M0ZcawACkBoQAAISAkAAogoBBSEAwa8EN904/wd273rVzcItkQAAAABJRU5ErkJggg=="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9973581433296204
},
{
"class_name": "icon",
"confidence": 0.0013418776215985417
},
{
"class_name": "stamp",
"confidence": 0.0007251431234180927
},
{
"class_name": "other",
"confidence": 0.00017439163639210165
},
{
"class_name": "page_thumbnail",
"confidence": 5.7034441852010787e-05
},
{
"class_name": "engineering_drawing",
"confidence": 5.133395825396292e-05
},
{
"class_name": "calendar",
"confidence": 4.3477706640260294e-05
},
{
"class_name": "signature",
"confidence": 3.984924478572793e-05
},
{
"class_name": "full_page_image",
"confidence": 3.803304207394831e-05
},
{
"class_name": "flow_chart",
"confidence": 3.0264805900515057e-05
},
{
"class_name": "table",
"confidence": 2.136272087227553e-05
},
{
"class_name": "photograph",
"confidence": 1.7445923731429502e-05
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9993528723716736
},
{
"class_name": "bar_chart",
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},
{
"class_name": "icon",
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},
{
"class_name": "flow_chart",
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},
{
"class_name": "calendar",
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},
{
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},
{
"class_name": "logo",
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},
{
"class_name": "table",
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},
{
"class_name": "line_chart",
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},
{
"class_name": "geographical_map",
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},
{
"class_name": "engineering_drawing",
"confidence": 4.827153134101536e-06
},
{
"class_name": "scatter_plot",
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},
{
"class_name": "music",
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},
{
"class_name": "full_page_image",
"confidence": 9.68899598774442e-07
},
{
"class_name": "photograph",
"confidence": 8.400206752412487e-07
},
{
"class_name": "screenshot_from_computer",
"confidence": 8.075026016740594e-07
},
{
"class_name": "chemistry_structure",
"confidence": 5.423431161943881e-07
},
{
"class_name": "page_thumbnail",
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},
{
"class_name": "topographical_map",
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},
{
"class_name": "screenshot_from_manual",
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},
{
"class_name": "signature",
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},
{
"class_name": "stamp",
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},
{
"class_name": "crossword_puzzle",
"confidence": 9.167205661242406e-08
},
{
"class_name": "bar_code",
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},
{
"class_name": "box_plot",
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},
{
"class_name": "qr_code",
"confidence": 5.40646682978263e-09
}
]
}
]
},
{
"self_ref": "#/pictures/16",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\nQUARTERLY REO MIGRATION (in thousands)\n<::Bar chart showing Quarterly REO Migration (in thousands).\nY-axis represents values from 500,000 to 700,000.\nX-axis categories and their corresponding values are:\n- Beginning Balance: 625,503 (orange bar)\n- REO acquired via foreclosure/capitalized costs: 25,062 (orange bar)\n- Liquidations: (59,898) (dark blue bar)\n- Depreciation/Impairment: (2,529) (dark blue bar)\n- Ending Balance: 588,138 (orange bar)\n: chart::>"
},
"classification": {
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{
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{
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},
{
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},
{
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"class_name": "pie_chart"
},
{
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"class_name": "calendar"
},
{
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"class_name": "flow_chart"
},
{
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},
{
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},
{
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},
{
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},
{
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"class_name": "scatter_plot"
},
{
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"class_name": "full_page_image"
},
{
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"class_name": "geographical_map"
},
{
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"class_name": "page_thumbnail"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
"confidence": 0.9275146126747131
},
{
"class_name": "full_page_image",
"confidence": 0.05576493963599205
},
{
"class_name": "engineering_drawing",
"confidence": 0.0046450733207166195
},
{
"class_name": "other",
"confidence": 0.004533149302005768
},
{
"class_name": "logo",
"confidence": 0.004110686015337706
},
{
"class_name": "geographical_map",
"confidence": 0.0014978850958868861
},
{
"class_name": "icon",
"confidence": 0.0007970152073539793
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0005099019617773592
},
{
"class_name": "page_thumbnail",
"confidence": 0.00023651844821870327
},
{
"class_name": "music",
"confidence": 8.333317964570597e-05
},
{
"class_name": "table",
"confidence": 7.117898348951712e-05
},
{
"class_name": "qr_code",
"confidence": 6.0849117289762944e-05
},
{
"class_name": "stamp",
"confidence": 5.609919026028365e-05
},
{
"class_name": "flow_chart",
"confidence": 1.8694532627705485e-05
},
{
"class_name": "signature",
"confidence": 1.7169109923997894e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.6984984540613368e-05
},
{
"class_name": "calendar",
"confidence": 1.532052738184575e-05
},
{
"class_name": "bar_code",
"confidence": 1.2574326319736429e-05
},
{
"class_name": "bar_chart",
"confidence": 9.843305633694399e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 9.45718329603551e-06
},
{
"class_name": "topographical_map",
"confidence": 8.963244908954948e-06
},
{
"class_name": "line_chart",
"confidence": 4.213748070469592e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 2.72333886641718e-06
},
{
"class_name": "pie_chart",
"confidence": 1.8748246475297492e-06
},
{
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UwgQGJOJACS+A6SAHz0wx8BQEno/Bf/6DMEJFiwEIFg5t6fPvPuC6unzpx24vrLr3zy4/+Ox+63I2/2JHiSAAIu2hyjWQwBMSyXT7/r9uXFlYNff/iLX3vs8Ywhz9KxY4dOnzo16C+6vCxndV3WdTWbzsyCmYFGUhIRzCzEkGV5P8/rppnMZiRDCAQFyV2preu6aZqqmjZtFUNx/tztRX/B5ZJLcNccQQEEQBJzAiUBEAAJErgHJL6Nu1KSXO5yJSmpg5uQ+BaT8DpinyARBFxeN7PZdNo0jUshxBACAZBmBsDMIEogQRAAjZKMRhJz3BNCABBCABEIC3mabFq5vXHtlRvXb5SNDxaXFw8eW1w72ltcsrxHC2AgYETHwQAYOkZBwp9GnY9++CMAKAmdv/zLn3UJULDAIAYLQm/yzffcfuj4yeNOXL1y5YFP/G48/mYcuqd1SY7XuBMwgsZgwWJcrJ5//12HllaWn/zag197dgoWWXWl8N28yM+eOX1g/UCwrCzLWTmZTicAQgjoSAIM+wiFmFnMIMZgBCS5J2/bpmmqqqrrsmnrGIqjR46HLAMJwjgXzIwk9tCMcwDRkSCHJJIAAbGDPQIIyN3b1HhSauVqXQmAJNyEHXRMDoAkbiLCPVV1NZlOm6YEFIKRZhZDCABImhkAkhBBEh1ijuAcCKOBIEgayRCCiMyAkGO6ienWi889vbu1w2LpyK13HT1zm8MgOUAz7JMwRxLgHADKJUdHEm4iyd1/8iMfBUBJ6PyVX/kszTAnhSCGYO7Z6Bvvu/vY0WNHnXjl8uXff+A/8ehb2rULSRI0Z5xTpCJhRiOjqV9efu89p5aWFh//2pe/dnUVh+4I4xeWJ88OtDkcbx5cP3j6+JlenrdeTyYTdzejGb0DGABJJAWPWR5CBjCaAdqTUtvsqeu6qsq2bWLMQwhNal2uPZDDjGYhBNsTQgxxLoRoFubIEMxCjGYkLZiRBoIkBBAptU3TpJTaVpJLjg5J7CMpiSQgugPgHoCQIPdZPRtPxiklCaTMaJ0QMpJmxptImCNAEqAk7BFoJDgHCyGQNDMYA4WQW7nN6dbLLzw33B1mC2uHb7tv9cgpuRtSAoU9EiTOASDxLYRDfwKAuwOQlFJy95/56b8NgJLQ+aF//LnBoJ8XRVVWTT1jMPNku0988L7TBw8fcuKl55/71H/8bO/MO3XgQtsm9zSnPamIXOzleWQv49Igq68/fv8dRwcL64898ujjm0s4eNHBPA0HzUsLs8s7114cBJw8fmJpeYmSAAaLwQAJAkwuueZcynpFzAuCEZDgqU1tatt6rirLqqxSarMiz7KsTbWnJMnlDpOgDiVBc0YKAgSQIEAAJM1iiGGPBYsh2J6FhQVJ49GsLBsAIQTbQwshmHGPmVES9gjuANyddPc0K2dVWSUlECEEAOyYBTMLIZI0CyTmzIxmSpLADgB1aEaCIDiHYIGkmcGYEQoZyx2bbb1y+fnxcGTF4rGL960eOdU6AHdQEgAJkqFDCh13hxyCe5Jcc67kKaW2qZu6qauq+vn/6ecBUBI6f+1/+cP+oN/rFbOyautpYCTauPW197/llrUD6zJefvbZP/jUHy3f9r7+sbtcJDUHILkLMrIqZ9V01MutN/7mB+4/3VtcfvTRpx7eXEpLxyFzbzPWq9qx7SfT1gu725trB9YICwGkijiImYkOZhZCbiEGy8zWjx5dWlszl8mllNqmbdu6bpuqLGeTuqyb1GYLxfLCWmrr5K134AmSCy45hDlKACWCkAACcHfJIWKf0wFIOnHiWMx15cUbTz99fTqbBiMAmvXzPO/ldVXHEHr9Xp7lFkKvyLIYsqxA8KaeTSdjM8uyLM9zkmYGgDTSSIYQjDGEQBIkDaSRlARAEkFAwh6CNM4BIGmkWQBhFgKBEK3cDdX2yy88Nx2NLBscufjmxWOn0DLJAUnQHgB0dwAGubskd4fgUNPWbdukuqqruixns3LW1DNPDeT/9Nd+HQAlofNjv/q5/qDf7w+a1E6no6AQrLWNx9/3lvMra6sin3v6mT/87JdWLry3OHqnCy6REAASxrlyOh1tbwY0/fFTf/GdF4rB0qOPPf3Y9krTP7E6yI8s6PBaXMjj7MYzJ9ayT/3e73JhPTt2D2fXx5cfWlo91V8/2bh7NVMz9bZKbVV5c9utZ86eOB5k8Do1tae2aZq6aZqqLKfj6WzcJhXFwqwuBctijFkMZrTMDEaaASaTEUZISg66BLkrQXPucsnlAkDMkcSx48ezHl55ZevJJ16ZziYhhtSmqiqLIicwHI3kHrMstW1dN6QM7Pf6Rc8OHFgu8rzX6+V5HmM0M5ISSCNpe4IZQwjsgEYSgIQ/FfcBMDOSticEAiEL1a6VW69cfn42GbvlRy+8ZXD4JBJbJArq+B61bSuJklJq27ZumqqcTMaj6WycUqs5KMaYxazI8yKPeYx/73/8RwAoCZ0f/dXPDRb6RdFv26aZjY0ospSuPf7et96+tLIk8tlvPPuFzz+0dvt7s0MXHMFTAiBARpBmNp1MRrtbkW1/8tRffPuFXn/pkceefnxnrRocXc9x94nBmUOxTuXWqy/edeuJj//2/1X2zuDsB/PpS9NnP7V87J5w9J4EA4yGaJ7HsJCFA7y2hK1AKTWeWjV13VRt3VTlbDYZzaqZp5QvHBzFA5Np6eXU20reQg5vTS2QABgQ5LSAYEZEgwAGy4s8j1kMtGAhBJrRgtHmDh44EGJ7fWP45BNXyroklFJqmqbIcwhN07gns+DuTdO4nGZ5CErTI4fXiqLo9XpZlsUYSQJwl5kBDCHYHMMc54zg6yQBdHe8ETvomBlJMwMZSWZFrHZZbV29/EI1nbaMh87f1z90Qi1btEqeXtc2TVPXdVVV0+l0Np2llAD0+tnK0sLVV15ZHPQXFgahQxpDCCZKf+e//3kAlITO3/1nny96vaLI27bN0QzymFl9+Yk/uv++Ny0tLzvxzJNPP/ilhw9c+oCtn22SYY8wx06wyWSys7MV2C5MvvmX3nl7USx+9eGnnhgfmA0OrBV215He2UNF1dTbV1++67bDn/j4v64Wb/UT78qqa83zn1o6fHd9+L4WMMHIGLM8yxYW7ZC/tKadQMorta23VVNXTV2V0+lsMq7KSqkOB8746e/fbnttXXpTyxuZAp1KlOAJqaZqeMuU6HXwphptvPLUV1ePnO6vHlIzk7dUglp4Qxqhi7eeXV8fbG4On3rqZfd2MhlLyuZibJuGpDoxxrIsq7p2op9FS+X62mJe5EVRZFkWQiQJUBJAM4YQSDOLwQykGUHSDNoDQB2SACSQAAmA2GNmII2kxWhkyEO9E+rt61cu19Npg1gcuU0LB9uyqpsqtalq6rZtm6auqqqpm9lscvbWcwcOHR4M+guLi0XRi+RX/vgL/ZgVeQ4i0GCEWaAI/2/+278PgJLQ+dlf+1zR74cY6qoxrwe9fKmfrn7zi2+7/02DpQWYPfX1b3zly48fuvRBrB5rU3TBTQYzASQCx+PR7mgU1KzMnvoLb789FsWDX3n2ufJg2Vtf7ed3HrATh/uzshptvXzp/Oonf+eTzfIdOnZXXu70dx4MC+cmK3c2oEEkQogxy5Z7dohX1207xghv1dZezZq6rKqqLmez6Xg2m3qrcODU5MgHh56nNqU2uStBc+gIxB4BMCNBGPr19uix38yO3ZefugdIQR7ZRoI0CkY/szBdsY2d7Z3nn3k5tVVZViEEku6e3GMIJN1TXuST8aRuavfUH/RjqldXFmIWi6LIsiyGKBEEBBjNaBZsLhhtD0lJ6MgFwczcHQBJSQCcBDFHwEDrMMRImmWod7J6eOPKc6mclB4fe3m2URVpuruy1LcQQhaLXi/vFb2il1ksy/H7v//7eosLBAHQonn70Of/aKGXh5ibGUkzg5lBBv+pv/1zACgJnR/5J59dXewXeTaalE01DTEYKt34+g+88039hYGM3/z6U49+9cnj934/Vg+VJZIjEaCZBALEZDIaDicB9Vr1zAffejEWxZceevpyc6TuH1gb9G5f8xOH+uPptBxev3B28ZO/84CvXvKjdxX17lr5WFw8dz2caUBCJM0sxmypsCPx2sGwm+U5vFVTprpq67KuqnI2nU6G03LGllw7Pjz0gZGy1CZPyd0TIAkdkegIIPiaotqZPfFxHr47nLwXMMEAwmBsMgtZDOf6O4d5bbizc/m5l5pmllzBTPK2bau6zmIWY3BPWZ5PJ5O6rgAMBv3g9erSIOZZnmV5nscQAUgCwGAkQwi0YCGYGW6iPSRBUJK7k5REUkYAkiAEMoTAuRADYCG3ZjerRxsvPZdmk5mHr16eXpvGdrb9prsuhpi1nrI8z4o8hizAhrubt995R1b0shh7/X5eZJH62iOPLC0shBBpNBqNcwYZ/Cc+8rMAKAmdH/vVT58+uLS00N8azVLbLA56AbMbT3/pe992b39hIMOTj3/j6489dfDS+335sDwYPAYI3ogiRQ2Ho+FuGVGv18+9/y0XQlF86cGnrqRjzeDA2qB/cTUdP9gbTibtdPPWk4NP/vvf1drd6eilXj1aKx8Ji2dvhFtqiA7aa8JiLxyN1w7FYZ5lZvK6VF3VVVlXZVnOpuPdWTlDIlaPba+/d2q91LTeSaIk7JEoACQlcA8AFtVo8sTHcfju7OS9lBMEKCMNkTHP7GxveNiujXa3X7r8irclgZQSgeQ+m01jjARDMABVVc1msxBtsLAQUnVgdTEr8izLYowhZBAAAWAIpIVgcww2JwmAmXlHIDoSBBEQQAAkAHeHlIVoHVgwKMaC9W5WjzauPKd6Om3j41f10khebt137x1Z1m9TCnmW53kW8kDb2blx+PB68lbQwmAhxDDc3Rnvjk6dPBVC4LdARpn8x//mfwWAktD57/75H+eRFuNoWo2n5SC3IvPyxYe+9x339xYGgr7++Ne++eQLhy79Z2nhoAt9+mLPsiBHSLBW2tweXt8Zw8v16vn3vvlCyLLPP/jNV3Qy9Q+sLeXnl3T8YG93MtFs89zxhQc+8QAO3l0fvHOh3V6ePRYWz2zGk41gUi/Gfp4ZWeRhOb2yltd5tBiJVKuaVWVZV2VVlrPpcDyZIAkrJ7bW3jGzBW+Ty13eOiWhIzoAgiBIAiBYNKPx47+Dw5fyU28WRBAQjUYGC3m0s73hIdscDbdeufKyNxXlKSWSAGazWQjB3fM8Tyk1TV3XFYP1ev3Mq/W1pZjFPM+zLAshgwBSkO2j0cxopj0AKQGSQ3OAAZREEhA9mQUam7aFexZjiNHMRDMoxgL1KNS7my8+i3o6S+GJzfzVCdN08967L+S9heQKeV4UeYh5JKej7VOnjwltEkxI8ulkPNzaOXL8lBHGDkjIDObpx/76RwFQEjq/8q++Mkk2ab2cTUe1cpPQxle//IF33d8b9BHs8Ucee+aZVw5d+kDqr5m3K0U8vFxklsrWyyYl2ebO6OrWKKlarK68580XIvn5h75xI5yJ/cOry/HUAIfWi53RNpuds4eXHvjk7xZH78wP3tHnMOw82V88yZWzokBEwlyN1O/lp5eq6WTT2yZmAUpoyrYq66qqytlsMt6djOlJC6e21u8vw5onf02C5vBG/BMo6t3ho7+DwxeLM98jzBEAjZGChSKzs8XwoO1ORptXX37Z61qekidPyYLVVW00kHmetW1b1XVT14L6g36m5uD6csxCURRZFoNlEmAmCmAwCyFgjjRSkIsgJcxJyV1E4BxcINp2++or1WwciiJfWM6LXr8oQhbnaBGmGHLWU6t3t196ltV40vDrm73NJme5e9ed57N84FDIijlmWUZNhkPETBQjMlIE0Go8WT9yjADnjAE0QSYm/y9//CcAUBI6//O/emjUYLds2qYqPeTm7m189csfeNebe4O+jI898uiLlzfWLn6veuuCMmm18JU+IScZY5hNptvjad2U0xtPveXei2bZF778zd1wfGn10BVcM0AAACAASURBVKH13rEelpfi9nCsZuf4+sIDn/zdw2ffdOjYeW/Hw+tPDRYOLx2+hXA5mqRp4wp5P/AvvPl4DNXLL796fWOjbip4m5q2ravZdDKbjEbTKVKrhZOba/fX2bqn5JK7JwiAJLyRmbHTa3a2v/rbPHzH4Nzb5ABBkMZAMIQ88HQ+PBhGo92NG1ev1uUUSmZsmjbEUNe10STlRd62bVM3bdtUZbm0vJR5ffjQWsxCURRZFoNlEmAU4aDN0UCQxGtEQRLmJMhFgxEmEaa6euEbj+9ce3FzXC4ePnH6lltXV1ayIs+yPMSMAVksVI5jGm9dfor1ZNLwye3BtVnI0+SuS+ey3kBgzHt5UShmEZrWKo5cGNepaaf1eLh79bJXO6fXFo8cP0KRAGmBMAImpPSjP/o3AFASOr/4Gw9Okg3Lpq7LxpkHJW+zq1993zvu7w36Dj328KOvvLqzduF7U7Hqe6wIWl8MvaBeFoqA0Wi8MRw31bC88cxb778DzL74lad96ezi8tqBtd7BLC0MbDgaezM8uNx74BMPHL/tLUtHz6vanm48PVg8NFg71UhtbRU4c0jWz/BX33biyHImhBs7G88+/9zW1mZqUluXs+m0nI5H0ylSq8VTW6v3N8W6e5Lk7gkCIAk3YQeAmfXqnc0v/xaP3rF0/h0Q5gjQaARD6EU7GYfrYTIebmxcvVZNR8FAoq7rLMuqqgohSIpZ1jZN27Z1XU+mk5XVlUztsSNrMYtFUcQYg0WAIkTIIkASEEi6BIiAhBgjQCn5HjR1O53MPPmBpf71F765c+2la9vDwYEjp8/dtrq2lvfyGHMLkQFZLFBNszTauPwUm8m41NOj5RtVjM3kzjvO5r2BGGLRy/KeYqQ08bw4/eYSOdzTeDy98SzKays+OXJ03WCESAuUETJHmz70oR8HQEno/OJvPDhLYVilqqlaTyEY6nG+8bX3vO2evN8j+MhXHnn1xnjtwnu8WJXXEkkYnSAJKO2OJsPJDF6uTZ9721vvDsDnv/LMpH+6v3RwsWdHCqytFFs7G4MwPbrae+AT/2Hx3Dts9XRodxeGTwxWjle9k7XbpEaZkhOELWb+N9936shiDqjxZjqdvXrt6ksvXhnu7pblrJxNJtOxSxic2lm7r+6ty5MguZJcEkBAACSQIGh8XdGMNh78LTt6ceXWtzuEPZyLRobQizwehmthOh5tbly7Vk5GeTB3b5q63++XZUWibds8z9y9aZqqqibT2fLKUo7m+NEDeZEVeWExhpAld1BJEiMccyQiQRpBhuBUXaXJaHZja+vq1avXr924sbFxY+P6nRfv+M/f/z2zzRtb1166vj0cHDxy6pZbl1eWs7zI8xwhRjMLgc0sT5ON5570djIp9dx07UadhWp06fazea/PmMV8kOVFskj4uA3h+N2t8lZKw0m5fTmknZW0deTIIYMBMoMBRpFE2/zwh34MACWh80u/8eAs2bBKVVO3nixGq7azrW+8+21vir0iOB5+6JHrO7O1C+9J+YrQupwkAIowS+7bu6PZbOypPjb95lveei/dv/Dwc7v9M/2lQ4s9Hiuwvpxv7GwsZ7NDi/E/PvD7/fPvtpXTlsYrw0eKpZM7xYlJy6aRmQGQtJT5hz9w4tCgEFS35WxWzu3s7F65/OKNG9dn5aQsJwli79Tu2j1lbw2e9DoIgoSOJJAEDAT39NrJjT/+bTt6ceXC97gEgCCN0cxCyAJPhNFKmIxHm5vXb8zGwzwwpdS2bb/fL8syWCirsihyAtVcXVdV1R/0CzanThzO8izPixgDQ6hbr1t3IQSSIk2uatbUVbO7O7p+fevVqxs3btzY2d2djEdVUxKQkNTed+dd73vHnctZtn3tytWtYbF++OTZ8yvLy3lRxLxAsIzRoqGd5e1s67kn2nY8maUXy0PX68hyeOcdZ7LegDGPeT/Le8kyUztujMfuTJ438HY4KbcvWztc9a2jx44YDJIFGGQQGdjWP/ShHwVASej8wv/5hVJxXHvZ1PDEGDHbyrefeufb7om9nEkPP/TVzVGzduHdKS65N5gj5kwGo5O7w/F0Ok7N7Hj51H333yulLz78/GhwS3/l4EKBY7lWl7KN7c3Volor9Knf/4PBhffYyqngk+XtR+LCicny+WliOSsBkEjuK7l/+PtOHur1XCjr6Wsm48nmxsaLL16ezSazcuqgiqPD9Xua/jrc1QEgCfs0BxhAEADJIk1f/eLHwrGLaxffDokkANKizcUs4lgYroZyOLyxtbEx3tkqstC2bUppMBjMZjMzq+s6z7MY43Q6revak4dohbW3nDoRijzLLbTtdLiV9weyYndcD6fNcDi+du3a5cuXN7e3mqatyqZtWgigyETBhWBBUHK/++Kt7/6ei8dWDm5eu/Lq1na2eujkmXOryytZUYQsZwiRMWSmZpa3k63nnmiaybRMV+rD16to1eiO20/nvYFlRch7Wd53y8ybYU07eqn1rIWa4Wi69aK1wzVtHz9xzGCQ02BEgMDApvyhD/0YAEpC5x/8i89VyCZJbZvkiTHTZKO3+8zb3nJX6OVs/eEvf3VnklZue2cblqAW+wwGo4Dd8XhWzlI9PVE9+6b77k51+6XHX5gsnhusHB7k6UimlYW4sbW53m8WY/OZP/js0sXv5crJ4JPFzYdD/4gfvFTLdkeTBLl7cl/r68Pfd/pgnrusrKdzk8lkPJ5sXL9+5cqVuimnk4mTbTw0PnSPDw7S9S3okATgEiAABAGQzNrxq1/4WDh2cf32t1MiDQRpmQWzEAOO2WgllsPdG1tbG+Ot7SJa0zTuvri4OJvNSFZVFaPleV5VVVlWmqP3Qzp76mTsF1luoa4e+tJDz7zw4rXt4XAyc49Nm+qqmk2nJBb6A1oUBQgQCApymVGAJ919+7l3veXCqQMnblx78dXN7bhy8MSZc6sryzEvQswYQ0AIWWBb5u1k89knUpqOpu3LzeGrVYjl+PbbTxe9vuVFyPtZ3nNm9HZYw45eSh4TVO+OJlsvWhod4M7x48eIADmJEGASLbAu/8pf+xEAlITO3/v1z7ZmjatOgosxanKjP37hrfdeyvLcU/rqVx4ezXzl1nc0HFBJEkmAYCDhSsPppKpSW28dr1+9657bU52+9NjlavXcYHV9ENJ6rtV+vrW1sb7QFCj/8LNfWLnjA2HpcNCsv/GY9Q6GwxdLt+3xJEGQ3LXe50+89/R6njtSVVeT8WQ6nQ6Ho62tzStXXiyr2Ww6EbM6LJeH7tfSESnpJiTx7QSAZGgmL33ht/pHzq9feheFOc6ZRTOGmJuO2HA5VLvbN3a3d3Y2ri8UsarrlNLS0lJZlpKqqsqymOdFXdezcgaD13U/x+mzJ3p5L8sz1NW//Je/8eBXH4XFGLPewmIwSymV5YxEvz8ATBAACZwTJBEQJPDuSxfeed/504dPbl678tKNrWLlwMmz55ZWlmOWW4whywICI62t8may8cyjUjue1lfSwVcnWVbtXrrjllj0Q96P+SDmhVuEmtGM4cjFSoSrmkxmm1fQTtc4PH3iKEBIZkbCKDOgrv7qD38IACWh83f/908L1goOQGSMaXR1MLny5nsvxZi5+1e+/NVpzcUzb23DgJRLJLGHJKQ0LqdNzWp2/WR744433dqU6cHHL7cHbltYWx+gWcmxXMStzY1DK4rt+ItfeHDp9vfb0sEcdXHj0VAcjIcvTJ0745nDAaWkwwv21999eiXPElJVVbPpdDweD4ejra3Nl19+aTqbzKYTWB4WDk4OvqkuDkAOaA8gidhDEoAwJ0ICSIZ6evnzv7145NyBS++UCIhzZiGYWcgDjnC0FOqd7euj3eHmtauDPFR1DaDf79d17e5VVRW9vMiLpmkm04mRTVkuDuz0mRO9vJ/9P2zBaYyl13kg5vd9zznfeve6te9VXb13k2wuLYsiRYqkRC2UKFEiKcmawSAIsthO4HHs2ICDSYD8CRIECfJjfsRAfiQ2xk7Gm+RNC7VRotncu9l7d3XXfuvW3e93v/2cN9VlGQgweR7bgjT5v/7PP3nr3Q+IhBDK8QskhNY6jiMAdl0XQDAwADAzIhIQMwMAszEA504e/9TjJ5am5tqNra1m2y6NzSyvlEpFaVkkFQkpmFCh0IlKw/b6RzrPgijZ1eO7Q0Fp//ypY8KxhXKF5SnL1lKi1qOEranjsWYASEbhsLXFWVSB4eL8NDIwMxEhIpEhAhPHr772TQBAZoYjv/NH30cUAIIBDGsUQg+abrR94eFzUkqt9fvvfRCm6C0+pskDNnAEERkZEYzJwzTOM0rC/bm8dfLsahJn71zZNJOnipWqw2nVhoISrVZrogKYDt659H7p5DNYGLMwsfc/EnZdThwPmfpBaNgwsNZmtqy+9YnZomXlyGkcj44Mh8N2u727uxNGoygMGaVTnQzGziayhmz4CDzADA8gIPwKMzAAIKLIwo03/9yfXK6f+RSzAWAEJEEkiEhYAidwWKC812mOhsH+7pZnS61NlmWe6+b6gTiOHce2bCvLsjAMpZTxMCgV5fzijGd5wrIwi//4j//0F2+/iyiEVK5fICGMMVEUARjP84GJgRkYAPAQIDAcYjYG4OyJtaceP7E8s9BubG0fdIRfmVtZKZfLUimUioSQIFARpJFKg869KzpLgyjd44m9oaS4e/7MMelYpFyhPGXbhmzWeZjnxfmTGiUaDoOgsb2h06iCw8W5aWTGXwEiJkJO4m+8+joAIDPDkd/5o39AFAQEgACGBeX9fTfefeTh84Io1/rD9z8YpeQtPqbJA6MZAI8wMoAxJo+zJM8pHe0vQHft1HIcJe98vI1Tp0qVmm2SioW+Rc2Dg6kKmbjz3nsflU8+g4Wajam1/6G062LiRMKiF4w0GwDQWs9VrFcvzhQsWwOkcTQajcJwNBgMDg5ae3s7YRTGUcgonepkWD+TWTVkw4cAmBkeQARgZvgVBgQABiCRhvff/HN/cnn8zKcYNAAjIhEJQiKpBNQxLFDW6x4Eg6CxteE7FiImcey4jjEmy7I0TW3btiwrjuM0S6WUo0G/UrTnFqd92xO2hWn8J3/8p2++/Q6AEFK5foGEMMbEUQRgXNdHFAzMwMCMRAjIzHCIOWc+s7b69MWTq7OL7b2t7VZXFaqzyyvlSklIRdJCIoGCJEEayXTYWb+SZ0kQZ02ebASSw/b5M8eUY5FyyPKU7bJwWOfDOPRnVjNDrA3nurG7nSdRBYZLCzPAjL8CREyEnMTfePV1AEBmhiP/9R99Hw4hEqIANBLiXtOJGo88cl4g6iz/8P0PRlra848y2nCEARCREQC0NmmepSljOtydk8GpYythHL/zcUNOHfdKZZezqkOOha1mc6YiklHr/ctXx05+mtyaJVLa/0DZY3L8ZApqMBpoZgTWuZ4fc7762LxvScOUJFE4CsIw6A/6+42D/f1GGAVRFAq0VW0qHjtp7AqwgUPMhhAY/gkbAwDIwABAgIDAJNLRnV/8hTu1NHP614AZkBEJCQmIBNkEY5i6Mu11W8FgtLNxz3eUEHI0GnmewwBJHGutLcsiIeIoYgYl5bDbqVXc+cVp1/HQVpREf/onf/bzt95mJJLK8wtEgpnjKALWruszSYQHmJmIAICZAYCZc21OHVt+9pPnjs0uHDS2dw7aVnFsbnmlVCmTkELaSARIUhBkoUiHnfXLWRKPkrzBU51QZKPuhdNL0nZAWeR4yvZROEbnvTBxplbizJjcZGk6aO+ZLKrhaHF+hpkBgIgQAQmRgOP4tddeAwBkZjjyB3/0D4iAiEQkiVHgsL1rx62HHjkvkHSaffjB+5FW1szDTBYyMyAAI6JBBGDDuc7THCnt7kxZo5Nrq8Eo+PB6U00ft1zPNfmYL5Xidrs1V7XCfvPytRv1k5+WTllSDs2PpFMV9ZMpyGHQN4aR0Gi9PGZ/8cKiqyQbiLIojqMwHA36/cZuY39/L4xGYTiS5FpjE/nYCbbLAlkIkWZZqhHhAQZG1gJIIBoDGhGYgJF0dOetv/QmF2dPXwQ2AIgCEYlQAglLmhqnrkz7/fawF2zfv+dapJQVhqHjWIg4Go2Y2XVdAIjjGAAspbqtg/FaYWFp2nU8tqSIoz/7d//PT3/xFiORVJ5fIBLMHMcRGO24PpBE+P/BzHluTq2tfObJc2uzi83G1nazZZfqc8urhVJBSCWkjUSAJCVhGmIy6K5fTpN4lORtnOpEIhm2Hz+7rGxPKxtIGsOoPNtS7SDE2pRWjuUU4ijq7m5DmlQhWJifYWY4QoQkiATqMHz99dcBAJkZjvyb/+PvEREAglHYbOwFvV7Bo4Ux9fAjjwiiLE4uf/R+bJSaPsssEIABmRkRGOEIa50zUtLZmXTT1WMro6D/0Y19VV8mqVzgiYorlGl3Wot1b9BuXLu5PnXyaeX4Qpi8cVnZZWf8mNY8DIcGgRCN1osT/jNn5y2p0GRpHiVJGobxcBDs7Ow1GnthFMRJLNFxx8az2rEMC4RAQjCzZmbDJAQhAhutDSBKqbRhrQ2yAB3ff/u7hcn5+dOPG8MAgISChBKUAwhpaqhtyYNea9Afbdy57dlSKRWGoeNYiDgajZjZ931mTtOUmS2lOs3mRL04vzTtWC7YUiTxv/+zv3jjZz9jFCSV7xdJCGNMHEXAueMWkCQAMDMAMDMAICIcybU5vbbymSfPr87MH+xt7bS6qlidXVotVUpEUiibiJCEFIhZxHG/c/fDNEnjNO/gRD+Rcb918fyKctwEHQKyJOZkAXAvjGOrAH7VqU4kUdjd28M8K+newtyMMYaZ8QgJJIH5aPSd73wHAJCZ4ci/+d//0jAjYrc3uHPrXr/bnR4rnFqpPfLoI4SYxclHH76XomNPngCWzIYRmAEPATMAMzFoJIwOticLsLS6FAy6V27uq7F5InKAp+olFKbVaS1PFtuN7dt3NmdOPaUcVxJEjcuWU6rPHPeEmZ8sVcqFLI1HoyAetlwecZ6DyTNjslxrIx2/ttNoNhp7URwlaayk61RqMHlKqwogaAPGAKE2RgMgoWQDqTYZGyFAECEQAIg8Wf/lX5cm5+bPfELrXBAAoBTSEcQEykE3S6WEXq8TdId3b14veJZl2WEYuq4LwEEQMBvf9xEpjiNEklK2GntTE6WFpRnH9kBJkcZ/+X//xfd/8lMGQUJ4hSIRseE4jtnkjusCkGFmwwwMAAzAhgEBGADxzInjz33qobXZ+YP9ne1mSxXG5lZWiqUiCSWkRUIiIRFhFomkf3DnoywJ44yHcnqUyrDbeOKhFVLuQT8dtHYna6Xq3Jo2+X6zeXuzUV0+P7N2Jh0eDDsHQionD8rVGrAGBERCBCQQRJBl3/n2twAAmRmO/OG//VOllO04jcbBu5cuh9Go7NLTjx1/6NFHCDmNwssfvJerkjdxzLAAMASgjQEGA8AoDCACI1F4sDFdFvNLi0GvfeVOy6ot2LZwCGpFF4kPDlors+WD7fX1jb2500+j69pMw/33bLsys3Cybptjc5XxsXKWRmHQHx40oqCfpSHoTOs0y/McC15ldnP3gSRJojSxbE8Uy3L2fCwqaa41I6AUCIAGmJgFYw4AbIwBwwZAA3PimGTj0g+9ynh17TEhQElmgwwKAKUQtgOTNvrKdHq9Yauzfvu659mWZUVR5LoeIg6HAwDjeQUiCsOQBJEQzZ2tuZna7MKU6xRJCkjj7/37v/j7N37KIAmN7fhEpI8wa9u24QFkBmMMHMm1RkQGRsQzp04/+9Qjx2dm283drf2WKlTnVlaLpSIJhUKRVIqASWIaqqzXunMtSfpRgqE1q9kKWpufeHgtz4xOk3JRD9oDe/qMkqq5sxEa3kycmaUV6m+kwcAt1Y1V8GyZAgEKYBKCkFgACqJ/9euvAQAyMxz5N3/0PSGEVKrd7l76xdtBEBRteOHJs2cvnEcwaTT68P13tKpZtaUs0wCCARiYkbUBIQQc0VqH7c2V6cLi0uKw03r35n5ujUtL+AKmawUlTevg4PSxqZ2Nu/e2DkrzF3LbLivHDK+5yp+YWJ4bcxanyuNjlTyLoqAfdA7i0SBLQq0znSd5nmXoJex2+v39xn6SJGmeKaeYu8WoMNtLvDSOhSLmHEymtbEt2xjUOhNEYCBJsjzXtmNpnVmcRXs3MulCdV4gaJ0wo1IFRgkGPJ+eOLYwXrI7vd6g1Vm/dc33HSllkiSu6xGJ0WhgjHEcFxHjOCYhSNDe1sbS/Pj03IRjF4SSkEZ/95d//bc/+IlBQWgsyyMiY4zWuda5UgoAmAEAAYCZEVEbAw8wEZ0+dfozTz1ybHq209zd2j9QxbG55ZVCqSikImmhkIoASGIWyrTXunMtSfpxRgMxA2T3GxsXH17L4yQNWpOz1b29nldfKdiq1e0Fdu1eJ5qtV+Pm+rDbTJN4YyguzHlv72QZK2Z4AA0yEOLf/bt/CwDIzHDk2W//ru06vuenadZrtbIsrRbkU4+ePPXwOQSTRqMP3n97mLjbPYiTCJgBle35KGQSDQm4WPCi0TCIApWPXnjq0fnl1UG7+bNL17cPIinMWME5dWxZKdxvtT/52On767fu3N/PrJlekowXKjO1wBKeAP/xR44vTBbHx6p5FkXBIOi2wlE/i0M2mc6zPE9ycjcb/SBK0iSJ4zjNc+UUUyW3+mmzHSGYWqUkCPrDdpoaIWTBwYoDSYZRwojKcZwsYyELmc4p3B0mKRQqArUUnOeGyLGlK6XHEn/t3Lnxeq3T6/Zb7Ts3r5WKnhAiSRLP84loMOgzG8dxiShJEhKERLub91cWJ6fnJmzlSdviOPz7v/7u33z/xwYFoVHSAURjDD+g8QgAMgMCEhEQGmPgAUaik8ePP/fUhZWpmfb+ztZ+yyrV5pZXi+WSVBZJC4VUyCAUZKFMe63bV5OkH2eiS9OA9mB/44mHjoF09/tBHA3mJuc1WZ4wNzYbH+zmx888dHKm0GtsMOcAfNAd1hz+aC8O4zzLNQADGjBMjN/74/8VAJCZ4chL/9EfeK5ljO4PwjCMmaDi0VOPnj557gwCxFHwwXtvDWN3sxVJIcquMwrjYJQCCCZtmKvlYpqEQTiUOnzxuU/NLS12D5q/fPd6f6SLHlVde2luhhVs7jQ+9cRDN25e29o5yKEcRNlEtToxpi3lEfiPXjg1O+5P1Cp5GkWjQdBtD0c9HUXaaGMyo1OQ7laj1wvCLE2jONJpLr2yVjJJ0zA3URIzWaPhoBdGeSqMxErBrM0UgwBHUe76KjV00AomJ6bKrsdht3FwcOzMOUWUcWJ7ThZTpVjLUG3stc+vLtUqxYNup3/QuX39aqnkE1GSpH6hgIjdblvnue0csrXWDEAotjfXV5amZ2YnXNtFKSGJvv/dv/vuP/zQICGwFBYAGmOQENEwMwACAwAhIhwiMMYgAjMg4skTJ5//9KPLk5Ot/Z2dZtsu12eXVkrlMiklhEVSKmQjLMpGMu0e3LqaJP0ko46YCWMx6mw9em5VWC4XJmylFEOjO7AJbm83L++Ea8dXnrt4RkCqc8i0ETrRiNoYo7VhICAiRmRg+M5rLwMAMjMc+Rf/1f/gOoK1SdNcaxyMRpaIL547vnbqOAGGo8F7772VmVInSAeDqN0PgzDUUVQrFpI0KY7VLVsAMzCLbPjCc5+cmp/uNlvvfHj7oDlYniiSMLOL84y8tbv36ScvXrnyYWO/raxalFGlUij52hLSt6pnz61O1Yv1sUqeRnEUjLrdMGibONRa5zpjbVi6W/u9XjBK4gd0lgu/hFLVLKy6hWEQ3GuG7WYvzXTBFp1kVCwV7TG5300GI67UZBwN8lwoCatzU6WCf+PG/UhjvaJavQ5azHmhVJgZJXmzHX/1haeX5uutXr970Ll9/Vqp6CNikiSFUgkJe91OEkWO67iex8xaG0lya+vuytLs9Oy4Z7kgCNL4R9/7h7/6u7/XiMCkJCEhADAzIAMDIDAbAEBEAEAgY4CIgAEQ19ZOvvDM44vjE+3m1vZBxy6PzS8fK5bKJJWybHEIjJE2JUOVdpu3r6XJIMqoLea7AQS9zYdOrbq+L72ykA4a0+oMLKXubu29e7extrL40mefdhWyAW00gGY2yMDMAECICIBomPXXXvoCACAzw5F/9Qf/CwEQcJ6noGFze7tSpKceP7d8fI0AR0Hvg/f+0UA10qLTHe73w3an65CerReHYUq2w6AtSVmccjJ8+Wufn5yZ7Db333jj0t7m/rm58UyZ+ZPHFKrtZvO5Tz/5/vvvjMKkPr768d3dUsmbrJGvZKVQP31ybbzm12tlncVxPBr0O3mvPUpHkOeZyXVujHD2WoPBcBhFURzHqTbS9ZVU06XS5Oz4Qbv9l29c3tkZVl13YcbuhkEUWYmToK2LTqFSsKUCo3E0Shan50qubO5vGdLSVknMyqHeIJNWSZIIIvnMxYv1erU9GHb3e3euXy0UXWbO89wtFIhw2O/HcWTZluu6AJBluZJqe2t9dXlmYnrcs30QAtLw7R//9JfvXMqAstQwkM4f0OYBnWtmk2sNYBgQAZCBjWEAMMwSj6+d+MKzvzZXHWu3t7cP2nZpbH51rVyuSGWTVFJKgWyEJdJAJp39W1eTpJ/kch8XWwM96m9fOLtmOxY5ZalsiXDQHji2fev+9uXN1uxk/dWvfM6xCA0bNojMbJDhEB8BYObcGP3qV74EAMjMcOTCZ39doJydmdrb3xLKVpbtu+Zzn3pi6dgxAgiGvQ/efStJ/e1mP4pzr1COE+PaiBC2h7EBksYIzMFoW5gvvfy5+uR4e3/v+z94c/P+9vR4pVIunTx1HCRt7ux//vln3rn0VhBFLPx+6hYda7yYe45NoiSVb1uJEilCnmdxvVhY8IrO3CRqkels6/56HCdRosMwGIVRHEVJpqXro/JsuzhZsR0Lvvfm3hhjmAAAIABJREFUrWv32mNV/9hirRd0OaWpqarly0Fzs+BrIWmiVo9SRaKIeRgH+9Wxsmbd3uvGaS8D5amJoq+KE7NLC6tolVvdYafRv3X9cqHgAAAzS8uWSnQ7bZ1nUinf9wEgSzMiubO9vrI8Ozkz4Vg+SWHiUXPjDgvhFmtaQ26MYZMkSRAESZJnaZpmaRJnUZjGSZwkSZqkYRTFURTFUZKm8zOzLz3/+JhttzvNnYOOVRpbXDteLleksoWySJBEAOVg1BdJp3nrWpoN4pR2zMx+J8nCxrkTK2Tbll+zHE8Rtlp9x3FurG9d2TxYW57/+ksvWALAGGYGNMyGAAHAGMOGwWgDORvz6ldfAgBkZjjy0GdeJaOPHTsWRAELJS3bhvjpJ84vHVsBwHDY/fDdS+1ufuXGZq0+OTVev7/XRswcKWMDju1ahMBporWE+JWvfLZar7Uauz/86dtBf1gsOo6yT6ytgYLt3cbnn3/2l794cziKgwhH7MxOT9QLRkmIIq8fmJ3GR/1+23BKgr948eITxxYWHr6ocx3F0frtm3E4SpI0GEXBKIiiKE4y6Tps+bvNuLG/efL42jDEg/agXCzlSTYc9cYLNF5S653eYNivlL25yRnP8+9v7FXGimNlJxj004xcqbIodl3qdIdSVccq/urxxcnZmUFsdwb91l7v5tX3y+WSMSbPc8uxlVLtdhsBkMD3fQDIslyQ3Nm8u7IyOz494TgeEnGemzzTAAwohBRCALAxBhgQDDIgASEazXmWxmmaxHmW5XmWGcOg80xn01WPB/1Od3/3oGeV6ysnTpeqVSWVZdkoJCKgsinqybizu34zj/thnEeF1URLTgZl37LKY9LyBv1AIsVpalBEBo1wJsbrJ9eWiRi0MYYZDDAgATBoY8BoNNqwMUZ/8+tfAQBkZjhy4bPfwTyam51JtanWx1AoiPtPPn52bmXRAET97uV3L201BldvbtXqlVrZ6weOEKZe8bqjzGgOhv1iyc0AJUevf+0L5bFqa3fnxz95uyCs6ZlaZxhMz88jmc3dvS999vmf/ewniHYw0Pd39isl7+TxWduVgzYIdG9//DYTZqofZL2Xn33hofmZpfOfyrWOotHG/fUkjrI0HY7CwWAQHYoTslx0rINgf2tv/YnHnhorLX3w7q37Ox1/cj5PMztqzYzb+0Ho2S7rzJYsVSZEOlafEwjDQddyy6SxPlY9trr085//Yy+wSFr1WvGRCydA+r2gt7/ZuXHt3Uq5ysy5zqVSUsperwcAiMaybCllmmWS5O7G+sqxubHJuuN4iMjMKBQgMTMiIQMiMCAAAwMAIgIiEoA2xmid5TlrzczGGMmAEjDPO1ubvW5zEIVeuTa/vFooVaSUlmUzCSkIhUVxT8adnXs387AfxllcWHBrs7X6lK1kpVqWQt65ddNoU5+cjJLc9UuO6xASIhvWoA0zIAIfAkYABgBjEBkAmPn1r30JAJCZ4cgnvvKfWJxaxEmWTUxNd4eBDfHLX3puemEeEINu6+P3393aC+5uHlTG3IX5gqfmfdfqdLZub3bCUZYlabnkZUiuxd9+7eVCtXKwu/nTH75dIjVW8YZsphbnGfTm7u6XP//Zn/zkx1qLUT8VJOrVUnXMBwW+HKNcxMFOEIabrbsbjd2vf/ELpybHFs89lRudZkm3024fNJM4HgyHQRCEYTiKIhQuenKrfXkQtqcm5hamzt682txuhHMnzhOjjLqlEnQ6g3qpojkGnXY73WqtWq3XDIcmj9dOnnMsFxGEELnmjJ0b6/udbvfR82uVUnUQd7futK5fea9arRKR1hoQpFLD4RAR8zxVSjmOkySpILm7ub56bK42UXMcn4gAAEkZRgZGJABEJERgAGaBvwIEwMzG6DzP2TAS0iFgzUaniY4Tk6VCERMr21bSFUhCSQAUhKhsirsy7u6vX8uiYTtIY3Qe+uRzy6cezTQwG9aaTaaNyRlNzmCYOT9kDOfasNbGGGBmOGQYGAEYjuAD33rlJQBAZoYjT77yGyKLLMyNNq7vR9o4MvvqSy9Mzs4ywLDTuvbhOxvbo9v3O7aHjgun186DHg2HvY29ls7RpLpWLUXGWNJ86/WveqVSc3vrBz94s+76k77TydLZtRVt8p1G46UXX3jjjR+FsSkVJx1bVqslQ0mWhUKXXbuytXdbWWDZ0SgYnVs9vlz1ls4/qdmkuc6zdDjot5rNdrsVBMMwDEdhaEjKgvPW+/94b2djfmFCCWmLwtL8qapd0UkMECMCskST55ghimESWZ7ruUVbmG6ncfLMw7Mzs8YgkyAiBOsHv7i+3+o/88nzU/XaMG5t3O5cu/JetVKVUupDRivLiqLIGJPnKSL6vh/HCQHt722urMxW6lXH8YQgAASymBEAAYCREAkRAYAA8FeA4AFjjDbasEEkQgRkY0yWZMwglVBKAhtCREAAJEIGEMikHJH0RNTev/txFoWX72xlqvjMi19ePnYWCJhIICEjABhmbQwDAxs2wAYMA5t/wgBsWBtj2BjDzIBsjGF+/ZWXAACZGY48/43/LEsSabKw39EMidb1evFbr39tfGYKgPvt5o0rH9y9N1zfbiFhrEfL84tlt8QmawQhAFpg8nhAlm0pev21L/uFwt7W9k9+/k6t4s1WC7uN7tzyas75/kHzi5/7zBs//lEQCWYXNFueU5+wfdfouJzllUsf/WNv1BOCqwX3lc9+YnWmPDG7dhCMmq2D3sHB6tKiQtja2uh02qND0cigUIXCG2/+vDXcrYxVfHKLxllaO8OZ6Xdblm0BU5pmOs9zgzmbRPdsl2u1+bmZ8e3NnYfPPzYzO8FE0rKJhATr+2/e2m4Nnr14fGayNgq767c7V65cqlYrSiqttWG2LCtNkyzL9BHf95MkIaKD/Z3lhenq+Ji0LYsISAFJY4BZABMQIOEDAAhARHgIGOEBYwyzYQQABABkMEfoCAIgIiECMhExMyIKNChsirsq7jTWr2fJaH23mQp/+fTjtYkFEiAECaGEEFIKKaUQApEAEQHwAUKEQ4QECMDAwPDPjGE25osvPg8AyMxw5FMvfktarhQm6B6wBk1Qq/jf+ubXaxN1Rh529m9+/NH1G53bmw3bsYIomBifmK6XBWI35ihJHJHFQcdxy65tvfb6y7bn7W9v/egnl+bnZ+o+NZud8Zm5zOStVvuLLz77wzd+1Orz2+/eNrFeXTt24fHF8Yoc9WQQO5evftwP+sWC/cjZY088dqZaEhv39q7cvLG5uXPQ2P2P/+Wvnzi2tLV1v91uh2E8HIU5C6dc+MX7PxvpQWM3rFBlvlZYXDsZBPGlty4RiEMAYNhobVCKybmpk6dPTk1OCRxFo9HJ4yc833P9IhMBIqH1/Z9d32yGn3ni+Nx0NRh17t3ufnztUrFQsCwrTVMhhOM46REASJKkUChEUYQCu639henx2sSYsm1FIgeZowBEBAFAyECEDwAQER4CPEQEh8wRZiYiAEA+ZOAIwiEGAEIigUTEzIgo0KCwKe6quN24d0Mno2Gi+5koTR3zq1MABpGYGQAQkf4/EJGIhBBEhIhCCEQkIvwPfO3LXwQAZGY4cvGzr9muL9EEvRYh5cC1SuHb33ylNl5n5N7B7p3rH390ee/2RsPzvUzneZbMLyjPKVvOeKczZN0z+VBiuVqrfv3Vly3H3dvc+Ou/+Uma6Gc+cSrJEq9czkzWOuh//rPP/vCNH/U6+ZVfXi0pzx+rPPbM6fqYt31/OAhNL+yiNGfXFqsejIap7ztSeqNo9LO3Lvmee+rU2kNnz4TDbqfTjqJREIaZkf5Y5d2Pf751sDHsCNuUTx9brY/VWPPPf/rzIBhKBfKQEAAklV2fnDpz/uHZ2ek06ShpzUyNK5sKpSoQSWUTqR+9eWVrb/j0YyfnZ8eDUWf9dvfqtUue5zmOMxqNHMdxXTfLsjiOLcsaDAa1Wi2MIkAOB93xarFcLVu2RWTdWN9q94aVanV1ZQUBCVEIiYSEJKQgJGZGBEL4J8YYZMAjwBqADwEA8q8QoZACEZmZCAUySlsmPRm19u/fNNFwGOedXJWn1/zKJIMBQPhniAj/jI8gIvwH+J8BABH99m/95wCAzAxHfu1L31HSUqCH7aZhyNGMj1e+861XK2NVQO42d+/euHr54/07W02lFLPRHE3OxPGQS+5CbtBzdbkguq1M2Pa3/8XrtuPubN77q+/9bNCLP/nYsl+wnYKf6rTTjj73wtM//NEPgwBvfbSBORYmxh9+crlesW9e3e3HWRwHY4XC0xcfsfNga2d3en6uN8wYzNTk5OzCyv29vdvXb6os8wtSmyiMgszI0sTUm+/+6OatDQSanB5bmFucLi7pNL1x7fru7naW5SSkEEiIQmK5XHz0sQv16Zkg6OcJCsiLNa9SGzOAStme4+93wjDlk0vTXqEwDDrrdzpXr77jOa7n+4N+z3EfYObRKLBtZzAc1MfGBoNhbay6ND+lsyRJ4jzXWc4buwebmzvTk1Nz87PGsGGDSCTIsR3luEopPEIIAAyHjAEGREJkZoPAxhgAQADgQ4AEQhDCA0ggkUHaMu3LqNVcv45Z2A/Tdm6Vp9fc8gSzQUT4Z0SEiADADAAMAMwMwABgmOEQP2CM0Q8YZsMMf/j7vwsAyMxw5NHnv1mrlBB052AftMnYzMzUvv2tV4qVCgJ3mzu3b167erO1td9nI3q9fnFM+v6AQmth6hgygM4A0kEwsjzvm9/5pu2p7fV7f/U3P9WGT52YAaOnpqfCNAmC7PlnP/nDH/2gPYSrN1pSyhOr0y98aq1WrWxutLfavWa3d2pusV4pqHyU6WxyYqLTHQ7j5JNPfqIfZaMw27i/1d5vrizUh8PuaNjvj8LC1MQ7H77dbveiMJ6YKrNRs6UpW6S2LCdZdPfO7a3drlRgK9t2bLfgffLpp1ZXl/YPtrJROmwfzKweJ+VmeU4kABQAkBD1sXq56vcHwfr6/vUrHzpKlsqlbqfl+UXLthzHardbnlcMgkG1Wh0Go2LRPbG8YAAABRpAwl5v0Ol0BUnPdQ2zQc2AbBCAWEgpBZGQlhJSEhKRQDaECIgIfAgR+AFAMIhojEEAQXgIGIBAogGhRDqQ8UF7/YbR4XCUdbStKlPKrUiphJRCCEQEQEQSJJAQGBGBkdnkgAgAhg0cMsBsAEBrc4iZAfj3/vVvAwAyMxx5/IVvl4o+myQYDsBwkifzs/Vvvv5KoVwi4Nb+1vrNG9dut5vdUZbBcDiy/EyKYTbMCTyJMDVWtBVHka6OT7382ivKVlt37/z5d3/IYBZnxlxbzczPDeM0TfLnnvm1H/zwR60hX7/dPbc4+Tv/6WcnyhBE1B+kt+5tvPnhzU+cvxiGAaXh2JhXKJdv3920vaKwnVK1XnC9fn9wb2PjxPK80QykN3Y3tBTtbjeOcqncldWFOOStW5d73f1uO1xZmlIAg1javuvavmVZJEWxUi4Vi2HcMWne3t+tLVxAsoPRwHEsQGJmQTQ/Pzles/rD6N5688bVywK5XC51u51iqWzZVqHg7e7uFIuVJA0dx0kTXfTs1cU5bTjXRutcKYUPkNGQpkmucyGENkZrPgTMhMgABkgTsWESAoWUUkkphRASgQj5CCEDADMDMAEgIjMDskAGoUTck0m7c++G1mEYZn1tJcKRVkEqhUpJKW3LZpQGhFJKkEAiPMLMCAgAhhkeMAAMAOYIMwPAv/4vfgsAkJnhyBOf/XUhIE9DJUnaNhBMlP2vv/Ilp+ARQmtv8/6tW+9+tLm515aW7Rddz9f72weebSWxTtO0XHQ8XzGr+YXFL335RctWt6/f+cEvLneD2AE+sTJ74uTScBTFcf/Jixe+/4M3mr30xq3Gb7z63OsvP5rGWXcUjQa9m9cu/9nfvP3c018aRkkej5ZXZsMsa+w2fMcZxOnisZPlUiWNhpt3r63OzfheUQsVmnS73ZqeWbJUmYTSJj5o9G9dvbSwtCyVz1kr7PQq40uMhhCQM22M1oZ1nkMMBpJwuB+yYVPyVcGVltBSSs91F1dOo+MPhsm99fbVKx8qAZVqud1qlSoVy7LKleL29la1Us11ysxG81jRO76yEMVxpiHXWikLmLOcc23CcJSmqZRifHwcUegsN0bnec6GNYAGMkbzISQDeIiIhBBKKimlEEIK/CfAjMAAwIeABRogSXGP4lb77jWEJIzyIdshSyLLthRaSpBABCRJwkJEADaAQkhEYkZp2UJKYEAiQIQjzKy1NsYAwG//1m8CADIzHLnw7GsAOXK+srIiHbvbbXuKv/HKS16xgMAHe/c3bt9976ON3VYHkOyCTMJOMiDfsVibKM6sgvLLFcPW/Oz417/2eUvRtY9vv3tn0M9sPRyeXxufnfS7/Z7J+k89+dh3v/u3YVrotPg3Xn/4k59YWN/OoyQu2zoddv7+J5fKxXnLLpcrxcpU/fbde6NuR3HWCUarpy+kie4e7NZKdqu598Tjj/U7vdhwLARIZRhynRqTGG1uXL1+7OSjxWJprJTfv3nDr0xkWczaoGFgRmYAk4tMGMFZGKcDV+LCzGS9UpFkkxSWLSyv3I8hjvO95vDa1ZthLpTj9gd9xy/Ylu0Vvd3mbr1a1WkYJakQ1smF8c98+lO7jf39/dYgiJCEIJkb0NpoY3Ses9HADCCkUiiUpRQQEmJuTJ5lWmtmw4BwCJFRMiAAIAIJoaRUllJCSkJAYABgg6BBKAy7Im617lxBzMIoHWAhMlIIy5aEBIAPEAIAAgMJQiJtDDMCYGbAgCEgqRQIG4mklJayAJCBAfC//M3fBABkZjhy4dPfKBatPIkBSDNHWbSyOPnaK19xfR/RHOze21i///GN3U4QhFHW77WiUde3yuWim6RZmhql7FK5DpY9P1t7+eUXlYWXP/z4yv0g5qKOumdXaxNjvrL9gu9OjBd+8eabY2PLpdLEhSWcrFIrdOYni2jCLDOtg/aln73daQbV8ZnK6up242DYblOeRDlPLhy/ef2aZeJetz0cjf7lt193FLLwOnGiIZmsSMIUwB6FwQdXNt1SHdmcWVvI0v5eq5+kuWCNYJABjDE6C01Yt/3ZsbExp+K5vnQ8VFbEqMUhyuK2SvY9DhTHUZ7eG0C7G7NGI+z+IBnlaqs7AstDnZLJlKKHTq987nOfMyijoLe9s3/Q6gyGkTFgGICRGZgNMxtjAEgDAHOW5UjkF0u2bUkpgU2e5QzAhg0zAwD+EwAGBmCjEUEb4/meUEogo7Ag6lDY6t67QqyjOOoZ9+5ORxus1yqFcsmxbSElESIwMzAbANDGAD8AAMxMRHmeayZBgoG1YSQpBCll/97v/zcAgMwMRx5+6pVS0U7jURJnJGQO+fHV2Ve++kXHLyDq5vb65v37t+/3g0R3u4PdvUaa9F3LLRYsztDopF6pOW4xZT09O/Hlr3yBlPj4w/fvbQ8cp6wEri1Pra0sFSvjjW5HiWzz7o3m3t6o23zpuQuTE2VLFaYmx/uh7rT7yNBurN+7fcuYcmF+7f52IxoOTDwKouSRi08P42G/s+sg+5bb2W+ePn1qbnXtYDBqNHcfOjaGkG3uBKmGbre7vDozHIxmJmZu33x/56A7CiM2ORstpVLK9m2nWFDnF+qTlfHc8iIu7uyHOpNhnOUQT0y5Ou3DqGdHLZUNu/14vTFYqHtFHoJCYUlVLobk7g5db/p4uTJRKTo6GpTKpWK55lgyZ4ribLdx0NjbHwSjxn4rjjPP80qlEiIygGYGgDCMtNaAiIC2Y9u267uuY1tKin6vE4UjnZs4iU0W5zrPsgwAjDGtTnd2YXF6fsFxHGl5EHcoavc2rqLOwzjqa+etD65tb+/Z1gPFUqlcLldqlWKlVCyWLEsJIQEYAbUxbAwzAz8AOmdgYwwAIiMAIOLv/3f/EwAgM8ORC09/w3HJZFEUpoQiNenZU8tfffkLTsFHMI2du1v3t3759v1GN9Q6T5KWhKiovMlaccwrWwXLrdR7oQEpC771/HNPk5Ifv//BMIKp8fm1ldX6RMV1rSzTmzv39zZvNjeuFxwzUbROnTpRGKvXHHIrk7caZnenUXCtakGG3ebHH9/qpUq6Jc6zXqvR6w7OnX9sdnGqUJAlWw073Xff/eipZ58p1+sf37zbPugtzNfrE5W7dw+kJYl0wVGFYgnYXL/ynvIrtuMUi6WPr95cXTtVLFXSJPPt9JG5SOYcjEQvEVEu2s3mMAhJ2WhyC3JPGQcTMGmYJPd2O9NjannC8VztyVwSGbZjLftqvC1ntVXlwb5t26mBoqsmpmbKlTFAFQTBxtbuxs5+EGZpkiipmBkAmBAAkiTRuUYiABBCEik2WoDRaby3tc4mFySYAYkJfwWIDrr9senZmfmlgu/ZXlGmA5F0+5vXQOejKOoY/92Pb9+7v0UmB6MJEYmkFFJJy7J8369Uq+VSqVQuFQslZSspJRKxOZSz0doc0ibXhg0b/sP//n8DAGRmOPLoM69KAYQmyzSCyXR26sTCV778ou06SNzYWt/d2n3/SqcVpJbFAjaLKn1k9Wy9VNzvBAfdLNYql3ass3LBevHFZ4SS//jzS0sr5+bmVy0h/ILU+fD++q31W1c9ihbGPc/Gfq+1sLg2OTtTLaowFzf3wHLqcXBgQVTzLcjTe5t7t+9udQZxGKdxGDx84fH6eHVivGwL2Nve+MEbbz733IuFgr+xtWPAGpuso5TxIPA8mxwLWQAJA1og+eWxg/aw1e7dWd9w7AIJAkTPMadn84un60lz852Pdqr12ZW1VQmE0gFC0hFlfWliowdIaZSJYJS1u8NuN0mjYbmgJOssynv9sHT84tnnv6bzJM0zJNXrNLvtfYU0Pzs9Mz0bRsk7H912fX8YjMI41bnWeZYkmTFsjGFmQQQAQgggAQAIrJOgubUOWispAQnwECEBIjFio92pTUxNzc75nmt7RTsPRdbrb91gnY+iqKP9nnaCWIdBPw4GQb8fjUZJHJo8IQBgFoRKCSFICWkXiodK5VK5XPaKRcuySCACGK2NMQz8e3/4PwIAMjMcefSZl/MsR0THtqRElLQ0N/mFL3zGciwkaGys9zptp7RKtlP08cMrb6/fvTJRmum3+rvNAYCnFBeqNDk1Pjc1/9jFTwDiO29/OD21Nj45IzDvtraaWzeEGc2MF8sFK0miTi9o90cn11bOrE0Wi15vkFy50/Oqc8ViNYsCDluuDHwLh/3B/c3GRzfur+8GTz/7xeWlmbLPilPXVq1O+O6H12enp+ZmZ9qDUb83DHIoOlgoFmzXMUhCWIYZABkxTHh9o5Fk3Gl1wWjPd4WSmMZlq+lZHAfZmUn+5GMLEli5ZYOA0soZkJMkTvZ2m8EgjIOs3R8hkM7yjb3WzsGo5rnVglc/ce7il15hEowEKBhY50k0HHTbB3E0ciyr1Ys+8cg5x3c3dw+2d1uDIGF9yKRpZgwT4SEhBBEwEgCYZLS/vY7GKKkEIiABAjMTkUFstFr1yanxqSnPdZVTsExsm2F34zqyCcKondlUXWKrlGepZcs8TbIwDIPBoNceDHrDfj8aDkyessnRMCIgAYARgqR0fN/1PKdQKhWLJd/3Hcf53f/2fwYAZGY48sRzX19YOe65ju9Ix/OCYMRZ/7lnn1COgwL2N9ZHQX9u/qEsT2tl5/L1yz/+2d8GfU5iEnKMkUpl6+zZY2fOPOw4VqHgIJlOZ+hb5Wg0auzcwry/MFGslx3O0tYw3ulGnYEm2zu7MvHY8bJfUL1+fuVWw6Dwy8VaaUZoTKN91kFBaIv0Qat16fL9XlLNpFpZHj9/bMGS1jvv3XznoytPP/nEidXV3d3Gh+++D16lVnPrU+OO7ZJQQFJIdShjff3WOgm30+7VKuXZ2WlCNpDnKYIOgijb3tldKQ7nq5mDiW1ZSvH4eN1xlRDZqK9vr+/lST7qjRp7B+PjNQG6r72dvLh26uTpEyfqc3OyUCLGOE4zbQjRIDOgZVk6S/Z3Nrd3dubKcmJydnz8/6UJTmO+X/PCoH+X67p+23+/l+e5n+2c85wzZxaYYR02C9hKLJK+0ERf1KSSmiBQKQwYGJ1ph2pLfVE0bknVEGNaMXF5IYkRrCRikwoSaGGYGebMzJlzzrPd63/97dfy/XqfW/l8zvoIv/dPv7reHlIS7yMiEBEAGGOIQJAIUUN39fw9ArXGEoDih+AWooBeXm9OHpwdnZwUeW6KSZbGHNrN+1+SFJtu2HhHq6eBpgjgcgMg3g+SIipaRt/3En3X1GPfbtc39fambQ4xBU2RQZkAVZFImayxVVX9D7/5fwMAqirc+YG/9FMf+eR3NPvD2O/vP3ltOBxsuPyLP/JpkxeIcP7s3bbuCI+ub25SDFfrZy8uviLBDT1NFg8/9tFPfusnv+X+vXsqtOtvpqWRNFy8ellfX7P0T+5Nzk4WoLFrm02dXu2CmMrYiqx5OKfvenNSTmBf+y9/9TymwOrzYjZb3suKmWpK9ZWGXZExIm278eZmH316+OCsrGb/5Pe++vtffOeNx4/eevzwT/7oT0KUFsz9+/Ozhw/zcmKcY+PyonRF/uzFq81+7NqRdPiBH/huZ60qqo4MNoS+bWs7rUz7fM7+69/44Nn7z5aTQmJ3OOwRwBD5KLkpEGnXNor08I2PPXr72yWbRybDllnLjAwati4ryrKaGMOZc2yIgcZxOL+8uH73j7747vmT+yefeOuNi3W77oDYeB9VgQhvGWOYICEhAvj++uX7jGiZCVERAQABgUAAXl1d33vwcHl0XOS5LaZO+kyb7ftfTjG2Xf/udX/09Nuz2WmKIcWooGVVjD7Uh8YacsYQI0icTSo/Dr7vU/D7w3Z9czP2h8N209dN9ANIIkRi/s3f/QoAoKrCnX/53/yVk7P7IaWuaQAljfU0a//FH/l+lzkAePX+W6b4AAAgAElEQVTBu+uLmz/4w/cP7aAajh7vk4SMH7z5+nd+8lu+a7E4lgS3koR9vx379fX5i9jXrx3nr58tcyO9T5smXNwcDoOhbFJOVmVRguFFNn7qscuc78b0lT99JtFDGlXVWFfkE2c4+LrZNw8fnVhDTEqiiCQCitS043rbHPbD1dVhvelOHz19dn6122/vn92bLpZ5kedFmeUZWffHX/nGbHH63te+9s//4PcvV7MkYo2VNGBKXds0Tfv4o687f511N1985/3nzy5/6Ae+7ekbZ+eX+69+5WvPnj334zgO3mXFkFLTDWdPv/X1j30HG+ujV1UCNYyAgESI5EdvranKvChzAplMp2hc4cwoXGZ2aA/f+MbXz1++RC4ms1PrSkBFJDLWEggiEFAc16/eN0wMgECAH4I7CfTZ1fX9s0fHx/ecY1dOnXQ2NdsP3pE0HOrhf/k///Dt7/pzr3/0kzZzaQy32JjlarVeb7wfCXG1rI6PFilFw+SH2I+DNZRS8P1Q14e2bnab9fr6YrtZD1372//kjwEAVRXu/JUf//x8Wby6fPny5QWkJBA+/okn/9Jf+hFjM0B4+d7XL19d/sE//aDuPKO+8dHVJz7xqdcefXI6PRVIqoCaUgi73fXF5buhvTiZZ08fHM9LE5Nv+niz77etdB5m81OblVFRBZLKR15bfexUJNYh6Ve+8s0UB4leUyQFZiIJIbTjiA/Ojp1lZ511lpkJkYhEBUBEIYENkQdPh8Pw6tVFO/guohe0xaIoq2HoX1zs2RTN4eaHfuj7iIAJDJKkBKpD1zbtgIWhsH37pPzyO1978fziX/jhT3/i428YVwbvr68u95v1zcX1+cXm+eV2fehWD9989NanFA1bdNaEEGJKTGitzfMihZBiNIbYcJJ09vDh4yevHR+fVFWZksQY97vDn/zxl3/7t/+Ppj0sV0f37z1aLJZFXhCxICESy7i++KYhZEQCVEBEUAAESIrPr9YnDx4sj07zzJq8KlLrtN2+//WU2l09/NbvfuXNb//etz/xHca5pm66rsuyzBiTUmLmoiwJ06TIAVRURSSEGGNSUU0hSbLWDkOHmPw4BD98/nN/BwBQVeHOX/7LP19MzMvz5+vNFoWU4KOffPPHfuzPG2OA9NnX33nxwYsvf/Xm9P6jb/vkp15/4/U8zwFJARVZpa/3V5fnz/r95dEEXjtbHk0da+zHeFWPV7thTGSy2Xx1vyqnSTWkFML4+NGjs+Niqlddfc1sv/QnX5WxBQkiCSWpitHgfRe8OT1dEoG1xhrLxjCzs5aZkQmJFRCQABWUIFGMOvrQ+rQ5hH2fnl8fLjf9zaaeldn3fvd3EjOT0TSmFJKoiIwhUJ5dPvt6FvY+9Nvt/od/4Lu++zs/aaxT8UO/P2w2zW5/c9N86Z3z98+v3OLe8aO32eZoMM9zVbXWgIiqTKczkciIkrTvBy8RiVTlEx//2BtP39jvDxfnl9c3mxcXL/suXLy6Pn91Lhrun5689fSNRw8eF5M5IlqI2+sPDKlhRkBQVVFRkSTDMO6b9v5rj8vpLHMF51MHo0v1+r13RLq69e9cDylbrI4fTKbzcjolRBFp2tZZm0Sm0ymqSkpt26aUsiLvh8GwG4ZRZVQQRLLWFGWWO5ui/5mf/OsAgKoKd376pz/f9PXzl883m4MKIMO3f9fbP/pjf4GNJYI//eI/u77cfuwTP3xy9tgZowlFVSSlNHbDdn31QbN/OcnSm/cX92c5kYREbR8vN9120NlimRVTARsS9b3vhn42n7399hvz2aR0OpF1c7hyzvzRH/6JDrWKVxHUIMmjSIo+hmy1mgKMRGT4/+ecY2OQia0zZIxxYI2IoAIjJxEFSAgqMo6pHeH8/GocxZXLPuAYUSWpqE/ANkNDgvb8+Tc3r75BEmJKs8J9+js/+env+VSZu7be7bfbw3Z9cbn50juvLtc1VMvF2ZuDTyHFvMiZuchzEHHOiihCMkxFXo1jjBqJoXB2tVyAMdtdfdi3CORym0TbYex92O/rzdWl77sicw8ePHjt8aN7q9lhexH8eKvv+6Fp267tu65t66FrHp89/PT3fY/NsywreXbKhDY1m/e/GmPXdOGb+9BjIZAbY7NyWuRFluUpRSZmw0QEIETITClJP3okdNakFCVpP/TpVozOmElVMei/+0u/CACoqnDn+3/oX2n7PkiyzrmsBJVv/ZZHf/FHf9BkGSL8P7/zO5vr5vt+8F9TLgEUBKL4frhp9y/G9nxi4fX71YPjKkdKfuxD2vZydRDhyXQ2zYpM1HQ+jVG9T0er2euvPZhWOSlMy6ygemyujOE/+P0/HOsdag+QUJKOAcTHOIZkF4sJQgIAg8TMRGStISJkY4xlNrfYGQA0nFuTAaMgJAVUxeRBFTUpmFEwxDT60PVSt+HQSzOkZoxZcZovJrGt+/4wjl0YBoj+dFF+6uNvHB3Nt7vtfn+4uNh+7evvNb3X6pjyo/l0dr1dx5SYyBhjDTGxdQ40eT+WZZFSqsqSzS02xviQRPSWtRmxVdWyKtuuU4Eoen199eLV+eX11dTB06PZzdX5pm46H4aQgg+GsCzdfFKoHx/cP/3nvvd72HKWZyYrrXXEZvvsneB92w1fu25uRi7LAm0hwIbNYr4yzLmzY4hsbVkU4zj0/YAINs/GcZgURZ5lSMSEiCQihCSSYoyf/YWfAwBUVbjz6b/wrwNbV01dOS/y4mQeV0X84T/3/Zw7Bfm9f/yP60P42Lf8+aws85yiP7x69e5h80HBw9PTxaN7J5XTFPrRSz3CzSE0AcFUNl/EFFAhLye7uk0Kb7726M2nT6rSGQPBR+9Hhw3GQ+HcF7/4pf3NJcOAGiUG9SNKFPV9j4vVhDQxESkQIhAwoSoQG2YmZmstMyOz4cwYx4bZODSGkPUWCIEm0VuICACGSEViEB9lM4SXVwGXT9kWAgiaNCVJYbe5ZsL7D89UUFUBMIYAGsfESchCasdbHgBC8NYwAPR9n2IQSUTQ9z0i5nnpnDXGKKCqdl1HRM6VeVHkeaEq4zhuDwdmk7y/2NQ311fZ4dWLzSGyQ9SyzPPcVdXEGeOYm+16krtPvP10UmV5kee5y5wDNtfvfSXFuD+037gZayjL3KLLnDMiGqMg4HS6AGQyVlVUxVlXFAUaBAAVQCRFLMpy6Pu2bYosn1SVteav/8RfBQBUVbjzg//qz/uoeTmdTpdPHhx/+ydOyO9OViswCATb6+sU6ej4jXHcXr187/LiuQ7rp2ez1x4cL3JKkqJPvZd1HzcdRSrGBM6VwasrchWIMbks+8hH3lrMyuawG/qu77og2g1hXvGnPno2m5ivf+Pdy1fPdOwoBYm9xhFTSDI2rZycLiF6BGUkQhCNRISIhISAxISIxGysBUAmQ8RsHRnLbImJ2RIbQERQRAQARYJbmhB06LsXl/WWPyImQ1BUBRE/9vumOzl7zEwECArECADErIiMiCrIDICqCgAIoqoAoJpUxPtht9t+7RvfJDZFngOgSEIA8yErSqo6nU7zPFfVq/Xa2qywBo29vrk5/9pXgp3ks5kmn+duOi2ZmQBANUqUFPzQl9YsZ5PlfDopMmNo+8GXgw+7Q/uixZivJPR5VRVlPp/Py2I6DL6azHaHuu0HFbDG+BCcteUkF4UQ1bgsz7OiKPqub7suRUEEIvr3f/FnAQBVFe786E/8h5kxZyfHb7326OHpnDB03fW0ssZYBTns1kM7jkNYX70r/e54Vb79aHVUGk4xqg5J25G2jew81COwzWxWAPC0nCoiGRNCsMxFUYy+n5RlWRRFbtmycUWeUWX8amKevXz18tUz6Q7qB40dRI8p+NAf6vH+2Yn6TlVJgRAAEwDeYiJCIkJABCAkRAQmYrJARgGJ2RKxtUgGiBGRDRs2bCwiKkg3DM1md7Ot2/xbYlYIECGAyH63m8yPinKGIISiAEhEyAhKqECYkhISMYkIACAoAigAISACgITgv/Tlr+4P9XQ2E5E8y4L31jlnXV5O2rbt2paNmUyqpu3yogTV+TTPLcfEh7olon4cfPDEPClza3BSFpokJH15cXk4HAxjZmgxrZazvDn/Zkqpbnudn87uP5o4M0YB5WEc23Y81E1ZlQrkY8yzcjqdASgTucL2/XBoexGYV/l8MRPRpvN12yGgse4Ln/lJAEBVhTs/+8u/9pGnr58uF5ZVAUKKY9jmJThjQle/fPbNm6tXaexOpu7NRyf3jjKLkoYQox8jbXu97iBSzjazrooR2eb96FXEOffg7GQxnyECIk5nZW6ds9wP/b5pnMtUsarM0vn1ent+ee7bbRw79R3EUcIYh/ZQH+4/eBD6hkAZkAgRAUABEBEAlZAAgdAwM9xCZDKIqKqEhMRICApsGIkBkRCJP6QA4+g36207QFu+Fc2cCIlpGIbg4/HJPSBSESYEVEJCRABgw6CQUkJEIlQFRCRAANBboISIKirx3Q8+eP+D55PZfAzRORe8t84R8S1jbAihKHIFtcY6Z8tyut/tQNVYO62KPM/yPBuGMUgChSQJAVLwAJBE26ZRkKauZ7NZntu+bUUAkNAZmzlJgsjGZCKSFPb7fZbnItr3XZbneVH4cXTO3goxAmCeZadHcwEZfbq63qKhlKipu7/z2Z8FAFRVuPMbv/X7oJgEFFAIUgwxHQDbzfXz65fvj812Ubm3Ht9/sKpKEkkxJB1DbMewaamNXAcegzprimIKZIuiCjGUZf7ktSerxURVDBtErLueEDNrmrbxKRl2KpDn9mxGfb8/v3jhu30YhzS2OnYaxjh0m+3m/oOHvt0hqkE0xIAKAESsIKCKRAiASMyMiACAiKqKiMxGVRFJVY1hQEQAQABkNkZEQ4iH/WGMts6fRrswhAKw2x0Wq1WWFXiHCRGBiAAAEemO3gEAVSUkUEVEAFBVBEAUkPT81auLq+u8msYkzBxjTCmpQpbli8VCVcfRGzYiggjT6SyltF6vRaQqK+vsLcOsJJKkruuyKHOX9X3PxvhhHP2QRJi4LLPZbKoKRDQmaduubZsxhKKalEU2LYsQYzcEY9h7jwRImFKcTKaIaq3ru9DU7XxamoyMtT5K7/1hX6ekf/PnfgYAUFXhzm/81u+BogIqEID2/fX11devr56P9XqWwZsPT5/cX+aMmkIKYwzSBN22advLoFkCMwa0rrDGKqACTarJg7OTx08e5rnxPvrRA6CCDONICFWR+3EkYxHZsE2g8zyi9C9fvkxjE8MQukMYGgxj7Nubm5t7Zw/isENQy4YQVRMRISIRAeAtVUUERKQ7KektRCBCIgRAEUFEQkAkADDGIpMqhBi7uvfJHfI3opkxU9OPSWk6mxMi3yECQiQiJJKUiAgAEBEA8A4ogCoiwh2EWyIprLc7n9LNZjeMHhEnk0kIgYiYrYiM42iMWS6XhhmJgg8AGEIE0BgjICKAqBhjrDEhxulkslrMRFVSSqJd2xFR27bb3b4oiqOToyyzbF3btPvDPtyKqSiyIs9t5g71oW07Zy0RLJfzGJO1RpXLsrDGGGtBNWoYx9j2se37cRh9CF/4zM8AAKoq3PmNf/QHCgAiYeyvrr959eprXXOZc3xyevz4ZLacZAYhBe9DGLwcurDrpfFGXekjuixnk2VZ2XYjIs6Xi0cPH05nVZYxoTIyIDIb733wY+aMYfRDb601Nu/7MSKTdpMcry8vQ38Ivh3bfRw7SjE0m/V6fXL2UIYDqBhCJgJQRFRVZgMAiKiqAIofAiISgT+jSMrESRICIgARIwIiIREiqmrX+cHT3r6u+XGS0PTjZH5kjGUEZiJiJgQUREZCUAUFQEBAQEBEVUUAJgOgCkCIRAQqKYarm+tvvP+Bsfl8NiOGPM+HYciy3Fi73x28DzGF1XK+XCxFteuGzXanCsvVChFijIvFIsRY72sEDCEw43RSzOdzJgYAY4wqbHe765tt348pBUCdzafMLCJFkU+nk2EMddcx8cXlK2vcbDZdzqeGwTmrqhcX292hLidVURbGGACNUbve32x2WV44577wmZ8CAFRVuPOb/+iLfdjdXL9//vLr7eHcYnxwPH90sphayMBbawXIe9+N6fnVYT8aNFPM8izPVXA2XyLxft+QsVVVvvXWU2OYCJ3lssistb33XTd0fW9AF7Np5iyAMFM7hKYdmY1Kchzb5mrs9r6tx64mTSDity+3m83i3iNKncZgCJlQVZkZ/oyI4J8BAEQiwlspJRUBEGMMAKgq3oE7iMjMiNSN0Y+w5SdQnh26Os8Ll5fMxhpiJgAEFSK8pSqqQEQAQIgKH1JVRDTGqCoiEhHeEk0xXlyfP3t1mZKWzqKh45NTa83hUBNRWRaLxYIJx3F49fLCubycTAYf2q53Wa4ioJpSIqLM5apKRFnmiNGxHfuhG/qiKIwxIYYkaRi996MqWOuyLPO+PzpaWWvW223XDU3Xq8hsOgNEJiCC+WxalnmMvvfherPf110KQESz2bTrWufybvD7Q/2f/8rfAABUVbjzD/7hr794+e5h94KlP1lMHp+u5jlaUtIEMQhxSLpt/MUhDlBk5WwcVZGn02o+mWRFMfgoAicnJ2dn90RSZjnPLICmmNoxDSH5EMcQF6VZTioiFJUg2neDD0kVQpKisGnYHtav+naPKTiDmGJ/86w+7KvVPas+hZFUjGHVRMRECAD6IUAEAGRmABVRACViRLiVYkREIlJVIoI7qkpEzIxE/ZjGQbf8pMNFFJnP58YaZjLMCkpEoIpEiCgieAcAiAjuqCoiEpGqMrOqEhEjSkiXNxdjUrK2228RjQLkReHHMcS4Ws6n0xIAYpS6aWNIIphEfUzdMBRFbo3J87woChUYx5GIVBUQqjw77Hf9MBCZqqryPEsqg+/zLMvzwpAxhkLwhvHWdl8fmmb0cRx8URTL5bLpuv3hoABlWc5K67IM2Wy3+6gQQvLjAIgxpDGkJPqrv/xZAEBVhTt/43P/VozD0ax47eRoUbFlMCqqKYUQYxrRbtrYJ1cu7s1mi7obUsSj1RGRIFJIMvpwcnrv9PTEGlIVQ6Cio08hiXX5MPqkqoDOsB8HRjWGfYyEmFsLiF44qe4v399ef2Ao5YYMKibfXL7XNnU+P84wRj+gChMCACLSHUQQUQDAOwAgIgBAdwBUUgQAvAMAqgp3mJmIELH3Mgy6occ3natm89mkKjLLjIDw/1FEQAIAVQUAJCJEBQBVRGQiQFRVRDTGqCooMKIfxu1+8+7z56+98dqiyo3JvPcxpRiCMUzEKmqcNdYe9k3b9nnm2LACbfaHlKTvhzzPy7LMXZHlWeayumlUwRmIYRh9WK93qoqIRVkgEzNnmcsYT06OiFFSFMWUdF83m+2+bXtCyjInhGMIZV7FpCqJmGKMbMhaRqSUxI8BEaMIIH/u534KAFBV4c6vfOEnH91fnM5sgYmRRAFSiNGPUYRLLJZNIC8mgRm7rqym88Uqcw5A93UfY3rr7beqSRljMNZISsFHVZ1UUySW5FU1hBRS8pIQsMidimpSYy0RH5ru4np7c7PZXn7w5pP5rDIGkoQxjk1/8353OLjpUWkhjgMhICjCh5gZEVUV76gqESEiAIgIABCRqqQYEIGIkEgFARTvqAozI2I7RB/g3B9Bfn++WOV5xkSiggSqmmJSRCJGQsNMxEiQkiCgSMIPETMjMQACABOhAoCOQ789bC9v1iHJ2dnx8XJh2DBzTNGHMAzx+mYLiPPZNITYtt1sVs1ns2Ec9/vDarE8HA7b/cFmxTD4oixElIkm0+l8NjWGVaKI1IfDbrMNgilKnlnnbD90iLJarUSkyossc0h4qJvrmy0ApJQUQURdViTRuuvZcIrRGLYGRTRFCSkKArNre//3vvBZAEBVhTv/6z/8Qs7gIKAkFVXxfQCPGbtJ4rL1sO0GBQdogUiS5FkOiIvFAoBOT09Wq0WSqCLMph/6oiiqsgSFYRxijCkmVbTOBflQDGkYhrpur9fbQ93049B3Y5E5Q/JtH39YuZR8H8ZmbHZ+82LsajXFpHApegJgAkYCUERCRAAFAEQCACJCRABIKRERIgCopKgKzCyqAIQIAEgEoEpEANiPaRjT+biYHr85mUzZuaQgIoYJEVNKIkrMiEh34A4iyh0iQkBixg8RATEbkdj17b7evffs5eXNvppWD+8fI0Ce59YaEe17f32znc6mkyo3d66vru6dnqyOjkDBoG53+7YbFDFJmk4mwzAc6rrthqIo8qLMs6zIXBjH5XJ2dXXTtl0IEZmJKMZg2BBz8IEJTo5Xk0klKQKAiBhjY5Krm3WISZlFqWt7JJM0xRSOj5cA2nbD4dAiub/7+V8AAFRVuPN//fpnCUFEkggK+BhbKHFyL4rth7CrOzDZ6NVat1pNncvrugbA5XLx+NEDYzilMA5DljmJMplOXJb3wxBjJKIQUtsNucv3+3pfN+v1umnaMXglZsI8z6ZVde/0eD6t5rMppPawvVBfp7HptpexvpYw9mOczaYIQqAEQKhwB++ogqogErNBRCJKKSKCKtxSAIRbqKCEAICqyoQAQIREZvRS18MHTTU7elpMy6woFSklQQQmVlUAVAAiEhFmxjtEpKqICAB8B+8QMgLG5Nu2qbvmZrt/dbH2EaeTAgBOTk66rpWYVstV3w/1Yc8WZrNZURR935dleahrFUGg+Ww2nU5i9KipKIrD4WCs29VN13VFUYJwZh0xTKYVkwLgB89eHJqOSa0xzrlx9CGJJrDWLueT+yfLYRisc96P1rrr9abrh3IyFdWUQIEOTdeP/dHRMs9s0/RN144+/r3/4G8CAKoq3Pmd/+6XVJKqjj41A9mjxyYricyhj5fX+yGodTkTT8psuSiLotpud6cnp689eYKoAMKGkiQRQMSUZHforjd7RGia5rDfh5BEoKlbNlhNSmsMsTm5d5I5O59U1pjptDSshl2Ivms261fvhnbbbV5qX0vywzDOZnNCIFQEQFUAYGZEBIAYIwAgIhEBACIhgt5BJEVCQlAlREJQVQBQTQjAzEgcvO737TvXtLj3kazMXFYoURI1xhIiKChAiJGImBnvGGOIiJkAUFUBAQHYMCIaNggYY+y6uqnbMQzrw35/GINPeV5MJpMkyaeYsamKQlSGsT+9d28cBgEEpKIotttt2w2TspyWeYy+LAvn3NXV1Xw+xTvT2SyFYK3bbPfnlzeI7IwZh361XBRV1rYtE/ngp5PJ2I+gFELMyuLi4sIYUxZuX9c+SJYXRZZXVT6bVcSgAl03ElnvYz+OddskSX/7C58HAFRVuPO//zf/Dsa+C/SqgRGrrFyUWXZ6sri+ObSDcp53ff/o/tl0Wkoci6I8OztbLucxhiSqcisNPtxsdrvdISVdb5q66YehAxEiWCznWe4Wi/lyPi3uiCRDCADWGgUMIaqKc04kIsH5B1/bP/9T7a41jaip7frJZGEhISkRMSIAEBEAqGqMERGBkZAgqYogATMBoiQBJEJCRAUlIlUFAAQFBCICwBDksO++9DLOT95yVUFsrMt8SNYYZkakmFJSNcwAQAS3iNg6S0SSBBGsc4QfIkJEVtVx7L0fmq6tm3a6XMYokPBwOIzjmOVZWVWGeTqpiqKKSZKkGELTdUM/rFarru/qprfGVEWGoGMI06pYLmfOmaZp66Yjzvw4rJaLq6sbY92+boL3mXPGmn4Y8qJAQolSWDuOvTUcRfsxrOZTlFhNp83gLy9vhsHHEDPHq6P5cjnLXZ5nmbWuH8am60MMxtof/yv/BgCgqsKd/+2/+Im1d9chbwMyO0Izn00fPrivaqKYtu8UIM8y74fVfP7G0ydZnu/3dd8Pddu1bTf0/TiE/b7pugEAF0eLonCg6ezevXsnR0SY55nLrIgiUUopprg7HBAAEZmsShJNVZUbImI39N3Xv/j74ea9jA+OoG8EM5OTkEFmNoiqiohEKHcAQQGZEBVFBEDwjqqoKBEhMRIikogS4S0ARURiE4Js1od/9l4/P3nKuVWgrCiJjUQhIuesAkZJhKSq9CFkZgAgImOM994Yw8xE5JwDwJSi92NMYz+mq+vNGKKxzhAWeZ5lGRNWhUMiBCgn86KaHepDSuLHoW1bEYkxNG0/n89V4mq5KCdlnjkCRITB+/fffw5o27Yt8sy5bLlc7A/1frfP8syP3hjjnPPeg4phNNYggijWdXuymt87OYoCQOZw2CPCMAZjuO9750yVZ7vdDpF9CGS4LEtr7Y//+F8FAFRVuPNf/uovXHeaFRNI3mRTEasIzMicjaPkRYbM4+AXi9nDs/vMcH5+GUJSxbZri6J0mbNMZekQFBGXR0vDxllaLmaM6L0fes/GAGGMyXvPzCGlLM9EwPugqkTARG3dksk/eP5qe3O9sE1q35+ZAKNE0MoSWSBig3ALEZk5pQQAKSVCJGZEFFBIiYhUVSQBAN0BQAUEACJCBLwDiD7qet3/5u++tzh5XEwKBbBZUZQVAjqXucyJKAAiUgiBCG+ZOwDAzHiHiJiZ7iBijMH7frPvLq/WxuUikFKYz2aAYJnm02I+nxPTZlcX1bxpWwTsu8ZZU1VVSqlteyScVIWz3A9DirHIC2udoMYQ+m4Yx3EymbIxy8VyHMe6btabTVkWR6uJMSRJ2JjNZp9luXPZOPqqyKuiSJIA0YeAiKqCbFNKMabMuZjG/W4fIxKRaPDeE9FnPvMLAICqCnd+9T/6gnU5s82yMsTYdXGIkuVZU/eG7fHR4nqzc7cMq0qKYq1xzuaZO7u3KvIciRCRjavKjBgAcBy9IShyl1RDSqB0yzKN46CqCAAqWZbFGG92h6b1V1eb7XYfRSbT2dX1drutH5wdHU8MHJ4ZWVMaZg6tQ76FgIC3jGEABIAkgqKACIyIICkSICCACiKqCigCILJFAEQEVEBkIiQKCTpVY3MAACAASURBVOpaX7TTanHa+263O/Tj6EOKo08pAQIbw/ZDCGiNzfMiiRBhlmXMhpljjIjITHmeI5I1FkkP9f5Qd+vdoZrMUtK2bafVZDqf92NPANY5Y03b9FlWhBRWy9W941UM43qzvVnf5HlJCJmzbdslgUmVz6YVIfRDN59Mizxbr9fWZcTctT0aRua+7QFh9HEYxrIoxrE3hqx1oBzC8NrjsxBi03fTqkRgRAPAQun585cx6aSaeT+M42AMF0UOAIgIqn/t3/4ZAEBVhTtf+Nufny+mhLZto8tcnmcp0qFtkKnMizJzxrqubcuyzPLMOnP/eO6cK4oyRT94j0xIRhMi6LQqYkxJ0nxSgUpQ6ceBEYvcMWrb+hgjs4bBDz6+urjY7bsxQNcPSWB/2CtS33trnCicHi9nlRm63Xg4L9KuxHFW2cxhbjEzZNggGyCIopgQARAFQASUEDUlVCAikYgIAEhoFRT/jGEm5j7KzS6cj6snb3wcmQkZiWNMIcWU4jAMfd/2fed9GP049r2IphRjTGw+5JxDxCyzCmDYgKoxRkWatlkcnQ5BNrtdkRcP7h0bwqv1ro9wvJx579t+lJhy64TQoD55eG++mAfR7W5PZMWPXddc3uyMsQ8fnmQuqw91VZZ5blWlyJ0keXVxNfoUUnBZjsht07osL/MijCMjJPGqKiLT6QxA2rYtyyrP7GZb26xq2nq+mOwPdVv3VTV1mWvqvWgcfXB5BSmVRf6Lv/SLAICqCnf+q7//H69Oj9e7rhtUVBEUgGKIZZEv5pPFYlLNp0Sc59k4emN4WWZV4ZLi9b7px6EfBkIiwSrPijwHVGdtnueIemh6AEBNhmmz2Z6/Wm82O8R0crxQIEUEwKQwjKHrx4urNbPd7+vMFSHFtm1ms3KxWKQYus3L3c2re0cLk9rShGkOk8Lm1hpOBgUUEIEMAwIJIpKoIqJoVFVEwVtCiEhE+Gesc0NMF+vxRTd/8PhtIDLWSVJiNoYBUVWZ2BijAEwUUxIRVY0xhODHcRyGIX7Ii6hIIiJJklI8OTnxSQ51m5dV13Vlnj04O63bYb2r7x2v2Nirm5uu81VRHprtpJrkmT1eTWdVQaCvrraTajoM/Xq7OzlezZeTq6u1qlHg6WwiGos8k5S6ui7zou376/Wu63rnshR1sZgm8ZJi7rI8z9u2dc4ZY7quQ8TpZPrN99+3xpLhaVWenp62bbvZ7PZ1u1qtstyKSkq6226LvPzML/w8AKCqwp3/9h/82hh800frJqjadUOW2arMPvHxj5aTXFFERUWapiXiMnNH88p7v2/HXduqqGPjrAVJVVlmzsQQqslEFNfrzXa73223lokQ1+t9245lWU6neZFZMqbpelFNMbq8QLb9EGJMTd02Te9DvLy+rtvGGn76+FFh0nZzXc4W4zhKaFHHDIJNY2YlN1BaLTN2lgwDkQIoExAxIiOCgqACChARIgIAIvIta3zS8/XwspufnL2JTNY4EUhJyJCqMrMK3DLWGmNEFT8ExhgEhTvOOUQAUAAiRKYPNW17fvHKx5gEtvs9G/Pw3gmyubi6Pj1e5Xn5/MXLfgirxeL4ePL8+bnN8knpFtPqZDmPAutdHYJ3zPPppBma9a4JgabTqcts29aL+YyZ26bJbTabVyEEP/quGza7fRQx1lZlCSLbzebevXshhO1265ybTqeHus0LpxINW1XK87wo865rValt25j8arVYLOb7ffPBBy8+++99DgBQVeHO3/1P/lNELYuJH2JZFO2huf/g+M23nlTToh8GUTXMBOjHkZlnVa4pXW52UbnMuMhyTXoryxwRjH3ftP3FxY2q7A5te6gX88nx0TL6+OzF1enpvcnEESVCBmRgCiFKgih6eb3WW6IpSYi63x9uNttqOnl1fg6SJjk7gw8e3DOsKUoSYaIYegLx46AxGEwWo0NhDJakcFjm1rEygzFoAAwREwKoKjCzsYaNCaIXW7kYVsdnr6ckAAgKgIhMAMDMcscYA7cQiBgQDLMkscaqqjEGCWOMAGCIU4yI4H1oukYAFLnp2u12bxiWyyUbOymLyXR2eXm1Xq9fe3h2cjT1IV1tD9baGMbMWmtYgG9urmZlvloeNV0/Jr2+3k2rbDGfxpSKIs+crdtuf+jO7i0yi9ZmXdcLsLH5vun2+0PhDKh670HFx8jIIYbtvkaG1x4/CGPcN74fRmbMi4xRrXHMWJXFajUbxnhxuf6pn/5rAICqCnf+s//677usUOWm6aoiPzmeP3l8f7GYd8MAiEPfI2IKgRBnk6mPYRi9MbYqqknhmq67uLg+1HVT123X9l2/b7qyKA1qUUxB4OR0oZKurraH5vD48cOj5RxBfUggMKZUdy0hbXft7tBmxpZlxsbcbOqbm+v5bHb//r39fvvy1avD4dD1nabAlB6e3T85XpVFAZokhRRUUgCQlKKqxuQlRUsIKWjsDIrBVDouLDkGS5AZzXO2lq0hsPb5Otvr8ezoFBRAQUEBQEQBgIgAABGJmAhU4RbeISImVlAAIEIRSSk5Y1VEVWOK6+3m6maPbGLySZWInHOTqjpazkHtfD69Xl8e9ofjxeL+yVxVEM2tmGLTD0lS5jIE3ex2202TZdkY/OLWpGiHURWdI2d5GCKj+nEoq6ooCh9kfziEpMYaQ4ygeZ4NQ0/ECFQ3zW5f+5COj4/ms0XdDbv9QSTGmCaTgpAUsGtrZgghhRD/1t/6ZQBAVYU7//3/9D9u93XvEwC+9fTJ608eWINE2Hbd6L2IGJsZZomJkRTVGud99D5st5tXr17drDd5Zk9WC2b2wfvRL6aTzFmf8GpbD0PfdZ2qzqeTqihi9NPZ3BCnFPZ1d705IKB1hpkN2ftnpwr4pS+/U2TZm0+fWKKmbeuuvb65ubq6vNmsN7u1Hzpn+P7p6Wq1mJbVtJqUGTPhrRBTlAQqkhIghJhQVJKiJoUIKSIIqyf1GacqZ1cUdZi62cOsqJAIVEUEkUSEiFJKdEdViUhEEJGZAQAR4Q5/iLz3AMBMzCRJUkr9MOz29a4+lNXkULeAaIzJM/fg/vF22zLZxWoCoGPbn90/Noz7/b4syqoqnWUfwovzy7yc7Hfb4PXWfDHzPjFrCGNZVYd907b1crlaLReHwz74UFbVdFom0cOhS1FCCM7ZfujyPLfW+dE7m7HNsjxn5ouLi24YsyyzzqUkhBTCwAbHYSAywzDEGD/3uc8BAKoq3Pm1X/+fh76rJvnDs/sn944YBEG894P3qlpNJjGBDyn0Q3Oo66bp2v7q8noYx5j8ydFqUhZlmRe5kyQhBpGUm1vu2fn19e7gg5ZlNZ3kMgYR6EafYjo+mj04O3r3/VebfTutqklZxuDns0VWuM1u03ZhGIanb7w2dl1Z5dvdNqUEAJdXl6P3Yezb5rDdra+ut3EMRW7Lws3ms9VyNakmk2k1qSoGtYZAVCQBYJIUNIYYQTUmCOPohwY0VC6vFqerkweECKoppRgjEaeUnHOqysyqmlL6f9mD82hJ77M+8N/n+b1L7VW36t66+3573ze11NqspWVtNltsDkzAZkyYSYghzBkGjDHGBjI2cfBhMDDnzJlJMiQDEyA2MXYsQLKkbne31K3e+/Z2932pfX3rXX7P3C6pbTm2T0jmX30+AERgGIqIlFLSBsCyLK0DAEQEEdEagO/7nudaYaPptArF2tLapr0lFDKVSidTnucnU/Fo1FbKclueYXI8GoHW5UolHAplOuKig2q90Ww2S5VGrdpMd3aEwka97qyu5wb6+mLR8NpGvpAvdPd0RUKhWDRab9RbrZZpGJZpJmKRRsPJFcqGaSSSsXA4DDYlEM8LKtWq1joWi7muy0pFImHX9YqFYqB9w2CtRW8RajYbnud+8pO/DoBEBG2//3/+275sesfEkDK5Vq8rRYYygkDX6g235btOq1ypL60sGwzbMBH4QkoZlmKJhEzbshhCRBqktW9ZRhBoIlUsVWcX1pRpGMoCkEhEOxKxqtOsVZue6yUTiXg0vLSy5nheLBphUYHWyXhUmUqZ5tLyRrlS7cykAt/r6+kxLWUpVatVrFC4UChp3/GDwA7b09Mzq8srfuA3GnXX9Xw/cD03EbWjESsaDodD0VA4FouFwtFwPBIxCMxsGEoHge97nu/5gY5FUmxadijMTNA6CAJAtJYtACnFAG1hZhEJAl8EzKyUAmAYhu/7lmWKSBAESilTGQQBIQj8er1uWIYVihBbnusqyzQMtbq8XKu1wMh2dylGNJKIJ5KB9tyWo33PMLhUrriu35ftNFl8HaysFTdzhUQi1t/fzYSVtZz4CIdDbJquFwTaNw22TFMp9v2g2WgwwbJUMpFstbxiuRJPJjs6OgxluZ5rGobW2vOCcrki4sdiMduyKpWy57UaTjMIJPB813FqjmdZhmXx//Irvw6ARARtL506nc0kQpZqer7rei3XWV3ZqBSrlUql5QbJaMTzfMOQeMSy2GBobViFYiVkq45ERGthUsq0A0GrWU8lo82W23D8Ws1d2ygAEgrZvu9HIhHHadYdh8C2abmeE48lWo1mJtMRCodL5bppm5l0MhqLNRrO/OJyoVDu6kyGbatWa7Y8b9e2Ea39Sr1VKBT7ejo3CwUAXam477UWVzebjXooHFpYXFleXgFcr1VjpmK+Zlm2aZHvB7ZlJ2LReCzSk812ZTKJRJyIRCQcigUibBqB1opYB4FSynVdZg7amNlsA+D7HgClTNwjzBwEAb+LwQrQQeD6gR/42g7H1vPFYrE8PtSniSzbUNABzLrTWF8vKray2a5sNuP7Xr1eDXSLgFKpni9Uk1FrsK+z2mi2PPh+YBhGKpFIRMOsUCrVa7WGQDS4UquHQ1YqFU+lkoahKpVqPl9otXzRwehIXySWdFpBvdawTDMctQgCoFF3lTKUkiDwTMPwnEapXKg2WoYVskiS8ejyesnzXNHuL3/i0wBIRPCe9/xgJCJ4z3t+MBIRvOc9PxiJCN7znh+MRATvec8PRiKC97znByMRwXve84ORiOA97/nBSETwnvf8YCQieM97fjASEbznPT8YiQjaPvUrvwIQEYOEmDXAgEBIWBPuIU3YwgCBNEAEZgYJMYGJmBkAb1HMxETETKIUCN+fEEC4RwDCFhIIgQQQCOP7ISIRISIAIoK2QOu7KwtLG+u+YQ7/5D8MwnHH8x3PdTyv6XpOy225vudrQIhZKTYMwzSUYSrFW8hgkxUbzFrzfK4wu7jsthwwtGFoy1KGmbWsh9PhD/ak9ibD8JzCZt513UDDtmw7ZCvF5Urt6u2Zm1PT5XLR9/xIJHxs70CrVavW6xEzdvKpZ2uV6qun31jNtfq7en7oqcfJ5MXFxdsz13NVzzf7u2Lhw2M9o0NdkVh88s7CxVsX0wn7/JXJlk85kU0jynaU7bCwAikRv7O18fBg+s2Lt+bXq3460znUP9Hfs6uve6w7BdK1Sn0lVzxza9rbXNgzkJ28Ob+Yb/QePPLosUObxSKJeE49nytEWe3ZPrZ9fHSt4rRc7TbLf/Xl/3fHcDYe7xkY2s7h0Md/5qcAkIig7dOf+ISIEJEwkQAEAYgATcIAhIggeJsQiAhCzMQgBjHT21gxKWZiImKQKAbh+xMCAQKAAAEJ3kG4RyCM70ZEeBcRQZvreVdmbxfK5fDEjt7nP+D42vV91/PdIAhEB6J9rYNAgi1afM8PBBrQookYREyKiJqBXlzPV8vVQAekSDFMxdFweF9n8vmu5L6o6glZ0EHgtwJfBKKDwPX8XLF8Z2F1YWV1Y30tcB1hS1mhVEdi52Cy2SxXKrVIKPz+J9/vNp3XTp1zKZ6Oxh7etduKRFY21m7NTm6Wmwj1HRsffHDPKBlotfxXvnVxLr84MtD55oWrS6vFSjSeHBpFNF52fc/3tR8EvttD5ceGO8+8eX1+vcK9A0eOHRrrCN9a2dzem82k4h0RW7ve65euz9y6vr03c3dmrdD0ew4cHh8amJ+djhIP9fXs3bkz3ZEJRcJOszm9smEoo17e/Np//POdI312pHN8bLdY1sc/9lMASETQ9pu/9msAiEgDDAggBAYFEABEBMK3EQAiAArMABExM73NUIqIiYVAAJQC4b+EIAABEAiDBBC8gwABCPcQgfC9RAq1ypXZO/WW2/XcB4zhMcfzfD8IAgok0KJFoKFxjwgImogJRLjPYCVE1+ZWlpfXEXjCBEPBIGhWWpK2cTibeigV2mtKXHzFzMS2ZWuRuZW1q7emlpZX6o1mMman49FiYHT19CSi0RgqpWquXKomotEXn3pWt7yXXztdckM7x7fv7+7Wgb+S35zfnFsvNFtG36O7Rg+OZuZXlt6YnHljem58IL1npPvlV8/cXczR0LiVSEcTMTNkFeuVuuNprQesxqNDmbMX7qxXfGS79x3Y89B47+XZpZD253PF/mxXdyw6efdOYXk2yuR6nK83I9mePROjO4aH+/oGIrEUM6/nctVWw2m5tjIMUD63/LWvfXnX2EAs3r9jYgcp/tjP/DQAEhG0feaTnyQifDdmFnyHEEiwhbYAICKAvgNgJsUKDAYLEUGUAuH/PyLCOwhCeBcC3V1dmFldlkSy64c/3CRq+r7n+a4f+DrYojUgREyKWCliVqaheAsxAayUMsgP5NLUwsrKhogGCykWUgCRCJQSy4yb/EIm+kzC6LZUs1q9Nb2UK5Q2c5v1WtXTZIajvZlkfyZepEgymU5HYq364lpuqVyuxULhH37mOdbyzddO3132ejN9zx/bK65zZ26mItXF1cLsqjfS3WHb6vraWigS3TfY32yWJgYyr50+d2e5FJo4YESTbJlgg7QnXo2UxHXlwaHMq2euLuVryPaMbBsfzqZrTTdusDLMXX2pmYW129NTEWqFtL+yVkEotPfY8cN79mcy6c1ibW51o1irlfI5P/DSqdi2gb5E2N5Ynv3K17++Z3wg0TG4c2I7EX30ox8BQCKCtt/5jU8JCYRBgIC24B2CdxARACJCGxEBoPs0g4lYiJkB0DugFeO7iQgR4e+HiPAdxMwQQpu0BVpfnL6VK5czxx/MPPxoo+U5QeB7vq99zw/cIAhEtBbP94NAtBbRAmZWbJumZZqGYss0tMjMWvnW7LzvuSAxmAMhDRBEbDNi2091xj822tkBv1EtNxrNqfmlu3fnGtV6RzJSCcLdQ8NRuKZXm8u14lZ018RE2Vle3pgvF8rRUPhHn33eVHjt1BurjWR3R88Tuwbg61vTd6p+aXpu8drtpboVjnd1PTg+1h2JXphbtMzW8Ynev3n1/Eod9raDRjgMaN/1Wq0WNwuPDIbrjXpXOnnx6u3lfFP1Dh09sv/YWPflmeVCsZRJdTy4Y2B5fva1M+fSyXjStlKd/aJgdfZUG37dDZpOc3Fpw7CUdh1x3QhJX0/nzm0jrfLGf/zbb+6ZGEymBreNjWktP/uPPgaARARtn/vNT2l8GwEgEAmBBMRoE9xDbWgjIlAbIEwsoHcRImYigSYI4b8BEQEgIgBEhHsIWwQAoa3cqJ2fuumJDP7Qh1rpzobruoHvBzoI/EBEC9qIGAyAmQC5B4FGoCUQAalCtbG4UWw0m0HgsYjF8ECaGabREbaf60785HCmP6ScRq3ZbAaBBrPr+vOrufmltYpv9vUOGq1yUNm4dGszZtoP7N9Z0oW1wkoxV4yFIj/y3DMhwzh95nwu6M1m+x7e2e+73t256Wp5efL2zMxyKdwztKN3pNGoXFlabBA9PJbZ0Rn96jcv14w4D4yZIVt7rue5LceJBNWT4+mVxVUdSY6P9py5cHO5EfRNjB/bNba4uupWSo2WM5xNheyoV9ssF8thZfQMTgj5LTOyUWmJ71fq9Y31nMEg19GOwzqwLTOTyYg0ZxYXdk8MdqQGdu/YFmj5qY98BACJCNo+95ufwhYCgURATACJEEiICEIQgAn30X2aiAEChMCgt2ELkyYwMQMCCOG/AREBoDYARIRvEwIIwOz6yq3luVBXNvv08yXDDHRARL7WgegtfiCe3iJaIFsITGwoNtkwDGUolas3by9s5kvlQAcASAdEErJMV5m2Ze6I209lIo+nw91hO/AdrTUA0zS1YHm9cOn63dn5xWa9MTY+Gg1HjKA5Oe/GE4n9w5l8c20tv1bKl2J2+EPPnwxb1rfOvVUI+jJdPQ/v7Gu13Mnpm61mfn09N7tUqzqS84Nm4PpazHjsyW3Z4Zj1tdOTdRV24h1mNEY6CCTwfS9JzvvHM0vzSy0j+dwLT1yeXlxaXFzKlxNhSyB119+ze9ezR3eWSuVXX33FAGK2ne4ZTSTjTT+4cXdBAYbI6mbOUszaVwBDmo2GaF2slWDRnvGhWLzr4IG9EsiHf+IfAiARQdu/+MynhAAw3kUTACbCPcJoY2a0ERG2EBHuYWYARIQtBCESAhMz3qEJ/7WICAAzo42I0EZEAEFIi1ycvrleKgw+8XTqwKF6yys6TtN1A18gmolcHbT8QIiYyGBWtAUAaxHHDzYK9aVcsdJoyhYS3BMoU3VEol3h0Pt7Uid74t1KmpWy4zaDQLMyfZG6480vrd+5O13I5RFwOBoeH+n0fZXNDrEZLlYcm6XaWs9X1or5YjwU+dDzz4YNdfbsxTU329PT9+COXsdxbk7dbLkl5fvfePXSZtOvxhOmFVV22LTMJ4aiPSH1tdcuV1XUz3T5QRAKRZRtk6ViXuWpoXhhffPa7MaJJ97nmZbXrK/kSlFTGdG44zqmZR+b6O/LJF55+aWg5bmOF0/3D/b3GkquX7tZqtSZDFfrrnQmErbjsZBJ+s6d6WazuZLfsKPhnSN9S+u10ZHRgd6ej//iLwAgEUHbFz77KWwhFmwhtAlBsIWIQFAAAQLQFrQREQAiAkBEAIgIAAHCJAAxMUhwjxD+axERAGZGGxEBoDYIM1O95bxx+1pTcfaDHzaSHSxaIFpL03MbLd/1A8/Xvuc1HKfZcl3ft23LMk3btgWysFFczxVd1wMBxNpgpQzTUoOx8NPdyQcS4bGQCpGWwIdoIQhQrjZuTS1MTs2VisVk1Aw8pDNDvd29gd4oVVuh6NDxQ7vKpc2ppZvNVqNcqxRyJVuZH37xuaipTn3rwp18ZPu2bY/uHWg2nHKlOjU7aZD38pmbjXAKA+NOq+U6jcCtPzWW6DHoyy+dacU6eWTcrTfCsSRZZst3Qs3N9/Wlihv5+dXqkUePL9VbjWLOhJ7o65rKNVhZXR3xvYNpt9l48403ejIdlXJtx96jqWQsHlIby8vruep6Pr+6nk+m0ulUKh5PEgXrC9MUuNPrq+FkatdQ38Wrd5seenuyf/anfwKARARtX/idT5MAWjQDIAITSEOECKAtEAKBILiHQQARCZgZ70JEaCMiAEIgIgDCBICIAIgI/kuICG10H9qojZlFoJiX8rmrc3dT4xOph58s+rrue76GoZSlSLEC4GvtBxIE2vN91/PdliOehyBwW36h2cjXWpVGzRUxQ+FYJDKWiB1O2k92xrYlIsr3Wq2maAm0bnneWq64kisuLq0U8hvNpm9Ho9sHuyBWJDWUScTLhZm1zc0bM4WTj50Y7MvcXLi6UdislqoMY6yv55EHjgWud+rsxeurat/eXU8eGqOAVjY27kxfaTbq52/mzb5RDPYtzdytFQviOy/u688a+MrXT7US2dCuvXD9aqnMtqEZKWoe7wgtzq3UPGPXnvGpXNE0rIP79r/v4Lapubk3r0/HIxFLyXhn4uzZM72dXbliZfueQ5GQle2IoNWsNTxf67nFlfXNou+LZYddpyGBM9gVvz03Q9HUSHfm7txatd4KWaEv/9WfAyARQdvv/a+fASAieAcB0KAtAERAYJAICCSAQpsiJryDiHAfEeFdiEiYCNCELUSE70dEABCRiBAR2pgZABEBICJmpjZmRaBLc3dWC7kPPvP+7rGxnKfXXH+l5W14QS3QLS1sGMREIFsZJjMRQCRaJPCl5dYrVV1vku/WfC8dix5KJY6ko1mT2HclCDzPDbQ0HLdca8wurUzNzpaqDctQg93Jsmd09/UlyW81vbJO7uzvaZQXlzfWb8xU908Mx0Pk2PV8vZTbyLPg/Q+fOHbw0IU3L1yfXry5wTvHRp87OubUa0trayul9Ua18vLpi+jqD+0+UK5VG4WiblRf2DPQa9Fffu01J54N79pHxE6lSsoIRUMhp/DsRHby6o3Lt1d2HXsg2T/Y2xEp1J3d/dm+dFwFXq5QOvXWZbeSi1lGIpIsVeoHj52I2UYyrMRten7gebrW9BeWN3QQeK1aq1FnZYwPZs9cvhjryIYNqjQCTUZnR/oLX/wCABIRtH3xc58FIG14B2nQFnyb0Bbcw0KgLSAABBAR7iMifDciEiYSgKAJRIS/N2amd2FmAMyKyWgF7rk715qO25PKdKaS6VQymYhHEjHfDhXA6wGv+HrF81eani8gorBlJMOhiGWGlCrWvRsLq8VaNQydUdgVs/s8J1avDEV4tKerM53JFUvLG7npucXltU3P8zOpcNU3OjKZ/oRar3hRKzyQtDdL9el1/8TuCZbyWqF0O2ePdWUe29M7uXHzzspCoVCCjxceeeSBgwfOnT17d3Hz+hJO7B45vi1Tq+YWV5Y3hd2Wc+70m16ik/fsr7hB03H8UuGpkfREKvYXX321xLHwnv2hcLRe2Kznc6bJ6RC/eHj72tLKtbuFgw8epWio1Gy4vn5m/w54LQl8CpwbN2/dmpoa6Epv5F1f6ODhI4NdHXFTRyxOJFPVcvHO/Nrc/NqRg3vrhY3VjYJpcEcm+benXx8cGDRUJJrq6xjcke0d/fFn9wMgEUHbFz/3WRFBm4jgbcQCwncQEbZoMIGEiJhIQACD0EZE+M8QQEyEtwkT/t7oPmYmImamNsVKsbFaLlyevxO0bK9lapJAB6L9eAjhO10T8gAAIABJREFUcCxkG8lk1IyEEYv58XjdDOWJSwJfKUfEF17NlYvVWt1tBYEmJlLKtq1tSp4P+/sjNNLX98rrZxZWNkUHnmYrnhroCOWakorFU5Z37fqUEhzbv3OzXD57/vq2voHegUw4Erk8XXnm+OFj+8a/ev7l2wvzxVJFCZ47ceKBgweuXbl69tLU9KZ68eiefUMdhWLuxuK0hO1Gs/HWmTd1OGbu3Fdmo9Ty2Xf3h/y4537z1AXXjFr9g3YiLoZlWmE7FEka7oO9Ia9WP3ttIzk03NWbZq/lNxujPZ2dISNsW6YhC7Mzr166OjaQbTRQLTeg7HSmY+dIbzqkUh0d6c7EramFheX8oT17NpeWyrUKmSzQa6X8ow8eLfGEEe0iYoL86JPbAJCIoO2Ln/ssABEBICJ4GxFAgi2Ee4gIWwQMEIjARLiHQCzYQkRoIyK8jQAiAUgAgjABIIAEQgCRiOD7ofsAcBsRcZtSism4vjwzn1v3a1ar7hGbnu+xYkWeHeoQIk/7ogOnVVWKI9FIIhlNZzOpni6KxytmaNPXC7XmdKmSqzWUMnrj0ce64k91xXpZh0g81ymWyvlivVgsVetO1UU2ItMLm7Zh7xjtunHzbm4zf/zwvoDkzNkLzzz2gLLsiB16+dTFY/sPJzKZmeLc6uZaveFAy77RkRefevL61RuvXbi9kMOPHN21fzC1sbZyYzOnDX7zret+yLaj0fTweMX1V6pNiHusOxrznS9//XVPRXp37Qt3dLmRKDHrVivmV08MxmqFwstvTIXSnelUQrecnmR42/jISF+HZZq+75WL63/1zdMTg71sdmzv6yhXW6VKtd50LKX6spmx0aFb0/OmGY5a1kauGOvsS/aMvvGtr46Mj7z/kWOTaxGfw2j78MkdAEhE0PbFz30GIGnDfUQkgGALo42I8A4CM4gERACDIACBiBgMEgAEAiAACAKQAAQQCYEAFtKMLSKC74fehZmJiO9TyggEZ6dvVMpNp25pVp7baNaqpqHEdaxQMmSHmCiViPu+U2p6HfGkHwTFRt3zm9BuurOzo6ujI9NhplJlpTzTOpiKTlgIk6bAYyYtgevr9Vzxzuzy/NKS5/mZjmSt7luGvW0gffvO7WKx8PQjDyjTOnvu/Ac++Fy1XMuXyi+9/C2vo9uLJQ4ORH2nXqlU69Xmif17Tz7y8JXL1159Y3J2Mf8jD+8/ONKzvr5xu1QmQ516/Vyzo1/6x8OK2K03A9807UPZ0EDM/rMv/03F5cEDRy3TciSIGoZu1AOncmLvQDGXf/3CdLqjc2ygh0kP9GeH+rqzXUkJAs/zN/NrX335tZH+Hs2JbcPZsMmGMn23VS+XVgt1xxMjFO0f2RlK9qhoxg5FmfHaV/94bGzg2cdOTK7YLdgAiORDJ3cBIBFB2+9/7rMCaLkH9xER2jQIABHjXagtIAWAiACQgImwRTEJWLBFAAKEcA8TCQgkBCYCoCECiAi+BzMDICJmJiJmVkpxm1JGqVG/MHt7fSknjh2KpZJdAwE8ixthkw1WgS+NumOwajm15WJloLNTsVF2mglTbeTzvX2Dm9UKJPD9liJ/dGgoHjZdp56JWoPd8YmRsbWNwq2ZhYXl5XK5pozQcH+65ZvxVKdteZVKbX5hKR2zf+KHn5+dmz9//tL+QweJMbO0/s1Tbzg9Qx3DA7uTBlqV3Ebec7wnHzj66NEjb124+MobVxZml3/s6RP7Rvo3NvO3i+VYPHr6lVM1O17pnNAgiGcGzYdGujttpYj++qXXCxWnf2hUCXyv0ZdOWMwlt3nk4I7NtfVXz09l0pltA3096TgZ5OhgfGQg0IFpcKWce/Xc+bGBvnKDdu8YV27RD0QpwwolHIobif5oR48dioEgW7QQ4dRf//H27SPPPX5ictloIgQRIvrRp3YAIBFB25c+/1taREO0bAER4T4iEmwhEIlgCxEBICIAAhKwEGiLgEBEECYClJAQBPcIgUAEEKCIAQhhixAE0FrjezAzEQHg+5RSRKSUMgzj7sbKrcXF2RsLWpsgTqS6Eh3ZUMhSpgHyIxaZhsTDtqWo6UlU2cVKbW5lNR0JLa4uTQxtWykV0rGIgswtL0wMT5SadddtdsXUzl77kYcfvTu7dOH6HcMwopblm4l0KFjfLHuesXuic3puYWpu6cjebSMjw9VycfLWdKKzO5RKBo3aqTfeQvdQPZXa3RlK6MbGes6pOe87dujRY0cvXbryzTcuL82tfPi5x/cM9+ULxTfnFpVhXr1wqRWO1dN9juuH7HAyEjnSHU4p/dLpazVXIsnESDJRK5WcWtm2rJ5Uh0P+7gM7FxcWXrsw05lO7xgc9LRLIdvR3v5tQ75TbzQbjtOcmlvcNtC3VHBGRoY6opYV61LRvmhHrzJDIIZo3KMBEQ0Cn/raH+3dO/Hc449cWRAHNgAi+uH37QBAIoK2L33+twDoLSKaBKAtAL0NgMbbCCC8C4EB1hBhAkBEAAjERAQI4R6BEN5GRAwosBC2CCAErTW+BzNTG99nGAYzK6U05MLs3dm5tdxyIdU1WKvVPc9xXTccsuPxWCqZMU0TTIZCuV4KxeK96UQm3REKh3w/mJqZS4U7FtfWoizw3MXV5RMHjxTK5Zm1td6O8EQPPXj0OFT41szy4sracFd8am4z2xlfXs+Xy+7B3UNrm+sLs4sf/QfPr9fqubXVq1Mro/v2ifZC4p0685bTO4i+vl1hYae4vp7zmu5zjzy0d2LixuTkqTevzEwv/eQHTu4c7l3b2JhczzWc1lvn3gp392QOHCm2AvKRsMzRsNdl4i+++iqF4j27dkogRrViOjWnXu+KxuId4cHt41NTM6cvz/dnu3eN9C+tr7WIA6axgZ5MPNybTZWLuTvTcxOD/QXJZod2JtPdhh0FIFqYNNqIiBlbRISB17/6RwcO7n7usROX5/wGQkRg4AOP7wBAIoK2P/zd3xaRQPQWIcI99G1o09hCABEBIHwHaUCIARAR2hjEICFsEQCEbyMiRcwCTdgigBaN78HM1KaU4jalFDObpllznDNTkwurTQqof2xfuVxiEadaFmi3VgjZcctUlmH0dmU2S5tkxmLhUKleI5KQTd39femujM9G4Hq5tfX5O3eOj+9o1BoXb93s60wOdgVHDhzo7h68eHly8uadA3vGi1XPstXKRqHUkM4oB25zZXHtYz/xD2Y3V868eWkp36CxnUe6I2iUz71xI7z/cCgZGwk51cJafrMovv7gk4/v37H95VdPvXX99tLC2skHj3Sn42ubOde2k4n4mdfORfv6e/cfXC+Um/lSTHsTw1nDb33tpVOReGLw0OFmo9Xa3DBdV5H0dnTEEnZ3b3ZpaeWlM5PDff07B3sbrp/oSq3l8x0R1azXw7GU32o+98LJWDQ0XekVqEBrAAQwARACiAACMwHCBCI69Vd/dPjwvhff/+Sl27WSZxDu+cD7dgIgEUHbH/7ub4uIbhOCEIgYIGbGfYJ7BFuIiPEdJCBNhC1EhHtIQAQhEhG0MTEBQmCQQQxAE4QgIgBEBN+NmanNMAxuU0oZbfO5jfOzs1MF6k13dg3sWNlYjcXjruuGmZqFFcsImwjI97OJaLmSqzaDoWxnqd4wlVGrFo1QRAMgiSXCdjSU6cyMxGP1Qunu9IylOBaq7Rgd3bN7/1uXJm/fXRgaymiEIe5moVp2ydJ1v1G7eWt6ZHDowKHtb1y4WnOCZmffgeEu1MoXL98K7z2USoT7ubK6tlKrNHo6Mk89dGykf+Ds+fOvv3kjV3KfOLpv10CmXCwvVSvJjsTLL5+OJNJj4+P1atmpN4LA37F/W71YOnPuSjga3X7oYLVU8YrFRrUWikXChgpsHNi57ebd+YvXF4d7shP9vUoZ4WS04unto4Pg0LmL8+XC7K/+zz/rNsu31mOBGGBF9wiBADC2CACBgMBEStHrX/mj48cPPvfMExeu58tBiAkk+MATuwGQiKDtS5//LQC6TQggIiaAmBkgtAneIWAARARARNAmIACaGG0EgAiAiBC2UBtAxCAmYpAmCEFrjTYRQRsRAWBmalP3MbNhGgYbb83fvb5cWizL7m07YYRd1zFDYcf3bUWNSgFm2FZgoCsa8Uvr+VYwks6Uq+VW0zGCJjQMK+R6XioWujlzd6RvUEMEfiZmTnSHtk2MVatNLzAr5cby2ka2M2ZYiVarXq7Uyq5pBmXtNy9eupHK9Dz2yKHc5ubly5PZnXuGe1Klzfz167fV7gMdyVifLqyvLFcqjWN7dn3wqccvXLg6s7iysFJwA+vkQ4d29HWurG3eXVu2bfPUmYvRkL1nbEiLuK0gX6sO7xyrl4pn3rwVi9gHd4zqIKg3nFyxGotHto9kl8qlvq7Ovz11xUd4+1BPV6oj250Nd/SKFcukkobS3/jbs6Xc9C//0s96jVyubJZa4YY2DWUQEwACFEEAgUAAIkPBVPTKf/jS8RPHnn702ORMS6twy9MQffKx3QBIRND2pc//FgDdBkCYiKmNAcK7EUEYWwhbBPeICAABNDFA+G4kEAK9jUkJMRGBNEEI0gZARNBGRACIiJmJSN1nGIZSqhUE5+7cmFt1F13aNjxG4VS1WgwpU2vf9GrEyoxEDaXYMLpSKb+8Plt1xrv73MDL5QsJr9Go1zoz3a7TyIaMq3duHti20zCtuZVlpmDXoLl3145stu/S1anl9XwsShKQK2Y0YjWdVtm1ldSDZnny9jSbsWOHdxbW16em53dsG+sf7l/dyF24cpcntqfS8XG7ubG6WsrX9m8b+7Fnn7p+7cbLpy9Mzywf27/70f27bdveKFbXquWQbb9ybjKdiB0a7XaaDQY3XM9OJwLf/fqrl7OdmZMHJnzPWc2V8lVnuLtzfLjr+vJKOhl/5fxMNDtx9MCu4uaq5wfHjx4xCJZlW6bxtb+7UNi4/T/9wkeDZq5QRakZrbq2aZtmyJKAmKQ7aSqWZkt7gQSaRIQZf/Mf/uChRx58+pEHbs02yYwEWiBy4oHtAEhE0PaHv/vbIqLbhAAiEJiZiADCPQSAiABQG4QABIC04T5NLCB8D3obkyHExEQkIiANUCDQEHw3vk8pxcyGYTCzaRhr1fLZa9fmZotOpndseNhO9eXyuUg85riu7dZbrWY4HLVEQgb3pxNL68u+FRnK9tSCYH55ZSgSWlxdGh4cNbxmWtHU4nxnIjnQ1Xt96i4xBjr1+EjPg0ceevONK5N3pru6k4YZcVyfxV8uOtVaY3Sgq9moXL9+yzBCjz12fPLW7fnF9VQyc+jgeK1SPnN+srevt7u/247T5uZ6MV+ZGOj78HNPz87OX7kxdfX67NG92x7ft219M39jYbmjp3tudnFxtZLuzD5zeBf5tWa1kUjF7+YLkYj95b+5kM10/swzDzTLpdNXb5ca3q6RoUxXNDXY5+vgz896XjT7/OFuv5G/fvXisSPH4LfisVA4HPrGy1cq+elf+PhHtFOoO6raCjd9i0yTDMtSnAqreFgB4rR8N4DW5AZaa3zjL//ggUdOPPXwA7dm65rDpiIRHD86AYBEBG1/+Lu/LSL6nkBEiBlMRExMWwASARGhjdrQJpoCyBa0CSCAgAACCN9GQsTUZhIRiJgALUICaECL4F2YGQC3qfuMe8xrizNTdxfyec+PJ9PdvZTqbQW+Ms0AotyG22oYpq2IDaaBVGRmbibRke2IhNaKpYQir1klVr09/X61kIlESvXa5sbGkZ17z129bJlmR8wf6Ik/98TTVy/fWlwvGspLdWSLtXrQqq3WpVIsDWWThdz6zck76XT3o48cPn32Qr2ld4yNdWbjK+ubV28tROxQX393uje0md/MbRYn+vs+9OzJ5eXlazenL9/ZmBjuf+6BHaXN/LXZ2VR315tvXC4UqttHR/q7Mt2ZhAl0d3ZcWVzyA/31V6+ND/Z/9OnDy8trr9/d9GIDff2jtc1rP/ezH16av/snrzSaKvpjD2UtXW95LduyEWil2LbMl16+VMrd/YWPfzRmoVp3qy3TcQ2fTMu2Q6YyGK6vtYbWAroHgGL+6r///QdOnHji4WO3ZmseQkwkwKPHtwMgEUHblz7/WyISBIHWAbZwm+ItRKQhEAIIbcxMRABIQ0O0iBZoEQACQETwNiIhIQFBaAsT8RaDRDEDBAiEBNCgQDTehZkBMLN6F9M0A+DM5NXiSs1XMS8WNzPdTTE10Go5RKzrBdNUoVDMNA3DUBPZ9J2pmxLPDGXS02vrSZHqxnxHZ2/D19tTEd9rza2udkSjYwOjFyavWWaoK6lSYffFkyfn51cXVoq+V49EE03Ph26W6tIIjLDU64WNyRt3e7qzR4/ufenvTgtFsn29xw6MvnnpdqUp8Vh8dLArsGvr+Y31tfxEf/+Hnjm5urY6eWf2zorXmYqePDBSrzcmZ+eSXR0XL93Ml72H9g112NRw3P6+3kqtWgoot5k/fXFu5849R/Yfnq2ZJUo067pVWLbLFz796z+/NHf7j/98qhybePFAbP7u1Z60YbHqzmbS6bQdinztpUvFjdv/9Bc+GjPJDYQNGxxuOmi54vrwAgEIBCZSiokggCJ85f/5vSMPPfTkIw9Oz9c9somx5aGjOwCQiKDtS7/7GR0gCAKttYgQkzIVK8WkFAhAAK0FAG1hZgKYmEBadCAS6EALRADRAsK7iAgRgRhMIMXMiskgEBG2CAu0Bgei8d24TSllGIZSipkty8rVq6feulReKXd0DTqhiNnT2+IwM7cCTxG5hRUzFLFCYZPYUDyRTd+dvtUMJw8MDl1ZWIhrcLNkhaMg6mQdt8xz168e27kHAa7PTkWj8Y6UJELBM489Xqv7M/PrlVohlc6Um4Etjc1C01fRiHLKm6vXrt9OpTqfePTwf3r5W5YZ6ezMZDKhV167GA2FhrLZod2DLXLy+XyxVB3v6/3hp55YW92Ympk/fzPXmUm/eGy8Ua1Nzi+ksp1355ZmVus//tThsc7w3Nzy4GD3/OqGH0lOrTeuVfsjiaxBBpmGwapWaDbzc0lv8jOf/CfL85N/+Ge3ytFtLxyIzk9NHtw/YQSter3mO00ftLDsljamPv6LH7GpFcDKF3K1lt/bO6KDcMMFgZRB+h4W0UIagMH0l//2i4ePHz/5+In5JUc4BAIgRw5vB0AigrYvff6zgfYDX2sJRITYMAxlsNpCxAACyBYQthAxgRQzCWnRgUigAxEJRItgiwjhuxGBWIENYrYYzIz7RACI1tAEAeE+blNKGYah2kzTmlyeu3512qv7sVSXEYk0EslWJBMEfqC1MgzU82yGLNMwDSMWjUQVVlYXOnuHUuHIyuaG6fqqVSNl9GRSxbXlg9t2/d35c7uHRoNAJmenetKdIbPUm42/+OQz125MFStOvpTr6+ldrzgRdpZyDRjxsNEs5zcu3ZhPppIPHRp/5dSbITsyMdI/Mpj9u9fOBzDSsUTveNqHs7K85rf0Bx47sW146O70wvLa5sXJ5VQ89iMP7anXapMLy5293RdvTC+W8dGThwY67OuzOR0bKFQ2fvpD7//K69deXUhYdsg0mJhalabX9NzCXEamfvNTP788e+P/+Mp8087+2EPd165eGe6PGayisaRt8O3J28WmVdmY/Se/+DMWGlrFk/GYFtQaut5k15dAIKIBYQKB2kQR/uz//uKBY0efe+KRhRVX2CYiETl8eDsAEhG0/cHnPxP4fhD4gWiIMJuGaRhsKKWYSQQioiFCYBBvAREzANHiiwQ60FoHWmsRgETwnyEiZgYbbCiLidtEBICIANBaNERAAkIbETGzUsowDNVGSp2+fjW/UlfEiY5uUhKYVsVMOcyelkAHfnndCEci4RizSsYiPVHjytTd/uEJYSqWKx2mKqwtxeOJkXRaN0qjPQOvvPVGVzITskM3Z6e3D49wsNHbGXvxqWeuXp9quVhYWhjo696otQy/sVjyKpXaeF9yenrmzvxmT1f6yccPv/z6BS8wD+0Y6euJn7l4p1jXw71dnVm1UdnMrW+2HO+FRx8eG+i7dnPq5tRKvm7sGUwfHe2q1Rq3FlbinanJ2UIZnQe2jZR1ZLWuHDK79dSvfuTZvzh15dX5JBvKIAStVqNQswxTV5c6/Nuf/vQvNSubX/i/zuaMgRcPJ2dv3xjvT4QtmLbpNJubGxXHj2wu3fxHP//fK7+0uLouZCXT3QNDoyTG3FJRBFuYtoBwD0OI8O/+zb/ce+TIj//QC1MzRV8sIhKRI0d2ACARQdv/9rnf8D0/2CIBAMXKtGzDMA1WRCQCEdGihYiJFYFZEREA0eKL9vU7AhEAIgBEBAABoDZmBiul2DIMbgMgbQC0FkBEoIkEhDZmVkoZhqGUMgyz5ra+8drpWsHpSqetRCcbRJlehy1RhusH4nvNzQUzmjDsiGaE7dBgKnx7dqq7bzhqhybnF3dkOlYWpvqGx3Wz0RWxU7Hom9euDvf2EfH569f3TGwTb7WnM/biUydz+eraRnlhaS7b1Tm3WkpHeKXsl+r1oZT51uWbDUcf3jsRCpnXbsxkOnv3j/cn0qFzF+8uFd2hruTwYHgxv1LIF/yW/8TxozvHRq7dnLkzszKz2ji6vWdHNlaqe/lGc2xiKLA6V+rpszNVUYaItsKRPrnzK//dyb987a2/m4kZhmEZ5JTq2tORaEwqSxHn1qc+8Y8r+eV/8a/OFUITHziYWJy5eXDPmHbrvttC4FdqjVJDrcxf/8f/9GPKL9eaQSxiN5qNN67NPfvsi8trFQgTQAQCQMIgFiHCn/ybL+w+eOiDTz8+v9xSVgREovWxY7sAkIig7ff/+W8Evuf5fqADIlKGMkzTMmxDGSCCQNpAAEgxK8VbANJae4Hvax0EeouIaK1xnwYBBICImNloswylFJNS8g5sESFAAq0hIoAmArgNpmkqZZqmNbW6/Nf/6ZuWnRoe6M1melteq8kqJ1ZLmVoQMgyvtBLNZE074kCTQSGTa+tL6aFxi7hSKnWwUVienRidcMsb2WSalHr1/JvPPvTYhZvXtaCnM8M6Fw/Ti089s7peWN8oLa+vGixXb88cP7j70s3ZpuYH945fuTW7nqvv39mfjtmnz9/aNzbenY0z64t31jxtj3WnM52ykJuvFMqu4z186MCuibErk3OrqxtOYI4P9Y2OjHKkY2nh9q7xgWZg3V7lb1wvcDRukAZxv9z9xE+//2vfuvz1W2YobNvKKm6UTMM2ldLlxah3+5O/+j+uLd353//9HS/a/0MPdM3cvjk20hUKh03DlMCZvHV3s0bltalf+mc/p5v52aU10zZZqas3V194/sVc0QcI92iCpi0ASJjw7/71F3fs3f3C4w8u5xVbEQACnHhgNwASEbR98Xc+GXie7weBaADKUNYW01JKEbFoAhAEAREBUIZiZkMZRKS19gPfDfwg0DoQLVq0FnyHgEFCpJjJMEzDMGzTMAwFZhEBoLUGQIAWiEBrLVtAmpgZzMowTMMwWKnX3rpw9ty13qGJrlRqfGjccR07HG34VDPtRuBrt1Van49memDbgQ4ittmbsK/dudk1MB6Oxpby+XQ0Wlqa6ersipucjcW9ZvOtyxcf2rN/dnkZxPFozORK1PY++OTJxeXC6max0SgJmaubG/3dXRdv3KlV608//uC1W9PLS2vHdk+kutNff/3GoYmRZJwTiehLZ28aRuiBHYMtVS6X8816XXv62L69o4P9swubTYn2jO7vynTYpum63tSNs9tHe32O3lqRr761rGIJk0CiB3nhEx974fT1uT89X49FI62K0yg3TcOMWMpqrEfd27/4y//D6uKdf/WVWSeS/eAD2ckb13aNdwVuE8Qken2zuFrhwuLNf/aLP0d+8e7Mqhv4vtbzy6UPPP/BYlVEcF8AEoAAYeY//df/cnzXzhfed3yjaJMVJiKInDi+BwCJCNp+77d/LXA9z/cD0SAYhmG1GYZJgAhBKAgCAETEig1lKKWISET7ftDyXT8IRIv4WgQaAkAIW4gIIBCxYsMwDcO0LUMxE7PgHhEhgAAtAiDQorUA0CAwMbNhmKZpNVqtM2+en57fCKeyyWhsbPj/Ywo+wCW9zgJBf985f6xcdXMO3Tff7ts5t1pSS2q3ZMkmeEwwYAMGbJIX9hmYgQHWDGuG3WcWZg3G9oxnbcA2cpBtycpqqYM6p5tzTlV1K6e//nDOt1fth332fbsdr4qKWUTNM/3eLtcpZzb9kXrQDIs8j6PBSORT0dYuRpTPZIMKptYW93Tv9axSXSRaFXJ0cqwtHJOOl61a/kg4olWCmviZD11YWklsxbPlSi6brwDDmoh/IVEG19nf03rzwYJrWSf2dfuikUv314/27QlotmbwN28v6arWWx8QPGPZeU7guvL0kRO1tY2OZDtlvaG9N6AAA7Bdb3rsSk9nQ0mEZjfdV29MBRraOEhVUeth+Y8/+ewPrjy4tKQZXLGzVZVhfcT0+Qy3mLKzo7/7u78SX5//0jfHM8He5w4E1hYmh/Y2uVWLM2kau/QbD9d31qc/97lPx4Lm0tKKrmvlcvHq/fmPPP/RQhmJAIAAAYAACJEhEiJ+6+v/tX1P98Wzx3MVv6oHkAEDOHp0AACQiOCRv/3f/8St2o7neUIAoqIohqFrqqaoKgLQLglSwi5EZIypCmdcQUQi8oRnu44nhBSCPCmJJCL8G0QEREBkjCmKqmmqrqqcc0AkACJCRIZIAEBEUkoiSSilFATAGOeoKKqq6mvxeGIzVaigGql1Pa8uGiuVCwFfQDC1zLWilFW7Wk6vB+taFE1HQMVQNSa34+vRtm5SuCMECVlanW9tbgsaasznz1esmfGHLZFYUySSzGYliYivGvWrF8+dm5lZTWcLtrCtUjmeyXZ3tl+6fr8mHDow3PPGe/cimnLwQH+qWB6fT54Z2qPo4DO190a/87GqAAAgAElEQVTjsVCkI6JL3A741aBhptP5QyPHQtFay5PJImvq6A1qioLMct2p++/17W3Ou76ZDeeNKw9jewZBOCpjUW/x33/quRffunFrK9To85ULbtGVmqlXBZV31iJi/vN/9Ont9dm///ZM1tf5wsHA4vz00X17DYVc4TLhTs4uZSwtF5//vd/9VeYVZxZWucJVRX04s/nCs8+XbIR/gwg/gQCcwTe//reN7a0Xzh633IhhBAEJAI8c6QcAJCJ45O++8Ke2VXEcx/UkIaiKapqmYRiKqgABEckPABDuYgwVlXOuMkRJ0vOE47meENITJOQueIQQCREAGGOAiIwpiqJpmq6qjDFkjACACBnjnAMAEQnPk7uIpCQJSAiM8V2qqt14OOGUvYLFI/UNQopIJFyplHy+gAQVTL8thVWp5NKbodpmj/GyEFJXdE5eOVvTsReEsKwKIObXl2tbWjVVCRmmJ2lxdjoYCtXEarazWV3IBko0BPXnn3zy/oOZdLagaGx7KwGc1dTErt6eqAlHTh4efOva7RqVDw/1xivy/kL2dE+TxArjcrMQGOrvba6LTI69FTKYqfJEIn145Gg4Vmt5lCxBc0d/UFMU5FXHGb//3lBfa7pqzm3Yb79zvaZ3n4oQMTXDnv/tTzz70qVb76+HSwUPgRFDtoszL78RtKY+/yef3Vqd+dorq5ZW+zOnGu8/HB3qrHGdsiTuM/S1zUS8pKQ3pn7/dz4FbmZ5NeU4XrVqL29nP3zxBQ80DggfIEBABEDGiBDhn77+X2uami6cOe5hnW4EACQAHDkyCABIRPDIF//6T8vlsuM4ricJQFG5afp9pqlpGgAQkRBCSgmEuxhHrigqVxhjQpLnuY7jeeIDJCQAEBEAEEMCwA8wQmSMKQrXVU1VVc45MAYARISInHPGmJTS8zwpBBEJCZKIEJBxReEe4WuX75ALggfbOroJhGGahXzW7/cbmkmKWnS9QrlYzCVCtS2CMWJMcEDwytmkEm2QJFXdQM7E1mq4sUlT1IBpSqCl6cnmxiZT1cq2I6UIOdv1Af6R8089HJ9LZ/JMxeXFZTPgVzXtxt2prpaWkf09b1+722QaPX2diQospXCkq7XG7wZCofq9hwL+QLmUu335RfIqCkKxUD519FRNXb3tQrwoGzv6gqrKGavazviDd/u6GnJOYG2HHl6/4+/qcwB3+ZzFP/jEcy9duvHmdMD2QFEYSeKMMc5FcT1QHv/Pf/45u5z+qy9dyQd6nxvxL0yP9XXW6AwkCYa0lchuFTCzNft7n/mECuWyhRywUim+c3PmI8+9wBSTAQIRACAAIDxCgPBP3/jbcG3t02eOg9KoGwEAAqCjR4cAAIkIHvn7//KfSqWSbdueEJKAc+7z+fyBgK7pSCBJekJIKQEAERlnKlc0RWWKIoRwPddxXNcVnhQgJBHsIgRC2IWIwBgAMMYUruiapiiqoiiASABExDlX+C4UQrieJzxJUnqSJIFEQERFUVKF6lvXRlVEPVDf2NxCJLiiFguZSCSmIEdNszyXSOQyifqm9qrjVqV0GEnPLhWzSrSeADTNYAwrm0ux9g7P9YCQiHLry3WNTT7TnypXuOe0YLIlFnzq5MnRsfl0Jq8YbGFhNRwOBcPha3emuhvr2jsb3rs5OtjU0NzeIHx1TXuPxsL+3PoUAYu1DximWSnmH9z4QamYduyqcMT5M4/X1dVbHmxk7dY9wwFV5cgcx5548F5/V2PG8S0n6Y3XLsX6hg2fD4QXE6v/yy8996+vXX19ys81VVFVIGJc44paTc35S6N/9Wef21yd/tJ3Fwr+7uf3++ZmJ4/u7woYmhCecKyFpY31HGTj87/zWx8X5dTqVlHljDG4P7v1wsXnuWoiIBHBBwh+AhGBvvlP/y0QiTz3+BmP1WlGgACQ4PiJQQBAIoJH/uFv/qxYLDqOI3ZJiZybphkKBg1NR0KPpCSSUhABInLOVcZVTVM0RUhp245t28KVQggJRACMgAAIARAIERABgDE0VF3TNM45UxQAJAJAUDjzGQYRua7reK7rCRLkCSkIJBAAKlwdm9+YmF0OhKJmsKGpsaFcLWuKnsvEa2J1jKuGbtiuW3WqOzsbtY2dVSksEJIj87xiboeZIY6aoXKmKfntFe4PqarGdY0ranZ9saNrrwBWsh2vlO9Q0vVh89lzTzwcm8vki8RpcXEtGg0RU0enVvs76hqaGlyjsbdnoLQ9z3zR1r5D4FnxpVGSrL5rn2Ga5WL23q2Xc/mdcqHEJDxz9mxDQ0PVhfWM294z7Nc0BZjj2BMPLw90N2Rs39IOe/31S9H2Ln8waBUKtXz7j3/jY69euffiPcY1U1EVkBIY45y52VWz8OCv/tPvLM+N//NbSduo+ejRmnsPxga6a1QECWhq6tLa5nqeZTZmPvvpj8lKamvHkp5wHG9+I3PxwrPcCAABPQL/P8jgO9/8YiAU/MjT5/JO2PRFiAABzp4eBgAkInjkG//wN6VSSXgCEAgAGdMNw+/zq1wFkp6QYpeUkgiAFGRcUVRVUVQuJVVtp1qtuq7rCSElSfj/IOxCBARAUBjXNV39gMI5l4REQCANTfP7/VJK2646jut4rudJ4UlXSkGSCCWxy3fnc9mMEazR/NHG+rpq1TJ0PZncqIk1IHJD1z0hPc9JZ7abmjptx3VBOiSkZyeSCdACiDxcH1MNI7+xoEdqTUNnyBSuJJbn2tq6BEKp6rqlTHegVB/2P3Xq1L0HM/mihSosL22GoyEzGMFQR8yPKlHzwDFT15cevMeNSMfQYfLs7fmHRNS4Z8T0+SvF7K2bP8rkU6V8iQm4cPZ0c2OT7bGNrNu2ZyigaRyZ7dgT9y/1dzdkHP9igt5++6rnloDrPNTUFi39+W9+9IeX7vxg3OSKqioKgQQAReFOZsksjv3Vn/7u0vz413+8Xgz3vLDPmJ4Y3dfbgp6FyBHEZjy1nueZ7dnPfOqnvUq66mk6Z0LS5bvzFy9cRCVE/wZ2ISB8gDH2/X/9ohnwnT16gAW6dCMAu4g9eXYIAJCI4JGXvvGlYrHguY4npJCSGPr9/mAgpCgKIkhJu6QkQAQAjsgUriqqoigIYLuuY9tV23Ydx3FdITwhJREAMUQEAEICQMaQc0VRFW2XqnLOCcB1XU1RfQE/ENi27Ti27Tiu63ou2cJzBUnpmaEGYXYszE2FonXAVEXh5XJJeF4ysRYKRoQAhuB6riRRyO3U1jQ7niukRwjSs9fjCTVYo2v+YCgiXSsbXzJD0VAoSAw9CenNlbaOLhegULaoku0MlBvC/sdOnrh/f7Ziu1JRWLBNY67f8LUNnkivz+TSycbeo4aur41fZlqobeAoSTe58BBBhDsPRgIBq5i9c/flVCZRKpSZxItnTrU2N1VdXE65TV2DYV3TOFqOM3X/nf19HSnHN7tNVx8ul0tZs7aLmcFGb+pPf/n8P//o7SvrDahoiqIASeSqpuuV7TG9OPHXf/K7i/Pj//PVjUqk58P7jOnJ8ROH+n0KIYBrO3MLy6s5ymzPf/qXXlCpurKR4cgJcWpl58LTFxQ1RCCJJBACIAB+AAAZff/Fv1dN48RIvxbt95shq2rblvXTL5wFACQieOTFr/1fCAAkBZHrSU+SpukBvx8Zl0KSlBIkEQDtkgDIGFM1Tdd0RHQ99xHP81zP9YQQUkr4CWLwAZSMEAGRMc41TdM1jSsKIDq2zRkPBgLIsPoB293luY7juq6whXQ9r67rWKhl39TE3ZbWbp8/RCR3AdDy/Hhjc7ummZ7neq4rPG95cbKpud3zPOFUXdfJlXKra6t6IMq5qhkmeNXU1pI/XOM3dNdzpRA72xuNze1CynShKEs73XWypSZ4+uTZnZLuCUjsJGp7T+TWp9C1+/YfTqwv7CSTrf1HTENfHHufFF9z31GVYWL+niAKd4yYpk9Ucg/uvZIrpIv5knDEc2dPtTY3OQLn4k7jnuGYrqoMq647df/Svr0t8aoxk1Tfn05zVUVEAGiC2f/4yWe+9cp772+3ANeYwkC4nKuoMHdnQcuO/uc/+o25+fHvXis4Zu3zByMPxiaHuupRelxRkLGNzfh6AXY2Zj71c88GVEhkSgzNilWdXN46//gTvmANAgFIAI4ARCCkJzzPcawfvvQ1wzTDmje7UQmaAc9zhSe+8fWvAAASETzy13/0a+tLyx3dPXXNzYwrHkndNCLBKBFK4Qn5AQIAIiAABMa5qiiqqhGi4ziu4wjPE7skCSmBCAAQET7AgJAQgAEAImeaquqaxjknAMe2OeehQFBR1ErVsm3bdR3XdW3HsR3hCCEIu0YuKr6a8bE7bW17fMEQSSIEBFiYHW1t7TYDIUmEiAAwM/mgt28fV1WEDxTz+cT2xt6+QU94UghPeJNj97q6exDIE47ruDNT4+1tbQSykMt7xQRU11prI48/cdHSOnbiGyuLMw19h3Pr067jDOw/kthcSW6v7913JOALjt+7CmqoZeAokpucv0cA0a5DPtPQnOy1G68UrUI6mZYCnz97pqWp3pVKPO/UtQ+GDY0jK9nO5L1L/Z31OS8wl1IvT2cIGUMuudIkp/7DLz/57Vfeu73TLhEZ50DEkAFjTnpZy49+/g9/dWVl7lvvxO3agReGjdGHo4N7mlRwiSQRSyaTq1na2Zr5pY8941byHosYuk/h7Pro7NPnHkfFrFply6rks9lUOlnM50ulglUpM6SNzQVDV7tamrsHjjU2tvr8ftP0nT21HwCQiOCRH3z5Ly59758cD4M1DXpDZ0N7R3NLayQcJUlSSiGFFEAkERkiMs44Q2SKwjkAOK7jOq4QgoA+IEkIT+4iKSUBgCApCYFgFyIqiqJpuqoohGTbDkMWDoU0VbNsq2pVXcd1PNe2bct2q66jmpHeIy8IwNEHd9rbewKhEO0CQIC56dH29m7THxIgEREApkbv9g8dUBQVABAxm83Et9cHBkeIAJB23b93+8CBw4qiIRIwduvGjQMj+0y/jyTZ5eLdt/9HXUB9/MkPWXpHcmt9ZXGqtu94cXO2UirsPXA6t72aS6w3DR5XdGN99ArTAm3Dx8Bzk/P3ASi257DPZ5KVvX3rlWwxk8vkXUf81LnHW1saLBfWU9X23gNhQ+MItl0du/fu3vYGwYNTSf21iSwBESFw3iJn/viXHv/Wj688TDcT55qqEwAqGnHFSa2y7IM/++zHK6X8f/vOuBPr+/CwOTExcXh4T9BQABlJMT+3sFGkzeWpn/+pJ1OJtXQedQapnfjcWry1pZVzDQFUhYfDkVgsFgqHQ+FwIBjWNO173/0K4/qZYwei9b1+XxARSdLRo4MAgEQEj7z6tb+6/cq/EAEC3FnLbZB38tCBoyNnw+EawzCIJEkCAEJgyBjnjKGqaKqqAYLrep7rSikBABGIgIiElJ7nSCElSSlJAElJQEAEnCuqqiqqgozZVRsRopGoYRiWVbEsy7Udx3WrtmNVbcuuRlqGa/eclEJMjN5u7+zxBcNIkoAQcHb6QUdHj+EPCJKIDACmHt7uGzyoaioQAlI+k4nH1weGDgFIAJAk792+cfDQUVXXABCIbl6/fuDgiOkLIIJdKd1548t1Qe3J8xeremd8e3V5bqJu8HRpc86qWG0jZ3IbC+WdjbqB436ff+3B26AG+vYf9gRszNxl4EX2HvX5fG45f//2K/liMpcrupb30SfOtbc0WQ4tpbzWnv0xU/Uxcl3r/p33utsaBfNP7SivPNxBriByVNUmb+aPf/Hxl965+SDdzBRF0zTpusgZMl7aWXV37v3Z73xibm7qtXuO9Nd/aCQ4Nj412F1nVwrFctXzvPX1zbwjduIbT546uDA3o+j+lvpa01QXtorPPHUhVttkGCZXFABCAkQgAgApAV/89j/ohv/UoWF/rDvoDxHCruNHhgAAiQgeefMb/8f469+UUhLBnc30Emb37+146sjHl9YT8WSmp7uzrr6eMwa78AOcM1XVdF1HxlzH8TxPSoKfQGSMAZAkkFJIIQSBBJKSgAAIkHOGjCscEB3XZYi1sRqfz1e1yhWr6jpV2xFVu1qyrKojowNPK+EWkmJ27E5r+15fIEokGAMEXJi+397ZY/pDQJIhAsjpsTu9g4cUTQWCXflsJhlf6x8+BEICkCR6cPfGgUNHNV1HhF23rl07cHDE8AcR0Crn77zxldqA+vRTz1lae2J7Y315tmbgRH51umpVWg6cLW0uFRMr9UMng4Hg8t03UfV1DR/nqrExeU14bmTvcd30O5XCxN0flko7uVxJ2PL5Myc72potG2Z23MY9+2oNxa8AefbDe5e6Whs97p/L+l6fKUspGDJgrMGe+Pcff/z16w+vrwcVXVMYMmSEiFytpDe8nft//JmP37x1/a3bKceIDcSslaXFprqgT1OFcBlyf6gmnvN2dlaeeeyIzj1/oM5vKMJz780nLj7zDOphAkmEAAQEhCAlAREy/P63vxQIhp48vr9ItfV1jQiSAM4cGwIAJCJ45K1v/JfZd7+nMFYoVu5vZ9YM68Dgnp86+8nZhY133r1GJJubm/bu2dNQX6coHBHZLkUxNA0Zc1xPuA4RISIAIkNkDAirtu04DpC0bduTUpAkQkDOOFNVTdM1TdUQgCm8JhIzDKNascpW2XWqjutall2sVDwlaPQ963EdJCyM3Wxo7TEDEQJCJARcnb3f1Naj+0NEkjFAwMXJO3v6D3FVQQCOUMilM4n13qFDJCUggaSxu++PHD6uaQZDQJS3rl89dviQ4QsQgF0uvv/qlxpCxoWnLlpG5/bm+trCVGzoVH51yrGKPYfPpTdWspvzNUOno5HY6u3XuB5oHj6pKHp8+n3X9WI9R0xfwKuWxm69VMgnctmc8NiHT5/saG+p2jCXctt69od1VeMg3ero3XcGulozwje7o747nUUErmmcsTp76nM/c/rbr15eqHQI6SIKp1K0qxXhWlZ6w88KP/fh8/cf3h9dcc3m3ov7Yyurm6eO9PkMVUEkKcamVncstrY09tGLZ9Cr+DQ/Sem43tjCzmNPPY2BWiIAAgIgICQAICIEhFde/FJtLHpkXx8LdgSDEQQCwHPHBwAAiQgeef1/fmHh8g8YYjZbmi+Vlo3q8f5DL5z7+fdv3S0UC84jRKBrmj9gaprGOVcUxe/zIeOO4wrhIRIiQ0TGGOfcdb2VlbVsNgskbNtiyCzbIULGVVXTkKtc5RKYaZr+gL+ztaWxvt7Q/aig5zqO65TL1UK5jDU9eudpKUESzI/eaGrvNQJRIglIRLg6c6+xrdfwhyVIBESCpclbnf2HkasAwADy2WQmudE9eJikRCQiOXX//aFDJ1VVY0icwb33Lx8/dtQw/QzAruSvv/KlpqjvwlMXy3pHfGtteXYsNvhYeXPGKWW6j5zPbi3ntpZiw2cjwcjmvddJ87cMn1RVLTl5zXXdSM8x3ecXdmXi9kuFzGY2kwdSnj19vLO1xXLZQtar6RiuMVSNY9UTs3fe2tsa3ZKxtZx2Y3qHo/ScivTsBrb506cHv/m9H29ZQUXTNN2nGj7FDOiG3yvn3PTU733yZ9bXl69OAQaiF0fC98em9/c2cCm4qmoqm13YSpRxbXn8+adPBjQWDujRUMD17Devzz/+9LNZDAEhAgABAu0CJCJAxNe/96X6WOzgcL8XaDPMIAIjoOfPDAEAEhE88urXvjD/7veBZCFfmSmU56Fwcv+Rj134pfGpeVXlQgrXcUkSAUiSDJGIkCk+n19RuJQEQAwZIDBkjHPGGCAQoeu5pWJpbnIUAMrVKiByznXDR8Arjl22bOFJl2TQ1KIBX21dw+DAEDJ0PbdYrhbLFX3PkxDtEIIk0dL4rfq2Pi0QJikZSZXE6tzDmvZ+zR8GkoiAACtTdzr7D3JFQyBEyKaT2eR29+AhKQUAkZRT964OHjrNVRUBGIP7Vy8dP3nCMH0cmVPJvf+jL7bVhi6c/1BJ79zeWl2ZGa3bd668OWuVSy0HH69sLea3FmqGH4uEIxt3X/cUX+PwKZ+m7kxdc+1qpPe45gtIuzJ190eZndVyqeo58Oyp490drUVLzGZkfedwjc7AtXPF4tLE9aiPz6fseIEWE0XOFFRVVfPXYvJjj4+8e3s8wfp1v19lCiAR58BYOb5STT78g1/72Vwm+Z3XZ/y6+eGnhm+Nzh4balEZF0QknLnlxEaetlYnLz5xnJxCKBBSgCGDieWdM088ZZm1JAkJgEiSBACSBACI+Nr3v1wXjR0Y6vcCbYYZRCQieOHsPgBAIoJHXv0fX5h/7/ue6xRLlcl0aQHzDbHQb/67z21vlxpqQ1JKu1pFZIgopARCKYUk4Kqu6TpXVIUrjCEhMsa5whljiAyASSlLpcKDm1eF8CqWrRo6Y7yxqUlRVNv1HA/yJavqeXs727taW+RPEDmeWypVKg7UjXxYan4pBGe4MHG3paPHHwwREEgJtrMwO9bQPaAHwkICACHQwsS9zv4RVDSSBIjZTCq3s9kzeJBJj3OQQo7euT5y+ISiagTIUN6++u7Jk8d108+AVUu5t3/4xdaayIXzH6r62pNb68uz492HziZXZoqFwsCJxzPry6mNxZ5DZ4LB8MTNN1E1ew6cMFR9cfR916527jtm+AJutXL9xo+zma1SuWIVnedOn2hvaV7eSM1upKJ1zSEVTU1hijo3OxEN6pGWvfFq5Mp8QVUVzhVkGC6P//ZHT7965d5Uplb3mZrhE57HVC45L24tV+Kjn/uV5zc31l69uh5QlWefGrk7Pn/mUJepq5qmknBuP1hey4nNlfEL546iKHW1NJDnVaru1Er+yInTerRJgiQCIkkERCAlAQAivPzdr4bDkQNDfUqkw2eGEEESXDg1BABIRPDIq1/7wsK733Mdt1Asj+8UF1mhqc73O7/wH6s2Q2FVy6VKpSyEYIwhIgB6nkckFcXQdB9jTFFVzjkRKY8wzhjjruvmC/lMLptOJFxPOK6nmaaqavX19Zquc67qZqhQskrValN9XSwSlFIigJDCc71iuQxGpK33NHLuecQYTE/c6+jYGwxFAAgQkWB2Zqy1vdPwBQGQMUKgidH7g0P7VVUjQABI7qRSyc39+0dICkQUQl67fuP0ieOqquIugjffvXz+zDGf6UPEQiH7L9/6x6aayMWnnsFgW3xzY35mavDoqc2l2Vw+e+TM+e211c2V+f5DJ2OR2IMb7zBVHTp4QuPq9MNbuUK+uauPAVar1uzSA8vO53IFu+ScPjASCwZLtiBuDO87FDANzrkU4v1rbzfXRZk/tpj3XVooKwwZMuTMzN777IdPvH71/lSu1ufzcVUTwmWMI2f57eXi5v3P/drHZudn7i4y1Qw+dbDm4dj8ocEWXWEkhabC1Hx8PSM21yaeeuwwusW2xloVkSnqw/n0yMFDtY2tQgoikACSSEoiQgICoJe+8xWfL3pgqDdQ1+X3BxkgIpw+OgwASETwyMtf+fzkm991HSE8Z75UmaVcQyz4mZ/7w/q6rvXlhWIhY1ctxpgQQkpJJIWQu1TVNMwAIqqqigiITFEUw9CRMSFE1arm8qlcPm9VLNeVnpCabnBNra2t03WdK7pu+POlatXx+nq7QwFTCAlEUkpPeJVKRY12+yJtQkpBAEgzk6NtrZ2+QJiQGAEhLMxOtLZ2Gr4gIHAgIJiavD84MMIVhSEwxhPJRDoV379vxBMCAIQQN27eOnX8GFdVBJCAb7935fFTR4J+H0PM57IvfuerTXXRC48/xYMtW9tb05PjQ4dPJteXsrnMoVNP7Gxtri3OtPUOhYLhyfs30vlsd8+QoujrS3OVaqmvf184HFYU9f7k9UIpk8/mrLJ7dv/+3u52D3i27PX07jcUjoie8K6//3ZTTQT9NSul4OX5rILAOEPGjNzYbz534ruvXdlw2/1+U9V0IgmMcUXJJ1YLGw8++8sfmZ+fvTVW0BA+enH/zQcLx4ebNI7ZQjGTqVZcWkt5ia2p82cPWvkdlwKRoEGSFW3Z3tl9YLhPSAE/QY8A7QKAb3/7v4MaOTjU09K2JxgIECIS7D+wHwCQiOCRl/7+z6bfecmuurqCK271QTUVNY1PfuRTXZ2HN5bnC/mMZVU454gIAEIIxrgUwvAFNMMvPaGpKuOIyJVHmMIBoFqxsrlUsVioVCoAWKk4ArBQsQ3T19Ha1NjY3NTSGU+lKpXqwQP7XLtKuwCApBAyVygupxEUHwAiY4zzrZXZmvpm0xciIEQioPWl+ZbmNl8wRAAKQwZ8YWF6YGAfV1WOjCs8uZMs5jJDg/sFSQRwXe/mnZsnjp3gioKAhPDelSuPnT5uGj4EVirlf/jSV1vqY0+fe4rMpq3tzcnxBy09Q7n4xk4q2bZnMJ/NpLfX9vQPx2L1C1P3jUDgwOGTpu6fm7zjeV7v8EHDND3HeefqK5lCspAtOlXvw6dPtTU35ituqugNDu03lV3ME+61K2/HwkEz0rBaNN6by6sKZ4iMMzU99hvPnfjO61c2qSsQDOq6TtJlTOUKy2wu5jdHf+vnn52dn7s1luHC699bv5bMH+yrrVYq2WwpXZBtbY3rGS+xMfbk6f2lbGJsLl1XF8rmvX1DfbGa2hNHRkgKACAi+AAB0C4E+NaL/12y8IGhvZ3tPcFAEIEIYPjAAQBAIoJHfvgPfzHx1nekJzjAmrDvWbm+5qZf+9nfN3zRjaW5XC5VLpd0Xeec0yPiA7J/cJ/u87/77nupZMrvM0xD13SFc86QASIQCc+RRFxRiKBYsCzHfTCzQqh88ud+6vCRo+GauompmXQ63dnetr25HquJaVxBREDMFErSaPEFIo7nCSmlkCuL0zW1jbrPL4gYAhGsLM03N7ZopukKIeQHludnWzu7GTISUiLlsplcNt3a3iWlRCIhaX5uamhoH+MckTxJow8fHB4ZYUyw/1YAACAASURBVKoGCI5VGb3zZntD3fDAvqStloqF7ZXlrn2HS+ntatUaPHausBPPbq1gsNnwx9zsvF21/bG2WE1LNj6L5Na39TQ21kvPfffqj3fy8XLRcqvexRPH21oaC2UvXfL6B/eZmqogSJJXr74Z8Qd8NQ0bFf/1lbKKCACMASZHP3Xx+Hdfv7xBneFgyDB0KQQCUxTMx9eza3d/8xMvzMzNPlzhgXDsWE94bmm1pzUspCQJ8URaUbSVVDUVn3r81Egps721YwcDPsfF+vqGUE3NuZOHpRREAEAIuwiJYBfBN1/8msfC+wa7G+o6DN3wGarC+YGjhwEAiQge+dGX/mL8ze8pjBzbXXPtCVk+3jfy8Wc/BVxZXZgpFbOVSoU/ArsIhZBEcmD4gO7z/eilH65vrIZDPr9pqgrHR4gIhJRCosqjsRrkvFKxXUHpgqUb/tMnjg4Nj/jD0YnJyUw609XW+uqrP/DpSjQUCEfCkUjNdqbUsPd0tLZByEeIFuemmhpbDH9QYahwLoFmZibaWjpMv492AZKEqanxnoEBlWuIjACSyWQ2k+ofHIZdBK7r3b5z/fSJk5xzAHA97/KVq4+fPqnqGhDk85lXX/56U13NqWNnjGh7ciexMDXee+hkamOpWCrsO3I2Fd9cm526fGeusXN4oE2Jb64vb+ZbOg4213gqWiVHe+65855bfefKG6l8slQo25b7oRMn2lqaChUnV/aGBvcZusoZ5vPFy5ffaWmo0UPRHTd4f6UUNHREAITK1sOfe+rY9964sum1RCJBXdOllIrCVYWn1+azW5Of/sWPzs5N3xxLh3RFY45DFGC27diargtQa+vql7aLhezyU48dKabj2RIzdM3UNUB1T3/fvsG9UkoiyQAYABEgQyACgn958WseC/d2ts4ltLqg7krZ2lTzyz//LAAgEcEjr3zl81NvfY8DOba7ZFcnnMpQW+cvfvQ3DJ9/eX6mXMqVyyVVUZEhETJkRCSE6Bsa9vmDb73+RmonHg77/aahKQpjyBgKTwrPk5IAQTH9hOB5UjN8+w4e1FQtnS329g4GI7HJqamdZOqxM2cy6UQ2vs6ko5p+RdUeTi02951taGqxXc9yhCPE9spcc0urovsRgSNyxubnplpb2gyfT0qJgIAwMz3R1zegqgoQMGCJVCqT2enrG+QMEbDqOjdv3Th18gRnCiC4nrh85dr5s6cUTUNk+Vzmx698faC769jR06TVbG9vLc1P9R48nlhbrFQqw4dPpuKbK7PT792a7hs82dUgNtZX1+PFvqEzAb3AZMlylAvPnifPefO915KZRKFQcCzv2dOn21oaMyWraMnhgWFd1xjIu5dvziwvDAx12+kdt3ZgIumpDJCAcbQSkz/75PHvvnElr3VHAwZwdFzXr3BNU3Pr89ub87/6iZ+anp68+TDpZ0SiBKoW9bFysYCKYvoi3Z0d8ZS1uj5+5tTBVHxzbDZRrVbra2NDg/2R+oazxw7adjWdyzu2l8uWchU7Ggl2tzaQkN/5wT8pvuje1taZOI8E/HOLa4zDN774HwAAiQgeeeUrfzn51neZFCDldKEyLa3+ppZf+dnPqppvdWW+XMxZlRLnKmMMke2SUnqe19M/6AuG3n7zzXw2HQn5Q36fqnJEYoxLIYQUQCCJPFQIgDMOTD13/slwKDI5u9DVuSccqZuYnIwnEh+6cMHQjfjafCGbQoaMK6PTSw17TjQ2tVqOW7FdIpncmK9taNEMnydAEBDiwvx0R1tHQ9hvedIViEgzs5M9Pf3IVUnAGWYz6Xw2taenHwCBwBPu7bu3jh49gYwTgSfE++9feeL0Y1xVCLGQS7/3+j8P7Ok8cuS0w6M7ifjawkzHyNHU+lLVqlSl6edkV9Lv3Zw5NnKyvlYsryxuJkojw6c1rSi8kuWqjz9zHjzn3auv7+QSxUKhWnaeO3OmvaUxmbdSxapVsGOKGtDVeCq9sr06cnD49Vff0ZoGTxw8lK9YdUHTr6lz8/eOHRn5/huXS9jy3NHuTL66mCr7VGyK+ZpNev/mtZPnH5uamhrb0Otrovs7jOnZxf39rZ7jWK5bF62tjcaSGzvv3ro0uK/XKhcE+DkDhSnhcKwqkKnG2nZ2YStBHoVUw6dzhUMkEirbYnHhxsDAnpG93W/cWMmVSTi2birf+/oXAACJCB55+ct/OfP2d1G4dtXeJBr3yr31rb/w0d9gXF9bW3CsctW2GCAyhsAQEQCklHt6B3zBwDtvvZ3Pp2PhYCjg11WFMYbIpPCE8AjIE1RxpKJyxhRBuKd/0DDNStnu6xsIhWvHx8e344kPXXja0I3t9YViNsUYVzRtbGaxvvNYQ1NL1XFt1xOeyMQXY3VNhum3PWkozJK0ND9X39hWFwn4NXIEEMD98amBvj7JVEdAxfbcYkZW0wMDg+mK9AQGVffarbvHjx6XyC2PbM+7fePaubOPcVXlSNlM+spb3xrc03340EmHRzOp7ZWFGVcNFVNJXWULm/mDfZ2eW3zn+uTpQ2dqasXyymJyp3ig7xToJemVLKE+fv5xt1S6cvdKvpxKp9OuJZ49c6atuWknX0kViqO3HnRHa2OhSAmV1e2lo8cP/Ov338Rwx+/9zIfi6Vx9JKgr/Pb47aH9Q+/eejCXVH/h3PBmojiXKBDDrobI0Rb/5evvDZ48ms2mfvjGWGvItCrpskCNVW3LjobDrU3t/T17pIvv3X63Z2API/fh+IKh+4I+f0tLayJVXkl5rqC0VUQpW6OxqF/zqwSAruvNLN/fNzJwYG/3a9eW8iVBwtMU+M63/k8AQCKCR17+8l9OvvGizsh1nNmSO83yB7oGP/7srxLw9bUF26pUqxZDho/AI1LKnoEhfyD0zltv5fPpmkgoHApoiso52yVc1/McAOZ4bsn2uKIgIoESitS0trfHauqCwajpD01OTsUT2xeeecZn+jbX5grpHUVRVE0fm12yzP62ts5s2V6L71QdT7F3tEBNWSgqOD6do+6Lb2+ZkSZd0TTwpCDG2cbGQqBxLwOWK5TBA1HNuXa+oamTq4qicoPTxsrU/sMnTUPTOFqed//m+8dOnPFAKdueU8os3vne/t69Q/uO5WUkuRNPrU4my8jdativpIvixL6OjXji0o2pIwNHGpuVeHJrfW1rb/t+xUea4mUs6Dt5zktnZ+av23Y2k0p7Ll08fbqtpTmZLi3tFBbHR4cbmoKmP1F04sX40eMj337pHWm2/v7PXthOpesjIZ+m3Jm82z/c9/rlW/dnsr/+7KnVzezkeoY0o39PyxN7a67dujJw7NDcwtzlO2utfrVcypQk6IrruXZjTV1zfWt/T7djw5W77+7p7dpJbC2vpFVNqYnEBgf6Z+e381Wl7LjJUkEBube+xq/pyIABWlVnaXN05NDw3uaGK/cSmbyFALFI4Otf/d8AAIkIHnnly3858fq3VSQEuLuTXfdnDvUc/unzv14qV1OJTc+pOo6DiACAiIwrnKuGaQyNHORcf/3HP0rtbNVFw+FQQFFU9ogUjue6QkjX8xzJPJKeJ33+cEtLaygWCwQjoXDU8AWnJqfjifjTT533+wNbq3OFzI6iaaqqjc0uJIuxxoa2jWR2YWE2XSrWhrhLqi0Y48C5qhlhkmVSwshNDUgSCSkLua1gpJEIBQFnTNqlslUMRppUBhLRdp1kcqW+uUcF8BD9pr6zMdOxZ3+u7FQdycmKOvcPDg527xne2OFr8W3dSz6c2WpvrTc1WXKU4wONS6tb795ZGGzr6umrWV1fzucK3Q2dGNARnHyuWtNzpLy9nXXWPDefy2Rcly6eeay9pTmRLrw/nYjPT5ze2xEzfQvryQxZBw4Pf/M7r4frun/9wsnFta22poaAT7s3M9a3b9/Lb1/Z3Mh//MJjm1up7UJ1dSM+2Nv1zLH+q7eu9Rwamdy1bR7uad1Tr1y6MzbS3+p5LiAaTIkEw26Vrtx5t6O7M53aCoaa62ORkM+nm4GdZHZqfrvgiFS14APRHolyrjIEznjVsqfXx/Yf2t/b3vjerY3NTCGkqOFI8P/56l8CABIRPPLKP/7F5BvfMVXwG9rDTDZRmznSP3K091ccTya216XrAHBd103Tp2qKomqKojLG2rr2CImvvfL9na31hrpowO9XVY1zxpAJz/Fc13E913OBa46UlUpV03ytbe3R2rpAMBKOxkxfcHJyemt7+5mnz5umf2drqZDd4aqmqdr4zHwy7rQ3ta9nrInVzeVkvDGs5quk6j5JHhAE/WGFynX+WLkqVXQ0EDlbKVTSuhEUBABcUbmhgF3OoxYFJOa5PkVuZNJtTR3IFI+r6ZJjl9bPHTtcHwsWitXtZNoqTo8M7e/q2LuxWlrdXDUDysxivK6+1tBk1dOO9NcurMTfvT071Nqxp69+bX25WqnU+aI8Gla5tEul5pqaO9dn1K4wV+1cNutZ4sJjj7U2NSUzxbcv3Sqlts6M7I/6/LNLGxmqHjw68r0fvVdX2/yLTxydnpjpbG8L+I07i7M9+4Zfeefa/MLWrz7/1E48NbeezJdKQ4O95w4PX717o3vf8MTUxJ2J9Kn+1oiGo8ubVrW4kdwxDf+540eGerrsirh0863WzvZUYiO+Y9mWdWx4eHB4MLuTs6TuIuxY5eZYsEkVFUsI0JFodmXz/sytwZGhwa62d26uxFPZnpqoZPiPX/0CACARwSNXX/y7tbe+FfRhKOhbqFjzsdJwy/CpA78pka0uTEtPMGSIgIjAOCICECJrbm0D4K+98oN0fK2xoTYYDCKB63yAc8Y5up5wXY9phktULlua5mtqbonV1QVDsUisxjSD4xOT8WTi6aeeNDQjFV8t5tNcUXVNn5hd2N4otDS0bSSLi6nCejpdF+Q2aMQMximgKY4tDMVrCvmFU7FcV1GxDGErn6mJ1dpORZDwPLdQ8TjK5sYmRQlLxyWqrm2ttje0+32aAzi2WcDK5jMnD1ZtR9VUIWhz4+HI0HBry57FmeTc+nJTU83t+zONjbXRsDG1kDjU044mu3xzen9nR/ueho2tZafqBbhh1IQB5NLKdn2ssZDImK06YSWXyXqW98xjj7c0NWyl8ku37viFF2zrDCjq5OxyHt2RQ/vfuHovaEb+3ekDs9PzXZ3tQZ9+Z2Gmc3DwlUvvj46t/PbHLhRT+dWdrGWL/r7uo/t63r35fufQwMTUxO3RxMmBllpDmd5IGQZmC3lCtbO1bW9nc9WGB+M3mtqaM8ltl0y/oQ90dUVjUeHJ2liQM3txIyFIjSo8GAzZjvRcsZMvvnz5zZ6B/n19Xemss76RMKTqCvE3f/fnAIBEBI8sXv/B8o//QWNSN/XZQmk6aNUqoeee/APdV5vYWLYty7WrAMA45woHYEQERE0trYD8jR//ILW91lhfG/D7CtlsMp4oVaxgMBCKhn1+v+u6WiAiAQqFkqb5W1pbI7GaYCgajMZMMzA9PbOdSJw/f07XjGxio1TIckXhqjY7t+CWWWN9y+TidrzsLm8noz6okC6AkxAaoiSvahWNQKTZJF26vkhtNBa9P7fQ3dJZWx/IZPLVql2o2o0haG/r2CnrGpMac27ee7BvT1djjX8lUXqwtJPPrJ05OFwsWwIkc6tA+f3DwzU1LQszqZm15Y6OmmvX7na2tcXqgw+n1htiNV1dtbdGlzsbWptbgol0cicnaw2oqQurGi0vb1t6V1PQj8q252WL+bxT9Z48fbapoWE7mVteXh3s3VtXU7uztDwxPpfyrKH9g5eu3OGq/xfOHltaXOnq7gj49Ltz0639fa9eujEzs/VbH31qYyO9nrOzpcpwX/cTh7qv3rzaPjwwNjUxlwwcH+wcaDIeTi11dtV70nFdr1iqWJYlPHN1bbyzoyWXSWpmXThodjQ1RSLRcqHoVKs1NWrFKiEoYV+sWnE9AkFUrpTfuHGpoaN3oKPlzSuzwrN7m5p8If+ffP5/BQAkInhk9fbLiy9/UUVSNGWmmFsMiRAFnzn3mUi0Jb6xUrUsz7EZMq4qgB8gAim8puZWYMqlN172qkWfaTCvur21NTe/Vq66NTWhzq72QDDoChGK1QuiYrGkaWZtfWOsts7nC0Zq6kxfcHZ2fmt768knHtN1M51Yz2WSgUAIOV9YXLKzlZaW7gez8XjJ20ql/Iasgi6AaZx11Actx51d3Q5GYgd72jKFfNUVgWBwe3PdxhAzghXXjUZChrAKieXOlqZAuC5qeAsrW4tra41NLf3NUavq3p5PVfJbZw+PVJ0qAOzE18J+Gtl/MBCpX1vILq0uNbXGbt8ebW9vC0WDd6bjdZHgcE/d91++FIu2HDvS43rW+no8rPvrW2JcxcmpeVfvaq6Jauo2QimXywqXnjz1WF1d3VYit765efTQSE0k6llWLpe7ce9efUPja2+/z7j2yafPrSwud3S0+/zG6PJCa2/vq+/enJxY/vQLT8eT5YVEwRFu/962M8OdNx/e7hjoG5+aeLBMRztCGln31zZL1VLVKnNu+PzmYHdrVfpSW/MDeztzmcTKRrZslfs7u44ePjQ6NubT/Yf3d6mKqqhateysrOYYZz6TR8LmGzcuhRo6hrrbH4yvMoK6QKyuNvDrf/gZAEAigkeWb/xw6eX/W+Wo6spsITf//9IEH1CaXmeBoN/33vvFP+f6K4euqg7VSa2sluSIExhsbMBkzpIWZmeXWebMcDwzsLuHYXbO7LLDHAweDMaYYAvLlrMlK0utVkutzrlyrj/nL9/7bqlgnsfyR7JjH3jiX2pabG9j1ffdwPMQABDZPi7gwNDwiFL4+gvfPPXAQ9ubO5t3rnqDbqXaaHedbC6VK+StWCyUUBweDcKw2+sKzSwNjSZSKTseT6cLZiy+eG+xUqk98cRjmq6367vra/ecsGNalj8QvK9sNG7tDOpkbNcqlqkMKztSipu6bmqo26k7S2tHp0oAoIASsVioYGlpOeCJnuRbtRaZKcPv+M5e2tLqYRJRTA4VanvrU0fu06VXWbpeHfCgv/3I6ZPtbrvX7w86e0emsscXTmp2dn2ptbi5OjVefOfty4VSMZHLXFtqJ2PakYn017/9YjI78uSjR3qdlgxCUEapnEFOt+/e68jikbExTd9V1Ot3O6Gvnnjk8XyxuFtpra2u2rFEinGLa3Yuc29jKZXOfe+5V3Uz+csfeGJleXl6eipmGZdX7pWmp7/7wrmbt9Z+8yc/2qj1b6/XBkFwZHbsydOHLly9PD4/c+3mjUvLwX1jiX6vdq/ZS1iCg+TCAqChfGK3GQb96vH5Q43armVn0pmEYRrpVL5eqfRb3anx8Uwy0xn4nZ47NVWMG6DQNLj/t9/4Wro8c2x6xGn28tl8o4sE8jf/918DACQiOLB87hvr3/8c54wj3ai3VuLh7Pj8ex7+daHHdjdXfdcNwwCJcB9j8M9oeHQCmfje1//+8LGjayur1a1NXQBj4AeRZVuGaQZR5EcqN1Tq9/tKkmHG8vlyPB5P5XLxRMaOJxcXlzY3N06fPFkolvrd+urGjb3B5lL1egKGi/YZNQh2m6HUk7utRkyXRiyXSyf3+pDR3ffdP7e8sjxeLmq6FgW+AgBFt1dW5w9NXb5XX91tJwqjV99+JZtMCI1X+sIwrVPH5jZXbg2NzcUto7G33fawXVk6OnfC8ZyVO9eSwj1zevTE8VOKx1fvNe9sLh+eHj7/+ttDo+V0IXd9tZ2w9CPjiWe+82J+ePbsA4eq1ao78AuFUrEY93zX6zWvVqyJsUMJWBLQGfR6nhM98tDZYqm0VWm+ceGiUuL4+HAulQpRX966OzY+cfvuvfXN+oPzC712K5uMWbq257SOnj75xqVbb19e+/R7769vVRf3On0/OHFk+oMPH3vz8lvDs9PXb968U7HOHJk+MZ46d+XW3Ew+Yeoa19rdju+52w13efXWoYmJem3H90jTRTmdGJ2YqlSbja4/MTJ9ZHq61/f26pUjc/lMQhLp23fv/uOLrwzNHT8+PbZ89U6hUD7z0GMbG2uf/rWfBwAkIjiw+PrX17/7OV1nqOhqvb2dlqksf+Lk/zQycnp7Y9l3vSgIiBQeICIuNEVqeHhMCHHzyvlEIlav1QPPteOJZDLJGOeasbe9sb67eq+ymbBSI7mcHzq2ls3lR1KpdDydisdTZiy5tLTYaNRnZ2d93210q+dufCdVSN/cvJTN2SVzLuwlKpuFeNZ0XJXQDStVltFgEPGhJL7v1PTte4upZCKViFmG5ge+UnDh6t1kpri22+u6kWbG282KVDKZLkojqULf0lW1sjkxtZBPmUy6LSes7G7MTMwLwa9dfEsP6qeOF86ceSgEe/lW5fbmyuGZ8lvnrwyPlRPZ1KW7jXw6MT9mfee7r3zmk59IZrSt3fr1WxuPP/YkQac/6N1brzdlcn5+IR1dF7Ll9AeOG9x/5tHSUHlrt/7dZ1+KW4n3Pfao8MNKvbHb3RsZH222aisb7dOHFrbrjaFUXONU7daOnjz63GvvrG77R0rJZr3pRFHMjmVsK2Gzjtt66OxD9Xr1Wy/eKCZjHzizsNfqHhpOc6AoiJgQqUKm1vReefvl0lCp2ajWG85IuTBZKpVGJ6/fWG705NRwWQZOGEV+JEulmEbOEHpbld5rS/dmjp+cnxi5eWW1mCk++sgjSO5jP/ZBAEAiggN3X/na6nf/zDAYkrrX668m3aa//cDsE+976F/tbm/6AycMAgACAERkjHGhAUJ5eHTQ61678PKg39MFM0zDME3OBQGu1nYrzYoT9i+trpdj+dm5tGRhSDRamgAnNVIaHS5PLDWvDAZ+v4JgBD2vurq9ublXKY6lW91OwmJKk4VUuVfnPS86PnZ2PDcFwuTkDc0d0QTThFjc2hwZGgJgmqH7UYTI727tZlN5hozrgjHWcQY9Z1DOFk3T4Jx7kb/eqJ2cnJZRJKUMAnnx3r0nF44xhqEfVCpbW1u3H5mfiTNrbal9Z21ltGBcevtaeaScyiVfP3ejNDx84sjwSy+c++mPf0yP8Vqj8/alu5/68AcrvVYE8vqWnCsXzhwevbN4zulXQz/o9twHH3ysUCpvbFe++/3nk7HUQ6ce0EPZd7rb3WppdLjerK1vtc7M37derY+XihbHncbq/LH5bz3/xuau/4EHT1Q67nqrGwR+OWmfnhzZ2ls7dvLQtZu3zl/dHR3Kj6ctD8Th0RxHpWnCsmPJVOrO4ubV25cmJ8cRgpidTCUypmGGim9vrl+8umRwAhVq4HZlMuRmUoczednr9C5WW6cfeWR6uHT5/DWNmzNjE81e+//4kz8EACQiOHDv1a+tfv/zhi5QqeVB71ay3+punpi470ce+zftWmvQ64SBDwCcc0TkXHAhpJIjo+OdTu/Fb3018Aa5bDoWs70ouLpxu+W07+1WSKAwmOcBiyCdEdNH05VqP1SRERUePHxcN8w27URI1y/uxBNgaPby+k5/0I9ZKW4wN/AMHU+enEAyMdTGi1OnDj2ctPO7O5WBnbcnDylN22g1huIpS9MkAiCCUuvN+kg6BwgMAAEbrjPwvMlsFggIwJfRncre6eERIACgIJIXllcfn5pSCghgo1H5yvkXz06MPjY3D3q23eu2q1tayMN+g5z+vRvLxWy2MJR86fnXThyaHZ8da7r+taXmJ88+UOtWI6auLPVOTk+89/7pi1de9v1uGAbdvnv61MPZYnFjq/Lccy+kEqn7j58Rgeo53d1utTQyUmtW1jfqD8yeWt3ZmRwqx2Oxvc721PzUN59/Y2W19pEnzm41+qvNvhd644XMI7MTq5t3jh+fuXT12lI9Pj8zeWQid2V148RUNqExgYwAiNTiZmtl+crEcHl3Z2NptWrEUoenxscmpxuNhsFw0G8jYtqSd5YqHBMAymDS8/y19t79Dz1w/PD0WxeuD/oBI9bqdr76zJcBAIkIDtx79emV7/25ZQpGsOz0LpmtKNo6e/RjD5/67drutjvoh0FASuEBtk9oQFQeGVWEr/3wO83Kdj6XMiyr73o39lYz5fxG/fqt1R1kESotZupRGDDP3tp0u75TGDETkCalHK1xaKHkOyroh9lCdmOllUkkrl3a9V1/5kSKocwW9Z2NwZlHR1Nm4eTwkzOjJwHF8tL6wIjzw6c2PD9j25amKwUKgYh22s1CMsMIFcG+vu86vlNO5xAQgKIoWq5VjgwNc4YIECh5Z3fnzOiYBIwk7dQbP3jzxVOF1GNzc56eX+t013ZXp6cWXKclQmc0P2o4nUF1s1d3koo07m03OptNcayYNS0/pODykrMwOfrIseHt3Wscfcfptzru6fsfS+fyK2s7L7zwQj6VuG/hIS3CVq+x06nkh0frzb16dfDB0/erSHEulrb2lBZMzk1964evryzvfeDRh/Y67u29VkDRRCn3xJFDK6u3Tp6YvXTtxpV7zbHRsmEb68126NRRRQbjSTs2OzlaGcCgsXZsanJndyPwWTKbyxbKheJQtVqrtfrJeNLgMDNk11u1etXTBcsauL7TurN979ipE1PjI9s7TRAxO55Yvnv9c5/7YwBAIoIDi69/be37f2HonCMt9/pva7VIVT503y+cPvaztd0tz3XDICAlGWMAgPsYB4BSeVgBP//yDytba9lM0rBjhYm50aljyVR6eevGUy//+blzV03Ohkd5oLC6QYN+pBQIXXodpSRlhgGE8cjjh958bSVpxk6fmXZdf2e7Vas0UYTjs3q7pVzHLw7Zpp46Pvzk6dnHuGYpqe4trm70/MHh04XxaSE0IFJEDLHabRaSWSCIJBFi33e9wC2m8ggEgGEk1xu7k/lhhsQQiGipur0wNALIEbHr9d9avXXINk4Xih1IrdWbG9tL6fLhXqcSer302EKSnHZzN1U+dCiVaG7d9vpewsoPMabaa91WfbUC5WTKoiARr6diynGcCJ/gLgAAIABJREFUVsc5cd8jqWxhZXXvlVdfysTN+xceZD52+q3tbiUzNNxuV+t77Y8+9kTCMBWy7710oTSWHJ0a//bz5zbWq7/0Yx/Mx1NL23uvX7t7amFuqlS8t3bz0OHpS9duXl9slQq5TCq50R2kYyRAxSwTUWlCVHqKuZUjE+O1ynYyVTDjCUDDNGOLy4t2PF5IJeemJy0Opk6B60upNIaXFrfvrt8aGh4tFrIXL9/0ZJS2Del7X/irLwEAEhEcWDz39OYP/krTkFN0u9G6ZHcySe2TT/xeNnOour3mDvpRGCECInKh4buYUrI0PBIRnnvphb2NpVxxaGTmRLZYymRy8WQCALYrm1/4yn+7fOf80LiVtLOVTkMzKOyKbsXr1EPklCmJ2SNFN/Dre/7WopfJmgPPP7KQypeDjXVH0yFTFBCwnQ15aD47HD8+kX5YAVdKRRFt7e1tdf3x936Ej00qAKUICGu9ViaeQkAAIIKB7w58J5/IAhECRlJuNStT+SEEYgwV0fLe1rHyKCEnwJ7bf2v5+lzafmRsrIepjVZ3Y2dVT4332lXl9xPlec3v9BqbZmGmnM3t7tyRyDOl6dGYFbQ3YyjjsVJSgR04fu26pfq+0+20B9NzJ1KF0sra7ltvnosb/NTRB5hHnUFrq1PJlYY7g1az2v/IQ4/GTEPK6PuvvD08mRueGP32D8/tbDV/5cd/ZH58tNnqPX/++kc/8EDMMu+u3JSmdfnGzc128vjh6YXJ4hvXF08dHiHf6fR7A6/fd8PNuisHO8dmpnZ2NhdXtq105vDM0bmZ6dWVJcvQysXkfSfmKjduuU7oSSIuIpJb/cFOpxlKpXF0HE+PlabHpq9fufrFv/6vAIBEBAeWzn19/Qd/GbN16fsrTudGIpgbn33fff/zwI269V0lo9D32T4uAJEzDgAElCuVvUCuLq/cuXEFORubOpJMZUxDz+Wy6UyWMdbptZ49/9Wd/vWBdG7eXE1kze6edHZpfuZQvVmptWuZgmFwaLVYKhHXDc33VTYrgsAXfmpyOjMxkWcMk8Z0J6yktMm0PQzIGeOISMiWVzc2qm3jyOl2YUIyJgmqjWoxneecERASDDx34A1KmQKRQkSl1NrO1qHhMcYZQ1BEi7tbC6PjyDggdgf9N+9eOjKUOTsx3sVUzXVqnXoyPTLwuirwjHhp0Gq2K2t2diKdzFQ3bxDjydJsMWY1aisICtLjaSuWNtit5YsJCoYMFgu9uUx+OJ3a2a5dePNCOqYdmT7qdbx2p14Z1MtjE+1ee3Vp+/jk/HAubVrmyxeuTc4Vy2Oj333h3NZa/Zc/+eHD46ONeuvZN6786AcfiVnGyua9SNMu3bxzb71/6vDM2YW5F966fWy6lDaFHwSgaXYyPnCim3fejiWT1XrFSpSHhoYK2bxt2a1GdXd7K5OyF+aHa4tLsVS+4bjrlWq100HGGYeh4oima69duCLt9NTE1PbS4lf+9vMAgEQEB5bOfWP9uS/ELE36wWKvdUPrzx86/oEHf6vb6UvfkTIKfI8xhsgAkTFGwAaut9foDgKanZlJJGJbq/fWVlYUwez0lGEaqVQ6my8IzfRD79yNZ9+592yr3zOYRlI7mjv7off9aKW+e+nKD7jRjFrGwI1GSuP5Qj6RsoOBbLuNyfJ0MpnSdMMJu0hardWTkjQeIwIARojAmIzU4urm8kYlNXeUHT0Z6cZut5WzkwwAEEiBE3p93ysmMgAEgIrkZrM+mspxIRBBKlpvVA/lS8iYAnRD7/LW4kTcfGhoaMDijcCvdJuJeMHz+yoK48mikr7bb3E9y0Bsr98KA4rlxhOW2a3c0yhUqUnLiqV09uL1c+3AAcYA4ANj5Q+NlzjXKy03aWfSKqBer99urK3eMU2j5zmry7sGJZ1+hwsGxMan82cePPXWldsXL9769Iffe3Rqotsd/PD89U986CHbtlY27oWMXbpx+956/9T85EPzh167uvrQ6dlSJkackYqQIFT0zuVzUuitViObnxgtF5KJZDZXalX3HKfvh66my2azIxiXUrmumzTNq8tbrcgzDIszVtmtssTIiYWFC6+98Nx3ngIAJCI4sHz+ma0f/qWhC5LRYqexnIimJucOl39ia31jbGwEkEVhqA6QlF4YrWxUuk4US6R1XecMJkZHxsbL68v3/vGprw6Vymfuu8+27VjMzhaKlh33fe/qtXObm9eG0pMTs6dGR6bjiUSvVQu7GzvVjUHfKZYmCJnvu61mK53JxhNJQgQFCtAZdKPQ52YyCKIoUgeIADgXmtCRs63d+qVrdxNjE+aZBytCSxs2AgIAEblROAi8vB0ngn0R0W63NZLMIhIBEOFmrzmdzKHgSOBE/o3qeklnJ2yr6chGp9Ppd7Jjc74uZOCZdg5UEHo9w8rZhtlq7Xi+4kaGAW/vLWPoYXzYMC2LwavXXmv7/UBhCPD+ydEPTw5HXL/TDPT00JhtJHXOlKxtL88n9EbHVW7Ub3YG7S4GoTvwQPNPnzn63KtvL91eOTIxaWnCDWVr4D10cr5UzPUHVSuVurG4vFrT7z8298ixiRffvP3omdlsTPiup1RAKPxQXrp6TqJWqVdch4+Nj5dKpflDM/XK5tbuViKZmBgfsSNlIl/cXhsE0eLa2qHpo7VufX13L5ZK7lRazLDmJo6cf+mV7z37VQBAIoIDy29+c++FL2oa993gdrP+ptMrZlNn5j6+eHdlqJhXSvm+L6X0/SBSsNPyO06QSaWHh8qloRIhqigaLuUmp8Z3NleeeeZpkuyxhx9JZ9KGaeTyxVgidefOHRm401MzmfyQ6zitZjNfKOgmv3f9LS9UkjCKlOO6BEw3TSICYowLTdeHCplMnLlBNBj4vu8FfhhKqZSUBEAIyEipta3KzTsrdj5Pp0/HxmZJgQRSSjlh0He9nB2XQACgFO31WuVUFqQKfVf6/nZ1O0sYDbrhoOcPOq12TVdhgnPSbSmMiEEqUoXTD7qlsmZmSQUq6GtmMqabg0FLcB6LpXWuDZxW4LmeigchMSVfv3a+7Xb9KJJSPTlR/tDkSMT1e60wjJVGY3pcoKNwbXflvRP55QGr+FHfHUxZek6whJKs35gtF1+/cGlnt81D1W124rEYJwIixpGb0ekzx3cbtXMXlovp9PxY8d5O9/TM0Fg+SYB23DZi8VCqS9fe8BWrNWvl4flCLmdZVjmffevSG3NjM+VSPl9K93d2KZKLezvnb91+7MSpcmHo1auXO443Mjx07o2rnUiOFVKdWvCVp/8CAJCI4MDS+W+uPfsFz/Xa3cF3r+6crzSOzOZ+/H0f3VrvMCCllJQSiAigMWAuCQCwbTtmWsVisVQuc03IMCxkktMzk96g+/yz375zd+nRhx8bKpcN08hkMkYsMegNctl8t99bunuHMX5odtaIxfa2t5RUhMAQBefImNAEwbs4F1xwXddQDjY3Nlw3kBFFUkkghgw5E4JrmoGIuqbXW91X37xsxsz0Aw+HE7MSOZHyosgN/LQZI1IASEQ1p2PXqpWL59xOk3MmkcdiCS2R1tMZlkjtQZhOpU6XS75ItqXshK5qdf03Xxg/ftqbPuGrkEJH022DawOvhwCmkTS45vodAYpEgogpqc7fvb5Zrbq+F/r+g8XshybLxI1bdTeMFYZsPauxfiTXd1c/Oj92qaUuNgd32s2kZVkMY5oo8Og/Pn7ylbtLix1VRigJFlPRoN3zeoNB3+kPqvNHZq/evr242qMo0kgVymPTo5lk3MxlcyrsI3BAsbJ6DTSj0Wr0BuS5Ml8a++Djp9+4+MbZ46djMbNUzjnVigqiH1x8K5XIPHzs2PX1tZfeOn/08IIVj7/86qV4pshVw+3pX3n6LwEAiQgO/N1//teXn3smbjDO+IXt7pV6a3rK/Mh7T+ytJWWkZBQIzgVnpqkxbtT66Cqu67qh6aZhpJLJ8siIaVvS95OJ2NzcFJB65cXvvfjSuUcffHhyclKCAiYAeGloZHRstNmo19duJPOlIGIA9M9gHypSCIAopJSRjFzHlaRyaTsKA0COyHAfY4AAgAQARMg4Agihbe9Wn3v5vG0bxTNnvLljUpheGA5CL21YShEQKIDmyg359lviyEl7ZFzpWj2MxlJZQFREXhTdrqynNHF/PtMlu+55zX7bjmUG7Sa7cm7+0OG94Wk3dDU9bmi667QZom5mDV2L/LbGALSkLjSN89X2TkBSAvQG7rCkB5OmL+Fmpe+Z2SFTtzh6Slb2lj86W36nhZeag8u1Ghk6Zxw5H9PVl37kgb+8evsfK35GN4qGXtTZhK2XNVbiUvTrh0rDS4t3qy2QoGXitopodDijUVStNaLQcwZ+ve0M+pulUlGh9EPMZfLFQqmQTV28fPHY+GwqZQ+N5Jxq7cqtG++srf/ow2cTlvH3588XTN2KJe144qXXLiUzQ1xVej3tqae/BABIRHDgj/7FZy6/9moxpVmmfq06uNXqHJ4pPvnIWc9L5guj/qAV9PcMDXRdcC7CCC7e3jHsjGFbgnNT0y3LKg8Pp1KpIAjiMWNudpoxvH7l7ae//kzSssaz9sSxB46dfmioPGzHYms33go2X/Hic4NIU6RAQaQgkpKIfN93PQ8Q/SB0HdcNgmwmvXD0cKtZD6PID8MoklGkpFIIiIwBACISABFxzuvNzq3F1SgM8keP4ekH+5rR972MYRORIgCg1nf+Vjt6nzVzVCmSJGuDbimWAgQCkKS2uk1bsLlUfABGROiEjm3EFSnpO/6Vd8YTVnjkZKgnda55QZcBGEZC4yII+hwVClsgQ0UbrV2v11bdjuy0hjTj/mMLUTJ5uzLohlqclFAQRFFlb/kD08VrHbza6F7a3QVNB8EBxbhJ//Dxx79+Z/X/u1dnhsH3IegAOpKQXgaCP/vo483G3lsb9Zxuz+fSbrdLYWRyHvhBp9lxPdnpubXK3Xwx13cHc7PHnf6g3Rnk8zmnt1ffao6WCxPlHKjgxYsXjx6ZH8oWErb9pVdeH0mYhpWIxeKvvXHdTua4qvb7+lNPfwkAkIjgwH/4jU9dev1cLqFZlnG75uwF8pEHHjp67P54MmsalkBG4SDobSq/pwCUUo12/8ZS1UwWkskkZ4xxbupGqVjMFgpEytL5yEh5eXW93W6/+frr7z376MKp+0fHxzVNDPq9cNCg5o23blW6PkNkyDlnQjN007JMy9KExrjQNM0wTKFpQgjTshfv3Oh3O4AouBCCI+NCCETkgmtC4xoDQESOStZbnedfvRAE3viRI+6JU614zGK6JEJA5Tv1p75U+MTPavEMgCJFNc8pmJbOBQCEJJfbdZux09lUT2ntMKy6fVuzOZJS0hRm99rFYtAzzzzuGvEgGDBAQRwDf9CpRs162GkHjabsNPvtZrSPSJlWMpUZYbTw6NnN/JiPlg0YedHAC6q1zcfKqVsdutboXtndRSGAcwAYM+DLn3jPly/d+NJaNxI6aALfxYABhG4Kwqd+/MnbW5t/eHFFcP0XD0/fWl+dy2YsispWnEeh3+/lE/bSnSuZXLHVqs4fOsKBei7FEolmZbW1XmUAuuCxOCzv1WenxzVdM1C8ubS21agtHJrL5zI/fOliPF3kqtbq8me+8WUAQCKCA5/9jU9de/tKNm3bsUSfmYXJwyNjU3YsLgRHQMY4Y0xjwMO2394JAlcI4fjhtbtbfV/LFgpiH+OC81QqNTRc1jRdcLZXrUZBkEmnc9nc7KEZyzaatRogzhw6tLq8WKlWOROCIXLOGEOB+xhjQAiAhPvYAbBtm2S4vraEwBkeYEwpBQTIEAEJCYXgjElJANDp9p976Q3X6Y/OTNHJk2xkUgEDUpHT33nqb8Z+6pfItIlg357Ty+kmRyTAQMqlVlWgPJXO9JXWC4LKoKNzM5BhEAa2mUTE7t0r407Pzxadyia121G/D4GvZCTsGE+kWCoPqWwNwdHNyLJQ0w4lY7ORs/XCD4rHHmAnHolrXCAqhOagPW9qd9rhO1vViytrYRSC0ImzcQO/9BPv+eLFy19Z7YRMAGOASLiPgQozKJ/69PtbneZvPvuOh8aPTE1t7G4tjI5yUjHdYJG3sbNqcEho8BvveXxQ32l2AsvQBDLfC6qVzeZ2m6IwCoLySObG2spQqYSedNxwEInIDJqdXj6dXlzZ1swEhM3At7/+jb8BACQiOPDZ3/q5SrWRzWaTuSErU4wl00IIPEBEAMA5R0DGMHI7g+qSCh0hxOpW7dzFu3Yid3h+3rBsZEwwjNmxYrGYSqerjXqv15uens5lM6Vc5ua1qwx5aag0OT29t7frOI6SUkmpFBESIHDOBReITByQMgICxjkAcM4a1W1ABAIpFQBKJRERgBSRIgDGGApk6PseEdZarTfevEJKFUp5dviwmjsqGZeO2/vOPyQ+8umA61IpKWmn0y7EYhoTBBDI8HZtx2TsoXJxQHo/ippOL2bFIxUFUWjoFgihby35r7/MoiCTSUVjk3quxFN5ipm6aXErwTUNgW33m4EMFYAiGjG1hUSiurOz/oNvTZx8IHH6MQCIiDpu92gqthviluPfa7a63UG91W13nTyjv/r44198++o/rHYixgkUEgAiAJDysxh+7Wc/Wm/WfuvZdxyynpyZ2tpenyvmCwamTaMf0fWtrWYYVbzBUz//8bDfuLbpJjQGoev1mpl4LJ8ekkHoua50vW6nen3pXpYZnJtKxIC19VhC18Urr1xkZhKxm7WKX/jy5wEAiQgO/Itf+CQIY2RyNlMcNi2TMUZESilEBAAiggPsAKjQaWz16htPf/+Nlc2KIioPDZ0+fSabzSIAIjLAoVKpOFRcXFwsFnKlYlHJyHVdwYVlWkEkXc9zPM8N/NAPIylJKY5gGUY8Zlu2GYvFLMskSYpIKtXv9wzDaDSqrudLKcMolBEBAeMMOWOca5rGGSLjnHHOmVLKtmxk7MKl6zu7e0PFnD1/VDt1XwjQfubvMj/6U5EeI1KA2HD7KcMUyBAwJLnebwmghXTSI60vo7bnWrolVSRJ2sLCXlN/5fl6uiBn5oKbVyaOHJUTcwToh45A4txCxhBou98KpVRAkqis68cSMZ9ge2ev/tx3Dp88o5962Cfqe/35pFmLxJ4fbnsDU9OA0AtCcrx/uzD11xdvfPluLaB3IQACAkiKvKyQT//sj97ZWv13r9yISPzG/cdfvHH71MR4FPhMWL5Sq3sb1UA2fO8bv/KJfnP325c2M7YhOJxf3dCEeHLhPpOhiWBzYTCo7azduns7HU8w4G53t1AYLhYyF85fZ3q80934wOMf+pXf/BUAQCKCA5/93d/Jl0cy2ZxmGAyRiJRSAKCUogNKKQBARHYAkbmd6ltvvHr+4lXGWBgpAjyxcLw8NJJMJuJxyzINXdOIKAwDIkBkQtd03ez3B9V6AwAUvIuIAAARBbKYaaRTSdPSLctCxH6v3+p0Ws227zv3nTouNM654JwzxgTjiIxxJjhDxrgQCICMMc4AUEmpiBgXjut///lXt7Z3RoZy6ZlDdPRY/YXvJj/yk5EeU0oRUNMbxHWDEwCBJLU56HCk+WTCJzEIo07gGpopVaRImUZMu/Cyv1cTH/0J0PV2s9Z7581DY1NsfmEgfQHEhcWQAUBl0A0oipSSSpV140jCcpTqBNhtNNvPPj1/4kx09P7GoL2QtrYdutfur7XqTBhSQaRUWsD//djpr99e/vpWDxkCsGZ34LgeEIHyclw9/ZmP3dla+fcvX+sH7Mnpma2d9bnRCV0IIADpb9S2aiE1fO+bv/qpuPKefmtJ1y1S6rWVRc8PHz16ny4YQzC40AUzOKvXdlqD3mgmu7p800ZVMsxDM8d1Hj71zac/8v4PfeYXfgkAkIjgwB/94X/UTcPQdcu2TdPknBMRACilAEgpUkpKqQCAMQYAeECG/sbSnZs3Lt+4u9ofOIrwyUcfe/97n2ScA6CMZBCGwjRTyXy/2+rW1vfqzUbHT6ZSXNcQkQFE6l1hGEZ+wEgxhq7n9nrddrvtOJ4ixYiExn/x535qamoGOQO1jwjon+A+QGRM03WFChQg44iACIh8X6/nPPfSa+ubO6VCNlUqtJu79o9/JtAtdaDtOzFNZ4hEIJXcHfQ40qFELFDCVbLte7owgCQRGJre+ps/0+YWko++B4iCyA99r3Hxwkg8SfNHfCJEXSqMIrnRqjhhEAahDMMhyzieTfdDagcgtZjudOGt5woTc9WxmZNDqYrPNj2/4g5idkzThMZZSuD/Mj/x/ObOW22PGO8MBmvVrmDcMrRmqy28wVOf+uDtzdV//8qNbsAemZjoNLZPjY6mmErZYr3dX6lVGpHac71v/tpPJch79nrFj1QUeLcbtZwpljvhwsSMwZjgTONc41zjrOcNlivb16t7v3T2/hlv7+LNnfmjp7/zjb/9xI//wk998iMAgEQEB/7gP/w+36cJ0zRt247FYojIGENEAKB3KSnVP0FEAEBExpiU6uatW9/61re2NjcUUSJmz8/MPHpqwdI1X6nJuZPD4zNCaKEX3Lz04sVrN4RmM014ge+5nrPPdTzXC4KAIRpCMMY455ZpxhOJZCIRTyRNK2aY5vTUpKbbuWxiOB+XMlJEiAwRgFBKyYXgmoikJEWAEIYR4wwRSYHvh51+/5Vzb1ertWTcStqoPflhNTktlVRKdX3XYBwBIynDSO722iSjmUTMl3wQRQ2np3EjCMMwigzNoq/9NTv5gDu9AAr8oM8QOTeilbv5sNccn4d4OqbpGmeVXksiCY4a58Px2Fw6rgD6khHXbc79VrXy/W9MH10YevCBWsTrYVTzPI0L5KzV6ffrjT946MQbzeaFbrCy2+j23Znh4mghLRj2g8B33D84NX93c+P3X7/VHQS/ft/RtxfvPTI5Uu8Nmo7PGK936k1F2wPnW7/2025n55Ubu7Zg+y7u1B6aPfLd67c93z8yOZNPJjkDnTPBGOeCI37z+jtjxdSPHSqff+75fHnmxoVXP/mJX/iZn/wYACARwYHf+7e/xzlnDDVd1zTNMAzbtk3TFEIwxgFQKUnvUv8EAIgIDwBAu91+9rkf3rx2RcrIEOyx4/PTk9PjCw8Whia40IgwiuT5869/5StfBKAwkgRgGoama6ZlJZPJVDKVzWaymUwimbZty9BNwzAE14mYUiiViqSUUZRIJoaymu85YRiFMgqCQEoVKqWkkoqCMOScA6IMlQQFgAwZKVBAStLa5uZerTo9FHe1jDc5HR4+4klV7/VMZEhMSRUpudttAsmFfCYA3ZWyG3gxMwZIiBgzLPjqf7cefpIvnBaMSekzJizN4Ig7Ny7z3a3Rx590DBsB+qEfKQUIRJTRxKipK2CORIXcQMaQdRvV+rNfXzhxwl+4vxrKThT4vlzarjW7ztFy5vcfXnhtfefzV1YSidjsWCll6ooUKQpVyKT83aMz2+3m363Vqv1gQrOW19bKyWwYKR25IK/bqdaiaNvxv/lrn/Y6OxcXmxrXhCYub27fPzN7abfTcXrL25uFXH5+bNwQXCAK5ELwH9668v6FmXmLv/r97/W67s7G2tT07J//2Z8DABIRHPjsZz8LRIhIAJxzxphpmvY+y9YNnTG+jwiISMlIkZIHAAAB9zHOpFRLi4tXr15JxGLH5+fnF07H4mlEjCJFCnrdzne+98z6xkoun03vy2SSiWQ8EbdtWxxgjAEAAhIAEJACIAbAlAIipRQSkdB0P+ju7K4jgVQSERljyBgRSamE4IILAmKM72OMi3dpUaj2IeLK+qrJ3KYjPVfxw0ezT5ztCzCQMwIEpYhagUOgxi0rAh4oGoSBpumkiEBqwDtf/Jz98OPGyfsZgZQBAXImOGKggtbKUv/uvZkf+ShoWst3Jb1LEaV1PmIakQJHISA3GROIkqBa2w5f+sH43NHd2YVru/W9RreQSkyPFEykz5Sy3761dBvFUDZJREEQDnxfhnLgeUJF/+Xs/UuVnT++tNj0YTqT97utkVRWhsGIZcxkTAjdL99eqfjRN37lE15r742lns5wKKWv1BtHRkZeWG4IXSNSa5VdNwxnRkZKqaSpIMGounp7IhszlPvMt7+3V2txLianZr78N38DAEhEcOBf/W//q2HZCICMKaUYIj9gWZYdi9m2rWk6ZxwQSUmppJQqisLoXQqAEJlSkabryXhS0wxTtzVNB4AgkKQoFosFntftd3erG8jINE08AAcQkTEG/wwREAGJAAgBGACSIiIkQMaF0Nji4tUwCJDtQ8EFIBIQIgIAInLOERljnIgEF0IYnHMCFQZRGIXdxsZW02nVmrplpQ7NmWcfMvIFkkqRUkBNzyFSI5YRAQ+VGgShJjQiRQACmPO3nzceeFQcv48TRlEACILpSEpSxAW7/fzzY/NHk+MT/cCPAKRSBJTVxLCpB5L6EpBxDRCUkkSe9BODzp1vfzs2PP6iWUimYmnL8MOI+cHvnp7/5u3llxsDiSyUKoykVIqUIiXTHP7h4+9Zre7+/vnb3Yh/cn5qdW/3fZMjQSR7QeSH4V6rsekHDS965pd/zG/vvXJzrxg3RrLJ5++unpmZfX2tyTTN0ITGoNtrd+qVvAxni0NBv1bd2wAlQ1JLSytuoFLprB3PfukLnwMAJCI48Du/+jORnrTiac45EhAAILADuq7blm3Zlm3bQmhwQCmSMgr8wHFc3/OljLq97uTk1Eh5VHCNcY0UeL7veZ5haPFYnIhrOr9976qUgRCCH8D/AQAQEQABAIEhABACMABG7wIliQgISTf0tbW7vW7LMEzGGQAoehc7wDlnjCEyxjhDJAIALoTGOY+icJ/T3RlIbfneShAGQggzn8+8/z3G5JQkUkSd0ANSRV2TwCIiN4qE0IhIEenIvL//79p9jxrH70OCSAUMgYgbgoVSItLa229aqUJxdq7tDnwp/TCy3p7RAAAgAElEQVT0w9ACzAne8YKerxjXBSAoCKTsON2ZZGxpt2nefHNoYvIlq9SVUilVEvz/euz4t+6sPlvpSkQAkFISEQKAUhmN/cOPnQ2c/m89/047xE/NTd7dq+RicULBuaAoandrXVAVx//Gz380aFcvr7bLqQRyfqfWOFwuP79SNQWzZag7/cba3U69GkWBLpgQVMjlTdP0Ar/edAgN07JDSZ//k/8EAEhEcOBf/vJPRJKIx/R41orFkDFEAEBkyAARmWHosXjcsixN0zjnjHFSFEah03cbtZbC6ND0XKk4xBgjojAEz/P29nalDIdKBSZ4NlOq1SvN9q7QOABwzhGRMYYHGGNECABIQIREoJQiIimlkjJSYRRGRCSVBCA/8NutlmHoyBgicmSwDwEZUwfYuzgici4Y44gouIYMPccbtLcSxdHd7b219Q3fd0GBnkgmzz6qnViQCJGUAJDXhacoIoqUYozTAa4weuov8eQDcu64jKQX+JGUoUQkcgM/UmqwfEfpcSyObndbTuCHkZJSZQQfT9i9UDbdUBNmxrYSui4V9P3ebDq2OYh22+3RuxdmZw//0Cp0QplF+ncPHXt+eesHe60IGZACRe9CQClTSF/62Nl2t/lvXrvVVXiqOOS5vWIsaTAyNK01GET+oCOjHSd45uc+7HXqLy92SnE7a/MYpygILi1XjShSg16jtlWt7iDHeMxkyA3DdNxA6JYCTQEKzpHAD6O/+NP/DABIRHDgt3/x40QkIxlKElYmkS3phoUM/gkCcMY1XdN03bZsy7aEEIwxABYG4e5OJfC9Rx99wjANFakwVJ1O59r1K8vLi6XSUCqVMEwznytyjlwDxmAf4wwRGWNESCSBUCkl9ymppIpkFIWhlJJIEQEpFckIgQEA5wyQNVtNXdfEPi4QQCqpFAGCUgoOsAOcC4YMgAmmcU0Egd9rbqSL46SwXq8vrSx7rkMAXNP10yfVffcNSMkw1BW1/NCPJCOQxKRSpBTj2vzr36lPHdkoTJFUYeQDIGOawZgvAwCCrRVhp6g4Vhm0vTBUSpKiIUs7nknV3LDhhUyYDJQkyZEDqPlMbNdRFT9ot2uHV68dPXz0WS3LSP7r0/M/XN15sdohxggICEgpUIqkTAF94cOPbjZq/+dbdz3ih3P50BscLmQZUczQa71ed9AjxjYG3jd++oOy37i02ctrFPYHruN1Op3Nze1avRJEnqYJ0zQ0zeCMRZID6ozpRIT7AJAxRCKC//bHfwgASERw4Nc/8zFEQAakSCkAbhqJXDyV5VwQECICAGMMATRNNy3Ttm1N0zjnADgYDG7dvBWzE0+cfa9txta3NpcW7yoVpDJpw9CF4IxpggvOGeOwDxGBEygiRVKpKJKkFJFSpJQiUkRAREoRAQEiAAEgAgBDZIK7btDttoUmDF3HA7RPkdAEYwwOMMaUUkIIzjQi4IwjsjAMuvW1WHYIUUfAWq26ur7q+75SUtONRr64e9+DPS4sgkEYkSIECJXSGDOFEFy7/8J369MLS7lxVKSiABA40zTGIhkSkrdyz7BTfGSi5nSDKFQHhgztSCZZd4KWr4jxmOCCiV4YuKE7Ejf7Ee9I1fId5jqHl68sHDv2lpn/mcOTr23svd7oEiIBkFJARIooipKgPv/Bh7cb9T98Z9FVeKZc7A765URcRx4pCKMQlN8Lw4YX/D9nj+j97vZOy3cdx+2vb23U601kXNN19i5umjYXFoCIFEmpGCIXHAGRAQICkJTqT//rHwEAEhEc+O1f/KSmcUSOCFKpKJJRJCPQY+l8LJHinBMpKRXnHAAYZxoXdixmmAbnHAB8z7965Vo2k5uamolkqOsaMhJCaLrOgPlB6HoukAIgRFRKEZGSUilF+4CAABEBEQEBCACQMURgjBOpMAw93+93e91eDzmL2QlNCMaZbZu6riOiUioIAkRkjAkhOBcAwJAhAiIDBCTkQgRe2KmtxjNF1EzOOBHV6/W79+6GYcAZ04TWicWaC6eCwlBdQigjJRUQcCSdcyA8e/G5+qHjdzOjSAQyBECGAoGUCglxsHjbSGa04YmW0wuVlEqSUiVDm0nGm27Y9CUBswXXOCNivdBJ67zqhZ4ijyRDht5gfvnq6ZOnS/NHX96qXmr1JQISAL1LSomRTDP60/c9uN2q/aeLyz1i06lUELg5KwYECUM3OEOvJxvVbOCcnRgzMVhcXq3Wq76MNGEgY0pJIOTMtKyEJkzFWBSFUioA4u9iDFASKaUQkRT96Z/8EQAgEcGB3/nVn1G0D5RUStE+pWQoozCSmpVM5YfsWJyIQNE+pRQyBAChaZZlJZPJmG2HobRMQ2iaUgoRNE0zDIPvY5xxXqvV11ZXAIEzDgi4DxD+Ce4DLgRDBooiGTmeO+gP2q1mq9XudLu9Xs/13GhfGJVHRo4vnLJtQ9c127aEEEopAFBSAiAXXAgN9xHuk0ohIJECRAQIQxl2dmK5UW6YgjOOIpJyr7J3+84tZ9BDhsl4IiJy7FhrdLIxPNYz7UgRSImMkZTvv/x8Y+bE7cwIEoGMcB8TAKBkiAwGd2+Zyaw+Ot4e9EMppSJJMq+JyaTd8WXXl4Tc5EIARQp86Y/E9ZpLAyX7oe+DIhS8U/vAzp2Fj//MuXrnfL0NiASABEpKpRQomUH4L2dPb7Wb/+/lJYfYVDKlM/j/24PTN8vP8j7w3/t+nt9ylqpzqk6d2rpr6+pdLam1C8QiGVAgYgsYPBPHhgmeOJ4rnuTKZHxNXsxcuebFzDUGbDYDloNtApiY2AbHQEBICIyWlrpbavVe1UtV175Xnf2c3+957nuqyiEzb/wf8PkEzNanhWYts7meb1ST7U2o6+rKgEVB1lpmFmGCJQqMiQmkKiKO2TAbBYNhiJVZVYjIACJOVT//ud8FQKqKfb/1ax82bGSPd8612516s1lrNmv1Vq3RcGruuuueI0ePBtbKvjRNiai3VDpwYLi7u1u8dNLEex/awFobBIExhogAEFEUhivr61PXr1tjmNkYQ0TGGGIW751z7Xa7Uq1WqpWtza3t7e1ms9FstUQE+4wx2Ceik4cO33v6/lwujuOQmYlIRUSViYiZiJxztIehxMTWWGMtE0Q1SVyysxAXhjiMA2NE/S6CbTQbq2sr8/Mz1VrVBkEUhIG17SCs9A+tj07sFHoTNkb8e954bnX87te7+60SqxABYCZWeIU2rl2KCqXo4Fit2UzFeVEvvhTYg/m40vHVRIhNxlhWeNGmaw5no+1ElIxCK2nS9EJJ+4mZs4ef/OAza7WpelNUARAAVfUSABmX/tuHTixs73zl+oIYe7KQjytbtLwUbW9GrabxntmL+jAKojiK4jCwVpVdqoajOMqpQlQI3lprmANrol1xxjIbY+IojMIgDGwcB3EUBIF96sMfAUCqin0fevfbK7V6rd6sNVuNeqveaqfOOS+7giD04hh8eHLywQcf7OvrE5VisWdsfCyO4zRJUueYOAyCMAqZWFWZGbsUZGjXzvLcjdk7HGSNMaLinW+1WtVqdXNrc1elWm01m6lz3nvax8xEBEBVRQT7jDF9feX7Tt8/PDwUZ6MojPTviIp4AETsvBMRIgJgjGViJsNMfo+kSaqNtVzvcJDpdmmaJAkxDBsFBUEo4pdXFmfv3F7fXFfVXCYb2cCRqRZ7tkbH0d31+OKV2fLEmVy/D6OImQADAgjwIGxfej3bU84cHK+2m847L+K97w3scDbe6fi6E0M2MkwgAVqu1RuaWiqWw0xoQWgkab1Rf2D6ZXnoiVcb6VaSEEj3EUCi5H3k0t++/9h2ZedHU7O59bXCxhpXqoH4wBITokyYzWVymUwQBlEY5nLZXJyPTCzqoyjMZTKBNWEYRFEQhVEUBswg5iiKrDWqykRMvAsEZmLiE4+8FQCpKvYVi4U0daoqqoT/SlWDICCiJEl0F9Cdz5++9953Pvnk0NAwVIlgbRBHkTEGgKoCYDbEBFURX91cm7nyGre25hp2q5E0Go1qtdJsttrtdidJQCAiZiYiBQgQEQAiSgRjTBiGhUKhWCz2lwd6e3sKhUI+n7c2iDNZIrRaDVUVESgABZGqAjDG6D4ABAqCgIhU4Z3fXrrZ3TcSZQqdTpuIg8Cqggi7iEBEorq5uTEzd2t1bTVJkjiK81EsCm/NgxPlzb7RKY5WyTajWJ2zommUcXGsxm5evtBV6s8Mj9TbLeed815ECtYMZKJqx7e8txwEvAtOqOVahcA2HIyx+cAGTC3navXKyPnnht75gZfqyWo78SLQPVAhUePS7qT1rgybhdn68lpfV74rFw+UevPZTCaKs9k4DIPA2CAMgjgKo9haC1VxPkk7QRBaa5mZCAB5L2x4FwDaxbQLICLwvkazNX3rzq//5m8BIFXFvmw2C4CI8HOqYKYoCr2IilhjAmPYcH9/+V/89r/KZLLMDNUwDOnnALAxRHCdVm1j5c70G1uLc6VC3gTRt55/fXW7ZoxhZsMM2scEIlUVEVUFKIqifD5bKpVLpb5iobu7qyuTzcZRJgqjXD6fzeYzcRyGsbWBqJ+5c8N7B4CZAXjvRVREmElVRYT2xVFkjAVRq9mZunS2f2iip7dsrSUi7FMFMbx3IgIQEynJxubawsL82vp6kqaGTRSGj58+PLfdXPGcG5voxNlKu+Uy2Y5yzbl6GG3cmcllctGBsSazVzjvIZq3XIqDWiqp19AYy8ygVLSRtHOBbQusCSJiNkhFW/Xt4def63v7UxdafrmdEMh7T+Jzkg41dka2V0vVnfHe3rEDgwPlUrErq0p7QAB5ERDZIDBBaKx1qRMRYwygzETEClEBQNijbAztAogIRMzExhCh3W7dnl28fHN+s9J4+g8/B4BUFfuy2SzvM8YE1gZByMzOpdlshggA6R7Zlc1mP/LhX544NBlFcRhFhllE0l3tZrO6ndY2tlcXA1ZSx+qgLKJe9evPnt+pt9kwiAik+5jZBrYrny8Wi729pZ6e3u7urlwul4kzQRDkcrlMnM9kMkEQWmuZGSAiEDGzCQK7sDxTq9WICICqiggReW1AIiIWEVW1xoLIWqOKN65cn7s51VXoefC+B7u6up1zAIwxRAxVUS8iziVePBmCqkKd84uLCwuLC81W632P3Te/Xr05t2wDw93FeGTMlstNaIdsm7hWbyZgH0eVdrtNjGxebJC1XAxtPfVeKGI2TAxyovWkExtqezLGRsYAENVOfadw/tnBJ957PdHlZqdAMpg0BreXy9trvYIDA+WDQ0PlUk9grSgUEFV4ISYbhiYIjTHivQJxHLdbLYWGQchM2EUGUGIi0B5mIlKVpNMxbI0lYk6T9M780qXp2bWtqnMikD/9kz8EQKqKfeVyuVQqdeXzYRBaawEsLS1FcZiJIsOGrYWIE5cmaZp0SPXwwcGjY0M2yGQK/fWNRd/cTpM2vDs8mKu1XL5vMMp1SdpqJ9puNLwkT/+Xc81OwmyCIIjCKJfNDh840NvbUygUc9ld+Vwum8vlstlcHMc2CIxhJoYywESqCiJiZlXx4jNRvt6qPvvyX58YO037mNkYI9rebl4oxg+IkIgHICLOuTR1qrKyvGyZwyhTKPQA5FxqrYUSGxbxAIIgZIb3TlQMmziOiNgYbjUb6+vr46X42szC1J2VTBSVe3uiKGx5T/39wcBwxwZNooTDeprsNFsNLw0vHTKZ7nyxu7ueqFeJ2RgGg0RRSzoBoSUgY0MwgQUi7bo/++yBx55Mkk7v9urQ9nKf86VCYWR4sKfYHYahigIMgnPeC5gpm81FcWyN9eKg6r0DkTXGezGWCeS9V4VCoZo4r6Ki4kXT1Dkv7Xan2Wy1kk7qpFprrG9Xk9R777wX7/3Xv/EVAKSq2PfEE78UR6E1NrABVGfn51yalHt7DZNh20mTdrPZaLXaya40TZMHxkqHBkun3vbUgaP3tio7cxdeuHX1VXjpygYpOC70DA0NhkG8vLKWDe1ypfqfX75eKBRLPT29Pb1ml7UTk4e6urozmWw+nwvDOAgsiACQqgCkDFIiYmKFqBITW2s3dlarjdqx8buuz15a3Z4/dvCedqsOslBlw5X62ms3vvPgsadC0+dS58WnSeL8Hma2xqiqMUZEiZgJRGSNtdbsCsMgDqIgDDJxzGxcmsRxFNjAWssgkM7feH276a/NzM8vLor3URgM9PbEUbRdb6bZvB0atL3lpmpVtOml1kkaXjyZyJq6sT6TjcOMBRF0VzXpWOZUwDBETERGpdDaKk29OtHbV0iTrjAYGxkpl/uMIXEuSRInJCriwWziTCYIQwaJiPcegHfeudR777wkaeIFaZp2UtfuJEkncQLvXCoqogRSBsBMpCCBdpJO0uk4770TIqSp817Ep9/45p8CIFXFvt/9fz41Pz+/sbrSqldbrcbc4lIQhFCfpC5NXeK8iChhj6iIf/9jDzz2rqcOHD4RBAERp0l65YVn7rzxgmPeqLYOHhgcG+oTRaXWzoT2+vLmZjso9/f39BR7e/uyuVw2l+vq6iLDBNoHAhFTs92oVLeHygcBEFGr06i11suFUYCsMfMb19PUzi3PPf7Au77/4l+ZQPI5ijMoB/cBBNLLd86v1s48duKDvl0o5LpBgMLaIAwDJg6MsdawNZY5imJrDDMToABBQcpkVISNIZBCdnnxnXaaOtdOOtsL03FXKaFwdWNtfm5+cWmp1W5HUdTT1V3q6QajJUq9pe4DB6N8rgGzUG+t1eoC2kp9y3uEkc11mTD2RI1Oh4mUyBBnO62h1vZwdaOvVc2Sjo8dGhgcSDtt532700mStJO4zh4HY6I4JmNc6huNZtLpOKcqKopd3nuFeieJ99YaaywbA4KqBsZaa4y1URBEoY0yYWiDre1qpdn2XkTFO5+mSafTds6LeN3l5Rv/8asASFWx7xtf/zOAq9XKtSuXzp49t7C02Ek6ABGBaRcDICbd5eXQxKFP/NNPjE0cMoaJCIDblbhLP/vB/MzV9a3t0aGB/lKJgsibKFvs6XC2q6cvl8mawDKBwAAIIGbQniRtKZD4RrVWUQ3HhyZASKVx5vpf9eRG7hp5nEiNsa/d+uFOY6Na1fuPPvr82ecF27fWXv3wW37jaP/D2Wzm6sy1lfqMyV7eWGHXGPyND/wGMTMxCCBiZiKGqohgDxljeJ+ounRPkqTOudSnndQ5lzrnAWLahTRNaiszByaOZLv6wsAS0db21uVr127dvr1dqQSBKebzxe68YWolrjjQN3b0SFQsLnTSme367Ha9lrq2khNKmSWTaRsbpO3MxmphdXGgWesLg3w2H2Vigg9Cu7610+m4dtJOnHOpZ2OzuVw+32WM8SreuTR1UITWMtsoDA3BErNha0wUhjawQWDiMMjn85lsJgxsFEVhGBpjooCJaHNrZ+r2wtLqVsc58eJFnHOAioiqpGnqvWfir33jjwGQqmLff/jq10DExERUr9enb9x4/bXX78zNtFpNEdF9RMTMd5049bFf//jg0KAxTPu89845EM/fuLY8c81m88W+gUy+O4qzZCwzgUgVBBAAUiZWEIF4lyEC11tbZ6aezeTdodKbz165eM/k3RMjk+du/eVLU3/znrv/5YnRB+vNivf+1ZlvNWS9vT4cZjsbGxQE29dvX/7N9/3buyfv3mnsPP/az7KFSjtd+MFPbn7kl37lHzz8bgWgCkBBRAyFqBKQpKl4cd55Ve99kjovXkVT50g1iqNMFIf7AmOsNUTsvbt49ifDo5P5Qr+1FgAzE9HOTuX6zemrU9e3tjad96G15d6eOI6r1aoEQffoSM/QcNCVr7GZ22ntNDuJd821lc7CHVpbKwh6C8VcLpeknVq9mqSpQPP52Dn1XsIw7O7qLvX2dnV1hTZgJmttGARQhWo+l89kQ8uGVQAKLAXWhkFgrDHMqgIvHJggCpnI2oAIaeI21tevTN2+Nb+WeGVmEFRJAS/CBCKokvde1TOZr37tjwCQqmLfn/7xV4kI/z/e+/WNrampqStXLjWb9e6urkKhcOz4iTc/+pZiscgGzCwibh8RtdudpcUlNrBBYJiJyFrLhq0xzAZEUBCBmQDaxcaAyEuysHXRS+PW7GaQ8RMHxtu1LnEyPDD4/Ve/dG3ptbee+OgH3vI/bGytblY2lrbP7TR31tZ3gjBnuOfowcFv/ujpX3vPPx/unlxYX0oliTLV//KzZ6vN9P/4p//nSP+oc6n3kqZpJ02TdtrutDtJxzsRBRvEcSafy2WzuTgMrbVMRMzinKhAASIR8d6rQqEuTa9deHHs0PEgW2w2G0maelUovIgXaSedxcXFWzO3trd3mJmghXxXFEXtTocMHxwfOXbqZFvT6enZ21evoZUUurqLhQJEmu1mkjprjWG2xoAoG4e5fK6vr3+gPBBFURgYYoJoGEZBGADq0sTssSLOOyERQFU8EXiXqgLgPcaSMYbIQlGp7Fy5dvPG3HKtlUAFIOxjY4iN4T20h1W8qhLx01/5AgBSVez7ytN/QkzMBKiIAlBVEXjvOkm7Wq9XtraGBgaPHb8rjAJjDDOJiHNO9qlCxewKg8AYq5BGo7G5tRKGoahXkSjK0C5mJjbGeE2anRpIz9z+dlcmeujQh27Ozpy/+eLbH3z7WN+pVy69ks92bbUuPfPGN99y9/s/+OBvX79z6czlF9qt1a6ezPL6WrNmD40fO3rw4Def+crvfOz/atSSzcpmHPm/ff0nF6avHB0f/JUnP5rX0dT5NEmN4SCMo8CCpCvXzUyV2kqxa8CYkIistarqvHf7vJfUpcmuNE3SxKVOQV59q9lubcyWhsYSjpx3rVZLvCfiXSAybIIgAFCp7CwtLq6tr3ovqoijqLfQHQZBJ0180gyj/Pj4aF+xO2k1G416EIbE7L0470U1E2fiTKbUVy4Wi1EYErFPnXOpiDAzEXnvmImZnRNRJYIhhngQCKoiBDGqZCwMWxuGYQCgVmvcuD13a2651uwo1HuvqiLivVdVItggDIPQGBZREQUUUFX68h99DgCpKvZ98fNPMxMxGWYiUkBEnHMirru7FAaRaNpTLAZBAFJmUlXv1bkkTVNmLhZKYRgRKQDnvAhcKovLMyC5evPCxMiRYlcvCMwGpFv1lemlVxd2poMIlfoqxA/2ldrV7mYrOjx06vH7nlxcX7h0++JG7crrs8+/7Z4PffQtv/3y5Z/cWry1snWOu2vVla6+3onJAydzgfzxX3/pV9798UKm3xhm+K//6GtB7MsHaw+feNsTY58QIQalvjM7d7HSlnLP0HDpwPLmrYszz981+kRki0mSEDFZkzqXpqkX770kaaqqIl5VnffGmCAIkk4n3VosHxhLKALUGkNKgDJREAbZOBOGYRAEUWC9163tzatT12fv3HHei9fAmr6eQqmQPXbkcK1WT9NEFIZt6lOIdpwLgnBoeLhcHojj2It451WFQKJCIGMYUO9cmjoiAsi5lIh3AWoIBGImaw3Ew6cmCNjuChuN1uzc0u255UqjrVAvgn3eq98HiLXW7CMiEQFIf+5LT38OAKkq9v3B556mfdijzCwiSdIZGjrQ19ffbreMIWstsQIquzyarUaz2QjDqFweCEObJGmaduI4m3RcmjjmYHlt9sadq+cun/3H7/tYNpMxbOqdnddmfji19Foh1w0xfcXB7kzP+ekfh1yo15P1jbXJsdOHD9z/tvve/uOzP1zamp5eeuHRU0/94yf+5//03DdtGM7Mv5DmltqbQz25A/cevr/RXv7Ln/zZP3nqt/JBb6VR2aosXluY3m7cyfVv/soj//poz1sT51KXvH79pak71w6N3D05dKSTNq8t/EDEjpceI1jnnXhhYwAlBYgIICCwxhATcRiGQRDEccSG70y9NjF5PNPVB1U2xlreZYwlQEQDa41ll6aiaqxxqWxubVybnr5x61ar1XHO9Ra7Jg8ONlvtfC5vA9PuJNbYru7iyOh4sacQhpFziao657z3KkLEqsq0S73zqhARZhZVqIgKEYwxTGyIrOEwDJkg3rOxrVbr9szcjdmFZtMJQEQCFVXFLnLOqypBDRMTK1TwdwggQAAC6EtPfxYAqSr2ffHz/15VmVlVAfH7bBAcPXJMxBvDbEBgUYWqiLZajXqjBqW+cn82k1XRsxf/ttFuv/2hJ513RLy1tfP6lZeuzVx96N6Hjx86QaQrO7effePPFxaXh0cKYRAcLb+1kza9869eeOUfPfGJ+e3zPz3//ZGeh+879Wg2zr0xfX6oPPzqzW/FduBffPjffeN7Xx8YyL109vu5QrHVSSiNjx86vV2/eXX+ykNH3jExfLw7Lq1V5tNg9aU3nq83mx9/x/92aOCuWnP57LUzcxsrj9/zruGeEYUubFxb2Pzx0b4nMpkxAogIosxszR5mYiJjbRSGG1vLUZQpFcvEbI1dWVu9efmVyWMny0NjBFIFA6ogQ0QsIky7oFCoErExVuAhUq3Vb9y6fXV6ulqtHhoZCphF0dPTMzQ01D8wnM93E0HUiSiR7vLeO+dIFAzoHgAqCkBUeRcRoAAplIisNQRE1hKDiZJOuri8duv2/Eal5gWGjaqIKDEB5FW8E1JlJiIoCESiCgIBCjAbIjjnVfHFP/wMAFJV7Pvc738ZgKqKiKoXkTRND+wjIgBEpKreexFptprV6g4R9xRLmUzMbLx3333+P3Xne5945EkFe++nb15//tUfHps8+qb7H6u3t96Yfeba4iupE9Ygm8s7bW6vtw4P3H9o5OAPXvjP/+Tdv7NSvbK8Oe/rxfHRibPXzm1U1jNBrpXOt4Ltx45+6NbcQqFv59VXXi92jSWox1F3f+/A7OK5VN1jp9810X+6kOm5euf82Zvfq+402pXw33z8fy/kCj8+/50oU3zkyONDvcPX5q7cWri901zr65VHD7+3t2uQ2exiYpASMY+LuaUAAA7WSURBVHapggjQKzfPx2F2eGDckt2pVm/emX3lzJm0URkcHrj7nvtPn7o3Tb2qKO1REWNMmqYAbGAJxFAlAkOcU1UTBO12MnNnbnVlsbe7+8DBkZ5SXxgEAKkqAIWDYBcxGOTFp2ninBcvxEyAAgRlNgCYmZiZ9ijUGLJsLJsk7Swurty8vbCxUwNgjAXAxjJRmqZelQCFAiAAtE+ViMEEEImk6kWViIlIVT/3B58GQKqKfb/3yS+IiN+nKs6lpVLp2LFjYRiKCADZ55xrNOubWxsE01cqb+0sDpTHieBFfvTSt+8+/sChA8edc2vrqz899+zq9sqHnvxwNmtfnf327YWpNHVp6ttVyoU9dbPUEw9U6tXAmNpW8r9+/Hcvzf2QJL46NXf65KMvXnxuZW0Z3sTZThVLXcFkqbtvZeu17bW01DeSaqvcMzI2XHzhwo8M8k+++UPdcYlYXrt85sL0GdfmiYOTv/qB95+7enO9Pvu+N//D8Z4Hzlx55Xuv/jCXiw4NZbqz3Q8cenywNBYFXaoQ8eLdndUpFYmjYhx2La/fuXLz4uTIqdBkvHf1RmNjc+vWzemujO0r9T7x+DsKXUXvsUsgKqrqoaTiwUzE4rxCjaEwCoiNqqgCil2qKt4558Mow4YBqChIAd3FtAtp6sR7UQXgnTOBZTa6C2pBxlpiBsC0R1WMMd65leWVG7fnl9e2nBNjmJgCG9Aew8xpmiTOkSozg0BExlgiYkCJYdgQq/epOFEQkaowm89+4ZMASFWx7/c++QXnnPdeVbx3g4ODR44cYWbdJeq8V/Vp6trtdr1RvTZ98fDEqTDTOHPp2ydH39eVLTGbly8+O9Q/fnT0ZLvTunTj3JlLL99z4q6JicGLsy9tJavNVmtruhmg7wNPfuTUsXvOzX/73PnXfKVXbdOz/+e//L9879zn75t4/4XLF8FmpTK3uLjQbqbdhVByKwN9x44OPvLG1M9Wl5ZT4b6BwXxcTJP1jcZsb8/Qex79NRK7vr3Aqf+L5/7MJfrA/aeLheGd2oZPqu948B+cm7qxtrUVU+S0ul6ZItK7jp56/J73bK6T89U442PbfWvjlU7aunv0qWqt7tP2SP+hrcq6eo3CTBCEUZTf3tyyjP5yuVgsqDIRKaDw3qlLE1UVESIwG2Yj4sULSIMwsNZAQcy6S1RUVCR1jkBBYMkYEBjEzOI9AOeciBCRAkQk3hPvoj2gXVEmZhAxMbGqrK6uT03fWl7bBKyIF1UAhgyRKgAlZqMqIgoSKECkIDJsFCAFCFBiA1EFFApmEKnqZ7/wSQCkqtj3e5/8gog451RldHR0bGwM0DRNl9dmb9y+ncvkJ0YnVbVaqV68+EYqnVLvoOfFH1/6+qGDDz00+f7I5M5eedGGwXve9lStufPN736t4bYOjhfWd5a2VprjJwYcSY+Mv+v+j/QUe5nQdq0//+uv/PTFF0+fPr5SWT51+KGaTj318D/77o+/N7d8R1QVtLm2lM8Vi8OtrsLwQyfeeXH6jdWlm15hgzjtoNQTz61fGR6YfPejHz1z6eW7xu7qzWc++7VPE5u3vPVtab1Wq3XW6s1CV+Hh4286Pnryh69889WrLxjju8P+j33gY1U3vbjUOTI4NlY+eXtx43svf2dyPB4ZOHBtai5CiVX6+w4eHjkxMjQeWGvYKIjAXryqQKFQL55AAHtJocpsVEUBqOwCkSobZjbKxKJKABED+ndExDkHIAxDAEQkIgC89yAyvMcYo6oAdBcAVTYmiqI4igBsbW/fnL2ztLjWbHUIRvcBysSAkgJEAIsKEUSViKD4O8wGe3QPVJlZCQowICoEJXzuDz4FgFQV+37/U3/gvReRQ4cODQ0NqoqqtjuNl8796CcvvLBdrT5wz6NvefBtZ8+9EgRGrT86flcmR3/53B/5cOve4w/louEXXrzQ0x/3ljNLszsb1fUgk/SVe6qb1cqaLw+UcwM8Xh7/pXt+VQUgENPUjUv/9xf+HcfJqZMnD5SOX5s//1sf/Z1nXv7B1My0CiXtTmVnK47jbE/HRbXh8vHe7OTlqy849YHpktT0lN1mffnx+z5gtPvq7KX3PvKeq4s//e73XygU8vffczLxvLq92F8qZmngY+/9Z+dmf/St579WWe14r3dPnvjoe5/62Rs/enj8wwPFsedfeenW8kq9URsuZoMQvcXeXM60OtX7jr6t3akNlybCKIaIgqDkxRFBRFWhKqrKZEAqKgSownsn4lUVe5iZjDWEPaJqjAFAgDGGiPw+5xwAIjLGgAiAikAVRMxsjGFm3QWoqrUBEaq12tLK2sLKWqedGDJMxjsRLwowgem/YeecVyUARACICICqAhARIgKByIAUAIFURVQFKqqf/+KnAZCqYt9nPv1FVZmcPFwu9znnAPXeO+ehOnXz4re+/x/rjcbx8buOjB+9tngul+t+/OFf2qjPbFbvXLj942ZLDg88mja6lhqXUmnXV8NcyU+MDqQdrtfaOVMK4mihcuXo5Mibj/5yX/4gGVpemdva3Prz7/6HuY3pUrH/oVNv+dkbz9119O5avePhUufZ6erGSqfTKZYy2f4Km0I5c2pm/qLRXLvdZMqVD8r6ztKbjr9/s7pT4HxPLvrhxe+sz6eHJkqZXNZQnpL05N1DzY2ekfHhv3n9q7WNtF0z/aXBe05PxLnN62eTN939zvWd1aXNna4uBup9mYMP3v0mG+rUnQvl4jAgV29dGCyOZuNMT1dpqG/SGKsKAkSFYBSiqt578d6LAyCqImJ4j6oCYGMCExjLuofATFAmePFQ7CIi2aeqAOw+EUnT1IsYY8IoZJAChhmgnWr15u3ZO4tLqsjGGWsCw5aJGSQK572KMBEzExF+TlSd30NE2EdEuo+YAFICqSqBBKIqUKh+5oufAkCqin1/+MU/OXhgpLdUEvGqXkScS3UPGo363zzzrcu3Lg+URj74rvc/89J3KvX1ex84sLQ1bbS/P3/k9VvPdUej2XAgl406SWN2+U6hJ5y7VcnmaGzo8Iee/O9T33px6q88y0T5xKHeh6emr84tXbvnxCMvvfbMMy/8KMxKviseGZqcWZo1NjM5cqxWby+vXYfo9mqnbyTOdWtCiW91i082l1rZnO3qLveN1rY228fH3tLa7Dwy+cArt168cON8q6GnTp84MnKqsdK8fPnS8XtGFtfn15vLPpXaDp08dXpi5LCxkLRyc2o+SZNj40cnR0dXqzPbO/WJA3cP95dmFy+zSbebq80d9+jJdw+XJlrt+urmzHDf4Xy2h5l1FyBeVFVEFKoiAIhIRJnZ2pCZFCreEzEbC1VjSFRECYBhEu9VQQwmwj5RVRFR9c6JSBiGQRCAKQgCa6yq7lQqM3MLt+fmGs02Ewc2yMeZwIZEbMgApAAB+nNEZAwDpAATee9FVVShKqoiAoCIdB8AISUlqALQXaK//+VPASBVxb7f/fSnH7r3scAEos6LV1VAvffNRmNtbfXG7NXXp89XKpX/8Vd/86fnv3nmzJVib3FsrPzWB9/Tws5LV763udLpCQ/Vm/VW0siWW9TsrlfqhQPU3zvy6+/6N4ZMrbX17Vc+P9gzNn8xOff6+Q9/4CPjE6W1+vUf/+0Li+uzxXLmxOhDF65caLTSA8OTm5sbO9vLzJy1OWQRGu7qb2ytZsJANzbqhWI4VB5Hbnl1uV2MJ0OX7x/sXli7MTszn6bmwUfedGBgZHV9eWtnx1g3MzNtjDSq0jdcLpb6Y46OjZ08dGD8wtTLy2vLY+VR4s5OtdoVxaX8yFrjjoYbHBntUHc4eqA4fu+RR0MbileFKNTaQLxP09R7D4DIAOKcD8OQmABiE6gqFKoCUZAACpAqRBzARCBma1hVAdDPiSozQ9XLHgDWmEw2Y61tNlvzi8s3Z+/Umk3vPQRhEIQcqiKTyVg2AFTJewcoMxExAFUwsypAEC8gEBtVz2AyLKL/jfdeVbFP/j/uM1/+fQCkqth31zvHHj35+Ace/+8K3SUvXlVEtdms3blzs5FUOGj95OUXlte2H3nz2NLW5dpG1NjJtjuV4eNh0kp6unh7paiw1UYtlRbHle6wZE0Q9LSGy4c//Oj/JE4F+uL1v7o+f2bhfHjy+OmTJ4797aW/eNODb749+8a5y6/lu4qTQ3ddmTtXq7SaDSbHUUxPPPDOQwMnvva9P5Z8K58XtrKzCpNRddkjE4frNF2tdvpyx9JGMFjI3py7vrJeSRUPPviId61Gx9WblfX5JWJNO1CgNNCjHu16q7u3MDo6OVgutVz66OQ9r7z27Mr61uho/9ZOpUMVUoSUsTYa7T98sHz47kMPEaCq1tpOp8PM3vskTVWE9rBCCWxNQAyoCsgQORHnHDMRVJWstSJOxCsosAEzg1RVCMT7iEhVjTHMLCJEJCJBELQ7yfLa2p2FxZ1aXUSIyLCxxIYtKxm2AAFKRCICQBVKRIA1hvZAxKtCVQFVZWbaBdrDTKpQVagqoPu8c857L9759DNf+gwAUlXsO/xYCSoDhfGPffBfTo4fB3R9Y3V9fSXO8uLWG5r56fxSfOFsUhrodNrpiZP9vnnEdeTMxec07WTj0ujI8dX1BQeX7aZGrdao0omjJ4vj9ZNDj4z3PORcqqovXf32YnL57Qc/MdQ/8r3n/uJnF549OjYx0D/QMLeuXptzncDbjjqq72icwXBpfEAn11c3Fjq3qK/u2hgY5OqO5rrt2gK6y1Gmq23DIN3uz0VdNjJzs9OdpJMq7jp+3DWTjZ3Nra2KMUgS7OouZH3aKZdHstlCLs+jw6OtxlpfT2/Sqd68MzcyNO6DJQq9ilmYqWdykYmit554x+mJtxIYgKp6L3tUXJo651TVWguAmdM0BSgMImL2XgjqnFN4YywRvCgTRDWwAcEQqzEBAO9TEU9EAIwx1loAbAwxEyFpd1ZW12/PL2xWdkTVGsPGOOctW1YiZQJZtsYYZjKGAahil/MC1SCw+K9URIgIIO/FeU+7QKoiUCICYNhAFUSq6mWXF3HOu89++bMASFXxC7/w9yNVxS/8wt+PVBW/8At/v/8XUxO51trC84sAAAAASUVORK5CYII="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
"confidence": 0.998559296131134
},
{
"class_name": "logo",
"confidence": 0.00035080063389614224
},
{
"class_name": "full_page_image",
"confidence": 0.0002622981555759907
},
{
"class_name": "engineering_drawing",
"confidence": 0.00017193799430970103
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.00016675198276061565
},
{
"class_name": "icon",
"confidence": 9.131401020567864e-05
},
{
"class_name": "page_thumbnail",
"confidence": 8.844829426379874e-05
},
{
"class_name": "geographical_map",
"confidence": 6.287475844146684e-05
},
{
"class_name": "bar_chart",
"confidence": 4.246220123604871e-05
},
{
"class_name": "bar_code",
"confidence": 4.0227027056971565e-05
},
{
"class_name": "qr_code",
"confidence": 3.965956420870498e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 3.01567924907431e-05
},
{
"class_name": "other",
"confidence": 2.5106610337388702e-05
},
{
"class_name": "table",
"confidence": 2.2143811293062754e-05
},
{
"class_name": "stamp",
"confidence": 1.1188200915057678e-05
},
{
"class_name": "pie_chart",
"confidence": 1.1185225048393477e-05
},
{
"class_name": "flow_chart",
"confidence": 6.783929165976588e-06
},
{
"class_name": "music",
"confidence": 5.684815732820425e-06
},
{
"class_name": "calendar",
"confidence": 4.093967163498746e-06
},
{
"class_name": "line_chart",
"confidence": 3.7607821923302254e-06
},
{
"class_name": "chemistry_structure",
"confidence": 1.2305431482673157e-06
},
{
"class_name": "topographical_map",
"confidence": 9.536344691696286e-07
},
{
"class_name": "signature",
"confidence": 9.464009735893342e-07
},
{
"class_name": "scatter_plot",
"confidence": 5.720821718568914e-07
},
{
"class_name": "crossword_puzzle",
"confidence": 1.2864676079971105e-07
},
{
"class_name": "box_plot",
"confidence": 6.44044959585699e-08
}
]
}
]
},
{
"self_ref": "#/pictures/19",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::A luxurious, modern restaurant interior with a long, curved booth seating area on the left. Several dining tables are set with white tablecloths, wine glasses, and tableware. In the background, there's a bar area with high chairs and large windows offering a view of a city or landscape. The decor features warm lighting, wooden paneling, and contemporary furniture.\n: photo::>"
},
"classification": {
"predictions": [
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
"confidence": 0.9971592426300049
},
{
"class_name": "full_page_image",
"confidence": 0.0013562701642513275
},
{
"class_name": "other",
"confidence": 0.0004748823994304985
},
{
"class_name": "icon",
"confidence": 0.00022279322729445994
},
{
"class_name": "logo",
"confidence": 0.0001798127923393622
},
{
"class_name": "music",
"confidence": 0.00012142168270656839
},
{
"class_name": "table",
"confidence": 0.00010878078319365159
},
{
"class_name": "engineering_drawing",
"confidence": 9.49760724324733e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 8.71436350280419e-05
},
{
"class_name": "page_thumbnail",
"confidence": 5.030291140428744e-05
},
{
"class_name": "bar_code",
"confidence": 3.49990077666007e-05
},
{
"class_name": "qr_code",
"confidence": 2.5525652745272964e-05
},
{
"class_name": "stamp",
"confidence": 1.751966556184925e-05
},
{
"class_name": "signature",
"confidence": 1.5253929632308427e-05
},
{
"class_name": "bar_chart",
"confidence": 1.2307770703046117e-05
},
{
"class_name": "geographical_map",
"confidence": 1.1598403034440707e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.103725480788853e-05
},
{
"class_name": "flow_chart",
"confidence": 5.465542017191183e-06
},
{
"class_name": "calendar",
"confidence": 2.986683966810233e-06
},
{
"class_name": "chemistry_structure",
"confidence": 2.7583009796217084e-06
},
{
"class_name": "pie_chart",
"confidence": 2.534050281610689e-06
},
{
"class_name": "line_chart",
"confidence": 1.344997599517228e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 5.775028739662957e-07
},
{
"class_name": "topographical_map",
"confidence": 3.350480710651027e-07
},
{
"class_name": "scatter_plot",
"confidence": 1.0166036190639716e-07
},
{
"class_name": "box_plot",
"confidence": 1.968480667358108e-08
}
]
}
]
},
{
"self_ref": "#/pictures/20",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/81"
},
{
"$ref": "#/texts/82"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9971857666969299,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.001911620725877583,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.00042855957872234285,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.00014728819951415062,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 5.2806211897404864e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9971857666969299
},
{
"class_name": "icon",
"confidence": 0.001911620725877583
},
{
"class_name": "stamp",
"confidence": 0.00042855957872234285
},
{
"class_name": "other",
"confidence": 0.00014728819951415062
},
{
"class_name": "page_thumbnail",
"confidence": 5.2806211897404864e-05
},
{
"class_name": "engineering_drawing",
"confidence": 4.832161357626319e-05
},
{
"class_name": "calendar",
"confidence": 3.258506330894306e-05
},
{
"class_name": "full_page_image",
"confidence": 3.007823215739336e-05
},
{
"class_name": "flow_chart",
"confidence": 2.4528846552129835e-05
},
{
"class_name": "signature",
"confidence": 2.16618300328264e-05
},
{
"class_name": "photograph",
"confidence": 1.8058515706798062e-05
},
{
"class_name": "table",
"confidence": 1.5545456335530616e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.2790099390258547e-05
},
{
"class_name": "music",
"confidence": 1.13422120193718e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.0108071364811622e-05
},
{
"class_name": "chemistry_structure",
"confidence": 9.92022341961274e-06
},
{
"class_name": "bar_chart",
"confidence": 9.170174962491728e-06
},
{
"class_name": "line_chart",
"confidence": 8.36462731967913e-06
},
{
"class_name": "geographical_map",
"confidence": 7.769064723106567e-06
},
{
"class_name": "bar_code",
"confidence": 4.117914613743778e-06
},
{
"class_name": "qr_code",
"confidence": 3.838596967398189e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.63146227755351e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.1235678130105953e-06
},
{
"class_name": "pie_chart",
"confidence": 4.451917732239963e-07
},
{
"class_name": "topographical_map",
"confidence": 4.2488758822400996e-07
},
{
"class_name": "box_plot",
"confidence": 1.3907374807331507e-07
}
]
}
]
},
{
"self_ref": "#/pictures/21",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9973581433296204,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0013418776215985417,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0007251431234180927,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.00017439163639210165,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9973581433296204
},
{
"class_name": "icon",
"confidence": 0.0013418776215985417
},
{
"class_name": "stamp",
"confidence": 0.0007251431234180927
},
{
"class_name": "other",
"confidence": 0.00017439163639210165
},
{
"class_name": "page_thumbnail",
"confidence": 5.7034441852010787e-05
},
{
"class_name": "engineering_drawing",
"confidence": 5.133395825396292e-05
},
{
"class_name": "calendar",
"confidence": 4.3477706640260294e-05
},
{
"class_name": "signature",
"confidence": 3.984924478572793e-05
},
{
"class_name": "full_page_image",
"confidence": 3.803304207394831e-05
},
{
"class_name": "flow_chart",
"confidence": 3.0264805900515057e-05
},
{
"class_name": "table",
"confidence": 2.136272087227553e-05
},
{
"class_name": "photograph",
"confidence": 1.7445923731429502e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.4908576304151211e-05
},
{
"class_name": "music",
"confidence": 1.4900276255502831e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.2649077689275146e-05
},
{
"class_name": "geographical_map",
"confidence": 1.1979789633187465e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.1918923519260716e-05
},
{
"class_name": "line_chart",
"confidence": 9.38510856940411e-06
},
{
"class_name": "bar_chart",
"confidence": 7.691936843912117e-06
},
{
"class_name": "qr_code",
"confidence": 6.971627499297028e-06
},
{
"class_name": "bar_code",
"confidence": 4.455756425159052e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.7898621485510375e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.5685781136198784e-06
},
{
"class_name": "pie_chart",
"confidence": 5.962287445981929e-07
},
{
"class_name": "topographical_map",
"confidence": 5.912532401453063e-07
},
{
"class_name": "box_plot",
"confidence": 2.1072578704206535e-07
}
]
}
]
},
{
"self_ref": "#/pictures/22",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\nCOLLATERAL\n<::Pie chart showing the distribution of collateral categories:\nHotel: 20%\nEating Place: 9%\nRetail: 27%\nDoctors: 6%\nOther: 38%\n: chart::>"
},
"classification": {
"predictions": [
{
"confidence": 0.9999704360961914,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9973581433296204
},
{
"class_name": "icon",
"confidence": 0.0013418776215985417
},
{
"class_name": "stamp",
"confidence": 0.0007251431234180927
},
{
"class_name": "other",
"confidence": 0.00017439163639210165
},
{
"class_name": "page_thumbnail",
"confidence": 5.7034441852010787e-05
},
{
"class_name": "engineering_drawing",
"confidence": 5.133395825396292e-05
},
{
"class_name": "calendar",
"confidence": 4.3477706640260294e-05
},
{
"class_name": "signature",
"confidence": 3.984924478572793e-05
},
{
"class_name": "full_page_image",
"confidence": 3.803304207394831e-05
},
{
"class_name": "flow_chart",
"confidence": 3.0264805900515057e-05
},
{
"class_name": "table",
"confidence": 2.136272087227553e-05
},
{
"class_name": "photograph",
"confidence": 1.7445923731429502e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.4908576304151211e-05
},
{
"class_name": "music",
"confidence": 1.4900276255502831e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.2649077689275146e-05
},
{
"class_name": "geographical_map",
"confidence": 1.1979789633187465e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.1918923519260716e-05
},
{
"class_name": "line_chart",
"confidence": 9.38510856940411e-06
},
{
"class_name": "bar_chart",
"confidence": 7.691936843912117e-06
},
{
"class_name": "qr_code",
"confidence": 6.971627499297028e-06
},
{
"class_name": "bar_code",
"confidence": 4.455756425159052e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.7898621485510375e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.5685781136198784e-06
},
{
"class_name": "pie_chart",
"confidence": 5.962287445981929e-07
},
{
"class_name": "topographical_map",
"confidence": 5.912532401453063e-07
},
{
"class_name": "box_plot",
"confidence": 2.1072578704206535e-07
}
]
}
]
},
{
"self_ref": "#/pictures/24",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::Stacked bar chart showing financial values in millions of dollars across five quarters: Q2'25, Q3'25, Q4'25, Q1'26, and Q2'26. The y-axis ranges from 0 to 600.\n\nLegend:\n- Bridge\n- Bridge Off- Balance Sheet\n- Construction\n- Freddie Mac\n- SBA\n- USDA\n- Working Capital\n\nData for each quarter:\n\nQ2'25: Total $532.2M\n- Freddie Mac: $173.4\n- SBA: $216.1\n- USDA: $96.5\n- Working Capital: $46.1\n\nQ3'25: Total $421.9M\n- Construction: $58.0\n- Freddie Mac: $81.2\n- SBA: $173.5\n- USDA: $67.3\n- Working Capital: $41.9\n\nQ4'25: Total $374.6M\n- Bridge: $89.4\n- Freddie Mac: $145.4\n- SBA: $84.4\n- USDA: $18.4\n- Working Capital: $37.0\n\nQ1'26: Total $464.3M\n- Bridge Off- Balance Sheet: $171.7\n- Freddie Mac: $115.9\n- SBA: $110.0\n- USDA: $28.5\n- Working Capital: $38.2\n\nQ2'26: Total $278.8M\n- Freddie Mac: $155.9\n- SBA: $82.1\n- Working Capital: $40.8\n: chart::>"
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{
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"label": "Quarterly Investment Activity"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
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},
{
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},
{
"class_name": "table",
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},
{
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},
{
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"confidence": 9.685770237410907e-06
},
{
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},
{
"class_name": "pie_chart",
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},
{
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},
{
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},
{
"class_name": "geographical_map",
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},
{
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},
{
"class_name": "box_plot",
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},
{
"class_name": "qr_code",
"confidence": 8.248047151937499e-07
},
{
"class_name": "page_thumbnail",
"confidence": 2.846659015176556e-07
},
{
"class_name": "music",
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},
{
"class_name": "screenshot_from_manual",
"confidence": 2.1980019937473116e-07
},
{
"class_name": "logo",
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},
{
"class_name": "scatter_plot",
"confidence": 1.562399916110735e-07
},
{
"class_name": "icon",
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},
{
"class_name": "photograph",
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},
{
"class_name": "chemistry_structure",
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},
{
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},
{
"class_name": "bar_code",
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},
{
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},
{
"class_name": "crossword_puzzle",
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},
{
"class_name": "topographical_map",
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}
]
}
]
},
{
"self_ref": "#/pictures/25",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
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"class_name": "logo"
},
{
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},
{
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},
{
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"class_name": "other"
},
{
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"class_name": "page_thumbnail"
},
{
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},
{
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"class_name": "calendar"
},
{
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"class_name": "signature"
},
{
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"class_name": "full_page_image"
},
{
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{
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},
{
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"class_name": "photograph"
},
{
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"class_name": "screenshot_from_computer"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
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"class_name": "geographical_map"
},
{
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"class_name": "screenshot_from_manual"
},
{
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"class_name": "line_chart"
},
{
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"class_name": "bar_chart"
},
{
"confidence": 6.971627499297028e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 4.455756425159052e-06,
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"class_name": "bar_code"
},
{
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"class_name": "crossword_puzzle"
},
{
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"class_name": "scatter_plot"
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{
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"class_name": "pie_chart"
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 11,
"bbox": {
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"t": 580.5344352722168,
"r": 761.3864135742188,
"b": 547.2959442138672,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
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}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 165.0,
"height": 34.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9973581433296204
},
{
"class_name": "icon",
"confidence": 0.0013418776215985417
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9973581433296204
},
{
"class_name": "icon",
"confidence": 0.0013418776215985417
},
{
"class_name": "stamp",
"confidence": 0.0007251431234180927
},
{
"class_name": "other",
"confidence": 0.00017439163639210165
},
{
"class_name": "page_thumbnail",
"confidence": 5.7034441852010787e-05
},
{
"class_name": "engineering_drawing",
"confidence": 5.133395825396292e-05
},
{
"class_name": "calendar",
"confidence": 4.3477706640260294e-05
},
{
"class_name": "signature",
"confidence": 3.984924478572793e-05
},
{
"class_name": "full_page_image",
"confidence": 3.803304207394831e-05
},
{
"class_name": "flow_chart",
"confidence": 3.0264805900515057e-05
},
{
"class_name": "table",
"confidence": 2.136272087227553e-05
},
{
"class_name": "photograph",
"confidence": 1.7445923731429502e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.4908576304151211e-05
},
{
"class_name": "music",
"confidence": 1.4900276255502831e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.2649077689275146e-05
},
{
"class_name": "geographical_map",
"confidence": 1.1979789633187465e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.1918923519260716e-05
},
{
"class_name": "line_chart",
"confidence": 9.38510856940411e-06
},
{
"class_name": "bar_chart",
"confidence": 7.691936843912117e-06
},
{
"class_name": "qr_code",
"confidence": 6.971627499297028e-06
},
{
"class_name": "bar_code",
"confidence": 4.455756425159052e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.7898621485510375e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.5685781136198784e-06
},
{
"class_name": "pie_chart",
"confidence": 5.962287445981929e-07
},
{
"class_name": "topographical_map",
"confidence": 5.912532401453063e-07
},
{
"class_name": "box_plot",
"confidence": 2.1072578704206535e-07
}
]
}
]
},
{
"self_ref": "#/pictures/27",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9973581433296204,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0013418776215985417,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0007251431234180927,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9973581433296204
},
{
"class_name": "icon",
"confidence": 0.0013418776215985417
},
{
"class_name": "stamp",
"confidence": 0.0007251431234180927
},
{
"class_name": "other",
"confidence": 0.00017439163639210165
},
{
"class_name": "page_thumbnail",
"confidence": 5.7034441852010787e-05
},
{
"class_name": "engineering_drawing",
"confidence": 5.133395825396292e-05
},
{
"class_name": "calendar",
"confidence": 4.3477706640260294e-05
},
{
"class_name": "signature",
"confidence": 3.984924478572793e-05
},
{
"class_name": "full_page_image",
"confidence": 3.803304207394831e-05
},
{
"class_name": "flow_chart",
"confidence": 3.0264805900515057e-05
},
{
"class_name": "table",
"confidence": 2.136272087227553e-05
},
{
"class_name": "photograph",
"confidence": 1.7445923731429502e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.4908576304151211e-05
},
{
"class_name": "music",
"confidence": 1.4900276255502831e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.2649077689275146e-05
},
{
"class_name": "geographical_map",
"confidence": 1.1979789633187465e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.1918923519260716e-05
},
{
"class_name": "line_chart",
"confidence": 9.38510856940411e-06
},
{
"class_name": "bar_chart",
"confidence": 7.691936843912117e-06
},
{
"class_name": "qr_code",
"confidence": 6.971627499297028e-06
},
{
"class_name": "bar_code",
"confidence": 4.455756425159052e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.7898621485510375e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.5685781136198784e-06
},
{
"class_name": "pie_chart",
"confidence": 5.962287445981929e-07
},
{
"class_name": "topographical_map",
"confidence": 5.912532401453063e-07
},
{
"class_name": "box_plot",
"confidence": 2.1072578704206535e-07
}
]
}
]
},
{
"self_ref": "#/pictures/28",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::waterfall chart::>\n- **Y-axis:** Values from $6.00 to $7.50\n- **X-axis labels:** Q1'26 GAAP BVPS, CECL and Valuation Allowance, Losses from loan sales, Losses from operations, Other, Q2'26 GAAP BVPS\n- **Data:**\n - Q1'26 GAAP BVPS: $7.43\n - CECL and Valuation Allowance: $(0.12)\n - Losses from loan sales: $(0.23)\n - Losses from operations: $(0.28)\n - Other: $0.03\n - Q2'26 GAAP BVPS: $6.83\n<::>"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.9990825653076172
},
{
"class_name": "table",
"confidence": 0.0007619723910465837
},
{
"class_name": "line_chart",
"confidence": 9.860537829808891e-05
},
{
"class_name": "pie_chart",
"confidence": 1.5300473023671657e-05
},
{
"class_name": "calendar",
"confidence": 1.4290852959675249e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 9.599183613318019e-06
},
{
"class_name": "flow_chart",
"confidence": 4.35240326623898e-06
},
{
"class_name": "box_plot",
"confidence": 2.614830236780108e-06
},
{
"class_name": "scatter_plot",
"confidence": 2.185712446589605e-06
},
{
"class_name": "engineering_drawing",
"confidence": 1.7097770523832878e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.5377790987258777e-06
},
{
"class_name": "full_page_image",
"confidence": 1.4219988315744558e-06
},
{
"class_name": "geographical_map",
"confidence": 1.3764739605903742e-06
},
{
"class_name": "other",
"confidence": 1.334173930445104e-06
},
{
"class_name": "page_thumbnail",
"confidence": 4.6144941734382883e-07
},
{
"class_name": "logo",
"confidence": 2.1270557226671372e-07
},
{
"class_name": "icon",
"confidence": 1.0326272814609183e-07
},
{
"class_name": "qr_code",
"confidence": 7.530519496867782e-08
},
{
"class_name": "bar_code",
"confidence": 5.710883499432384e-08
},
{
"class_name": "music",
"confidence": 5.243560963208438e-08
},
{
"class_name": "chemistry_structure",
"confidence": 5.238712930122347e-08
},
{
"class_name": "stamp",
"confidence": 2.822421052428581e-08
},
{
"class_name": "signature",
"confidence": 2.1288462548341158e-08
},
{
"class_name": "topographical_map",
"confidence": 2.1260101235043294e-08
},
{
"class_name": "crossword_puzzle",
"confidence": 1.519422809792559e-08
},
{
"class_name": "photograph",
"confidence": 9.433212433407334e-09
}
]
}
]
},
{
"self_ref": "#/pictures/29",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::\nDebt Balance and Leverage Ratio Bar Chart\n\n| Debt Type | Debt Balance ($ in millions) | Leverage Ratio |\n|:---------------------------------|:-----------------------------|:---------------|\n| Securitized Debt Obligations | $639 | 0.5x |\n| Non-Recourse Secured Borrowings | $970 | 0.8x |\n| Recourse Secured Borrowings | $906 | 0.7x |\n| Corporate Debt | $1,194 | 1.0x |\n: bar chart::>"
},
"classification": {
"predictions": [
{
"confidence": 0.7327715158462524,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
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{
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{
"confidence": 2.1072578704206535e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 596.2965087890625,
"t": 580.5765228271484,
"r": 760.7642211914062,
"b": 547.4570083618164,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
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]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 165.0,
"height": 34.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9973581433296204
},
{
"class_name": "icon",
"confidence": 0.0013418776215985417
},
{
"class_name": "stamp",
"confidence": 0.0007251431234180927
},
{
"class_name": "other",
"confidence": 0.00017439163639210165
},
{
"class_name": "page_thumbnail",
"confidence": 5.7034441852010787e-05
},
{
"class_name": "engineering_drawing",
"confidence": 5.133395825396292e-05
},
{
"class_name": "calendar",
"confidence": 4.3477706640260294e-05
},
{
"class_name": "signature",
"confidence": 3.984924478572793e-05
},
{
"class_name": "full_page_image",
"confidence": 3.803304207394831e-05
},
{
"class_name": "flow_chart",
"confidence": 3.0264805900515057e-05
},
{
"class_name": "table",
"confidence": 2.136272087227553e-05
},
{
"class_name": "photograph",
"confidence": 1.7445923731429502e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.4908576304151211e-05
},
{
"class_name": "music",
"confidence": 1.4900276255502831e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.2649077689275146e-05
},
{
"class_name": "geographical_map",
"confidence": 1.1979789633187465e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.1918923519260716e-05
},
{
"class_name": "line_chart",
"confidence": 9.38510856940411e-06
},
{
"class_name": "bar_chart",
"confidence": 7.691936843912117e-06
},
{
"class_name": "qr_code",
"confidence": 6.971627499297028e-06
},
{
"class_name": "bar_code",
"confidence": 4.455756425159052e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.7898621485510375e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.5685781136198784e-06
},
{
"class_name": "pie_chart",
"confidence": 5.962287445981929e-07
},
{
"class_name": "topographical_map",
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9958689212799072
},
{
"class_name": "bar_chart",
"confidence": 0.0022296556271612644
},
{
"class_name": "calendar",
"confidence": 0.0005103182629682124
},
{
"class_name": "flow_chart",
"confidence": 0.00038452260196208954
},
{
"class_name": "table",
"confidence": 0.00023658998543396592
},
{
"class_name": "line_chart",
"confidence": 0.00022915589215699583
},
{
"class_name": "other",
"confidence": 0.00021376203221734613
},
{
"class_name": "geographical_map",
"confidence": 9.622247307561338e-05
},
{
"class_name": "scatter_plot",
"confidence": 5.002902980777435e-05
},
{
"class_name": "icon",
"confidence": 4.754543260787614e-05
},
{
"class_name": "engineering_drawing",
"confidence": 3.4739663533400744e-05
},
{
"class_name": "logo",
"confidence": 3.285899947513826e-05
},
{
"class_name": "full_page_image",
"confidence": 1.8296412235940807e-05
},
{
"class_name": "music",
"confidence": 1.2194386727060191e-05
},
{
"class_name": "page_thumbnail",
"confidence": 9.59284898272017e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 8.207412975025363e-06
},
{
"class_name": "photograph",
"confidence": 4.3483864828886e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 3.894769179169089e-06
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.5845696330070496
},
{
"class_name": "icon",
"confidence": 0.40236547589302063
},
{
"class_name": "other",
"confidence": 0.0023620298597961664
},
{
"class_name": "page_thumbnail",
"confidence": 0.002084496198222041
},
{
"class_name": "calendar",
"confidence": 0.0015065079787746072
},
{
"class_name": "bar_chart",
"confidence": 0.0012199218617752194
},
{
"class_name": "music",
"confidence": 0.0008141197031363845
},
{
"class_name": "full_page_image",
"confidence": 0.0007983141695149243
},
{
"class_name": "stamp",
"confidence": 0.0007718997658230364
},
{
"class_name": "flow_chart",
"confidence": 0.0007596695213578641
},
{
"class_name": "photograph",
"confidence": 0.000550854136236012
},
{
"class_name": "engineering_drawing",
"confidence": 0.0005281397607177496
},
{
"class_name": "bar_code",
"confidence": 0.0003760914842132479
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003227491688448936
},
{
"class_name": "line_chart",
"confidence": 0.00024307705461978912
},
{
"class_name": "table",
"confidence": 0.00013091083383187652
},
{
"class_name": "chemistry_structure",
"confidence": 0.00011737905151676387
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00010336392733734101
},
{
"class_name": "qr_code",
"confidence": 9.172849968308583e-05
},
{
"class_name": "geographical_map",
"confidence": 9.160602348856628e-05
},
{
"class_name": "signature",
"confidence": 5.37707528565079e-05
},
{
"class_name": "crossword_puzzle",
"confidence": 5.2948023949284106e-05
},
{
"class_name": "pie_chart",
"confidence": 4.484992314246483e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.676652937021572e-05
},
{
"class_name": "topographical_map",
"confidence": 1.4933365491742734e-05
},
{
"class_name": "box_plot",
"confidence": 8.651468306197785e-06
}
]
}
]
},
{
"self_ref": "#/pictures/33",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9971904158592224,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0019087349064648151,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 5.2797644457314163e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9971904158592224
},
{
"class_name": "icon",
"confidence": 0.0019087349064648151
},
{
"class_name": "stamp",
"confidence": 0.00042734493035823107
},
{
"class_name": "other",
"confidence": 0.00014699743769597262
},
{
"class_name": "page_thumbnail",
"confidence": 5.2797644457314163e-05
},
{
"class_name": "engineering_drawing",
"confidence": 4.828710007132031e-05
},
{
"class_name": "calendar",
"confidence": 3.250414374633692e-05
},
{
"class_name": "full_page_image",
"confidence": 3.0068589694565162e-05
},
{
"class_name": "flow_chart",
"confidence": 2.4535134798497893e-05
},
{
"class_name": "signature",
"confidence": 2.160816075047478e-05
},
{
"class_name": "photograph",
"confidence": 1.8031632862403058e-05
},
{
"class_name": "table",
"confidence": 1.553481342853047e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.2786670595232863e-05
},
{
"class_name": "music",
"confidence": 1.1335463568684645e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.0104994544235524e-05
},
{
"class_name": "chemistry_structure",
"confidence": 9.902348210744094e-06
},
{
"class_name": "bar_chart",
"confidence": 9.164237781078555e-06
},
{
"class_name": "line_chart",
"confidence": 8.36118033475941e-06
},
{
"class_name": "geographical_map",
"confidence": 7.767714123474434e-06
},
{
"class_name": "bar_code",
"confidence": 4.110639110876946e-06
},
{
"class_name": "qr_code",
"confidence": 3.837454187305411e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.623135398811428e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.1227343748032581e-06
},
{
"class_name": "pie_chart",
"confidence": 4.449688617569336e-07
},
{
"class_name": "topographical_map",
"confidence": 4.241851172537281e-07
},
{
"class_name": "box_plot",
"confidence": 1.3900331907734653e-07
}
]
}
]
},
{
"self_ref": "#/pictures/34",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9973581433296204,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.001342224539257586,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0007248222827911377,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.00017430749721825123,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9973581433296204
},
{
"class_name": "icon",
"confidence": 0.001342224539257586
},
{
"class_name": "stamp",
"confidence": 0.0007248222827911377
},
{
"class_name": "other",
"confidence": 0.00017430749721825123
},
{
"class_name": "page_thumbnail",
"confidence": 5.704961949959397e-05
},
{
"class_name": "engineering_drawing",
"confidence": 5.131003126734868e-05
},
{
"class_name": "calendar",
"confidence": 4.3514832213986665e-05
},
{
"class_name": "signature",
"confidence": 3.980571636930108e-05
},
{
"class_name": "full_page_image",
"confidence": 3.804516018135473e-05
},
{
"class_name": "flow_chart",
"confidence": 3.0288858397398144e-05
},
{
"class_name": "table",
"confidence": 2.1377210941864178e-05
},
{
"class_name": "photograph",
"confidence": 1.744837027217727e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.49140087160049e-05
},
{
"class_name": "music",
"confidence": 1.4913141967554111e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.2643432455661241e-05
},
{
"class_name": "geographical_map",
"confidence": 1.1976510904787574e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.1918923519260716e-05
},
{
"class_name": "line_chart",
"confidence": 9.379248695040587e-06
},
{
"class_name": "bar_chart",
"confidence": 7.69543657952454e-06
},
{
"class_name": "qr_code",
"confidence": 6.976396889513126e-06
},
{
"class_name": "bar_code",
"confidence": 4.457936938706553e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.79507787329203e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.5685421885791584e-06
},
{
"class_name": "pie_chart",
"confidence": 5.965131322227535e-07
},
{
"class_name": "topographical_map",
"confidence": 5.909741958021186e-07
},
{
"class_name": "box_plot",
"confidence": 2.1096606417358998e-07
}
]
}
]
},
{
"self_ref": "#/pictures/35",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9973581433296204,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.001342224539257586,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0007248222827911377,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9973581433296204
},
{
"class_name": "icon",
"confidence": 0.001342224539257586
},
{
"class_name": "stamp",
"confidence": 0.0007248222827911377
},
{
"class_name": "other",
"confidence": 0.00017430749721825123
},
{
"class_name": "page_thumbnail",
"confidence": 5.704961949959397e-05
},
{
"class_name": "engineering_drawing",
"confidence": 5.131003126734868e-05
},
{
"class_name": "calendar",
"confidence": 4.3514832213986665e-05
},
{
"class_name": "signature",
"confidence": 3.980571636930108e-05
},
{
"class_name": "full_page_image",
"confidence": 3.804516018135473e-05
},
{
"class_name": "flow_chart",
"confidence": 3.0288858397398144e-05
},
{
"class_name": "table",
"confidence": 2.1377210941864178e-05
},
{
"class_name": "photograph",
"confidence": 1.744837027217727e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.49140087160049e-05
},
{
"class_name": "music",
"confidence": 1.4913141967554111e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.2643432455661241e-05
},
{
"class_name": "geographical_map",
"confidence": 1.1976510904787574e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.1918923519260716e-05
},
{
"class_name": "line_chart",
"confidence": 9.379248695040587e-06
},
{
"class_name": "bar_chart",
"confidence": 7.69543657952454e-06
},
{
"class_name": "qr_code",
"confidence": 6.976396889513126e-06
},
{
"class_name": "bar_code",
"confidence": 4.457936938706553e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.79507787329203e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.5685421885791584e-06
},
{
"class_name": "pie_chart",
"confidence": 5.965131322227535e-07
},
{
"class_name": "topographical_map",
"confidence": 5.909741958021186e-07
},
{
"class_name": "box_plot",
"confidence": 2.1096606417358998e-07
}
]
}
]
},
{
"self_ref": "#/pictures/36",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9973581433296204,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.001342224539257586,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0007248222827911377,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9973581433296204
},
{
"class_name": "icon",
"confidence": 0.001342224539257586
},
{
"class_name": "stamp",
"confidence": 0.0007248222827911377
},
{
"class_name": "other",
"confidence": 0.00017430749721825123
},
{
"class_name": "page_thumbnail",
"confidence": 5.704961949959397e-05
},
{
"class_name": "engineering_drawing",
"confidence": 5.131003126734868e-05
},
{
"class_name": "calendar",
"confidence": 4.3514832213986665e-05
},
{
"class_name": "signature",
"confidence": 3.980571636930108e-05
},
{
"class_name": "full_page_image",
"confidence": 3.804516018135473e-05
},
{
"class_name": "flow_chart",
"confidence": 3.0288858397398144e-05
},
{
"class_name": "table",
"confidence": 2.1377210941864178e-05
},
{
"class_name": "photograph",
"confidence": 1.744837027217727e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.49140087160049e-05
},
{
"class_name": "music",
"confidence": 1.4913141967554111e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.2643432455661241e-05
},
{
"class_name": "geographical_map",
"confidence": 1.1976510904787574e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.1918923519260716e-05
},
{
"class_name": "line_chart",
"confidence": 9.379248695040587e-06
},
{
"class_name": "bar_chart",
"confidence": 7.69543657952454e-06
},
{
"class_name": "qr_code",
"confidence": 6.976396889513126e-06
},
{
"class_name": "bar_code",
"confidence": 4.457936938706553e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.79507787329203e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.5685421885791584e-06
},
{
"class_name": "pie_chart",
"confidence": 5.965131322227535e-07
},
{
"class_name": "topographical_map",
"confidence": 5.909741958021186e-07
},
{
"class_name": "box_plot",
"confidence": 2.1096606417358998e-07
}
]
}
]
},
{
"self_ref": "#/pictures/37",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.997037410736084,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0018730320734903216,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0005962548311799765,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.997037410736084
},
{
"class_name": "icon",
"confidence": 0.0018730320734903216
},
{
"class_name": "stamp",
"confidence": 0.0005962548311799765
},
{
"class_name": "other",
"confidence": 0.00015044421888887882
},
{
"class_name": "engineering_drawing",
"confidence": 5.1971059292554855e-05
},
{
"class_name": "page_thumbnail",
"confidence": 5.190345473238267e-05
},
{
"class_name": "calendar",
"confidence": 4.347483263700269e-05
},
{
"class_name": "signature",
"confidence": 3.003612073371187e-05
},
{
"class_name": "full_page_image",
"confidence": 2.8545662644319236e-05
},
{
"class_name": "flow_chart",
"confidence": 2.086649510602001e-05
},
{
"class_name": "table",
"confidence": 1.8492595700081438e-05
},
{
"class_name": "photograph",
"confidence": 1.4893354091327637e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.1762246685975697e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.1222522516618483e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.0391388059360906e-05
},
{
"class_name": "music",
"confidence": 1.0251193998556118e-05
},
{
"class_name": "geographical_map",
"confidence": 9.325579412688967e-06
},
{
"class_name": "bar_chart",
"confidence": 7.804314918757882e-06
},
{
"class_name": "line_chart",
"confidence": 7.664168151677586e-06
},
{
"class_name": "qr_code",
"confidence": 4.598757186613511e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 4.10394159189309e-06
},
{
"class_name": "bar_code",
"confidence": 3.4877264170063427e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.0398360927865724e-06
},
{
"class_name": "topographical_map",
"confidence": 4.769746624333493e-07
},
{
"class_name": "pie_chart",
"confidence": 4.100884041235986e-07
},
{
"class_name": "box_plot",
"confidence": 1.7383140971105604e-07
}
]
}
]
},
{
"self_ref": "#/pictures/38",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9973581433296204
},
{
"class_name": "icon",
"confidence": 0.001342224539257586
},
{
"class_name": "stamp",
"confidence": 0.0007248222827911377
},
{
"class_name": "other",
"confidence": 0.00017430749721825123
},
{
"class_name": "page_thumbnail",
"confidence": 5.704961949959397e-05
},
{
"class_name": "engineering_drawing",
"confidence": 5.131003126734868e-05
},
{
"class_name": "calendar",
"confidence": 4.3514832213986665e-05
},
{
"class_name": "signature",
"confidence": 3.980571636930108e-05
},
{
"class_name": "full_page_image",
"confidence": 3.804516018135473e-05
},
{
"class_name": "flow_chart",
"confidence": 3.0288858397398144e-05
},
{
"class_name": "table",
"confidence": 2.1377210941864178e-05
},
{
"class_name": "photograph",
"confidence": 1.744837027217727e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.49140087160049e-05
},
{
"class_name": "music",
"confidence": 1.4913141967554111e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.2643432455661241e-05
},
{
"class_name": "geographical_map",
"confidence": 1.1976510904787574e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.1918923519260716e-05
},
{
"class_name": "line_chart",
"confidence": 9.379248695040587e-06
},
{
"class_name": "bar_chart",
"confidence": 7.69543657952454e-06
},
{
"class_name": "qr_code",
"confidence": 6.976396889513126e-06
},
{
"class_name": "bar_code",
"confidence": 4.457936938706553e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.79507787329203e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.5685421885791584e-06
},
{
"class_name": "pie_chart",
"confidence": 5.965131322227535e-07
},
{
"class_name": "topographical_map",
"confidence": 5.909741958021186e-07
},
{
"class_name": "box_plot",
"confidence": 2.1096606417358998e-07
}
]
}
]
},
{
"self_ref": "#/pictures/39",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9971904158592224,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0019087349064648151,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.00042734493035823107,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9971904158592224
},
{
"class_name": "icon",
"confidence": 0.0019087349064648151
},
{
"class_name": "stamp",
"confidence": 0.00042734493035823107
},
{
"class_name": "other",
"confidence": 0.00014699743769597262
},
{
"class_name": "page_thumbnail",
"confidence": 5.2797644457314163e-05
},
{
"class_name": "engineering_drawing",
"confidence": 4.828710007132031e-05
},
{
"class_name": "calendar",
"confidence": 3.250414374633692e-05
},
{
"class_name": "full_page_image",
"confidence": 3.0068589694565162e-05
},
{
"class_name": "flow_chart",
"confidence": 2.4535134798497893e-05
},
{
"class_name": "signature",
"confidence": 2.160816075047478e-05
},
{
"class_name": "photograph",
"confidence": 1.8031632862403058e-05
},
{
"class_name": "table",
"confidence": 1.553481342853047e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.2786670595232863e-05
},
{
"class_name": "music",
"confidence": 1.1335463568684645e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.0104994544235524e-05
},
{
"class_name": "chemistry_structure",
"confidence": 9.902348210744094e-06
},
{
"class_name": "bar_chart",
"confidence": 9.164237781078555e-06
},
{
"class_name": "line_chart",
"confidence": 8.36118033475941e-06
},
{
"class_name": "geographical_map",
"confidence": 7.767714123474434e-06
},
{
"class_name": "bar_code",
"confidence": 4.110639110876946e-06
},
{
"class_name": "qr_code",
"confidence": 3.837454187305411e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.623135398811428e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.1227343748032581e-06
},
{
"class_name": "pie_chart",
"confidence": 4.449688617569336e-07
},
{
"class_name": "topographical_map",
"confidence": 4.241851172537281e-07
},
{
"class_name": "box_plot",
"confidence": 1.3900331907734653e-07
}
]
}
]
},
{
"self_ref": "#/pictures/40",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/205"
},
{
"$ref": "#/texts/206"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9842895865440369,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.009856553748250008,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0016305299941450357,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
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"
},
"annotations": []
},
{
"self_ref": "#/pictures/43",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::\nchart title: EXIT TIMELINE ($ in millions)\nchart type: Bar Chart\ny-axis: Value in millions of dollars, ranging from $0 to $400, with increments of $100.\nx-axis: Time periods\n\nData:\n- Q3'26: $315\n- Q4'26: $118\n- Q1'27: $43\n- Q2'27 and beyond: $370\n: chart::>"
},
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{
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{
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{
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{
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{
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 5.818289849912617e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
},
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{
"reader": "set-of-mark",
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},
{
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},
{
"reader": "set-of-mark",
"produced": [
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},
{
"reader": "ade",
"produced": []
}
],
"quber__figure_job_id": "cmsi49td3010ndn015q7vluka",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "9127136e-83f3-4dc3-99a5-a8eb83967e40"
},
"label": "picture",
"prov": [
{
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"t": 528.7815379500389,
"r": 768.7896523475647,
"b": 284.57418394088745,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
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}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 231.0,
"height": 245.0
},
"uri": 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"text": "\u25a0 Net loss 1 of $(0.63) per common share \u25a0 Distributable losses 2 of $(0.47) per common share \u25a0 Distributable losses before realized losses 3 of $(0.24) per common share \u25a0 Declared dividend of $0.01 per common share",
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"text": "\u25a0 Total loan portfolio of $4.6 billion \u25a0 Total loan originations 4 of $278.8 million including $155.9 million of LMM commercial real estate loans and $82.1 million of SBA 7(a) loans \u25a0 Loan repayments of $288.2 million and sales of $212.2 million",
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"text": "\u25a0 Book value per share of $6.83 \u25a0 $124 million of unrestricted cash and $690 million of unencumbered assets \u25a0 Total leverage of 3.0x and recourse leverage ratio 5 of 1.7x",
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"text": "\u25a0 Retired the outstanding 6.20% Senior Unsecured Notes in April 2026 \u25a0 Completed the securitization of $158.2 million unguaranteed SBA 7(a) loans and issued $145.2 million of bonds at SOFR + 2.4%",
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"text": "\u25a0 Net loss 1 of $(0.63) per common share \u25a0 Distributable losses 2 of $(0.47) per common share \u25a0 Distributable losses before realized losses 3 of $(0.24) per common share \u25a0 Declared dividend of $0.01 per common share",
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