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"orig": "Newton, MA (July\u00a028, 2026). Seven Hills Realty Trust (Nasdaq: SEVN) today announced its financial results for the quarter and six months ended June\u00a030, 2026.",
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"orig": "A conference call to discuss SEVN's second quarter 2026 results will be held on Wednesday, July 29, 2026 at 11:00 a.m. Eastern Time. The conference call telephone number is (866) 739-7850. Participants calling from outside the United States and Canada should dial (412) 317-6592. No pass code is necessary to access the call from either number. Participants should dial in about 15 minutes prior to the scheduled start of the call. A replay of the conference call will be available through 11:59 p.m. Eastern Time on Wednesday, August 5, 2026. To access the replay, dial (855) 669-9658. The replay pass code is 3705292. A live audio webcast of the conference call will also be available in a listen only mode on SEVN's website, at www.sevnreit.com. The archived webcast will be available for replay on SEVN's website after the call. The transcription, recording and retransmission of SEVN's second quarter conference call in any way are strictly prohibited without the prior written consent of SEVN.",
"text": "A conference call to discuss SEVN's second quarter 2026 results will be held on Wednesday, July 29, 2026 at 11:00 a.m. Eastern Time. The conference call telephone number is (866) 739-7850. Participants calling from outside the United States and Canada should dial (412) 317-6592. No pass code is necessary to access the call from either number. Participants should dial in about 15 minutes prior to the scheduled start of the call. A replay of the conference call will be available through 11:59 p.m. Eastern Time on Wednesday, August 5, 2026. To access the replay, dial (855) 669-9658. The replay pass code is 3705292. A live audio webcast of the conference call will also be available in a listen only mode on SEVN's website, at www.sevnreit.com. The archived webcast will be available for replay on SEVN's website after the call. The transcription, recording and retransmission of SEVN's second quarter conference call in any way are strictly prohibited without the prior written consent of SEVN."
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"orig": "We present Distributable Earnings, Distributable Earnings per common share, Adjusted Book Value and Adjusted Book Value per common share, which are considered 'non-GAAP financial measures' within the meaning of the applicable SEC rules. These non-GAAP financial measures do not represent book value, book value per common share, net (loss) income, net (loss) income per common share or cash generated from operating activities and should not be considered as alternatives to book value, book value per common share, net (loss) income or net (loss) income per common share determined in accordance with GAAP or as an indication of our cash flows from operations determined in accordance with GAAP, a measure of our capital adequacy, liquidity or operating performance or an indication of funds available for our cash needs. In addition, our methodologies for calculating these nonGAAP financial measures may differ from the methodologies employed by other companies to calculate the same or similar supplemental capital adequacy or performance measures; therefore, our reported Adjusted Book Value, Adjusted Book Value per common share, Distributable Earnings and Distributable Earnings per common share may not be comparable to adjusted book value, adjusted book value per common share, distributable earnings and distributable earnings per common share as reported by other companies.",
"text": "We present Distributable Earnings, Distributable Earnings per common share, Adjusted Book Value and Adjusted Book Value per common share, which are considered 'non-GAAP financial measures' within the meaning of the applicable SEC rules. These non-GAAP financial measures do not represent book value, book value per common share, net (loss) income, net (loss) income per common share or cash generated from operating activities and should not be considered as alternatives to book value, book value per common share, net (loss) income or net (loss) income per common share determined in accordance with GAAP or as an indication of our cash flows from operations determined in accordance with GAAP, a measure of our capital adequacy, liquidity or operating performance or an indication of funds available for our cash needs. In addition, our methodologies for calculating these nonGAAP financial measures may differ from the methodologies employed by other companies to calculate the same or similar supplemental capital adequacy or performance measures; therefore, our reported Adjusted Book Value, Adjusted Book Value per common share, Distributable Earnings and Distributable Earnings per common share may not be comparable to adjusted book value, adjusted book value per common share, distributable earnings and distributable earnings per common share as reported by other companies."
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"orig": "We believe that Adjusted Book Value and Adjusted Book Value per common share are meaningful measures of our capital adequacy because they exclude the impact of certain noncash estimates or adjustments, including our allowance for credit losses for our loan portfolio and unfunded loan commitments. Adjusted Book Value per common share does not represent book value per common share or alternative measures determined in accordance with GAAP.",
"text": "We believe that Adjusted Book Value and Adjusted Book Value per common share are meaningful measures of our capital adequacy because they exclude the impact of certain noncash estimates or adjustments, including our allowance for credit losses for our loan portfolio and unfunded loan commitments. Adjusted Book Value per common share does not represent book value per common share or alternative measures determined in accordance with GAAP."
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"orig": "In order to maintain our qualification for taxation as a REIT, we are generally required to distribute substantially all of our taxable income, subject to certain adjustments, to our shareholders. We believe that one of the factors that investors consider important in deciding whether to buy or sell securities of a REIT is its distribution rate. Over time, Distributable Earnings and Distributable Earnings per common share may be useful indicators of distributions to our shareholders and are measures that are considered by our Board of Trustees when determining the amount of distributions. We believe that Distributable Earnings and Distributable Earnings per common share provide meaningful information to consider in addition to net (loss) income, net (loss) income per common share and cash flows from operating activities determined in accordance with GAAP. These measures help us to evaluate our performance excluding the effects of certain transactions and GAAP adjustments that we believe are not necessarily indicative of our current loan portfolio and operations. In addition, Distributable Earnings, excluding incentive fees, is used in determining the amount of base management and management incentive fees payable by us to Tremont under our management agreement.",
"text": "In order to maintain our qualification for taxation as a REIT, we are generally required to distribute substantially all of our taxable income, subject to certain adjustments, to our shareholders. We believe that one of the factors that investors consider important in deciding whether to buy or sell securities of a REIT is its distribution rate. Over time, Distributable Earnings and Distributable Earnings per common share may be useful indicators of distributions to our shareholders and are measures that are considered by our Board of Trustees when determining the amount of distributions. We believe that Distributable Earnings and Distributable Earnings per common share provide meaningful information to consider in addition to net (loss) income, net (loss) income per common share and cash flows from operating activities determined in accordance with GAAP. These measures help us to evaluate our performance excluding the effects of certain transactions and GAAP adjustments that we believe are not necessarily indicative of our current loan portfolio and operations. In addition, Distributable Earnings, excluding incentive fees, is used in determining the amount of base management and management incentive fees payable by us to Tremont under our management agreement."
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"orig": "We calculate Distributable Earnings and Distributable Earnings per common share as net (loss) income and net (loss) income per common share, respectively, computed in accordance with GAAP, including realized losses not otherwise included in net (loss) income determined in accordance with GAAP, and excluding: (a) depreciation and amortization of real estate owned and related intangible assets, if any; (b) non-cash equity compensation expense; (c) unrealized gains, losses and other similar non-cash items that are included in net (loss) income for the period of the calculation (regardless of whether such items are included in or deducted from net (loss) income or in other comprehensive income under GAAP), if any; and (d) one-time events pursuant to changes in GAAP and certain non-cash items, if any. Distributable Earnings are reduced for realized losses on loan investments when amounts are deemed uncollectable. This is generally at the time a loan is repaid, or in the case of foreclosure, when the underlying asset is sold, but may also be when, in our determination, it is nearly certain that all amounts due will not be collected. The realized loss amount reflected in Distributable Earnings will equal the difference between the cash received or expected to be received and the carrying value of the asset.",
"text": "We calculate Distributable Earnings and Distributable Earnings per common share as net (loss) income and net (loss) income per common share, respectively, computed in accordance with GAAP, including realized losses not otherwise included in net (loss) income determined in accordance with GAAP, and excluding: (a) depreciation and amortization of real estate owned and related intangible assets, if any; (b) non-cash equity compensation expense; (c) unrealized gains, losses and other similar non-cash items that are included in net (loss) income for the period of the calculation (regardless of whether such items are included in or deducted from net (loss) income or in other comprehensive income under GAAP), if any; and (d) one-time events pursuant to changes in GAAP and certain non-cash items, if any. Distributable Earnings are reduced for realized losses on loan investments when amounts are deemed uncollectable. This is generally at the time a loan is repaid, or in the case of foreclosure, when the underlying asset is sold, but may also be when, in our determination, it is nearly certain that all amounts due will not be collected. The realized loss amount reflected in Distributable Earnings will equal the difference between the cash received or expected to be received and the carrying value of the asset."
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"orig": "All In Yield represents the yield on a loan, including amortization of deferred fees over the initial term of the loan and excluding any purchase discount accretion.",
"text": "All In Yield represents the yield on a loan, including amortization of deferred fees over the initial term of the loan and excluding any purchase discount accretion."
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"orig": "Amounts advanced under the facility loan agreement and security agreement with BMO Harris Bank N.A., or BMO, are pursuant to separate facility loan agreements that we refer to as the BMO Facility.",
"text": "Amounts advanced under the facility loan agreement and security agreement with BMO Harris Bank N.A., or BMO, are pursuant to separate facility loan agreements that we refer to as the BMO Facility."
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"orig": "The central business district, or CBD, is the center of business and economic activity in major markets of the United States.",
"text": "The central business district, or CBD, is the center of business and economic activity in major markets of the United States."
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"orig": "GAAP refers to generally accepted accounting principles.",
"text": "GAAP refers to generally accepted accounting principles."
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"orig": "Gross AUM refers to gross assets under management.",
"text": "Gross AUM refers to gross assets under management."
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"orig": "Loan to value ratio, or LTV, represents the initial loan amount divided by the underwritten in-place value of the underlying collateral at closing.",
"text": "Loan to value ratio, or LTV, represents the initial loan amount divided by the underwritten in-place value of the underlying collateral at closing."
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"orig": "Collectively, we refer to the master repurchase facilities with UBS AG, or UBS, Citibank, N.A., or Citibank, and Wells Fargo, National Association, or Wells Fargo, as our Master Repurchase Facilities.",
"text": "Collectively, we refer to the master repurchase facilities with UBS AG, or UBS, Citibank, N.A., or Citibank, and Wells Fargo, National Association, or Wells Fargo, as our Master Repurchase Facilities."
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"orig": "This presentation contains statements that constitute forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995 and other securities laws. These statements include words such as 'believe', 'could', 'expect', 'anticipate', 'intend', 'plan', 'estimate', 'will', 'would', 'should', 'may' and negatives or derivatives of these or similar expressions. These forwardlooking statements include, among others, statements about: SEVN's investment portfolio and loan investment performance; the quality of the sponsors of SEVN's borrowers; SEVN's office sector exposure; SEVN's future lending activity and opportunities; SEVN's liquidity and leverage levels and capacity; the ability of SEVN to capitalize on opportunities; SEVN's ability to achieve its investment objectives and generate attractive returns for its shareholders; the benefits and opportunities SEVN believes that Tremont's relationship with RMR provide to SEVN; and the amount and timing of future distributions.",
"text": "This presentation contains statements that constitute forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995 and other securities laws. These statements include words such as 'believe', 'could', 'expect', 'anticipate', 'intend', 'plan', 'estimate', 'will', 'would', 'should', 'may' and negatives or derivatives of these or similar expressions. These forwardlooking statements include, among others, statements about: SEVN's investment portfolio and loan investment performance; the quality of the sponsors of SEVN's borrowers; SEVN's office sector exposure; SEVN's future lending activity and opportunities; SEVN's liquidity and leverage levels and capacity; the ability of SEVN to capitalize on opportunities; SEVN's ability to achieve its investment objectives and generate attractive returns for its shareholders; the benefits and opportunities SEVN believes that Tremont's relationship with RMR provide to SEVN; and the amount and timing of future distributions."
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"orig": "Forward-looking statements reflect SEVN's current expectations, are based on judgments and assumptions, are inherently uncertain and are subject to risks, uncertainties and other factors, which could cause SEVN's actual results, performance or achievements to differ materially from expected future results, performance or achievements expressed or implied in any forward-looking statements. Some of the risks, uncertainties and other factors that may cause SEVN's actual results, performance or achievements to differ materially from those expressed or implied by forward-looking statements include, but are not limited to, the following: SEVN's ability to execute its business strategy and compete in the CRE lending market; the ability of SEVN's manager, Tremont Realty Capital LLC, or Tremont, to make suitable investments for it, including through the deployment of capital from SEVN's equity rights offering completed in December 2025, to monitor, service and administer SEVN's existing investments and to otherwise implement its investment strategy and successfully manage SEVN; SEVN's borrowers' ability to successfully execute their business plans, including SEVN's borrowers' ability to manage and stabilize properties; SEVN's ability to diversify its investment portfolio based on industry and market conditions and whether the diversity and other characteristics of SEVN's loan portfolio will benefit it to the extent it expects; the impact of inflation, geopolitical instability and tension, interest rate fluctuations, new trade policies, tariffs and economic recession or downturn, and market trends (such as reduced demand for office or retail space) on the CRE industry generally and specific CRE sectors applicable to SEVN's investments and lending markets, as well as on its borrowers; fluctuations in interest rates and credit spreads may reduce the returns SEVN may receive on its investments and increase its borrowing costs; fluctuations in and overall market demand for CRE debt and the volume of available opportunities in the CRE debt market, including the middle market; volatility in the capital markets; SEVN's ability to utilize its existing Secured Financing Facilities and to obtain additional capital to enable it to attain its target leverage, to make additional investments and to increase its potential returns and the cost of obtaining any additional capital; SEVN's ability to pay distributions to its shareholders and sustain or increase the amount of such distributions; the amount and timing of cash flows SEVN receives from its investments; SEVN's ability to maintain and improve a favorable net interest spread between the interest it earns on its investments and the interest SEVN pays on its borrowings; the extent to which SEVN earns and receives origination, extension, exit, prepayment or other fees from its investments; yields that may be available to SEVN from mortgages on middle market transitional CRE; the duration and other terms of SEVN's loan agreements with borrowers and its ability to match its loan investments with its repurchase lending arrangements; the credit qualities of SEVN's borrowers; defaults by SEVN's borrowers and the ability and willingness of its borrowers to repay its investments in a timely manner or at all; the extent to which SEVN's borrowers' sponsors provide support to its borrowers or SEVN regarding its loans; SEVN's ability to maintain its exemption from registration under the Investment Company Act of 1940, as amended; events giving rise to increases in SEVN's credit loss reserves; the ability of Tremont to arrange for the successful management of property SEVN owns as a result of foreclosure of loans secured by such property and SEVN's ability to sell those CRE properties at prices that allow SEVN to recover amounts it invested; changes in the availability, sourcing and structuring of CRE lending; compliance with, and changes to, U.S. federal, state or local laws or regulations, accounting rules, tax laws or similar matters; limitations imposed on SEVN's business and its ability to satisfy complex rules in order for SEVN to maintain its qualification for taxation as REIT for U.S. federal income tax purposes; actual and potential conflicts of interest with SEVN's related parties, including its Managing Trustees, Tremont, The RMR Group LLC, or RMR, and others affiliated with them; acts of terrorism, outbreaks of pandemics, or other public health safety events or conditions, war or other hostilities, global climate change or other manmade or natural disasters beyond SEVN's control; and other matters.",
"text": "Forward-looking statements reflect SEVN's current expectations, are based on judgments and assumptions, are inherently uncertain and are subject to risks, uncertainties and other factors, which could cause SEVN's actual results, performance or achievements to differ materially from expected future results, performance or achievements expressed or implied in any forward-looking statements. Some of the risks, uncertainties and other factors that may cause SEVN's actual results, performance or achievements to differ materially from those expressed or implied by forward-looking statements include, but are not limited to, the following: SEVN's ability to execute its business strategy and compete in the CRE lending market; the ability of SEVN's manager, Tremont Realty Capital LLC, or Tremont, to make suitable investments for it, including through the deployment of capital from SEVN's equity rights offering completed in December 2025, to monitor, service and administer SEVN's existing investments and to otherwise implement its investment strategy and successfully manage SEVN; SEVN's borrowers' ability to successfully execute their business plans, including SEVN's borrowers' ability to manage and stabilize properties; SEVN's ability to diversify its investment portfolio based on industry and market conditions and whether the diversity and other characteristics of SEVN's loan portfolio will benefit it to the extent it expects; the impact of inflation, geopolitical instability and tension, interest rate fluctuations, new trade policies, tariffs and economic recession or downturn, and market trends (such as reduced demand for office or retail space) on the CRE industry generally and specific CRE sectors applicable to SEVN's investments and lending markets, as well as on its borrowers; fluctuations in interest rates and credit spreads may reduce the returns SEVN may receive on its investments and increase its borrowing costs; fluctuations in and overall market demand for CRE debt and the volume of available opportunities in the CRE debt market, including the middle market; volatility in the capital markets; SEVN's ability to utilize its existing Secured Financing Facilities and to obtain additional capital to enable it to attain its target leverage, to make additional investments and to increase its potential returns and the cost of obtaining any additional capital; SEVN's ability to pay distributions to its shareholders and sustain or increase the amount of such distributions; the amount and timing of cash flows SEVN receives from its investments; SEVN's ability to maintain and improve a favorable net interest spread between the interest it earns on its investments and the interest SEVN pays on its borrowings; the extent to which SEVN earns and receives origination, extension, exit, prepayment or other fees from its investments; yields that may be available to SEVN from mortgages on middle market transitional CRE; the duration and other terms of SEVN's loan agreements with borrowers and its ability to match its loan investments with its repurchase lending arrangements; the credit qualities of SEVN's borrowers; defaults by SEVN's borrowers and the ability and willingness of its borrowers to repay its investments in a timely manner or at all; the extent to which SEVN's borrowers' sponsors provide support to its borrowers or SEVN regarding its loans; SEVN's ability to maintain its exemption from registration under the Investment Company Act of 1940, as amended; events giving rise to increases in SEVN's credit loss reserves; the ability of Tremont to arrange for the successful management of property SEVN owns as a result of foreclosure of loans secured by such property and SEVN's ability to sell those CRE properties at prices that allow SEVN to recover amounts it invested; changes in the availability, sourcing and structuring of CRE lending; compliance with, and changes to, U.S. federal, state or local laws or regulations, accounting rules, tax laws or similar matters; limitations imposed on SEVN's business and its ability to satisfy complex rules in order for SEVN to maintain its qualification for taxation as REIT for U.S. federal income tax purposes; actual and potential conflicts of interest with SEVN's related parties, including its Managing Trustees, Tremont, The RMR Group LLC, or RMR, and others affiliated with them; acts of terrorism, outbreaks of pandemics, or other public health safety events or conditions, war or other hostilities, global climate change or other manmade or natural disasters beyond SEVN's control; and other matters."
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"orig": "These risks, uncertainties and other factors are not exhaustive and should be read in conjunction with other cautionary statements that are included in SEVN's periodic filings. The information contained in SEVN's filings with the SEC including under the caption 'Risk Factors' in its periodic reports, or incorporated therein, identifies other important factors that could cause differences from the forwardlooking statements in this presentation. SEVN's filings with the SEC are available on its website and at www.sec.gov.",
"text": "These risks, uncertainties and other factors are not exhaustive and should be read in conjunction with other cautionary statements that are included in SEVN's periodic filings. The information contained in SEVN's filings with the SEC including under the caption 'Risk Factors' in its periodic reports, or incorporated therein, identifies other important factors that could cause differences from the forwardlooking statements in this presentation. SEVN's filings with the SEC are available on its website and at www.sec.gov."
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"orig": "You should not place undue reliance on forward-looking statements. Except as required by law, SEVN does not intend to update or change any forward-looking statements, as a result of new information, future events or otherwise.",
"text": "You should not place undue reliance on forward-looking statements. Except as required by law, SEVN does not intend to update or change any forward-looking statements, as a result of new information, future events or otherwise."
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"orig": "(amounts in thousands, except per share data)",
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"orig": "1 The weighted average remaining maturity of our Master Repurchase Facilities is determined using the earlier of the underlying loan investment maturity date and the respective repurchase agreement maturity date. The weighted average remaining maturity of the BMO Facility is determined using the underlying loan investment maturity date.",
"text": "1 The weighted average remaining maturity of our Master Repurchase Facilities is determined using the earlier of the underlying loan investment maturity date and the respective repurchase agreement maturity date. The weighted average remaining maturity of the BMO Facility is determined using the underlying loan investment maturity date."
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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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},
{
"class_name": "crossword_puzzle",
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{
"class_name": "screenshot_from_manual",
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},
{
"class_name": "chemistry_structure",
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},
{
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},
{
"class_name": "screenshot_from_computer",
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},
{
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},
{
"class_name": "topographical_map",
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},
{
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},
{
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},
{
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}
]
}
]
},
{
"self_ref": "#/pictures/1",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/9"
},
{
"$ref": "#/texts/10"
}
],
"content_layer": "body",
"meta": {
"classification": {
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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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{
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{
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{
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"class_name": "flow_chart"
},
{
"confidence": 0.0002294269943377003,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 0.0002282790228491649,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 7.159338565543294e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 7.114953041309491e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 6.31228176644072e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 1.2497025636548642e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 2.9145357984816656e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 2,
"bbox": {
"l": 746.3495483398438,
"t": 512.6312046051025,
"r": 924.825439453125,
"b": 483.9282913208008,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
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]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 179.0,
"height": 29.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.8800596594810486
},
{
"class_name": "icon",
"confidence": 0.05740376561880112
},
{
"class_name": "bar_chart",
"confidence": 0.01924619823694229
},
{
"class_name": "other",
"confidence": 0.01560354232788086
},
{
"class_name": "calendar",
"confidence": 0.0053013525903224945
},
{
"class_name": "photograph",
"confidence": 0.004127884283661842
},
{
"class_name": "stamp",
"confidence": 0.0029127649031579494
},
{
"class_name": "page_thumbnail",
"confidence": 0.002452524844557047
},
{
"class_name": "table",
"confidence": 0.0022607166320085526
},
{
"class_name": "line_chart",
"confidence": 0.0020293896086513996
},
{
"class_name": "full_page_image",
"confidence": 0.0017711042892187834
},
{
"class_name": "bar_code",
"confidence": 0.0014923762064427137
},
{
"class_name": "engineering_drawing",
"confidence": 0.001302742282859981
},
{
"class_name": "music",
"confidence": 0.0009919099975377321
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0006277657812461257
},
{
"class_name": "signature",
"confidence": 0.0005838967044837773
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.8854439854621887
},
{
"class_name": "icon",
"confidence": 0.05674260854721069
},
{
"class_name": "other",
"confidence": 0.018926268443465233
},
{
"class_name": "bar_chart",
"confidence": 0.010918029583990574
},
{
"class_name": "photograph",
"confidence": 0.0055026221089065075
},
{
"class_name": "calendar",
"confidence": 0.004554498940706253
},
{
"class_name": "stamp",
"confidence": 0.0033165537752211094
},
{
"class_name": "page_thumbnail",
"confidence": 0.003118684981018305
},
{
"class_name": "full_page_image",
"confidence": 0.002043062122538686
},
{
"class_name": "bar_code",
"confidence": 0.001809482229873538
},
{
"class_name": "line_chart",
"confidence": 0.0015641055069863796
},
{
"class_name": "music",
"confidence": 0.0013071774737909436
},
{
"class_name": "table",
"confidence": 0.0012551608961075544
},
{
"class_name": "engineering_drawing",
"confidence": 0.0010363016044721007
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0005304067744873464
},
{
"class_name": "signature",
"confidence": 0.0005183294415473938
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003682438691612333
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00026547780726104975
},
{
"class_name": "flow_chart",
"confidence": 0.00022003657068125904
},
{
"class_name": "qr_code",
"confidence": 0.0001826904044719413
},
{
"class_name": "chemistry_structure",
"confidence": 0.0001513916940893978
},
{
"class_name": "pie_chart",
"confidence": 8.160141442203894e-05
},
{
"class_name": "topographical_map",
"confidence": 6.945966742932796e-05
},
{
"class_name": "geographical_map",
"confidence": 6.131290138000622e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.0906897841778118e-05
},
{
"class_name": "box_plot",
"confidence": 1.555269932396186e-06
}
]
}
]
},
{
"self_ref": "#/pictures/3",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/47"
},
{
"$ref": "#/texts/48"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.8854439854621887,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.05674260854721069,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.018926268443465233,
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E4dMNpFrSXCT2RZ1utcR3aJ9tS54UHzCz6et/2DoBZBe9OzOwSG4UF5xQXJ6+ZySj75qZHdgiNkItiJkvh0ZFTnlm1hl5ibsengrh5hXYrfWqtWqmB3pLIsOW/B2RuGQO9Aw8LtOl4DZ/JKClLzsxhjG5PnPx81FA6HK08PXppmspnnjUzNiE+BXZGhNG7VlHrj/ayE9JmxSbArMpTGrJhsEWzxnfvHdOgjE+FnxMBiOvRp6xcEIGvv+rd3ruGVqtcGjGnbIoiIABCRSqlM7DPChdecv3V55KqphqrykMA2r0WP6diyTcnFUx9+v+Ou8e6T4d0ZEeERjl8/OemLt+utJmJchI/8ZIgIBwXD5Wp5y7dWiw0/8fJTBT2hZQy/kEQ0mJhMkAlhXnK/1iLHQPiZUoGqavmTb60NFgiSNSFq2D9fyVSreDRz9c6tv659u6T8OACFkuc4ThBsIDkiMGz/GytDvP0BCKI4eNnEIkMpp1CQTGD4D5LEUN+gL9NXtPMPwYPKrl98eulrsR2f3JA8D82sK949PneugtfKsoyfMPwHWc2rXp6TNigBdi+tnbv54Ofdw7qWzMxVK1VwOFllGLd2do3x/pVFu3W8Bs6sK9mdsiGLMbZp/IIXoobC4XDl6UFLJlpspoyRE+aNTIVdkaF0xMo3G4z3Mp97Y1bsK7ArMpQOy55sEwQwEAh2RMQxtiUlM6HnEACZe/Pe3rmG4ziSCQz/QUQuvLYic4e/3tsmCgsK1r67N0+WJHAKXqm0iSJkSc2rc5PmMCKCM6Iszdg/f6/he7WClwEVh8FhYqC7LBF+QkQ7CoXTlySVggFgjFpH6tw9lUT4GcFkZlYBDCBAyTAwTGilJ5kABgbaVSSUVkhKBZNJVitU+RMWxXSKhjNVd6uXfr156w9f15kbCKTklIPCu8+JfzWqdXvYCaIYt2pK8cWTKk5B+C9BEsN8W21/bdETfsF4kCTLr3/y/jNdood37Itm8g99OTE/U8WrCQ8QbJbscTNS+o+C3asbFm459EXX0I7fTl2tVqrQxLEr52bvXLN1QpZe6wpnNh7+ctInSxjY2r/NGtNjMByOXjoTl/OmSbDMGvHKrBGvwK644uTYj94yNtTNGzVxWsxLsCuuODlq9XRBEtEEEXGM5SXNHdVtIID3929a8MVaBePQhEzkwmtOzN3cwt0LgE0U8or3rPlum6HmqgziGNfaK2Da8MQXe8UwIoIzByoPTtk7XyZijAGQCMF6eWAbkeOg4HD+ivTpdwIRGMNPZJncPJWhkTqOw08kEcZGBgeJEOhOg8MEBQcFh4rr0iffWGViPwFgFWz9I7rtmPyBjtfiEWqN9y/V3rBJQqDeN8irhVKhgAMRGS0mUZbQDGPMXaNTcAo0c7exTq9xVSgUeAjBIlhNNgsYw4OIZBdeq+HVsGuwmGySwDGFXuvCGMODao33PHRuSoUSzRCRVRRMNgtAOl6rUfFwECTRaG4EoOHVOl4DO0ESGqxmkknLq7UqNRgDIEhCvdnEGMNDiFzUWrWKB2C2Wc2CFc0R9DoXBaeAg8lmuVR7/W5jvYfWLdQn0FWjA8CICM0YrcY3vpx7qOo4r+DxXzQgVGrjLTdaadsBW8UNWalg+AVRUITWy1clyzCZmE0Ew/8i/Kx/a/EJH9ki0LYDtgvXZKWCwY4IRNIHL895se8z+NMfBiMiNLPtTMH8A8s5cIwxOIgy/N3kYeFi2UVxd4nAwBjDL2SZdG5cWHsXGazRxPAgUYafqxwTLpZfkXYW2QhgjMHBJtq6BEdsn5Tjr/fDn/4YGBHhQXXmusQd6ZV3ryo5BZoggAGd/MSjx03V98BxeIgsU2CoRuehFkU8hPCzzn7i8ROma3eg4PAQmyi882zam8PH409/DIyI4EBEjLGPfti44lCuSqFkYHgIQ32N9W61hQMDw0NkmfR+as8WGjjFYKy13rlp4RhDM6IkBXr6fjV9XbB3AP70B8CICE1cuXdtwu5/VNXfUHFKPIRBsMrVlxslm8wYw4OISMlzviEuvIYD4WEMgk2uudQo2ogxOGUVbW8M+1vm2Dfxpz8ARkRoIuv7lfknPtMo1WiO4c4Ns7HWyuzwICLy9Ne4+2pAhOYY7t201N+2MI7DI4iS6OvmufX17J6tO+KPgABGAMP/S4yI4HC2pnz859MbbQ0c4/AgxmA1S7cqGyEDDA8hIpWaa9HGVaFgaI7BZpaqLzWSjF9nFazj+sZ/9Mp8jnF43G6YqiuNl1Wcsp3+CT3vDrubplsVxssAXJS6rl4dOcbBziJaJJCLUguH66abKqb00/rCrlE0nbhbxsAkkrx4j/YeEYyxavPtBrExzK21IAkG46VwfRslU6KJm6bqi8bLCqYQSAh1DQ5yaQnglrnGUF/Jc3yEPsyD18OuqvG6VqHx0XjfMtfIJAfq/GFnMF66Zarp5BnpwbsDuGerO3vvAmNMJMlP49NO3xaPCSMi2NkkYfbXi/aUf6NW8GiGgNoqk6lOZAzNEZF3K62bJ0+E5gi4c83UeM/GOA6/SiZZySk/e335oMg+eNw2Xdz2Y21pS5eAO9b7Uzu85qvxBrDx4qdHbh9v7xHhpfYcGxKn5JSwK7xVcq7OMCHiZThsqNjqweufCR4Ou1rL3e1X9hy6/aO/xrdfi94jWg3hGHfReHn1ubz5XWccuv3DuTrDpPavMjA0UXbv/Nc3vjt0+1gP786DA6J7+nQB8K/KHSU1R1u7Bt8yVb/ddYoHrwfw0YX8UNfgYS0Hbr9cYJVs48LGALhQV7G2fLOP2quTV+SIVkMAVDVc31W1/2jt8RDXoP4t+gwLHIDHhBER7IouH5myb75VtHKMw0MYTEax9mojiKEZWSatm8I32IXjGJphjJkbbDVXTCCG38Ei2GI79duQuthVo8NjtfHiZx68e3xQzD+OLUwIievp0xXAOsO/dArd6JBYFafiGAc7meQ15/NKan5c2TvLS+MJu/UVWzx4/ajgWDSxtGxN/xa9e/l2hx2B1pxfr+JUN0w3X2wztq17KJqxSra5JxbP7TzFReUCu/UVW9yVbs+2/suUo3P/FvZ8V+8OANZc2NDGNTim5aBtl3dbJduLYWMBHK89lX/xs0mR40Ncg5ScAg7vnV41Mnh4O31bPD6MiABYBevfC2YeuXacV6jQjEx0+3KjpVFijKEZAvmF6LRuKhCaI8LtK41mo8g4ht9BJpmBrXl53gt9RuCx2njxs9I7p/00vhbJMilyvLfGC0B+xdZvbha2dg2JbtF7SOAA2F1tuPbZ5YIAnR/Pqce2joPd+ootHrx+VHAsmni/7IOn/KKe9OsFhxpLbdrht4YGDEiNSIQzRqHxnZNLZ3aa7Kn2gN3myu2Hqo+1cvFvEE0zOqa5824APjy/oY1byLCWA7dfLjBLlpfCEgCQLBdc+2rv9QOD/J8a2zqOYxwAURaXnFn9l1ZDO3lG4vFhRATg83P73/72PQZwYGiCADA03rPduWZmjKEZWZZdPHjfIB0YHkYAQ2OdUFtlYmBwhvAwBthEsWtw+JdTP9br3PD45F/89K7lXoPY2ELrlxL+EuxyDZvVnHp0yAglU6gVatitr9haXH3EX+t331a3qOccF6UOQF7FJx4q/aiQEQAxMNi9V7bqKb+op/x6o4n5J5cM8n8qukVfOGMUGuefWDK7c7qn2gN2+Rc/vWWqEUn00/i9Gj4Odh9dyPdSeyS0Hrn2wiZXlcsLbUYDqLXc4Tm+xlz7bllOdtQCN94NgCiL75d9EBc0rJNnJB4fRkS3G+9M2vP2mdvlKk6FhzCIglR92Wg1Sxzj8CACOAV8gnUanZIID2OQRLn2qsnWKDGOwQlScAqA4SFEgiwueHby5KGJeHy2XNqhV+n7+vZcdDrn9cjxrVwCAfyrcsePtSciPcI1Cv750FE8xxuFhmVnPhwc0F+n1O69/u/B/v37+PUAsOXSziO1xyPc24a4tBre6mkGBmDF2Y97+3br49sTDkSUc+7jXj7d+vpFwZkGoXHR6ZVT2//dU+MBu82V2/QqfR/f7kvKVqe3nxCg8wNw6u7Z/IqtLV0Cqs23U8JfCnMPBVBcfbSg6itPtd4mCTM6va5W8ABEWVxxdu3wVoM6eETg8WFEVGepP3+7gkAAw0MYJFE2mwQGJ4jAKRiv4cAYnJElEiwSHk3BFGBoTpJlH1ePLsHt8PjUWGoVjPNWe11uqPLk9XreHcBty52rjdeISMWpOnq2UzCFWbLUWu4GuQQCuG25A4Kv1htAreXOlcZrMpEHr2/rHsrws+umm24qN3eVK5q4ZrrprnJ1V7nBGUmWqkw3WukClJwSdjWWWg7MR+N9paFKz7t78HrYXW6oum66GeoaHKjzhx0RVRgv1VruRno84cHrYUeg6423PNUeLkotHp//Afebf6KXY9S5AAAAAElFTkSuQmCC"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.8854439854621887
},
{
"class_name": "icon",
"confidence": 0.05674260854721069
},
{
"class_name": "other",
"confidence": 0.018926268443465233
},
{
"class_name": "bar_chart",
"confidence": 0.010918029583990574
},
{
"class_name": "photograph",
"confidence": 0.0055026221089065075
},
{
"class_name": "calendar",
"confidence": 0.004554498940706253
},
{
"class_name": "stamp",
"confidence": 0.0033165537752211094
},
{
"class_name": "page_thumbnail",
"confidence": 0.003118684981018305
},
{
"class_name": "full_page_image",
"confidence": 0.002043062122538686
},
{
"class_name": "bar_code",
"confidence": 0.001809482229873538
},
{
"class_name": "line_chart",
"confidence": 0.0015641055069863796
},
{
"class_name": "music",
"confidence": 0.0013071774737909436
},
{
"class_name": "table",
"confidence": 0.0012551608961075544
},
{
"class_name": "engineering_drawing",
"confidence": 0.0010363016044721007
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0005304067744873464
},
{
"class_name": "signature",
"confidence": 0.0005183294415473938
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003682438691612333
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00026547780726104975
},
{
"class_name": "flow_chart",
"confidence": 0.00022003657068125904
},
{
"class_name": "qr_code",
"confidence": 0.0001826904044719413
},
{
"class_name": "chemistry_structure",
"confidence": 0.0001513916940893978
},
{
"class_name": "pie_chart",
"confidence": 8.160141442203894e-05
},
{
"class_name": "topographical_map",
"confidence": 6.945966742932796e-05
},
{
"class_name": "geographical_map",
"confidence": 6.131290138000622e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.0906897841778118e-05
},
{
"class_name": "box_plot",
"confidence": 1.555269932396186e-06
}
]
}
]
},
{
"self_ref": "#/pictures/4",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.8854439854621887,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.05674260854721069,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.018926268443465233,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.8854439854621887
},
{
"class_name": "icon",
"confidence": 0.05674260854721069
},
{
"class_name": "other",
"confidence": 0.018926268443465233
},
{
"class_name": "bar_chart",
"confidence": 0.010918029583990574
},
{
"class_name": "photograph",
"confidence": 0.0055026221089065075
},
{
"class_name": "calendar",
"confidence": 0.004554498940706253
},
{
"class_name": "stamp",
"confidence": 0.0033165537752211094
},
{
"class_name": "page_thumbnail",
"confidence": 0.003118684981018305
},
{
"class_name": "full_page_image",
"confidence": 0.002043062122538686
},
{
"class_name": "bar_code",
"confidence": 0.001809482229873538
},
{
"class_name": "line_chart",
"confidence": 0.0015641055069863796
},
{
"class_name": "music",
"confidence": 0.0013071774737909436
},
{
"class_name": "table",
"confidence": 0.0012551608961075544
},
{
"class_name": "engineering_drawing",
"confidence": 0.0010363016044721007
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0005304067744873464
},
{
"class_name": "signature",
"confidence": 0.0005183294415473938
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003682438691612333
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00026547780726104975
},
{
"class_name": "flow_chart",
"confidence": 0.00022003657068125904
},
{
"class_name": "qr_code",
"confidence": 0.0001826904044719413
},
{
"class_name": "chemistry_structure",
"confidence": 0.0001513916940893978
},
{
"class_name": "pie_chart",
"confidence": 8.160141442203894e-05
},
{
"class_name": "topographical_map",
"confidence": 6.945966742932796e-05
},
{
"class_name": "geographical_map",
"confidence": 6.131290138000622e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.0906897841778118e-05
},
{
"class_name": "box_plot",
"confidence": 1.555269932396186e-06
}
]
}
]
},
{
"self_ref": "#/pictures/5",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\nCollateral Type\nLocation\nSelf Storage\nPhiladelphia, PA\nMultifamily\nRoswell, GA\nMedical Office\nSugar Land, TX\nRetail\nPark City, UT\n\nOrigination\nDate\nMay 2026\nMay 2026\nJune 2026\nJuly 2026\n\nCommitment\n$16.0 million\n$36.3 million\n$22.7 million\n$24.3 million\n\nInitial\nMaturity Date\nMay 2029\nMay 2029\nJune 2029\nJuly 2029\n\nCoupon Rate\nS + 4.00%\nS + 3.35%\nS + 3.60%\nS + 3.25%\n\n<::\nImage 1: A blue and yellow self-storage facility with the sign \"snapbox Storage\".\nImage 2: An apartment complex with a swimming pool in front of the buildings.\nImage 3: The entrance to a building with \"Sugar Land Medical Plaza 1327\" written above the door.\nImage 4: A modern retail building with a wooden facade and large windows.\n: figure::>"
},
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{
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{
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"class_name": "table"
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{
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"class_name": "qr_code"
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{
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{
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{
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}
]
},
"label": "picture",
"prov": [
{
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"captions": [],
"references": [],
"footnotes": [],
"image": {
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},
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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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},
{
"class_name": "screenshot_from_computer",
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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": "bar_code",
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},
{
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},
{
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},
{
"class_name": "qr_code",
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},
{
"class_name": "music",
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},
{
"class_name": "screenshot_from_manual",
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},
{
"class_name": "signature",
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},
{
"class_name": "pie_chart",
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},
{
"class_name": "chemistry_structure",
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},
{
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},
{
"class_name": "crossword_puzzle",
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},
{
"class_name": "topographical_map",
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},
{
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},
{
"class_name": "box_plot",
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}
]
}
]
},
{
"self_ref": "#/pictures/6",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/57"
},
{
"$ref": "#/texts/58"
}
],
"content_layer": "body",
"meta": {
"classification": {
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{
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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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{
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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": 0.0003152362769469619,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.00019808961951639503,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.00016712871729396284,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 0.00012082824105164036,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 5.266291191219352e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 5.2378214604686946e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 4.099913712707348e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 8.565624739276245e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.8329538988837157e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 745.042236328125,
"t": 512.8173561096191,
"r": 924.58447265625,
"b": 483.82279205322266,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
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]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 180.0,
"height": 29.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.915092408657074
},
{
"class_name": "icon",
"confidence": 0.04302576184272766
},
{
"class_name": "other",
"confidence": 0.011007551103830338
},
{
"class_name": "bar_chart",
"confidence": 0.009748457930982113
},
{
"class_name": "calendar",
"confidence": 0.004564822651445866
},
{
"class_name": "stamp",
"confidence": 0.0029680815059691668
},
{
"class_name": "photograph",
"confidence": 0.0027489957865327597
},
{
"class_name": "page_thumbnail",
"confidence": 0.0019410989480093122
},
{
"class_name": "table",
"confidence": 0.0019091522553935647
},
{
"class_name": "full_page_image",
"confidence": 0.0012218697229400277
},
{
"class_name": "bar_code",
"confidence": 0.0011023628758266568
},
{
"class_name": "line_chart",
"confidence": 0.0009441431611776352
},
{
"class_name": "engineering_drawing",
"confidence": 0.0008156175608746707
},
{
"class_name": "music",
"confidence": 0.0006323359557427466
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.6451746821403503
},
{
"class_name": "line_chart",
"confidence": 0.3515895903110504
},
{
"class_name": "table",
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},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0005956743843853474
},
{
"class_name": "scatter_plot",
"confidence": 0.0005674730055034161
},
{
"class_name": "full_page_image",
"confidence": 0.00025579039356671274
},
{
"class_name": "engineering_drawing",
"confidence": 0.00017904964624904096
},
{
"class_name": "calendar",
"confidence": 0.00013540055078919977
},
{
"class_name": "box_plot",
"confidence": 0.00010307403863407671
},
{
"class_name": "page_thumbnail",
"confidence": 8.595336839789525e-05
},
{
"class_name": "geographical_map",
"confidence": 6.395491800503805e-05
},
{
"class_name": "pie_chart",
"confidence": 6.325902359094471e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 5.8595654991222546e-05
},
{
"class_name": "other",
"confidence": 5.8576330047799274e-05
},
{
"class_name": "flow_chart",
"confidence": 3.333290806040168e-05
},
{
"class_name": "qr_code",
"confidence": 2.5500450647086836e-05
},
{
"class_name": "chemistry_structure",
"confidence": 2.4682247385499068e-05
},
{
"class_name": "topographical_map",
"confidence": 2.1734531401307322e-05
},
{
"class_name": "photograph",
"confidence": 1.7989952539210208e-05
},
{
"class_name": "logo",
"confidence": 1.767011417541653e-05
},
{
"class_name": "music",
"confidence": 1.4807082152401563e-05
},
{
"class_name": "stamp",
"confidence": 8.221027201216202e-06
},
{
"class_name": "icon",
"confidence": 6.213432698132237e-06
},
{
"class_name": "bar_code",
"confidence": 5.619298462988809e-06
},
{
"class_name": "signature",
"confidence": 3.946844117308501e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 1.8298111399417394e-06
}
]
}
]
},
{
"self_ref": "#/pictures/8",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/67"
},
{
"$ref": "#/texts/68"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.8854439854621887,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.05674260854721069,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.010918029583990574,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.8854439854621887
},
{
"class_name": "icon",
"confidence": 0.05674260854721069
},
{
"class_name": "other",
"confidence": 0.018926268443465233
},
{
"class_name": "bar_chart",
"confidence": 0.010918029583990574
},
{
"class_name": "photograph",
"confidence": 0.0055026221089065075
},
{
"class_name": "calendar",
"confidence": 0.004554498940706253
},
{
"class_name": "stamp",
"confidence": 0.0033165537752211094
},
{
"class_name": "page_thumbnail",
"confidence": 0.003118684981018305
},
{
"class_name": "full_page_image",
"confidence": 0.002043062122538686
},
{
"class_name": "bar_code",
"confidence": 0.001809482229873538
},
{
"class_name": "line_chart",
"confidence": 0.0015641055069863796
},
{
"class_name": "music",
"confidence": 0.0013071774737909436
},
{
"class_name": "table",
"confidence": 0.0012551608961075544
},
{
"class_name": "engineering_drawing",
"confidence": 0.0010363016044721007
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0005304067744873464
},
{
"class_name": "signature",
"confidence": 0.0005183294415473938
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003682438691612333
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00026547780726104975
},
{
"class_name": "flow_chart",
"confidence": 0.00022003657068125904
},
{
"class_name": "qr_code",
"confidence": 0.0001826904044719413
},
{
"class_name": "chemistry_structure",
"confidence": 0.0001513916940893978
},
{
"class_name": "pie_chart",
"confidence": 8.160141442203894e-05
},
{
"class_name": "topographical_map",
"confidence": 6.945966742932796e-05
},
{
"class_name": "geographical_map",
"confidence": 6.131290138000622e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.0906897841778118e-05
},
{
"class_name": "box_plot",
"confidence": 1.555269932396186e-06
}
]
}
]
},
{
"self_ref": "#/pictures/9",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/72"
},
{
"$ref": "#/texts/73"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.8854439854621887,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.05674260854721069,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.018926268443465233,
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.8854439854621887
},
{
"class_name": "icon",
"confidence": 0.05674260854721069
},
{
"class_name": "other",
"confidence": 0.018926268443465233
},
{
"class_name": "bar_chart",
"confidence": 0.010918029583990574
},
{
"class_name": "photograph",
"confidence": 0.0055026221089065075
},
{
"class_name": "calendar",
"confidence": 0.004554498940706253
},
{
"class_name": "stamp",
"confidence": 0.0033165537752211094
},
{
"class_name": "page_thumbnail",
"confidence": 0.003118684981018305
},
{
"class_name": "full_page_image",
"confidence": 0.002043062122538686
},
{
"class_name": "bar_code",
"confidence": 0.001809482229873538
},
{
"class_name": "line_chart",
"confidence": 0.0015641055069863796
},
{
"class_name": "music",
"confidence": 0.0013071774737909436
},
{
"class_name": "table",
"confidence": 0.0012551608961075544
},
{
"class_name": "engineering_drawing",
"confidence": 0.0010363016044721007
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0005304067744873464
},
{
"class_name": "signature",
"confidence": 0.0005183294415473938
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003682438691612333
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00026547780726104975
},
{
"class_name": "flow_chart",
"confidence": 0.00022003657068125904
},
{
"class_name": "qr_code",
"confidence": 0.0001826904044719413
},
{
"class_name": "chemistry_structure",
"confidence": 0.0001513916940893978
},
{
"class_name": "pie_chart",
"confidence": 8.160141442203894e-05
},
{
"class_name": "topographical_map",
"confidence": 6.945966742932796e-05
},
{
"class_name": "geographical_map",
"confidence": 6.131290138000622e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.0906897841778118e-05
},
{
"class_name": "box_plot",
"confidence": 1.555269932396186e-06
}
]
}
]
},
{
"self_ref": "#/pictures/10",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.9975396394729614
},
{
"class_name": "table",
"confidence": 0.0014680266613140702
},
{
"class_name": "line_chart",
"confidence": 0.0008392029558308423
},
{
"class_name": "calendar",
"confidence": 5.031106775277294e-05
},
{
"class_name": "pie_chart",
"confidence": 3.1735937227495015e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.211611717939377e-05
},
{
"class_name": "flow_chart",
"confidence": 1.4710676623508334e-05
},
{
"class_name": "full_page_image",
"confidence": 8.893787708075251e-06
},
{
"class_name": "engineering_drawing",
"confidence": 6.481960554083344e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 6.2298549892148e-06
},
{
"class_name": "geographical_map",
"confidence": 3.6452686345000984e-06
},
{
"class_name": "other",
"confidence": 3.308449322503293e-06
},
{
"class_name": "page_thumbnail",
"confidence": 1.6481691318404046e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.478486069572682e-06
},
{
"class_name": "box_plot",
"confidence": 6.816636073381233e-07
},
{
"class_name": "logo",
"confidence": 4.026712190352555e-07
},
{
"class_name": "music",
"confidence": 2.6683920850700815e-07
},
{
"class_name": "qr_code",
"confidence": 2.355247232799229e-07
},
{
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"text": "\n\n<::Loan Originations by Quarter (dollars in millions)\n\nThis is a stacked bar chart showing loan originations by quarter, with a table below it showing loan counts.\n\nLegend:\nTotal Loan Commitments\nUnfunded Commitments (top part of stack)\nPrincipal Balance (bottom part of stack)\n\nData for each quarter:\n\nQ2 2025:\n Total Loan Commitments: $46.0\n Unfunded Commitments: $5.2\n Principal Balance: $40.8\n\nQ3 2025:\n Total Loan Commitments: $34.5\n Unfunded Commitments: $ -\n Principal Balance: $34.5\n\nQ4 2025:\n Total Loan Commitments: $101.3\n Unfunded Commitments: $11.9\n Principal Balance: $89.4\n\nQ1 2026:\n Total Loan Commitments: $67.5\n Unfunded Commitments: $9.4\n Principal Balance: $58.1\n\nQ2 2026:\n Total Loan Commitments: $75.0\n Unfunded Commitments: $3.0\n Principal Balance: $72.0\n\nTable below the chart:\n| Quarter | Q2 2025 | Q3 2025 | Q4 2025 | Q1 2026 | Q2 2026 |\n|---|---|---|---|---|---|\n| Loan Count | 2 | 1 | 3 | 3 | 3 |\n: chart and table::>"
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"
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{
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{
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.8854439854621887
},
{
"class_name": "icon",
"confidence": 0.05674260854721069
},
{
"class_name": "other",
"confidence": 0.018926268443465233
},
{
"class_name": "bar_chart",
"confidence": 0.010918029583990574
},
{
"class_name": "photograph",
"confidence": 0.0055026221089065075
},
{
"class_name": "calendar",
"confidence": 0.004554498940706253
},
{
"class_name": "stamp",
"confidence": 0.0033165537752211094
},
{
"class_name": "page_thumbnail",
"confidence": 0.003118684981018305
},
{
"class_name": "full_page_image",
"confidence": 0.002043062122538686
},
{
"class_name": "bar_code",
"confidence": 0.001809482229873538
},
{
"class_name": "line_chart",
"confidence": 0.0015641055069863796
},
{
"class_name": "music",
"confidence": 0.0013071774737909436
},
{
"class_name": "table",
"confidence": 0.0012551608961075544
},
{
"class_name": "engineering_drawing",
"confidence": 0.0010363016044721007
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0005304067744873464
},
{
"class_name": "signature",
"confidence": 0.0005183294415473938
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003682438691612333
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00026547780726104975
},
{
"class_name": "flow_chart",
"confidence": 0.00022003657068125904
},
{
"class_name": "qr_code",
"confidence": 0.0001826904044719413
},
{
"class_name": "chemistry_structure",
"confidence": 0.0001513916940893978
},
{
"class_name": "pie_chart",
"confidence": 8.160141442203894e-05
},
{
"class_name": "topographical_map",
"confidence": 6.945966742932796e-05
},
{
"class_name": "geographical_map",
"confidence": 6.131290138000622e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.0906897841778118e-05
},
{
"class_name": "box_plot",
"confidence": 1.555269932396186e-06
}
]
}
]
},
{
"self_ref": "#/pictures/13",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\nGeographic Region (1)\nMidwest\n3%\n\n<::visual content\n: donut chart::>\n\nWest\n24%\nSouth\n40%\n\nEast\n33%\n\nProperty Type (1)\nMedical Office\n7%\nOffice\n19%\n\n<::visual content\n: donut chart::>\n\nOther\n7%\nStudent Housing\n17%\n\nSelf Storage\n9%\n\nMultifamily\n9%\n\nIndustrial\n16%\nHotel\n16%"
},
"classification": {
"predictions": [
{
"confidence": 0.9960707426071167,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.0020778204780071974,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.00043215477489866316,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.0004015121958218515,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.00023376330500468612,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.0001900038041640073,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.00016911799320951104,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.00015198680921457708,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 8.980034181149676e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 6.952466355869547e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 2.138487070624251e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 2.0763309294125065e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.8353164705331437e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.4570688108506147e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 8.968422662292141e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 7.551190265076002e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 5.710302502848208e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 5.160343334864592e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.169934416291653e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 2.8474191822169814e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.8037488871414098e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.3455002090267953e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 9.160677336694789e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 4.882158464170061e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 3.619172446178709e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.5712910794718482e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
}
]
},
"quber__figure_job_id": "cmshc85b106dweq015gqrjdl0",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "fe058cbd-0531-44fd-9299-fa6b359fbab0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "(1)",
"kind": "footnote",
"label": "Geographic Region"
},
{
"marker": "(1)",
"kind": "footnote",
"label": "Property Type"
}
],
"quber__footnotes": [
{
"marker": "(1)",
"text": "Based on principal balance of loans held for investment as of June 30, 2026."
}
]
},
"label": "picture",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 679.5816650390625,
"t": 452.6615753173828,
"r": 919.5088500976562,
"b": 76.64535522460938,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 240.0,
"height": 376.0
},
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tz59ddfDxkyRCKRgE4lIIgIOhU4jgsKCurWrdu9e/c6dOhw7969fv36nT17dsmSJbt27frqq69+/vnnESNGNG/ePC0tLTQ0NCAgYPv27a6urjExMfr6+i1atMjIyLC1tT1+/Hj37t1LS0tTUlKmT59+7Ngxe3v7wYMHW1paBgUFzZw509LSEnQqB0FE0KnAcdzq1asHDhxYUFCwY8eO0aNHu7q67tix4/vvv9+1a1efPn0uXbrUu3dvNze358+fHzhwYP369WfOnLl06dKYMWMyMzPv3Lnj6+vLcVxkZOSMGTM0Gk1paWm9evWUSmVSUtLJkyf9/f0PHjw4a9YsS0tL0KkcBBFBpwLHcevXr/f09Kxbt+7ixYuXLVvG8/zevXsXLly4d+/eAQMGlJWVHT582MLCorCwkOf5zZs3P3/+fNmyZbt3705PT9+wYcPOnTsNDQ1DQkJkMhnP8+7u7k2aNNm/f79IJELEGTNm7Ny5U6VSzZ4929TUFHQqAUFE0PlArVbTFTiOo2ma53mWZRmG0Wg0AoGAoqiSkpLCwkJzc3M9PT2hUIiIarVaJBIholqtFolEAMCybEZGhkAgsLa2pmm6sLCwtLTU1tZWLBYrlUqZTGZqakrTNOhUAoKIoKNTUxBEBB2dmoIgIuh8RC6XA4CBgQFUkMvlEomEEAIAarVaKBSCThVGEBF0KiBiRETErVu3eJ7v3r17nz59Lly48PTpU0dHx3HjxiUkJCQnJ48ePRp0qjCCiKBTARGfPXvm6Ogok8k2bdo0evToyMhIf3//sLCw5s2bP378eNiwYQ0bNgSdKowgIuh8pKCg4NGjR/Hx8cOHDz9x4kS9evVSUlIYhmncuPGQIUNAp2ojiAg6H4mJidmzZ4+7u/v06dPT0tLi4+Mpinry5En79u3Lysq6d+9ubm4OOlUVQUTQ+T2pVLp69erJkyc3atQIAPbs2VNcXAwA9vb26enpAQEBQqEQdKokgoigU6G0tPTUqVN9+vShKOrHH38MCAhwcnKKjo5+9eqVlZWVUqns3LnzwYMHAwICDA0NQadKIogIOhV4nj9//vzdu3cJIV27dh00aJBGozl69GiPHj1MTEzCwsLy8vL69evXo0cP0KmqCCKCzkdUKhUhRCgUAgAiqlQqsVgMOtUEQUTQ0akpCCKCjk5NQRARdHRqCoKIoKNTUxBEBB2dmoIgIuj8jxABAQARAYD8BijQ+VcRRASdv6PhFQquWMEWqjm5iist50oUXLGSK+FQhUhKudJsVTJDifTpOoYCC4nAzEBgbiSwMmasDRkrY8YadL4Ugoig80fK1MoXuSlxaS+TCt71bM5zgkSFpljFyxE5IIQAASAEgCbCYk7+QnaPJvAbREAABBBRxJixNmKsDAXWNuLGzgZdnSSdjBhLmghBp9IQRASdj7wuSHuRk3r73bPolIcZpXkqVoOIs75yaGCfgbyAAAW/RxOmmJMnym7TBD6GAIjAA/AIFAGGUAylZ6fXoqnRV00Me9nrtZII6oCOthFEBB0AmaosMvnB2RdRL3JSUgszOeQZSkARAgQ4jurlYjDMVaViefgvNGGKOXmi7DZN4C8g/AePwCFIaLGdfitnSef2piMc9dtRhAYdLSGICLXb06yka6/vnYy//qYoU8VpaEIJaJoAgQ/ULN+pvqlfT1qmKSZAwe/RhCnmZImyWJrAJ0IADuE3IkrY2LCnq9nYpoa9jBgr0PlsBBGhtnqS+Sok7lxk8v3s0gKGFtAURYDAf9FwfCs7q0k9aKTzECn4PZowxZwsURZLE/inEIBDoADq6rfpZDa6i9lEfYEJ6HwGgohQ+zzNSjrw6MLJhF9KlXKaogUUDX+OR95Mz2hiT8rerIzlCfweTZhiTpYoi6UJ/G8QgEMgALbixj0sZ7Q3HW4osASd/wlBRKhNMqX52+6eOJVwPVtWIKKFhBD4BGoOpves07JemYrl4fdowhRzskRZLE3gM3EICOBs0KGv1YK2dbwBCOj8QwQRoXZgOe6nxJtB0fte5b8XULSAouGTqVj+u24N2jpnqzgWfo8mTDEnS5TF0gS0gkUQEKqj6ah+1gvt9JqDzj9BEBFqgbfFmWuiD5x9cUPFqRlKAP+QhuM9m9Xr3y6PBxZ+jyZMMSdLlMXSBLQFAVgeLET2A2yWdbWYTIACnU9DEBFqujPPo5Zf35NamCESCClC4J/jEa0MJfMGooDWIMLHaMIUc7JEWSxNQLs4BALgajZqiN1aU2Fd0PkEBBGh5lJx6uDbxzfePlKuUQkoGv5XiCAS0Gu/sQFBFiIFH6EJU8zJEmWxNIHKoEGop99ymP1GF6PeoPN3CCJCDZUhzVt0Zfu5lzdoiqYJBZ8BEYQCZpFn3Tomb3mk4CM0YYo5WaIsliZQSVgEfdpghMOWzmYTCKFA588RRISaKCEnZdaFjffTnosEDAECnw2RHtbBtJtLkYYj8BGaMMWsLFEeSxOoPBwCQ4k9rRd42SynCA06f4IgItQ4jzNfTTi96nVBmkjAgJaoWXRtIJnUg1ZoFAAEPqAJU8zKEuWxNIFKxQMgQjeLCd/Yb9GjjUDnjxBEhJrl7vuEqT+tTS5MF9IMaI+a4zs6WkzqQSv5AgAKPqAJU8zKEuWxNIHKhgA8grvZ2LGOexhKD3T+C0FEqEFi3j7xPfNDdmmBkBaAVml4voGp2aSelIF+MY8UfEATppiVJcpjaQJfAAKwPHQxH/1t3Z16tDHo/B5BRKgpnmUljTm5/E1RppBmQNsQgAbBlJ6ipvYqDQf/H02YYlaWKI+lCXwZCMAjdDH3Geu4lyYM6HyEICLUCO+Ks0YeWxKfkyKiGagcSg0/vad96/qFKpaDD2jCFLOyRHksTeCLQQAOwctm8SDbVTQRgM4HBBGh+ssvK5lyLuhq0l2RQAiVRs3xozs6d3HJ0vAsfEATppiVJcpjaQJfEg8gAPHIups9LKaCzgcEEaGa03Ds1PM/HnkaIRaIoDJxPLawM/PtIacIj/D/0IQpZmWJ8liawBfGIwhp/e/qn2phPAB0KhBEBG3DChRFwX/heZ6iKNCqPXHnAi4H0xRFgEBlQgR9If3DMENCyxAJVKAJU8zKEuWxNIEvj0WwEzee0fCSpcgZdAAIIoK2FRYWnj17dtSoUQYGBnfv3r127drixYvFYnFMTIxcLu/fvz/8OUQkhMAnu/s+YfSJZfllJQKKhkqGCCJGEPi1g1D8HpGCCjRhillZojyWJvCv0PDQvs7gKfVPCigR1HoEEUHb1Gr1kiVLxo4d26pVq+Dg4JMnTx4+fNjZ2XndunUtW7b09PQEALVaLRQKoQLHcRRFEUIePnyYmZk5aNAgiqLgE5SUy4YeXnAv7blIwEDlQwABJfDzsG1on8HxFFSgCVPMyhLlsTSBfwuLMNJhQ2+reVDrEUSEShAeHo6II0eOXLduHUVRTZo06d+//4oVKwICAvT09C5evJiXl+fk5OTl5fXmzZvIyEiapjt37nz69OmkpKSAgAA3Nzf4OxzPL7u2a8ud4yKBkMAXwnKkRxP94e4aFctDBZowxawsUR5LE/i3cAhGjMVM54tOkk5QuxFEhEqQkJBw+vTpIUOGXLt2rW/fvpcvX+7Tp8/Vq1eXL18eGhqqUCi6det29uzZrl27vnjxwtzcvGnTptbW1rdu3UpOTp4xY4a1tTX8nTvv4ocfW1yqlNMUDV+KmuU71TeZ3EOgYEsACALShClmZS9ldwUUEPjXaHhoW2fA1AbnaSKAWowgIlQCuVy+bt06iqLatm3br1+/oKAgRGzfvv2gQYP8/PzMzMzs7Ozy8/M7duzo5OR08uRJAwODESNGpKSkJCcn+/n5wd9RsZpvji68nvJARDPwpSCgiuWa2ZhN7kFAkEeDWECJBERcwsleye/yqFLyHAEgBCgAQoDAl4MACDDecV9n8wlQixFEhMoRHBx8/PjxEydOODk5bdy48fTp0ydPnnR0dAwODraxsenbt29SUpKjo2NxcbGZmdnZs2d5nm/WrNndu3fnzJmjr68Pf+nI0ytTf1pLUTSBL0HDsTzyIoHQUCTpUq/FBHfnunUs9GlLARFTRMACp2ClGlSVanJyla9zVa+zlC/ylakqXsUj0AQoAl8Ai2Cv19S/4VVTYV2orQgiQuV4+PBhdHT03LlzGYa5f//+zZs3AwICGIbJy8s7dOhQcXGxpaWlr6/vgwcPbt26JRQKhw8fbmZmtnXr1k6dOnl5ecGfyyjJ/frwvMS8t0KagcqEgBzPazi2sYVj53qtejt36lyvlameEUML4M8hIIuq7PJfnxWfey2PSSt/KtfIBBQQqHRqHrztAr1sl0Ml43meZVmhUAhVDEFE+DewLCsQCKACIhJC4JNtjT2+6NoOES2EyqThWIpQLWwajGrVr18jN2dzB/jn1Lzifdnje4XhD4qPKjglDUARqDw8QB3GdknThyaMLXyad+/enT17VqFQ9OnTp2PHjoQQ+ATJycn37t0bO3YsIQSqEoKIUK0UK0q7h/qlFmUKKBoqByKqOY2zmcOcLt+Oat1PzIjgs70texidt/VZyc/lnJwmUHlYHrxsFg2xXwufoLi4eNWqVV5eXqampq9fv/76669FIhH8ufLy8hcvXnTo0OHZs2cXLlxYvnw5VDEEEaFaCX1wbu6lYAFFQ+VQc6yQFgxt3nNxj/ENzRxAq55LL5/NWPRe8YKhgECl4BAsRU5zG/1iLqoPfyctLW3dunXff/+9tbU1VGBZNi4uLisrq127dvXr15dKpSUlJY6OjqWlpSUlJa9evdq7d++sWbPEYvGFCxc8PDwQsWvXrmKxGKoGgohQfRSWlQw5suBheqJIwEAlUHHqhmaOK3pNGtq8ByEEKkGJJutcxsK4ouM8chSByqDhYXTdLb2sZsPfQcTjx4/fu3evefPm/fv3t7e337VrV2lpqYuLS3R09Pjx41mWjYmJCQgIiIuLu3//vqOj4+HDhydNmmRmZhYYGDh69OjXr187Ojr6+vpC1UAQESqBRqO5dOlSfHx8u3btPD09BQIBACiVyqtXr3bo0MHW1jYiIuLt27cDBw50dHS8f/++oaFhs2bN4O+cfRHtc2olTWhCQOvKWVU72yZ7hixpYeMMlYlFdUx+yJmMBRpeRRHQOg6hnn6bRU3vCYgIPkFaWlpkZOSrV698fX3379+/fPlyY2Pj6OjoR48edevW7fbt2/Pnz4+r4O3tHRoa+v333798+fLUqVNBQUFPnjy5cuXK4sWLKYqCKoAgIlSCq1evPnnyZOjQoQcPHuzateuAAQMA4Ny5c2vWrNm+fTvLsvfu3evYseOdO3eGDx9+8uTJiRMn2tjYwF9CxLEnl599cUMkYEDbVKymk0Oz/cO+r29mD1/E3YIDx9L9VZyMIqBdCECAmu58vqXxQPhL5eXl+fn5devW5Thuzpw5I0aM+Omnn+bOnWtra/vTTz+lp6d37tz50qVLK1asuHTpUkJCwtixY3ft2rV69erExMQLFy4sXbr06dOnV65cWbBggUAggCqAICJUgpycHIlEYmhouG/fPpqmx48f/+7du7179yqVym+++UYqlaalpfXq1evIkSMikcjV1dXDwwP+TlpxTueQSaVKGSEUaJWKVXdzartn6JJ6dWzgC7pbcPBI2lQNr6QIaJeGB3fzbyc5HYO/JJVKt2zZAgAKhcLKymratGnXr1+/fft2nTp1SkpKpk+fbmJisnLlSgsLi6ysLCcnJz8/v8DAwLp167Zt2/b+/fsBAQHx8fG//PKLv7+/QCCAKoAgIlSaxMTE0NDQWbNm2dnZbdy40cPD4/Hjx+3atevYsWN4eHhmZqa1tbVSqezXr5+BgYG9vT38pW13Tiy5toumKAIEtEfNaVrbNDo3dr21oTl8cbfzQ4+l+XOgJKBNHIKVuJ6/83VLsTP8JYVCkZKSIhKJnJ2daZoGgPz8fJlMZm1tra+vDwByuTwvL8/CwkIsFjMMUxeDe/0AACAASURBVF5erlAojI2NEZFhGJ7nWZYVCoVQNRBEhMqRlJS0a9euUaNGderU6fLlyz///PP06dPDw8PbtGkzfPhwkUiEiJs3b9ZoNIioVCq9vLw6dOgAf0KhVo48viQyOU4sEIL2cDxnomd4aHhgjwbt4d/AoeZE+qyo3BCGAu3ikJridKSj2bdQmxBEhErw+vXrgwcPjhw5smXLlgBw//79GzduMAwTHR3dtGnThQsXWlpanj9/Pj8/Pzc3d/z48WlpaY8ePZo1axb8iWdZr4cemZ8vL6YpGrQEAViODeo7bXaXb+HfU8YWb03ukyp/JKBAizQ8dDUfO94pnACBWoMgImgbz/OLFi16+vRp+/bt1Wr1wIEDu3fvDhW2b9/esWPHTp06ZWRkHDx4cMaMGTdv3rxz5w7P897e3u7u7vAnTsRH+p4OFAmEoD1qVjPQpeuh4YEigRD+VcmymN2pw2RsPkVAW3iAOoztqmavxLQhfAJEJIQAAMuyZWVlxsbGUEGhUDAVAECj0QgEAkIIVFUEEaESKBQKTQUAkEgkenp6UEGj0VAURdN0aWmpQqGwtrZGxOzsbIZhLCws4E8g4KyfN+59eF4sEIKWsDxna2T+09gNzawaQBVwOj3gas5mAQXaggA00AGNbzobdIG/pFQqN2zY0KpVq0GDBhUUFISFheXm5jZt2tTHx+fhw4eRkZEGBga+vr5qtfr8+fO+vr76+vpQVRFEhCpPyao775rwuiCNpmjQEhWr/q6T9+aBcwgQqAIKVO/WvmpfqimkCGgLj/CNw/o+VvPhL/3888+7d+8eMmSIn5/fvn37OI4bNWrU2rVru3Tp8uDBgwkTJjx48EChUJSXlzs7O/fs2ROqMIKIUOUlZKd8FTZVyWooQkAbEHkDkeT6xJ0uVk5QZZzPXHYhK4ihQFvUPLiaDZtS/xQBAn/izZs3+/fvt7e3FwqFvr6+y5cvHzp0aJs2bc6fP//+/Xs9PT2GYYqKijQajbGx8dSpU6FqI4gIVd6xZ9emnf8RAQkQ0AYVq/Zp5xUyZDFUJTnKpK3JvfNV6TQBrWARnCRt/BteNRRYwh9RKpWbN2/u0qWLXC7Pzs729fVdunSpj49PkyZNrl+//vz580mTJsXGxgqFwgcPHjRr1kypVLZv375BgwZQVRFEhCpv5fXQDTGHGVoA2sDzvKFY//Sode71WkIVc/Cdb0z+QYYCreAQ6gitZjpfravfGv7Iw4cP161b169fv/j4+LKyssDAwAMHDnh5ebVt2/bMmTN5eXnTpk0DgMuXLz958oTn+ebNmz9+/Njf39/KygqqJIKIUOX5nFpxIv66HiMCbVCy6q71Wp8bu95QJIEq5lnJ+ZDUoTwgAS1AAIrQs5wjXIz6wB8pKSn59ddflUrljRs3pFLpihUrLly4oFAoRowYsX79ei8vr65du75+/frs2bMdO3ZMSEjw8fHZsWPHqFGjnJ2doUoiiAhVm0ylGHZkQczbpyKBELRBxaq/c/Xe4jUXqh4FV7LiRdMSNocC7VDxMMkprIv5RPhLT548KS0t7d69e1FRUWhoaE5OTrNmzSZMmEDT9IULFywsLDp16hQeHp6YmNi2bdsRI0ZQFAVVEkFEqNreFGUMO7IwqSCNoQTw2RCREBLmvWxYi15Q9SBg2Jtv7xedFBDQCg0PA20WDbFfC/9EWVmZRCKBCiqVSigUEkKgOiCICFXbs6ykYUcW5siLBBQNn41HNBJJ4qYfsDO2hCrpWs76E+kLhRRoBYvQxWycr1M41A4EEaFqu5eWMOzIQplKQREKPhvLc50cml+duJ2haKiSHhed3pk6nKFAKziE1iYDpzU4TxEKagGCiFC1RaU8HHZ0IcfzFCHw2dScZkTL3vuHLSeEQJWUIo/dluyp5OUEtIBDaGjgPq/xDZoIoRYgiAhV26VfY785ulAkEII2qFj1NLdhmwbMgaoqV/l6e7JnjuoNTeDz8Qi24ibLXJ4ylBhqAYKIULWdjI8cc3K5RKgH2qBkVSt6TV7cwxeqqmJ15vYUz/eK5wICn49HMBM6rGqeJKT0oBYgiAhV27GnV8efDtQXikEbyjXKTV5zZ7h9A1VVsTpjW4pnmuKFgMDn4xHMRY6rmv3KUHpQCxBEhKrtzIvob48tkQj1QBvKNaoN/WfN6jwSqqpidca2FM80xQsBgc/HI5iLHFc1+5Wh9KAWIIgIVduFxJhhRxfqM2LQhnKNanXfqfO7jYWqqlidsS3FM03xQkDg8/EIFqJ6gc0SGUoPagGCiFC1XX51Z9iRBSKBEP4hhN8gIPwGAXn8j3KNar7H2HWeM6GqylMmb0vxzFGm0gQ+H49gLW643CWBocRQCxBEhKrt2ut7w44spAhFCIE/xyPPYwUAQKApiqZomlAURWiKMhEb2hqbmxsYGemJe9RvN7rFIAACVVKq/M7WFE8lJyOgBRxCQwPXeY1v0UQItQBBRKjaYt4+GXZkoZLVEEIAEBB+gwA88vgfgIACijYWGxiJ9SVCsZ5IKGIYa8M6VoZ1zCTGJhJ9iZgRCGgBRdMURQiYCut0s+5KEQqqpMfFZ3amfsMQ0AoOobWJ17QGP1OEglqAICJUbc+ykgaHz8srKxbRDE39ByHESKRvZ2xhYWBcR2JoqCeSiIRGehIjsb5EJNYTChkBhYA8fgAVEBEAAYWU0NO+j4gWQZUUmbPhePoCIQVawSJ0NfMZ73QQageCiFC1ZUrzFl/fqmDL7U0sLSTGJhKJoZ5YwBCaomhC0RRFEQIEePwAEBH+WmdLV1uJLVQ9CLj3zbdxRScFBLRCw4OXzYKh9uugdiCICFWbhtfEFTzIU+YRoPA3gIjwH4gI/wse+SbGjVqZtYSqR84WrnjZtJTNp0A7VDxMdArtaj4ZageCiFDl3cm9l16WQRMatIFDzkps2dWms4AIoIp5WHwi7M0oBCSgBQhAgPZveNnFqC/UDgQRocp7Whj/WppMEQq0AQEFhO5i1dlSzwKqmP1vx8UWHGYo0AoOwYSxnNXwal39NlA7EESEKu9N6btHhY8JENASDrmGRs7tzNtAVZKrTA5O/ipflUYT0AoWwUnSepbzVSPGCmoHgohQ5ZWqZdezojjkCBDQBgQU0+Letj31BHpQZVzMWvFT5iqGAm1R89DJbIhf/TMEKKgdCCJClccj/0vWjRJ1CQECWsIj39S4cUuzFlA1FKnT17xqL1XnUQS0hUfwtv+xn/VCqDUIIkJ18LQwPkn6miY0aAkPvJgSd7PuUkdkAlXAT5lLLmWvFRDQFgSggZ7bOLqhQTeoNQgiQnWQLs+4k3efJhRoD4eco6Suq2VHQgj8q1Lkd3aless0uRQBbeEB6jA2q5q9EtNGUGsQRITqQKqWxuTcUbAKilCgRYjtzNvWN3KCf085J92a3O+17D5DgRZpeOhiPnaCUzgAgVqDICJUBxxyt3Pu5pTn0IQG7eGRF9PizlZu5mIz+DfwyJ3JmHc1J5ihQIsQgEfKr/6xDqYjoDYhiAjVRGLxr89LXlJAgVbxyJuJTDtbuesJxPDF3S04cDRthhoVFGgTi2Atruff8LqlyBlqE4KIUE2UacquZ0WreQ0BLeORt9SzdLXsqEeL4Qu6X3jk8Hs/NSoo0DIND+7mIyc5HYdahiAiVB9xeQ/eyt/ThAZt45G31rNytewookXwRTwoOnbk/bRyTkoR0C4EIEBNcz7Xyngw1DIEEaH6yFbk3Mm9h4BQCTjkLMUWbc1bmwhNoDJxqLlbcPBE+mwVr6AJaB2HUFe/5eImcQwlhlqGICJUHxpeE5Nzp0BZQBEKKgGPvAEjaW3Wyk7fFiqHhtdczv4hImctIksRqAxqHkbV3dDbah7UPgQRoVpJkiY/K4ynCAWVg0eeoRgnw3qNjBtKBPqgVbnleYnFr9+WRz2SrmdRQUD7OAQLkeOcRr9Yipyh9iGICNWKgi3/JTNaySsJEKg0HHImQuNGxg3rGThShILPJlWXvpYmZ5Rlqnm1kBKlq04/lx2mCGgdy8MAmwVD7ddBrUQQEaqbVyVJ8UXPKUJBZeKRJ4SYCk0bGNaz0rfSF+jDP8cjX6QqzijLeid/p+SUFKEIEAAiIPBMHpSpfEwT0CIewISxWtzkoanQAWolgohQ3ag41a2c2CJVEU1oqGQ8IgAaC40sxBbWelZmYjMRLSRA4C9xyCk0ipzy3OzynEJlkYpXUYQiQOADAgIecuNKV5ZqsigC2qLmYbDt0q/tVkNtRRARqqE0edr9/IcECHwRPPIAQBOaoRhTcR1jxtiA0dej9RlKAEB+AwAsz6p5tZJVSjXSAmWhglWwyPHIU4QiQOC/0ERYyN5+JF0PWsIh2Og1mu18zUxUD2orgohQDfHI3869m6PIoQgFXxAC/gcgAtKEZogAgPwGAFieZZEFAALkNwCEwN8QUqKU8rBf5edpAp8JARBgnGNoV/PJUIsRRITqKb88/3buXRZZAgT+JQgIHyFA4J8gQBNS/lS2Olf1kiLwOTQ8tDLpPd35soAwUIsRRITqiUf+aeGz5NJUmtBQbVHAqPDtnZJFGiwn8D/iESQC0xkNzjsbdoXajSAiVFsqTnU7506hqogiFFRbAiLO01x7WrqLB5bA/4JFGG6/rq/1Aqj1CCJCdZavLLybe0/JKSlCQXVFaAKJZcHvymNoAv8Ui9DapP939c8ylBhqPYKIUM29KX3zqOApIQSqLQI0RSnipIuL1O8pAp+O5cFK7DSzYYSNuAnoABBEhGoOER8VPEmVvaEJDdUWBYyMf/ZQukaDSgKfhAdgiN6U+sdbmwwGnQoEEaH6K+eU93Lv5ynzaUJD9YQAQkqcpjz5XHaIIvC3EIAC0XCH9T0tZ4HOBwQRoUYoUUnv5d0v1cgoQkF1RRgK4uVr08sf0gT+AgJwPPS1nj3Ufp2ACEHnA4KIUFMUq4rv5z0o1cgoQkH1RBGBBrPipN/LuQIK/hgC8AiuZt/6OO5nKDHofIQgItQgRcqiu3lxZWwZRSiohhCAIaJi7t6DknU8sAT+gIYHN7Phox336NMmoPN7BBGhZilQFsblP5BryihCQfUkIEyqMuyV/AJN4GMIwCN0NP1mXL39YsoAdP4LQUSocfKVBffz4hRsOUUoqJZomlI+Ll2Zq3pFE/i/EIBHcDcbM9Jhm76gDuj8EYKIUBMVqoqeFcbnKwtoQkM1RAGjhvf3S5aU8zICwCPQlLCv5ZxBdqtpIgCdP0EQEWqocrb8WVFCmjyd/AYIVDcCIsrWXHoqDeEBxJTeMPsNHhbfUYQGnT9HEBFqLh75JOnrxJJXLM9RhEA1QxhKkFi2VcGnDXfY3NLYC3T+DkFEqOnSyzKeFT2Xa+Q0oQgQqCYQEYBYS/SbGje0EDcAnU9AEBFqAala+qL41yxFFo88RSio8jjk9Gh9F5MmzkYNCAGdT0QQEWoHHvn0sszEklelaikB8huoknjkKUJZ61m51GlqJjIFnX+CICLUJipOlVyaklr6tpwrpwkNVQkPPCBY6lk0NGpgJ7EjQEDnHyKICLVPkaro15LX2eXZLM9RhBAg8K/ikQcAI6FRY6OG9gb2QooBnf8JQUSolRAwX1nwpvRtTnmuklNShCJA4MtCwN8AgLHQqK5BXWej+kJKCDqfgSAi1G6FqsKMsqw0eXo5V84jT4CiCIFKxiMPAAJKYCm2cJDYW+pZ6Av0QeezEUQEHQAVp8pUZGWWZZZqZHJNGQJQhBAgoD0I+B+ANKFNhMbWetZ1DRyMhIYECOhoCUFE0PkAAWVqmVQtzVcW5CrzylgF/xvgAYAA+Q8g8GkQEADwN4AECE1omtAmQmMzsam52NxMZCqiRaCjbQQRoZrLyclJT0/neR4A7O3t7ezsQBs4npNqpDmK3BKNVMWpVJxKyanVnJIHBAACBP4IAkIFAREIKYahhBJG31hoZCEyryMyFdFCilCgU2kIIkI1FxwcnJWVVa9ePZ7nXV1d27dvD39CpVKp1WpDQ0P4h1hkVZxKyalUrKqcK5ezcjWnQUAEnkfkERF4QGRoRo/W16PFYoFYSAmFFMNQjEQgIYSAzhdBEBGquTVr1nTu3NnDwwM+KKjg5OQkEokA4P379wzDWFlZnT17NjU1derUqSYmJqAlCAgfECCg868iiAjVXFBQEM/zLVu2JIS4uroqlcqLFy8CgEaj8fPz++WXX16+fEkIadeuXXR0dFJSkr+/f7du3UCnJiKICNVcUFCQWq1u0aIFIcTNzc3c3Pzx48d5eXkXLlxYuHBhZGSkWq3u1atXs2bNrl27lpKSMn36dIFAADo1EUFEqObWrVvXvXv3Tp06QYVz584lJSW5urqeOnVq5syZFhYW9+/ff/DggYeHBwCkpqb6+fmBTg1FEBGquRUrVnAc17p1a57nmzRpcufOndLSUnd395CQkHnz5uXl5fE8n5CQYGVl5eLiEh4ePnXq1ObNm4NOTUQQEaq5ly9fJiYmEkJ4nm/SpImtre3t27cZhrGwsGjatGl+fv6jR4/09PQ8PDzEYnF0dLSNjU3r1q1BpyYiiAg6OjUFQUTQ0akpCCKCjk5NQRARqrnMzMzTp0/L5fKvv/66efPm5eXlly5dev78eYcOHby8vBQKxblz5zQajbe3t7GxcWRkZPPmzW1tbUGnJiKICNXczz//rKenZ2BgcOzYseXLlxcWFj58+LBTp06hoaGDBg169+4dRVFisbioqKhDhw5RUVEzZszQ09MDnZqIICLUCCUlJevXr58wYYKzszMAsCwbFhZmY2OTnZ1dv359IyOjyMhIhmFGjBhRv3590KmhCCJC9ff48ePt27c3a9Zs3rx5hJDCwsKtW7emp6dv2rRJo9GEh4cDgJ6enpGRkaurq4WFhampKejURAQRoforLS199erVhQsXRo8e3bRpU57nk5KSrl69am9v/8033wBAUVHRtm3bxGIxIUSpVE6YMMHBwQF0ahyCiFCdaTSa58+ft2rViqbpwMDAbt26OTg46Ovr29raXr58+fnz54sWLWJZNjQ01NjY+O3btwsWLDh69KilpeWAAQNAp8YhiAjVmUajCQkJeffunUQiQcQFCxY8e/bs2LFjdnZ2mZmZfn5+rVu3fvDgwb179yZOnBgeHp6ens7z/PTp0x0dHUGnxiGICNUcz/OpqalqtdrZ2VkkEgFAbm5udna2g4ODmZkZAOTl5QkEAlNTU41Gk52dbVwBdGoigoigo1NTEEQEHZ2agiAi6OjUFAQRQUenpiCICDo6NQVBRNDRqSkIIoKOTk1BEBF0dGoKgoigo1NTEEQEHZ2agiAi6OjUFAQRQUenpiCICDo6NQVBRNDRqSkIIoKOTk1BEBF0dGoKgoigo1NTEEQEHZ2agiAi6OjUFAQRQUenpiCICDo6NQVBRNCpzsrLyymKEolEACCXy/X19SmKkslkEomEoiioZQgiQo3A8zzLsogIADRNCwQCqAIQUaPRICJ8hKIohmFAG1iWXbNmjYeHR6dOnbZs2fLrr78GBwebmJgEBQW5u7v36tULahmCiFAjPHr0aObMmVKplOd5c3PzgQMHTpw40dzcHCoNInIcR9M0IQT+RG5u7pgxY96/f88wjFAoVKlUGo2mW7duW7duNTAwgM/27NmzoKCgnTt3Xrt2LTQ0lGXZs2fP2traHjt27Pbt29u2bWMYBmoTgohQI0RHR3t6eg4aNKhTp05Pnjw5efJkQEDAunXrCCFQOWJiYrZt27ZmzZpGjRrBnygtLd23b59UKn306FFERMSYMWOcnJycnZ3Hjh0L2hAeHv7q1au1a9cWFhYmJSUFBQWFhoba2dm9e/du0aJFmzZtsrOzg9qEICLUCDdu3PDy8tqzZ8+YMWN4nu/SpQvHcdevX8/IyDAyMiosLBQKhU2bNi0oKHj+/LlGo2ncuLGjoyMA5Ofn5+TkWFtbv3z5kuO4Nm3amJqaQoWSkpInT56o1eoWLVrY2dkhYmpqKkVRPM9nZGTcvHlz3bp1W7du7datm1KpNDc3t7e3B4DMzMyCgoLGjRuLxWL44MCBAzNmzIiMjOzcubNUKk1JSXFycjI1NUXElJQUnufNzc2zsrKsra1fv35dVlbWsmVLa2trqJCbm5uQkAAArVq1srS0hI9s27ZNpVLNnz8fAJ4/f75gwYKwsDA7O7v8/PzZs2evXLmyYcOGUJsQRIQa4caNG15eXgsXLhw8eHBcXNz8+fMHDx68du3asWPHqlSqrKwsHx+fIUOGzJgx49WrV4QQc3PztWvXDh48+NChQytXrnRwcHj79q1UKu3QoUNISIizs/OrV6/mzp2blJREUZS5ufm2bdvat2/v6+ubkJBACCkpKVGpVDk5Oebm5sOHD3/9+nWdOnUOHDggEAimTJmSm5t79OhRExMT+CAsLMzf3z8iIsLDwyMhIWFkheXLl+fk5IwYMcLV1bVHjx4zZsywtbXNyMgoLCx0cXHZvn17+/btHz9+7O/vn5ubCwAODg67d+9u3LgxfHD8+PEnT55s2LABAJ4+fTp37tzDhw/b29unpKQsW7YsODjY2toaahOCiFAj3Lx5s3///jRN6+vrMwzTrl27devWmZiYdO/eXa1Wh4aGNmvWzNfXNz09/cSJE2ZmZlOmTHn9+nVUVFRkZOSkSZOmTp36ww8/PHr0aMyYMd7e3lu3bp08eXJCQsKJEycMDAxGjhxpYWFx9OjRUaNGXb9+fevWrV5eXidPnly1atWePXv69u27ffv2TZs2RUZGmpiY9OzZc8qUKUuXLoWPhIWF+fv7R0REeHh4qFSqMWPGJCUl3bhxIy4ubvTo0adPn9ZoNP379/f29t6xY0dGRoa3t3fbtm337t3r4+NTXl5+4MCB8vLyb775xt3dfdeuXTRNQ4XXr18vWrRow4YNDRo0ePfu3dGjR6dOnWpqahoSEpKcnLxhwwaKoqA2IYgINcKNGze8vLxmzpw5cOBAAwODRo0a6enpZWRk9OnTp3v37rt27Xr9+nWvXr18fHxWr14NAD/99NO4ceOuXr2anJw8d+7cmzdvtmzZEgC++eab9PT0Q4cOeXt7y+Xyxo0b8zz/5s0biURy5cqVadOmFRcXR0RESCSS48ePz5o16+LFi66urikpKR4eHt99952Dg8OyZcsiIyNdXFzgI2FhYf7+/hERER4eHgBw4cIFHx+fffv23b59+86dOzExMZGRkT4+PidPnuzTpw8A+Pv7X7p0KSwsbPLkyTRN169fn+O4xMREFxeXM2fOGBkZQQWe50NCQlq2bNmlSxf4gGXZHTt2dO7cuUOHDlDLEESEGuHGjRteXl67d+8eN24cfJCRkdG3b9/evXsHBwenpaX16dPHzc3twIEDABAcHBwYGBgdHR0fHz99+vQzZ854enqWlZV5enoKhcJDhw4NGjRIIBAsWrRIIBBIpVIbG5uOHTuOHj1aoVCcP39eIpEcPXrU39//8uXLnTp1AoBp06ZFR0dbWFjUrVv30KFDNE3DR8LCwvz9/SMiIjw8PABALpd7enoKBILs7OyJEyfOnz//woULI0eO3LFjx4QJEwBg6NChqampBw4cGDVqlKOj44wZMwghRUVFzs7OHTp0YBgGPsLzPEVR8AEi8jxP0zTUPgQRoUb45ZdfevfuHRIS4ufnBx+kp6d7eHj07dt39+7dHMf98MMPW7ZsGTVqlKmp6b59+7p3737gwIFjx45NmjSpZcuWQ4YMSUxMvHjx4pYtW/z8/NavX79u3brRo0fXrVv3+vXrkydP9vb29vT0LCsru3btmkQiuX79+uDBgwcOHOjn59ezZ89bt255e3vL5fKjR496e3vD74WEhEydOjUqKqpnz55QISQkZOrUqQ4ODpcuXWrZ8v+wBx9wVZb94/g/n+u+73M47CmCW0BEwZ0jZ45K3JojS8WRZppZljO3qaWlppUzLbXhHpgDTcWRiHuggAgoyN4Hzrqv6/N/Hr4vXr/8l4kC6kO83w3279/ft2/fmjVrDho06MGDB1u2bJkxY8bUqVOnTZu2efPm4cOH29vbnzhxYurUqZ06dYIKj4BEBOXCjRs3Fi9ePGLEiI4dO0KRjIyMBQsWNGjQYPjw4QBgMpnWrFmzZ88eVVVbt249adIkV1fXNWvWzJgxY8SIEVevXjUajf3793/33XdlWTaZTOvXr9+xY4eqqg0bNpw0aVLNmjW/+OILk8k0ZcoUrVZrMBi++OKL0NDQN998c9SoUQUFBYGBgTk5OYcPH65UqRI87NixYxs3bpw+fXq9evWgUHR0dMeOHdu1a7dp0yZFUfbu3Tty5MjBgwfHxcVlZWV169bt/ffft7Gx0ev1K1asCAkJIaLmzZt//PHH7u7uUOERkIjgX0YtZGVlBYVWr149Y8aMU6dO+fr6CiEURYE/4ZybTCZra2t4BFVVZVkmooiIiF69eg0aNGjBggXwOEKIAwcODB8+fM2aNf369QOAPXv2jBgxYvv27Z06dTKZTFqtFv7EYrFwzq2srKDCP0Iign+3b775ZvLkyadOnWrSpAk8re+++27JkiVEdPjw4Tp16sA/MhgMc+bMWbt2bZMmTXbv3m1vbw8AO3fuHDJkyI4dOwIDA6HC00Iign+3P/7449ChQ2PGjPH09ISntWvXrsuXLwcGBrZq1Qoex2g0fv/991lZWQMGDPDx8YFCN2/e3LZt2+DBg319faHC00IiggoVygskIqhQobxAIoIKFcoLJCKoUKG8QCKCChXKCyQiqFChvEAiggoVygskIqhQobxAIoIKFcoLJCKoUKG8QCKCChXKCyQiqFChvEAiggoVygskIqhQNoQQjDEhBGMMKjwTSERQ7mRlZWVmZtaqVYsxBgAmkyk+Pr569epWVlbwdywWy5kzZxo2bKjVahljVlZW8AgFBQVhYWEtW7bU6XRQDNAuSwAAIABJREFU5OrVq/fu3XN1dW3atKlGowGABw8e7Nu3r1mzZgBw8eLFLl26eHh46HQ6qFDGkIig3Nm3b9+yZcvWr1/v5eUFACEhIXPnzt20aZO3tzf8HaPROG/evFGjRt25c8fe3r5ly5bwCGlpaUuXLp08ebKLiwsAGAyG1atX5+Tk+Pr6JiQkZGdnf/DBB5UqVdq4caPRaOzbt+9XX33Vq1cvvV4vSVKnTp2gQhlDIoJyZ+/evUuXLh01atSwYcM45wsWLAgNDf3uu+/q1KlTUFAQHx9ftWpVOzs7ADCbzbGxsba2tuvXrx8yZIiLi4skSba2thaLJSYmxsXFxc3NzWKxxMbG2tvbV65cOT09ffny5R999JGzszMAbNmyJTY2dvLkyVqtloi2bt0aHx8/bty4lStX+vn5NWzYcPny5R9++KGbmxsAODg4CCFiYmJsbW09PDwAIDk5OS8vz8vLizEGFUoDEhGUO/v27Tt9+rSiKNOmTXvw4MHGjRvNZvPo0aNtbW03b97s4OCQl5c3YMAAW1vbNWvW2NnZFRQURERELFiw4Nq1a05OTnXr1l2zZo1WqzUajf369YuIiEhJScnMzHzttde8vb2XLl360UcfOTs7m83mGTNmDBgw4KWXXoJCGRkZc+bM6dmz56ZNmypXrly3bt1t27aNGDHCzs5OluX27dt/8803QgiLxdK9e/fc3NyzZ8/a2NgoijJs2DArKyuoUGJIRFDu7Nq1KzU11WKx1KtXLy4uztnZ+erVq4MGDdq/f39+fn7btm2PHz/u4uLi4ODAOQ8KCkpJSVm0aNGUKVOOHj1aqVKlrKwso9EYFBRkMpm0Wm1CQsKtW7euXr2q1WpHjx69ePHijz76yNnZ2Wg0Tp8+PSgoqEGDBlAoLy9v2rRpkyZNOnDgQJ06dZo2bfrFF19MmTIlJCSEc25vb3/r1q0PPviAc56TkzNjxoz27dt7eHj88MMPY8eObd26NVQoMSQiKHd27tyZnp7erl27VatW2dvbT5w4cdWqVYMGDfrpp5+cnZ0bNmyYl5dXtWrV06dP+/j4dO/enXO+YMGCoKCgEydOuLi4xMXF1ahRo0ePHgCQkJCwZs2aFi1axMXFGY3Gd999d/HixR999JGzszMRrVixws7ObuTIkVDo1KlTe/bsWbhw4YYNG/z8/Jo1a7Zo0aJp06YdPnxYVVWz2YyIQ4YMAYCkpKRPPvmkZ8+eTk5O2dnZrVq1qlq1KlQoMSQiKHd+/fXXlJSUCRMmjBgxIiAg4MMPP/z4449HjhyZlJR0+vTp1q1bJyYmtm7dOj09fefOnZ06dUpKStq1a9eqVauOHDni7u7u6en566+/durUKT8/39ra+rfffuvXr98ff/zBOZ8wYcL8+fOnTJni4uICAA8ePFi2bJm3t7ePj09KSsrZs2dHjhzZqFGjZcuW+fv7N2/efP78+TNnzjx48KDZbG7duvWqVas6depkNpu9vb1DQ0O1Wm3t2rUTExPfeOMNa2trqFBiSERQ7iQmJhqNRi8vr/j4eGtrazc3txs3blSvXt3e3v7MmTOxsbGVKlVq3bq1jY3NxYsXo6KinJ2d3dzc6tatm5qaqtVqPTw8Ll26dPv2bXt7+1atWt25cycuLs7T09PDw6NmzZqRkZE+Pj4ajQYKZWRkHD9+PD093cbGpnXr1rVr1waAO3fu2NvbOzk5RUZG+vr6pqSkCCGqV69+8+bNa9eu6XS6l19+WafTnThxIjc318/Pr3HjxogIFUoMiQgqVCgvkIigQoXyAokIKlQoL5CIoNyxWCxmsxkAJEnSaDSMMbPZrKqqtbU1AHDOiUiWZahQ7iARQblz9uzZQ4cOIWJaWlqvXr0CAgI2b96cl5cXGBjYrFmzDRs2dOnSxdvbGyqUO0hEUO4UFBTk5eWpqrp8+fKePXveu3fPzs6uXr16O3bsaNiwYUxMzJgxYxRFgQrlDhIRlFM3b9786aefZs+eferUqQsXLjg5OWVmZprN5tGjR1euXBkqlEdIRFBOLV682N/fv3v37qqqhoWF6fX6O3fu6HQ6Z2dnV1fXl19+mTEG//uEEIwxAOCcS5IE/25IRFAeRUZGfvfdd3PnznVwcIBCsbGxW7ZsEULUqlUrISGhefPmnTt3hv8d+fn5Fy9ezM3N9fLy8vPzg0JhYWFXrlzp2rVreHi4qqqvvvqqra2toijwb4VEBM+JXq+3WCy2traKosCfZGZmEpGLiws8LSJasWKFg4PD8OHDoZDBYPjmm2+aNGly7ty5gQMHXrp0SQgxcOBA+B8RGxv7zTffVK9e3dXV9ebNm7Vq1Ro5cqTJZJo1a1afPn2srKy2bt367rvvhoWFvfzyy7Vq1YJ/KyQieOYKCgq2bdsWGRlJRFZWVt27d2/WrBkU2b17d0FBwVtvvQVPy2AwbN26tWvXrlWqVIFCt2/fPn/+/NChQ0+fPh0cHOzs7BwUFFSpUiX4X2A0GmfOnNmhQ4du3boBQF5e3oIFC1555RVfX9+lS5dOnDjx1q1bYWFh06ZNM5lMtra2Wq02Ly8vISGhWrVqtra2AHDnzh2dTlelShUo75CI4JlbtWpVXl7eqFGj3NzcwsPDN27cOGHCBAC4fv16v379du/ebTQaBw4cKMsyFLFYLJIkMcagEBFxzmVZhuKxWCyIKMsy/A+6cePGunXrFi9erNPpoNChQ4cuXLhQt27dtWvX9u7dOykp6fr161OmTLl9+3aHDh1MJtPWrVudnZ2FEG+99dbBgwfz8vJMJlOjRo26dOkC5RoSETxbd+/eXbJkycKFC52cnKDQr7/+GhMTwzm/ePHihAkTMjMzz58/X7NmTVmWBwwY4OjoePbs2bCwMK1W27Vr18qVK+/atSsnJ6dBgwZt2rSBf4FLly799NNPixYtUhQFCp04ceLkyZOjR49evnz5xx9/fPv27TNnzkyaNGnx4sXdunU7dOjQSy+91KFDB7PZfO7cuZ9//nnAgAGpqanHjh378ssvnZ2dofxCIoJnKzw8fPv27QsXLpRlGQqdPn36yJEj9evXv3Tp0gcffHDq1KkTJ05MnDhx586d/v7+vr6+a9eu7d+//4MHD8LDw8eMGTN58uQhQ4a0bdvW0dER/gUyMzNnzpz53nvv1a9fHwotWbLE09Oze/fun3/++ZQpU27dunXq1KlJkyYtXry4c+fO+/bte/vtt+vWrQsAu3fvDgkJ6d27t8ViIaKOHTtaW1tD+YVEBM/WvXv3Fi1aNH/+fFdXVyi0ZcuW3NzcZs2anTt3bsKECTt37szPzx86dOjevXv1er2Njc22bdtatWplMpksFkufPn02b948depUOzs7+NcIDQ3dvn37K6+84uDgcP369YyMjI8//phz/tlnn3366ac3b94MDQ2dOnXqvHnz+vXrd+fOnWvXrrVq1Uqv1/v4+Gzfvr158+Zms9nGxua1116Dcg2JCJ4tIcTatWvT09PfeecdnU5369atTZs2ffzxx5mZmcHBwZMnTw4ODjYYDEFBQdu3by8oKAgICNi5c+f48eONRmNmZmbVqlW//PLL6dOnOzo6wr9JRETE+fPnjUajh4dHx44d7ezsTCZTdHS0r69vbm5uRkaGj49PZGSkp6entbX16dOnExMTPTw82rZte//+/bCwMEVRWrVqVaVKFSjXkIjgmeOc//zzz1euXJEKvf322/Xq1cvKylq9erWXl1eVKlWEEG3btg0LCzMYDB06dAgODv7jjz8YY927d69fv/7+/ft79uxpY2MDFSo8DIkInhNVVQsKCuzt7aEYiAgRoUKFf4REBBUqlBdIRFCh2EQhznlBQYHBYBBCcCFSRG4eN1hJGiednbO1g63WWmaSwiSJSVB6oqKi4uPjO3XqxBgrKCjYs2fP7du3X3rppe7duyclJe3evdvd3b13795ms/nYsWOdOnWytraGfx8kIni2LBbL7du38/LyENHBwaFOnTpZWVm3bt2qV6+eq6trdnZ2Tk5OjRo14MVQUFCQl5eXnZ2dkZGRl5eXn5+v1+sNBgPnnIgAABGPsuhjyVcUJkmMMWQaSXa1carp5OnjUq2Wk2ctZ8/qTpVrOnlayRp4WteuXZs/f76jo+Pq1asZY6tXrzYajT179vz++++bNGkSExPTuHHjW7dueXt7WyyW7OzsoUOHIiL8+yARwbNlMBj279+flJRUUFBw586djz76aN++fba2tvn5+aNGjQoODnZ3d+/atSs8P6qqpqWlJSQkpKen5+Tk5Obm5ufnAwAWgT9hjIVIUSEPLitMAgCC/6D/EESchCBhJWuqO1au4ehRx6166xqN2tZq5GbjxBDhScTGxkZERISFhX366aeMsdmzZw8aNCggIODo0aOnT5/W6XQ9evS4fv16fHw8EY0bN87W1hb+lZCI4Dk5evTopUuXunTpcvjw4alTpy5btszZ2TkjI2Ps2LE6nQ6eOYvFkpqaev/+/ZiYmOzsbFVVhRCIyBhDRHgExlgIiwpJuqwwCf4OEXESquAIoJU1jla2bWo16uzdomV1/7puNaHYbt++vXnz5tmzZ2s0ms2bN8fGxrZq1WrXrl3dunXz9vbeunWrm5ubwWDw9/evXbt2jRo1rK2t4d8HiQieB7PZPHfu3L59+9arV2/lypWpqalubm75+fn9+/f38/OTZRmeoaysrMjIyISEhLS0NKPRyBjDQlAMjLEQFhWSdFlhEjwOAf2HKjgXwsulausaDQY26NK6ZiOdooXHuXHjxs8//zxr1iytVmswGM6fP3/y5Mm7d++uXLnSzs4OAK5du7Z9+3Zra2tEVBRlzJgxtra28C+DRATPw9mzZw8cODB79myNRmOxWPR6/cmTJ6OiomxsbPR6fWBgYEBAAJQxApGamnLtyo27sXcNBgMAMMYQEZ4EYyyERYUkXVaYBE9CFSoXwkrW+rnXGtWsV2DdlyvbucKj3bhx46effpo9e7ZWqwUAIpo/f36XLl1atWoFANnZ2atXr65evXpmZub48eMXLFjQr18/Pz8/+JdBIoJnjog+++yzpk2bdu3aFQqlpqauX7+eMebt7V27du3g4OApU6ZotVooK5Rljk8whCXFFNwKzUMGiAhPhTEWwqJCki4rTIInR0QqcQRoUNlncKPXBzd6zdnaAf5ORETE9u3bp06dqtVqAWDfvn1RUVEffvihJEkAsGvXLovF8tprr61YscJkMllbW3/wwQd2dnbwL4NEBM/c1atX165du2jRInt7ewCwWCxr1qypV6+e0Wi8fft25cqVU1NTx48fL8sylIF8S+rd/JPpxigOJknoEk64Z6bpGUN4KoyxEBYVknRZYRI8LQKwcAsC1nWr+VHbwb3rd7DR6OBhQghVVTUaDRQyGo2KokiSBABElJSU5OjoaG1tXVBQkJaW5u7ubmVlBf8+SETwzCUmJubm5vr5+UGh/Pz8c+fOtW3bVghx/PhxvV7fvn37SpUqQWnjZL6ffz6h4LyR5zCUAJBJqI9xiQ0TwAQ8FcZYCIsKSbqsMAlKhgBUrkpM6li76aR2Q9rWagQVnhASEfw7pBuj4/JDcyz3ARCBwf9BgWa7+FDbnHQjYwhPjjEWwqJCki4rTILSQEQmbnG0shvxUo8P2wx2s3GCCsWGRATlnSqMsfrQhIILHMwMJHgYkygv0iPuogkYwZNjjIWwqJDkywpKUHoECQtX29RsPLPTyHa1GkOF4kEignJNr6ZF5R7MNMUgSggIf4XEzDYxR+3y80yI8KQYYyEsKiT5soISlDazarGzspn2StC7LfpZyRqo8DhIRFB+pRkjo/MOF/AMBjI8GpMw+2bl+CsGJsGTYoyFsKiQ5MsKSlAGuBCI+GbDVxe9Ps7Z2gEq/CMkIiiPOFnu5Z+L04cKsCBI8I+QCZHnGBdqnZ9rQIbwJBhjISwqJPmyghKUDSIycXPrmo2+7jGpvrsXVHg0JCIodwTx6LwjCQXnARABoRgYY5lXKiXcMiEjeBKMsRAWFZJ0WWESlCWTaq5bqda6vjOaVfWDCo+ARATlCydzVO6RRMMFBgwAoZiQIM8x6qjGYrYAQvExxkJYVEjSZYVJUMaMqrm2k+eKHh93qdMCKvwdJCIoRwRZbuf+lmS4goAACE8CkWVe8kiI1DMJodgYY0dZ1JGkywqToOyZucXDznV1n2ldfFpAhb9AIoLyQhXGyNzfkozXGDAAhCeEEpnTHOJP6YwmIyJC8TDGjrKoI0mXFSbBM2FSLVUdKq3tN+OV2k2hwsOQiKBcIBK3coKTjJcRGDwlYqhJOuecFmdCBsXEGDvKoo8kXVKYBM+KmVtqOVfZMnBeY09fqPAnSETwv0+AGpd36q4+lCGDkmCCp7tFHQchOBQPY+woiz6SdElhEjxDRtUU4O798+DPvF2qQYUiSETwvy83Lzsqf38O3EGQABBKAElKOls57b6eSQjFwBg7yqKPJF1SmATPlkk1v1an1ZaB8221OqhQCIkI/scZDIakB0kCLLnW13JYpCCBgPC0UCJjgnPsWVnlFkR4LMbYURZ9JOmSwiR4tgjArJrfa9l/4evvaWUNPFtUCAvBCwOJCAD0ej3n3N7eHhHhYUlJSfb29jY2NlFRUenp6S1atJAkCQDMZnN+fr6tra2iKPD8cM6TkpIMBgMCA0YGXUyGdIGTisDg6SAxrrt/yj4zycwkeCzG2FEWfSTpksIkeOYECYZseY9JQU27wzNEREIIAEBExhi8MJBzfvDgwVOnTgkhGjZsOHDgQFmW4U+WLVvWrl07d3f3hQsX9u3bt2PHjoyx27dv//zzz2az2cbG5r333nN2diYiRIRnLi0tLTs7GxHhvxCBmawSMpRwM+UhMHgqKAnjvcp3zqoAAh6HMXaURR9JuqQwCZ4HVXB3W6f9w5bXc68Fz4oQgoigEGMMEeHFgAkJCQsXLpw1a5aDg8OdO3fq1q0ryzIRqaqqKAoALFmy5JVXXrFYLCdPnpw6dSoACCEWLVoUEBDQs2fPmzdvVqlS5c6dOwkJCT179mSMAYDJZNJqtVCEiIQQkiRZLBZZlhERCnHOAUCSJChisVgURYFiy8vLS0lJgYchSBYlI8vqfAGlIkjwVJBr7x13ycnIR4bwjxhjR1n0kaRLCpPgOTGp5p5+7Te8MdNWq4OyR0RCCCiCiIwxeDFgenr6nDlzunbt2rlzZ41GAwDx8fGHDh0qKCho0qRJ+/btly1b5u/vf/HixbCwsJkzZzZp0gQAvv76a5PJNHToUHd39+zs7EWLFt25c+fjjz/28/MLDg5OSUlxcnLq06ePlZXVrl27cnNz/f39EfHixYtarbZXr14eHh4XL14MDQ21s7OTJKlFixZ+fn4hISE3b960s7MLDAz09PSEx7FYLA8ePDCbzYgID0NiXDbkWF/KhRgkBoDwhJgE+hi3uPOCkMM/YowdZdFHki4pTILnhIAsnC96fdwHrQdBGaMiUASLwAsAiejmzZs7d+5MTU3t3bt3mzZtFi5c6O/vX7NmzR9//PH9998/ePBg8+bNU1JSTp8+PW3aNFdXVwBIT0/fuXPn9evX/fz8goKCduzYER0dPWHChJ07dwohAgMDjx8/npubO3jw4Pfeey8oKKh169YJCQlGo/H8+fMajaZnz54LFy4cPHiwo6PjokWL+vbtW7Vq1a1btw4aNOjGjRuJiYlTp06VZRn+UVpaWnZ2NiLC3yKGspqjvZYt3SIiBIQnwggMtvdCbXMyjExCeJgQggoBAGPsMIs8mHRBgzJDJjHGEBkyeLa4EO52zkdGrqrtXAXKkhCCiOBhWASeNyQiKHTr1q2VK1cOHTr0q6++atq0qbW19YMHD958881jx461b99eCHHy5MlJkybBn+Tk5CxatKhjx45arTYyMnL06NGTJ08ePXq0t7d3amrq4sWLx44du2nTpunTpzPGfvnll9RCnp6ebdq0OXz48KxZswDgp59+cnFxSUxMDA0NbdasWX5+PmPsww8/lGUZHs1gMCQmJsJj4H/ka6OzlSsWMiIweBIoUe6tyvcuW4AJAKBCQgjGmK2trbW1tUaj0Wq1sixfZ8mXMu5YuCWjICc1Pytdn5Vt1EuMyUzC/wCEZ8KomkY067WixyRFkqHMCCGICP4CERlj8LxhZmZmWFjYSy+9lJOTs2zZsrFjx/78889du3atW7duREREs2bNli9f3qlTJ1VVf//99xkzZgCAEOLUqVPu7u5VqlRZunTpyy+/rNFozp49O3HixNWrV3t4eHTr1u3EiRM3btwYPnz48uXLZ82aFRcXt3r16vnz5x8+fPju3bsjRoyYP3/+e++95+zsPHfu3G7dujk5OR09evT9999PTU1VVTUgIAAejYiSkpLy8/MRER4DkdBklZipuWCiHAQJig8JjDYxR+30uQWMoaIolSpVqlq1qpubm729vbW1tVarlWUZ/iSjICc1Pytdn3U3M/H3mAuhsZezDLkm1SxLsoQMyhgnYaNY/fzmZ694NYOyIYQgIngExhgiwnOFBoPhxx9/jI6OFkJ07ty5a9eut27d2rZtm8Vi8fX1feuttw4cOFC/fn3OeURERK9evaDQ77///ttvvzHGPD09x44dm5OTs3LlylatWjVv3vzHH3/Mzs62sbEZPny4TqcLDg7u3bs3AGzatCktLc3BwcHLy6t79+4XL17ct2+fg4NDYmJix44dAwMDf/nll5s3byqK0qdPnwYNGsCj6fX65ORkKDYkxrU56ZpzBkhBYAAIxYQi95Z7QaKjl3et2rVru7i4MMageARRRn52aOzlPTdPHIsJzzLkKpLCEKEsmbi5i3eLXW9/IUsylDYqAo+AiIwxeK6QiACgoKBAlmWNRgNFOOeSJMGjcc6NRqONjQ38haqqsizDX3DOJUkCAL1ef/Xq1SZNmnDOv/jii169ejVt2hQAhBCMMfhHRJSYmGgwGBARig2BCcmQZXVRz2KBEADhHxEIALJTPDzlVs6Kj7W1Dp6WIPoj/tqGC3t/izybY9BrZBkBoWwQEEO2ffCizj4toLQJIYgI/oTgvxD+H0RkjMHzg0QEz5zJZNq4cWN8fDxjLCAgYODAgYgIxaPX65OTk+FpIKDQW9/MYjcFcQSERxCkWkkO1WxaVLFuKqMVlAYCunD/1rxj647fvYiAEmNQNoyquUfdtpsHzbOSNVB6iEgIAQ8j+C+E/wcRGWPw/CARwXNSUFBARDY2NlBsRJScnKzX6xERngIhMjLoYtOlC5zMCAweRkAAwkVTx8uuo51SGUpbjlG/Nmz3V6e35hrzFUmGMiBIWMnaXwcvfMWrGZQSKgLFwBhDRHhOkIjgf4fBYHjw4IEQAhHhaSFIZk1ShjbcRFkIEhQhEAzlatYtatm2l1CBMnMm/uqk4OXXkqM1kgJlwGgxD270+oY3ZiJCqRBCEBEUDxaB5wGJ6P79+9u2bTMajb17965fv/6dO3cOHDhQp06d119/PSMjIzw8vEuXLrIswwsgLS0tKyuLMQYlg8BUJTtLF54vkhAkACAQDOQ69l09rRsjIJSxiOS7Y/d8fj7hhlbWQOnhgoiYRmK1KzkcGLbS3cYTSoyIhBDwJLAIPHOYmZk5b968bt26OTg4bN68+Z133tm7d2+bNm3Cw8NbtmwZFxdnZ2fXq1cvRITnjXMeHx8vhIDSgMSEbMzRXcnBaCCQ0crXvmtlXQMoY0IIzrkiKXGZDyYe+OrInXMaSYGSIQAi4BwrO9hUcs5rUNss2d7qUfWTrh7TocSEEEQET4gxhojwzGFERMT333+/ZMkSAFi4cKG/v//169cHDhx48uTJ3NxcIpowYYIsy/ACyMvLS0lJgVJEiJLI1V7PkaN87bt66BpCGSMizlUhCAA1kpKQmzpk+6yw+zc0kgJPhQsCYhpZcneQG3iZbR1jHByy9GquRUA9u3bjvYOtJDsoASISQsCTQ0TGGDxzmJ2dvWTJEh8fHwcHh717986dOzclJWXPnj1Vq1ZNTU195ZVX3NzcvLy8NBoNPG/Jycl5eXmICKWIABDs3CR3h1pQ9vh/CA4EAAgAGkW5nBj59raZcVlJiiRDsREACeACKzvoPN3y/WoYrRyiBMtTSRUCEIAINMzmfZ/9vnavQAkQkRACngpjDBHh2UIievDgQXh4+K5du5o2bfr+++8jIgCcOHHi9OnTRCTLspOT0/Dhw7VaLTw/FoslMTHRYrEgIpQeIrKzs3Ov5I4MoYwJITjnRPBnGlnZFxE6ctd8E7cwRHgcLohI0srMw0mpXyvfwfmerV1GvpoHBP8/ZgH9qszp7jkbngoRAYAQAkqAMYaI8AwhEQFAdHT0xo0bJ0+e7OjoCADJyckbNmyoUaOG0WgcMWLEggULhg4dWrNmTXh+9Hp9UlISIkKpkmW5atWqsixDGSMizrkQAgDhTxBQluQFv69bHPqjIsnwCARAArjAKk42rk65Db2Nsk0kSXqVuBCA8Dc4QT37Vyb6hDCU4MlRESgBxhgiwjOERGQ2m5csWdK8efMuXbpAoe+//97T07Nx48bLli1DRHd39zFjxuh0Onh+0tPTs7KyEBFKlaurq6OjI5Q9IQTnnIgAEB4mM+lBbtobP0+9lhytkRR4GBcEJGlk9HSS69UqcHCJt7XNyFfzgeCfEYCN5DTPP8pOdoUnJ4QgIigZLALPClIho9Go0+mgEBHdu3fP09NTUZS8vLysrCwPDw9FUeD5IaJ79+6ZzWZEhFJCRNbW1u7ulWVZgrKnqqoQAv4L4S80svLLlcOj9y5CBAQEAAIQAkgwDycrD9c8v5pGxfY2SAWq4IIA4fEIgCEb57U/wCEQnpwQgoigxBCRMQbPChIRvPDMZvP9+/eJCEqVu7u7jY01ADLGoCwJIVSVw6MxQLNQB/8648idMAllIEkjY1VnTd1a2Q7trZbqAAAgAElEQVROibZ26flqARA8KU7Q3WNa7yoL4QkJIYgISgljDBHhmUAighdeXl5eSkoKlCqtVuvh4YGIAMAYQ0QoG0TEOReC4B9pZGXPzRNDts/3cNC6Oec29DIw22hg+aoQggDhaVgENHR8dbx3sIQKFBsRCSGg9CAiYwyeCSQieOFlZGRkZmYiIpQSInJzc7O3tyciAMAiUNqISAjBuYDHkZiUnp/z+eXxOfJJO7sMAzcCQQlxgspW3hO8D1ay8obioSJQqhhjiAhlD4kIXnhJSUl6vR4RoTQQkUajqVy5sqIoRASFGGOICKVNCOJcJSIAhMfRMOVA2uw9D+YhAEIpIAAZNRO8D9a17wjFI4QgIihtiMgYg7KHRAQvNiFEclJygaEASgkR2drauru7ExEUQUTGGJQqIuJc/AcUj4TyPcPlpXdaWciMUDosBOO9djZx6gvFQERCCCgbjDFEhDKGRAQvtvyC/Lv37lrJVjqNFSITQnDB6f8AQSEigifh6upqb29PRFAEi0DpEUJwLogIigeBWYRhcXTTJHMUg9JhFjCsxrcdKo2FYiAiIQSUDURkjEEZQyKCF9v1mBuz1s5mKOm0VhpZqepWrU5VHw8XDycbR42iZYgaWSNLssQYIiMiIQQnToXg7yBilSpVFEWBh2ERKA1ExDkXguAJIABsTRh1KvMHBaFUWAT0qjKzl+c8eBwiEkJAWUJExhiUJSQieLGduHzyrTlDOOcAgIiyJCuyIjOZMQYA7k6VfKr6VK9U3cXeWafVaWVtJadKrvYudtZ2VooWkQnBuRD0f4AAQFEUT09PRIS/YIwhIpQGzrkQggieiIJKaMbaH+6PURiUCouA9m4jhtXcAI8jhCAiKEtYBMoMEhG82A6dOzRs/gidVgdFiAiKCBL/RYIKaRWNu7O7i72LvbW9RtFoZE0N9xp1qvpUdnZ3tHVUmMKQOTg4VHavDI/AGENEKBkioaqCiOAJKUy5nnPo27juAjhCKeAEDR27jvPaz1CCRyMiIQQ8E4wxRISygUQEL7ZdJ3a/+8V71lbWUAxEJEj8FwkiQkRZkhVZkSWZIUNAVweXd/u+O/jVQUII+DuMMUSEkuH/JeDJyajEFJz9LrZHnprJEEqOE1S3DpjuFy6jFh5NCEFE8DiMMSoETwIRiQiKMMYQEcoGEhG82DYf2vrxyk90Wh08LSKCIvnG/AWj573bZwznHB4BERlj8LSISFVVIngKEipJxojv4rqnmGIlhJITBC6aqvP8IzXMGv6CiHJycmRZtra2JiJEJCJ4tJSUFJ1O5+DgQETwaIhIRFBECIGFAICIEFGSJCgbSETwYlu9e+3s9XN1WisoDQaTYdkHXw5+9U3OOTwCIjLG4CmRqor/gKfCUM4y3/s2rsc9w3UZoeQEgZu25tz6EQrTwcPy8vI2btz44MEDIUTfvn1btmypqipjjIjgLxhjRLRq1Sp/f/+OHTtyzhGRiKAIIgIAESGiEAIRAQAROee//PJL06ZN69WrJ4TYvXt3tWrVmjdvDsV2+PBhHx+f2rVrQzEgEcGLbfXuNbPXz9NpraA0GEyGpeO/GNL1bc45PBoiMsbgyQnBVVXA05JQzjDHfxfX457hhoxQcoLAw6rOzHpXFWYFDzt8+PCZM2fmzZt37949zrlOpwsODh4wYICtrS0AEBEAICIAMMbMZjMifvvtt/Xq1evSpQsAGAwGrVbLGOOcS5JkNpsZY7IsG43GLVu2dOnSpVq1agCgqur8+fO7d+/eokULAPjqq698fHx69OgBAGazWVEURIS/Y7FYFEUBgNu3b7u5ubm4uACAxWJRFAWKqKrKCkERJCJ4sa3ft2HGmpk6rQ5Kg8FkWDx20fDuwzjn8GiIyBiDJ6eqqhAET0tCJc0c821sjwfGWxJCyQmCqtb+M/wuyKiFh509e3br1q3vvvtuQEAAAGzatOnHH38MCgpq2LBhRkZGx44dY2Ji4uLiOnTocObMmfDwcHt7+4iIiF69er388ssHDx6Mjo52cnLq06dPfn7+kSNHLBZLQUFBnz59kpKSZs6c2aVLl2HDhnl4eJjN5rlz5/r7+zdu3FgIsXXr1jZt2nTu3PngwYPR0dFWVlaBgYFubm6hoaFdunQxGAynT5/u1KlTeHj4hQsX7O3t+/Xrd+3aNW9v79TU1CtXruTm5mq12oEDBzo4OJw+ffr8+fP29vZarfbll1/28vICACQieFEJQYzhxuBNU7+brtPqoDQYTIbPxswf1XMk5xz+EWMMEeFJCCFUlUMJSKikGCO/jeuRbIqWEEqOE9SyaTKl7h8yauBhqqr+9ttvJ06cUBRlzJgxGRkZa9eunThxYkpKyrlz56ZPn37q1Klz58517tx58+bNw4YNE0J8+eWXo0ePNhgMoaGhffv2PXv2LBG1bNny888/nz179oULF3Jzc99444358+f369evTZs2Op2Ocz5lypScnJwaNWqoqnr9+vWxY8cKIU6fPj1s2LCYmJiTJ0++/fbbmzdvnjVrVnZ29tdff/3+++8vWbKka9eutra2DRo0+Prrr1999dXIyMjTp09PnDhxx44dDRs29PHxWbduXVBQEOf8888/HzVqVMeOHQEAiQiehKqqRKQoCvxFUlKSvb29jY0NFI8QQlVVjUYDf4cKMcZ+OvLzxBUfWWutoTSYzKYJ/cdNHTqVhCD4J1gEikcIwbkgIigBGZX4ggvfxnXPsqRICCXHCbxtW37ie1JCDfwds9n866+/xsbGBgUFrVu3bubMmeHh4adPn54yZcrZs2fDwsIqV66cmZk5btw4AFi7dq2Pj8+FCxeio6P9/f1zc3NdXFwaN2589OjRTz/99OLFi0ePHp0wYcLChQtHjBhRq1YtIYSqqgsWLOjUqVOrVq2EECtXrqxfv35UVFSdOnUCAwOJ6NNPP23Xrt3Zs2enT5+enZ29YsWK6dOnnz179uTJk9WqVRs4cOC6des6d+4cExNjMpnefvvtPXv2GI1GrVabnJw8duxYAFi3bp2Pj0+HDh0AAIkICkVGRl67dq1nz55arRYAUlNTQ0JCunbt6uzsDH8SHh6emJjYu3dvKJSdnZ2cnOzr67tv376LFy+OHDmyRo0a8DgJCQkAYDKZwsPDBw0aBH9HCEFEkiQdOPPbyIXvWGmtoDRYVEu3lwO/+XilxCQign+EReBxiIhzLgRByWiYci3nt2/iehGoCKWAE/jatf2ozjEJFXhYRERESkpKs2bNDh8+fPv27aFDh3755ZeTJ09OSUnZsmXL9OnTt23blpiY2KNHjx07dnz44YdENH369KCgoNzc3Ojo6JEjR8bHx1tbW+fm5h44cGDOnDnnzp37/fffJ06cOGfOnL59+zZr1owxpqrqnDlzAgMD27RpQ0RLliwJCAgwGo2RkZFjxoy5e/fuL7/8MmrUqNWrV48fP/7evXvr169fsWJFcnJypUqVli5d2rlz58uXL3fq1CkmJsZkMg0dOnT79u0mkykgIGDjxo0ffPABIs6ZMycoKKhDhw4AgEQEhXbs2DFr1qzvv/++ZcuWAPDjjz8uWrRoz549vr6+8CeHDx++e/fu8OHDr1+//tJLL8XHx9+8ebNTp06LFi3q06dPw4YNoRjOnz9PRFZWVocOHZoyZQr8BREJIQBAkqSTl0KHfzaSC46IUGKc8zrVfYKX7tMqWiKCx2GMISI8jhDEOSciKBmFKaHpazfdH6NhUCo4QQOHruO99zOU4E+IKD4+fv369SaTSZbl4cOH165de/369UajcfDgwTt37nzw4IG1tbWvr2+vXr327dt3/vx5Ozs7rVbbtWtXLy+vLVu2xMTEaLXaoUOHCiEuX77cr1+/O3fu3Lx5s2fPngcOHAgPDx81alS1atVUVd25c2ejRo18fX2JKDg4uGrVqv7+/ps3b46NjWWM9e/fPyAgYM+ePWFhYc7Ozvb29m+99daePXsiIyMdHR2HDRt29uxZf3//1NRUi8XStm3bsLAwk8nUrl270NDQkJAQZ2fnxMTEHj16tG/fHgCQiKDQ/v37v//++w4dOnzwwQcFBQXz5s2LjY2dN2+eRqNxdXW1s7OLi4tzdXUNCwuLiYmpUaPGunXr3nvvvQYNGhiNxszMzCVLlvTq1SswMPDGjRv3799v2rRpzZo1U1JS0tPTY2Njvby8NBrNlStXGjVq5OXllZ6eDgCJiYm///77G2+8odPpXF1dMzMzs7Oza9euDQBCCCICAEmSwiMujFg4KlufLTEJSkwQ2elsfl951N3ZnQsOj4OIjDH4R0TEufgPKClkgDuTPjmctkxBKBUWAV3cx71ZfRX8CREJIRhjiJidnW1vb88Y45xLkgQARISIZrNZo9EAAOdckiRVVVkhABBCMMbMZrNGoyEiAEBEzjljDBE555IkAYAQgogAQJIkAOCcA4AkSQAghGCMmc1mRVEQEQoJIRhjUIRzLkkSPEJ6enpMTEzjxo3z8vK++uqrt99+28/PDwCQiKDQnj17IiIi8vPzx40bFxcXd+LECYPBMGjQoP379wcGBjZo0GDZsmVt27YtKCi4deuWh4fHDz/8MGrUKEdHx9DQ0FdeeeXLL7/s0aNHixYtLl26ZG9vf+LEiSlTphw5cuTAgQN9+/Y9fPiwq6tr48aNf//99/nz5x8/ftxsNjdo0ODYsWMBAQFXrlyZOHHi5s2btVrtwIEDiUgIAYUkSYq6FzX8s1HxyfGyJEOJEREirpi4rFe7npxzKAbGGCLCo3HOhRBEUIQAEJ4cAlrItPTOy/cN1xhCqTAJGFr9647u78OfCCGICACwEBWChyEiEUERRAQAIoIiiAgARARPCxEBgIgYY4gITyInJ2fjxo1paWlE1Lp1627dukEhJCIotHPnzszMTDs7O1VVU1NTW7RoceTIkf79++/du7dHjx4NGjT46quv2rZtazAYoqKiunfv/t13382cOfPGjRsHDhz45JNPvvjiiyFDhri6uu7fvz8xMfH8+fNz5869evVqTk7O6NGjly1b5u3t3aNHj3nz5vXt2zcyMtJkMjVs2PDIkSOjR4/+7LPPgoKCtm3bNnjw4Nq1a3POoYjEWGZuVtBnIy/cuqBRNFAaTBbTW13eXDphCecciocxhojwd4hIVVUiKDmGcoLhypI7LS1kRigFBCAI3vfe19CxBxQRQhARFJEkCQA454jIGIMinHNJkqAQ55wxhoiccygDWASekF6vl2XZysoKiiARQaEdO3akpaX1799/3LhxtWrVmjlz5sKFCwcPHrx79+5XX321efPmkyZNGjRokMFgiIyM7Nq16zfffLNgwYIbN24EBwd/9NFHn3/++ZAhQ44ePYqIgwYNmj179qhRoyIiIiwWy+DBg7/99lsfH58uXbosWrSoW7du0dHRRqOxUaNGhw4dmjRp0tatW2/evOnh4TF+/HgAEEJAESw0atGYA2cPWGmsoDRYLBZ/r3qbPt3k4VKZCw7FwBhDRPg7/L8ElAaFKb+lfLYn+VMGpUMQ2CpOH3gfqmnTHIoIIYgICkmSlJKSgoiurq56vf727dtmsxkR3dzcvL29U1NTb9++7efn5+7unpGRkZOTU6NGDSgbjDFEhBJDIoJCe/fuTU1NfeeddxYsWFCnTp0BAwbMmTPnrbfeio2N3bNnT40aNW7cuDFp0qT8/PyoqKgBAwbMnj27Ro0ajRs3Pn/+/NixY5cvX/7mm2/euHHj2LFjNWvWvHLlypQpU27dumU2mwcOHLhu3TovL6+OHTt++eWXr7/+ekxMjNFoDAgIOHr06Pvvv3/37t0JEyZMmzatdevWnHN4mCRJs9fOWbd/g0bRQGkgIsbYdx9/83qr1zjnUDyMMUSEhwkhOOdEUHIMJQPP/i6uV6T+tIxQKlSCqrq6E7wPumhrQiEiEkJAIUQMDw9ftGjRG2+88fbbbycnJ+/fvz8/Pz85OZlz/uGHH27YsMHBwUGv17/zzjv79+93d3cPDAwUQkAZQETGGJQYEhEUUlWViBRFEUJgIbPZLMsyY+zBgwdE5OLiotFoiEgIoSiKwWAoKChwcHAgIkVRzGazoigAkJSUREQuLi4ajUYIAQCyLFssFsaYJElms1mWZSEEADDGOOeKoty9e3fdunUzZsywsbERQsDDJEnadmz75G+mEhEiQokRUb6hYECn/is/XI4MiQiKAYtAESLinAtBUBoUVC7m7Fwf/6YAC0LpsAio59DuA+9DCtMBABUBAEQ0m8179+69fPmyr6/v8OHDOecAwBj79ttvXVxc/Pz8goODZ8yY8eWXXzo7O2dkZIwdO9ba2loIAWUDERljUDJIRPBc3bhxY8OGDe3bt+/duzfnHP5CYlLU/ajun/QymU2ICCXAORcCbHS6lk3qtWvt3e+lcQ6a6kQciocxhohQhIhUVSWCkkNAAlob1+9y7n4ZobRYBLRxGzKi5o9QSAhBRPAnkiRt2bLFbDaPGDGCcy5JUmJi4tKlS6dMmWJra7tq1arU1FQ3N7f8/Pz+/fvXr19flmXOOZQZSZKgZJCI4LlKTU3NzMz08fFBRCKCv2DIDGZDt0k97iTESJIET0UQqSqv5OzatGGtju38qlTTAbO4yPXq2fcBYAAExYCIjDEoRESqyokEAEKJyahcz/3tu7heAlSEUoRBNTa2ch0GAFQE/kSSpB9++IFzPmLECM65JEk//PCDXq9/7733AMBkMhkMhuPHj0dFRdnY2Oj1+tdff71Ro0ZCCCgbjDFEhBJAIoIiqqrm5eXZ2toqigIABoOBMabVagHAYrFIksQYg7JBREII+DuISESffDP155CftYoWnpCqckTm7ODQvlVA8+bVqle3I1A5JwBCkOra96ps5S+IQ/EwxhARAIQQqsqhNDCU8tWM1fF9ovRnZITSQgBWzHZOvZvO2uoAIIQgIniYJEk//PAD53zEiBFElJ2dPWfOnNGjR9evX59zLklScnLy+vXrEdHb27t27doHDhyYMmWKlZWVEALKBmMMEeFpIRFBoaSkpPXr1+v1ehsbmxEjRqSnp+/atUuj0bz55ptOTk5btmwZNmyYg4MDlA0hBBHBI0iStOvErve/mqjIMgBCMRCA4AIIq3tWbtWsTuvWtVxcFUBSVQFFCLi15NbIcYiW2REIKB7GGACoKiciKA0yKr+lLNidPFNGKEWcoL5t5/FeBxRFI4QgIvgLSZI2bNjAOR89ejQA/Prrr7du3Zo5cyYiAoCqqqtXr65Xr57BYIiKinJ3d09NTR0/frwsy0QEZQOLwFNBIoJCK1ascHR0HDp06NatWxMTE4koMDAwLS3t7t27VlZWNjY2ffv2hbIhhCAieDRJkm7HRw6bPzwxLVGWZPhHRKSqXJKU6h6VO7Wr36ihh6u7lnMuBMFfCOJVdS/52L0OgAAExYCIRMS5gNLAUIrJP7Mmrncez2RQmswCBngufs19MjAAoP+Av0DE+Ph4IqpZsyYARERE2NvbV61alYgQUa/Xnzt3rm3btkR0/PhxvV7frl07d3d3IoKyxBhDRHgqSERQaOHChc2aNXv11Vd///33M2fOVKtWLT8/X1VVk8mEiBMnTlQUBcoAEQkh4B8hosr5mM/fPXjusJVGC49ARCrnGlnrU6tKh9b+jRu729pJgjjnBI9EAOhl06m6zcuCOBQDEQkhABBKDIFZRMGGe4Mu5PxmxaAUCQAds32vZrCvbXsVVYYIjyBJEgBwzgFAkiQA4JxDEcYYEQEAYwwKcc6h7EmSBE8FiQgKXbt2bf369e7u7ufPnx8zZkz79u3PnDnDGDt//ryfn5/ZbK5fv76/vz+UKiISQnAhGDJE+AeSJH2/f9Ps9bMZkxARHiZIcJU0ilLPu9Yr7ev616tsYw+qyongsQhIRsXPro+bVV1BHP4REXHOiQiRISKUCBLxbH7nnuHikZQVdwsuSQgIpcNC4GXddFyt32wlVwEqIjLG4H+BEIJzodHIjEnw5JCIoEh+fn5wcPDFixfnzp2r0+kA4OTJk3/88Yder2/cuPHVq1cHDx5ct25dKCVUiHNORFgEHoExlpyRHDipe0ZOJmMMihCRReV21nb+vtU6t2/gU9dea8U4V4WA4iMQGmZXxzawkrauAA6PxgsRkSRJiP9fdfAC5nVd5wv8/f78LvOfGzPAcJGLkHIT9bino6ZGbFbW2pM97FpntVW2td3jqkuagceMOpnrtba1rbYlM9TnwQuKrLjmpdJU1Me8JiIgGinCcEeZgbn8vt/P+8BssyvBwAzMjdfLcKAIRhTvFm/u0MbUyprCtl9v+Mlvti5MDEQ3CMKnhsz83yO/0+qtaGNmJNG/SQohukczKysrI4kuoiS027hx43XXXffFL37x2GOPBbB+/fo5c+Z87GMfe+yxxy688MJ58+Ydf/zxp5xyCrqJpBiju2MXmnEndIAgiMt+ePm8R24vy8sAxBjdUVVZcfyxR02d8oHx4+vSPMboEg6A4BkrJ1adPrR0tOCCsAdJIQR3B0DSLCGJriMsqnVLWNmiLQABGE2yxZvmLt48N8gT4mAIKLFy1vhnDys7yhHQhqSZoX9z96Io0CbP8zRN0UWUhHbPPPPMmjVrPve5z6HNr371qxjjJz/5ybvvvvu5556bMGHCOeecUyqV0E1iG7QjaWboWJIkjz7/2N9dd35raI1RwwYN+ZNjx37io5NHji5LUoYQJRwMR8xYPrZi6sjyE4yJ4HgfSbEN2tkuCbrMCjW8G1a16F3C0I5gyrJX3nvoFxt+0BA2J8QBKxwfGTz93NE/k1wQ2pkZSfRXkkII7o42ZpbnuZmhKygJHWhubi4rKyOJHiAphCAJ70MzI9EBM2tsajzv6r97ddWS0z78vz500ujRo6vFEF0QuoUgAMPKjjmi8tTydKDkgtDG3YuiwG6YJAlJdA5hgu+IG7fFtwKaCcMeUit7a/vLD6777trmN3PDAXAht6oLxi6YXP3JoFbszsxIov+R5O4hBLxPmqZZlpFEp1ES+kIIwd2xO+5iJDqSJMmzyxe/E39ZNySnKQRH95MjViZDxlR8uK5scmZlLpc8hODu2J21AYj9IIFWb2zwNU2+CRBAdCBh1lBsvm/tlb/b8YIRRNcUwp8MOP3/jLknYS44dsddjER/4+4xRnfH+5DM8zxJEnQaJaHXuXuMURL2YGYk0SHCipe23vpe61oiQY8RnGBtNnZ0+ckD87GQhRBcEbsjaWakYe9IUFBUy/ZYv10boloIw/4kTJvjjl9t+OGL7y4CYegsYSeed/i8E2vPDmrF3pgZSfQzIYQYI/aQJEme5yTROZSE3iUhxuDu2BuSZoaOGZO1TS+t2LYIJED0ILmiMRuQjqjLJlcnoytsMGGCC8IuAkDbhSD+GwkCiCpa1dDsm5t8i6NFIEF0jjGR9Jst9/x6009bfUdCdEYQPlDxPy898omMJcGxNyTNDP2Ju4cQJGEPJLMsS9MUnUNJ6EWS3BVjQMfYDntDWOE7lrx357vF28YUPU6CSyhPBlbasKrksAHp6HIbZEwJwy60NthFglyhVdtafFuh7YUaHZEgQHQRQTJd2fD0ovqrdsRtCbFvAhLmXxx96wm1ZwW1omMkzQz9g6TYBh0wszzPzQydQEnoRZJCCJKwDyRBM6IDxmRTy+uvbrtHCgDRKwSXnEwMScKymnT0kLLJCTOAAEgKIao1oNlVCC44AMJwcDIrX7Pj1f+ov25ty8qU2IfgOHnQF6aPnkuY4OgYSTNDPyDJ3WOMktCxrA06gZLQWyS4e4wB+0PSzNAxgisafr6m6Tljit4mR6xMhg4vP1aI2A2JnYhulTLf2lr/yIbvL2t4IiGIvXBhQDbkK0f8+rDSpKiA/TEzkuhrkkII7o59IllWVmZm2B9KQm+RFEKQhP2jmZHoCGlN4d0l793RGDcYEvQuyWuy0XXlE6SIXpEwbY0tT2y6+ekttxtB7EaAZJ8fccMnhnw1qACE/aOZkehbMcYQAjohTdMsy0hinygJvUJSjNHd0Tlshw4Ykvrm3y5vuA+7EL1rcD6hJh8hOHoLYQnTZzbf8fimm1q8OSH+SyEcVfWRvx97X7kNcER0Dtuhj7h7jNHd0QlmlmVZkiTYJ0pCr3D3GKMkdJqZkUSHCOi1bQvXNy8xpuhVHF72PyqyWkHoRQQTlq1oePLhDd/b0lqfEjs5UGYVF479j0lVpwa1oivMjCT6SAghxohOS5Ikz8tI7AMloedJijG6O7qC7dABQ9IYNix5764dcbMxQW8hbGT58VlSDgi9LmW+rvmN/6i/bnXTa6nBhTOGfeMzw6+MCoDQFSTNTNiF6FWSiqKQhE4jmWVZkiQk0QFKQs+LMbq7JHQRzbgTOmRMNre8+dq2BYWaCEOvIJLRFScllgJCX0iYNcWG+9devbThyVMGnnXO6JszK3NFdJ2ZgQRA9B5JIQR3RxeZWVlZGUl0gJLQwySFECThgJA0M3TMmLyz47k3tj/scoLocUpYNrriRNLQdxKmLXHHkvd+NWXg3w8uOzwq4ECZJSR6jdoURYEDkqZplmUksTeUhB4W2+DA0cxIdIwEf7f9sd9vf9yYoocJqrBBwyqOIYi+I3jOysHpURmrHAUOAmlmRG+RVIQgdxwQknmeJ0mCvaEk9CRJIQRJOAhmRhIdIxgVljfct755iTFDTxJ8QDq6rjQOEPqMgGRwOrHcBgsOCAfHzEii50ly9xACDkKaplmWkcQeKAk9KYTg7jg4JM0M+0QkLb5tecOiza0rDSl6jOCDs/G1ZaMFR18QZEhq0yMqbbjggHDQSJoZep67hxAk4SCQzLIsTVPsgZLQY9w9hIDuwF2MxD4Q1uLbljc8sLllhTFFzxDikPzoAflwwdEHRCQDk3HlyRBAgNBNSDMjepKkEIK746CZWVlZGUnsjpLQMyTFGE6ORwwAABJHSURBVN0d3YNm3An7ZEhaffvrjQ+tb37FmABEd5N8eOnYymyoENG7BCXMByZHlttgQdhF6DY0MxI9J8YYQkA3yfM8TVPsjpLQAyS4e4wB3YftsE+EBbWsbHhoXfNLZAIQ3UlENrz8mPKkVnD0KjeUBqXjSzZQcOwidCuSZoaeISmE4O7oJmaW57mZ4X0oCT3A3WOMktCtzIwk9oewqOJ32x99Z8ezIAmimwjKWTm8/NjMSoLQWwTPWFmbjCtZjeDYRehuJM0MPSO2kYTuk6ZplmUk0Y6S0N0kxRjdHXtI0zSEgI6ZmdqgA2ZGEu/DNu6O9yEN1NuNz7y146nCtxtTdAfBSzZweOkYsxQQeoMEldnAWvtAbpWC8AdCDyBpZuhu7h5jdHd0K5J5nidJgnaUhO7mrhiDJOzO3detWzds2LAkSbA3IYSnnnrquOOOGzRokLtjb5IkISkJ7YqiaG5urq6uRjsz27hx47LXlp1yypRGf2dl48MNxVrSAOLgCF5hQ4aXHwMKPU+QIamykdXpCEMmOP6b0AO4kxnRzUIIMUb0gDRNsywjiTaUhO4WQnSP2J2ZNTY23njjjTNmzKipqQFgZpJijABIZlnW0NBw1VVXnXfeeZMmTSqKQpKZqU2apgDcvampKcZYW1srCQDJ5cuXv/DCC3/5l3+ZJAlJtHnttdduv/32K664oqJU0RS3/X774/XNLwkiDAdBiFXp8OGlYxwRPUzwjJUDkjHlNhgQ/pvQk7iLkegu7h5CkIQeQDLP8yRJ0IaS0K3cPcYoCbszs4aGhquuuuqKK64olUohhPr6+tra2iFDhpBsbm5etWpVZWXl3Llz/+qv/mrUqFGSSqVSY2NjmqalUmnVqlVZlo0YMWL+/PmrVq268MILy8rKQghbtmwZOHBgURR1dXVNTU1vvfVWXV3d0KFDly1bNn/+/FmzZpVKJYiA6pt/+/vtTzTFLcYEIA6I4DXZ4XWl8VJEjxFEsNzqapKxCUuAYzdCz6IZd0I3CSHEGNFjkiTJ85wkAEpC95EUQpCEPZhZQ0PD1VdfPXv27CeffPIXv/jFmDFj1q9ff95559XW1s6ZM6e6unrHjh3Lli278sorX3zxxREjRkyZMmXevHljx47dtGnTsmXLABx33HGPPvroypUrL7nkknXr1j3xxBMnn3zyhAkTli5detZZZ82fP3/Hjh1bt279i7/4izRNb7/99lmzZpVKJUkASdtebHin6dkNzUsLNZEJQXRdXT5xQH6Y4OgBggikrKpORpSzzmiCsBuhN9DMSBw8dw8hSEJPyvM8TVMAlITuE6PHGAFhD2bW0NBw9dVXf+Mb37j33nvffvvtr33ta3Pnzq2oqGht87d/+7erV6++/vrrZ86c+dBDDx155JGf/vSnb7zxxvHjx7/55pstLS2nnnrq0Ucf/cgjj7zxxhsXX3zxv/zLv2RZdsEFF7z00ksPPPDAN77xjRUrVqxaterJJ5+cNGnSlClT5s2bN2vWrFKpJAltjImk94p3Vjc9vanlDUdhSNA1PKzsuPKsRhC6m+AZKyrtsAobmjATBAh/TOgVZkYSB0dSCMHd0cNIlkol7iQJ3URSCFFy7I2ZNTQ0XH311bNnz37ggQdijNOnT7/77ru3b9++ZcuWI444Ytq0aU1NTddee+0555zz8MMPjxs37vTTT7/++uuPPvroD33oQ4sXL37++eenTJkC4He/+91FF130b//2b6NGjfrMZz7z/PPPP/LII2eeeeYtt9zyp3/6p88999yIESOmTp16++23z5o1q1QqScL7GJKoYkvrG283PbOteMcVSSMMnUDYyPITsqQECN1EcICGrNKGVybDMpYLjr0TepGZkcSBkuTuIQT0ijRNsyyjJHSTEIK7owNmtm3btm9961tXXnnlokWLQghf+tKX5s2b19raOmHChHvvvffjH//42rVr//3f//0HP/jBiy+++Nxzz02dOvWmm26aPn16qVQqiuLVV18dOnToUUcdddttt/3DP/zDr3/9+OjRo6ZNm/ab3/zmwQcfPP300+fOnfuFL3zh/vvvHzt27Mc//vHbbrvt61//eqlUkoTdEQSsuWjc3Pz6xvBaY1zbqu1EQhD7RCSjK05KLEF3EJxgxsoyDqxMhqasICAIHRJ6EUkzw4GSFEJwd/QKknmeUxK6g7vHGCWhAySLoli+fPlRRx1VX18vacyYMatXr3b3ww8//IUXXnj99dcHDx5cV1c3adIkAI8++mgIYejQoePGjWtoaHj++ecrKiqmTp2a5/njjz8+fPjwmpqa8vLykSNHbt26dd26dePGjVu8ePGmTZuGDx8+ZsyYgQMHrl69euLEiWaGPUhy9xgiYY7QGNdvKd7YXCxv1ntS4E4wgPhjSlgaXXkCYThwEgTQkJRZTQWH5DYgZUkQIOyH0LtIMyO6TpK7hxDQi5IkoSR0hxCCu2N/8jxvbW1N0xRACCFJEpIhhDzPJZEEUBQFyTRNJZGMMZI0MwAhBElZlrk72kgyM5LubmZoJ4lkjBF7IymE4O7YhQYTFNS8tXhzc3i9yTc1+7uOgkgIYhcCEFRhg4dVHE0QXSZhJyXIU5Zyq6ng0MzKCRMECJ0i9C6SZoauc/cYo7ujF3EnSTho7h5CQF8gaWboohhjCAF/jIbEEZr93ea4tdHXbYvvbA/rIgohSi56bTq2rjQOEEB0SMJOwi4kSNCQ56zOUZ1ZZWaVCTNBgNBZQh8xM5LoohBCjBG9jpJwcCSFECVH5yRJYmZFUaBdmqbexszSNAVQFAWANE1DCJLQMbZDx4RdiD9w9xCCJOwdCRImuCMWvqPR67eHdc3+XqsaKpOhVXmdIwhBEHZDAIQZUkNKpIbUmKcoZahMUU4aYdzJuBO6RugjJM0MXeHuIQRJ6HWUhIMgyd1jjOicLMuWLl26evXqU089NUkSSWb2zDPPDBo0aPLkyW+99dZ99903bNiwz372s62trY8++ujHPvaxyspKSdgH0rgLOkFSbINOIbGTkYQQ1OwIgIToCIIAEP+FAAgjUmNqSA0p2ggChHbWBiA6S+hTbIdOcPcYo7ujL1ASDoKkEIIkdEKSJC+//PI111xTU1Pzox/9KE3TJElWrFjxr//6r5dddlldXd0NN9xwwgknrFix4sgjjyyK4t13350+fbok7I+ZkUQnxDaS0HUE8QfEvkj4T8LekDRLSKKzhD7FduiEEGKMAX2EknCgJLl7jBGdY2a///3vly5d+uyzz15xxRXl5eVFUVxzzTWTJk06++yzGxsbb7jhhjPPPHPp0qVvvfUWgAsuuKCmpiaEgP2jmZHYN0khBHdHX7M2ALF/Qj9A0sywP+4eQpQcfYSScKDcPcYoCZ2W5/mSJUvmzZs3e/bsqqqqBx988J//+Z+PP/74QYMGnXfeeW+//fb8+fPr6uqam5snT548fvz4kSNHVlVVuTv2x8xIYp9ijCEE9A9JkpCGdiQloQ1JSfgDYZ/Yxt3Rw8yMJPYphBBjRN+hJBwQSTFGd0dXZFn28ssv33XXXbNnz86y7B//8R+PO+64P/uzP5szZ05tbe2XvvQlAC+88MI999xTUVFBMsuy888/v7KyUhL2x8xIogPuHmN0d/QPpO1EEm3c3czQxt3NDBB2R1IS3odkU1PTli1bhg8fbmboWTTjTuiAu4cQJKHvUBIOSIzR3SWhK7Ise/nll++8885vfvObJL/97W9PmzbtpJNOuvPOO9euXXvppZdu3Lhxzpw5hx9++ObNmy+66KJrr732z//8z48++ugYI/bHzEiiAyEEd5eE/oJmNEvSNF29evVDDz109tlnV1ZWbt265Z577jnzzM/V1tZIIikJbSSZmSQAJAGkabps2bIFCxZccsklpVJJEnoQzbgTOlAUhbujT1ESuk5SCEESuijLsldeeWXBggWXXXZZZWXlww8/fN99940YMWLt2rUXXXTR5MmT77777qIoTjvttB/96EfNzc2VlZUzZswYMGCAu6MTzIwk9uDuIQRJ6E9ImiV5ni9btuymm2666qqrqqoq16/fcM0118ycOXPUqJEhhObm5oqKCjNbs2bNz3/+889//vNVVVVJkjQ1NWVZluf50qVL58+fP3PmzFKpJAk9i2ZGYk/uXhQF+holoYskxBjdIw6Iu4cQ8jwHYGZr1qypr6//wAc+UFdXF0Kor6+vra2trq5ubGzcsGHDsGHDKioq3B2dw3Z4H0mxDfqfJEnyPF+x4vUbb7zxb/7mb6qrqzdu3HjHHXd861v/D8DChQu3bds2cuTIT3/60/fff/8tt9xy7rnnTps27dlnn3311Verq6vPOOOMbdu23XXXXV/96ldLpZIk9DC2w/tICiG4O/oaJaGLJIUQJOFAkZSENmZGUpK7AzAztWEbtUFXmBlJvI+7hxAkof8hWVZWWrly5eWX/9+JEyeWl5c3NDS+/fZb3/ve92699dZRo0Z95CMfuffee2tra4855pif/vSnF1988aZNmxYtWnT22Wf/9re/3bBhwxlnnLFw4cJLL720VCpJQg9jO7xPjDGEgH6AktAVEmIM7o7+i2ZG4j9JCiG4O/qrPM9XrnzjJz/5yeWXX15TU1NfX//DH/7g3HPP/dnPfjZ79uyhQ4e+9NJLCxYs+Ou//utbb731m9/85s033/z0008ff/zxjY2NeZ6fdtpp991336WXXloqlSSh55E0M7Rz9xCCJPQDlISucPcYoyT0P8IuBEiaGdq4e1EU6MeyLHv99dfnzPnJlVd+u7a2Zu3atdddd+1XvvKVm2+++aSTTpo6der8+fObm5s/+9nP/tM//dOsWbNee+21xYsXX3TRRRs2bABgZnfcccfll19eKpUkoVeYGUm0CSHEGNE/UBK6oigKSeiXhF2IXcyMpLvHGN0d/ViSJPX19Y899tjnPvf5ioryrVu3Llq0aNq0adu2bbvttttaWloGDRo0ffr06urquXPnNjU1nXvuuY888siSJUuyLDvzzDPr6uoWL158xhln5HkuCb2CO5lRcimEIAn9AyWh09w9hIBDAUkzCyHEGNHvmVlZWVkRAiSSWZYVRWFmJJubmysqKoqikJTnubdJkqSlpSVJEjOTlKZpa2srepeZAQghuDv6DUpC57grxig5DhEkQwiScCggaUlC/DGSkrAHkgAkoc9QUowB/QkloRMkxejuUQBxCFAbd8ehI89zkjFGtEvTNMYoyczSNHX3EIK1CSGgT0lyd0noTygJneDuMUbtBBCHAHdXGxwi0jTbunVrUbQOGzZMEtq88847AwcOHDBgwObNm1999dUjjjhi9OjRDQ0N9fX1Rx55JPqOBPcoCf0MJWF/JMUY3R2HCEnuLgmHCDNbuXLllVd+e8qUD8+YMcPdkyRZvnz5bbfddumll2ZZNmfOnFKptHnz5vPPP/+pp54KIZx11lkxRvQRSdEdEvoZSsL+uHsIAYcOd7lHHCJIuuvBBx985ZXf1tbWzpgxg2Rra+t3vvOdU0455bTTTluyZMmCBQu+/vWv//jHP66qqlq7du0FF1xQU1Pj7ugjMUZJ6H8oCfskKcbo7jhESHJ3STh0mFmpVFq0aNEbb7zx5S9/OU3T+++///vf//4nPvGJT33qUxMnTrz55pvffPPN2tpaklOnTv3whz+cJEmMEb1Obdwd/RIlYZ9iGxw6YoyScOggmSRJnucLFy5ctWrVl7/85R07dnzta1876aSTJkyYcMstt8yYMWPcuHENDQ0vvvjik08+edhhh23atOmjH/3oySef7O7oXZLcXRL6JUpCxySFECThEOGSu0PCocPa5Hm+cOHCVatWXXLJJatXr/7ud7971VVX1dbWXn/99RMnTpw2bdrmzZt//OMfl5eXV1VVnXjiiXfffffMmTMHDBjg7uhF3gb9FSWhYyEEd8chQpK7S8Khg7SdSOR5fs8997z55pszZ85sbm6+7rrrDjvssFGjRj300EMzZswYP378rbfeWl1dPWTIkKeffnrs2LGrVq26+OKLS6WSJPQWd0kuCf0VJaEDkkIIknAokODukuPQQdLMQAJIzNasWbN9+/bx48eTXLdu3S9/+cvt27efeOKJH/zgB1taWhYvXvzBD36wsrJy8eLF69evP/nkk8eMGePu6C2S3F0S+jFKQgdiGxwiJLm7JBw6SCZJgnZJkphZURQAkiQxM0kki6IAYGaSAGRZBsDdQwjoRZJijOjf/j8JKgoBAkbVHgAAAABJRU5ErkJggg=="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9960707426071167
},
{
"class_name": "bar_chart",
"confidence": 0.0020778204780071974
},
{
"class_name": "calendar",
"confidence": 0.00043215477489866316
},
{
"class_name": "table",
"confidence": 0.0004015121958218515
},
{
"class_name": "flow_chart",
"confidence": 0.00023376330500468612
},
{
"class_name": "line_chart",
"confidence": 0.0001900038041640073
},
{
"class_name": "other",
"confidence": 0.00016911799320951104
},
{
"class_name": "full_page_image",
"confidence": 0.00015198680921457708
},
{
"class_name": "geographical_map",
"confidence": 8.980034181149676e-05
},
{
"class_name": "engineering_drawing",
"confidence": 6.952466355869547e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 2.138487070624251e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.0763309294125065e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.8353164705331437e-05
},
{
"class_name": "icon",
"confidence": 1.4570688108506147e-05
},
{
"class_name": "music",
"confidence": 8.968422662292141e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 7.551190265076002e-06
},
{
"class_name": "logo",
"confidence": 5.710302502848208e-06
},
{
"class_name": "chemistry_structure",
"confidence": 5.160343334864592e-06
},
{
"class_name": "topographical_map",
"confidence": 3.169934416291653e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 2.8474191822169814e-06
},
{
"class_name": "signature",
"confidence": 1.8037488871414098e-06
},
{
"class_name": "photograph",
"confidence": 1.3455002090267953e-06
},
{
"class_name": "stamp",
"confidence": 9.160677336694789e-07
},
{
"class_name": "box_plot",
"confidence": 4.882158464170061e-07
},
{
"class_name": "qr_code",
"confidence": 3.619172446178709e-07
},
{
"class_name": "bar_code",
"confidence": 1.5712910794718482e-07
}
]
}
]
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.915092408657074
},
{
"class_name": "icon",
"confidence": 0.04302576184272766
},
{
"class_name": "other",
"confidence": 0.011007551103830338
},
{
"class_name": "bar_chart",
"confidence": 0.009748457930982113
},
{
"class_name": "calendar",
"confidence": 0.004564822651445866
},
{
"class_name": "stamp",
"confidence": 0.0029680815059691668
},
{
"class_name": "photograph",
"confidence": 0.0027489957865327597
},
{
"class_name": "page_thumbnail",
"confidence": 0.0019410989480093122
},
{
"class_name": "table",
"confidence": 0.0019091522553935647
},
{
"class_name": "full_page_image",
"confidence": 0.0012218697229400277
},
{
"class_name": "bar_code",
"confidence": 0.0011023628758266568
},
{
"class_name": "line_chart",
"confidence": 0.0009441431611776352
},
{
"class_name": "engineering_drawing",
"confidence": 0.0008156175608746707
},
{
"class_name": "music",
"confidence": 0.0006323359557427466
},
{
"class_name": "signature",
"confidence": 0.0005298878531903028
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00045500838314183056
},
{
"class_name": "crossword_puzzle",
"confidence": 0.0003347268211655319
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003152362769469619
},
{
"class_name": "flow_chart",
"confidence": 0.00019808961951639503
},
{
"class_name": "qr_code",
"confidence": 0.00016712871729396284
},
{
"class_name": "chemistry_structure",
"confidence": 0.00012082824105164036
},
{
"class_name": "geographical_map",
"confidence": 5.266291191219352e-05
},
{
"class_name": "pie_chart",
"confidence": 5.2378214604686946e-05
},
{
"class_name": "topographical_map",
"confidence": 4.099913712707348e-05
},
{
"class_name": "scatter_plot",
"confidence": 8.565624739276245e-06
},
{
"class_name": "box_plot",
"confidence": 1.8329538988837157e-06
}
]
}
]
},
{
"self_ref": "#/pictures/15",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::Loan to Value (1)\n% of Portfolio\n\nWeighted Average\nLTV: 67%\n\nBar chart showing % of Portfolio for different Loan to Value (LTV) ranges:\n- 30% - 60%: 24%\n- 61% - 65%: 13%\n- 66% - 70%: 20%\n- 71% - 75%: 29%\n- 76% - 80%: 14%\n\nTable below the bar chart:\n| Loan Count |\n|---|---|\n| 30% - 60% | 6 |\n| 61% - 65% | 4 |\n| 66% - 70% | 5 |\n| 71% - 75% | 8 |\n| 76% - 80% | 4 |\n: bar chart and table::>"
},
"classification": {
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{
"confidence": 0.9661977291107178,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.02555384486913681,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.0022104200907051563,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.0020343197975307703,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.0013299466809257865,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.0009365539299324155,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 0.0006138905300758779,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.0003071794053539634,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.00015145406359806657,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.00014140098937787116,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.00013098347699269652,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.00012595932639669627,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 6.133144052000716e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 5.036429865867831e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.0699766537290998e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 2.0553668946377002e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 2.0155395759502426e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.9820068700937554e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.9345672626513988e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.3480530469678342e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.3056386706011835e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.1603059647313785e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 5.545652584260097e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 4.598643045028439e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 2.9776992960250936e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 2.6935231289826334e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
}
]
},
"quber__read_by": [
{
"reader": "set-of-mark",
"produced": [
"6eefa242f7c5d960-p10-t1"
]
},
{
"reader": "set-of-mark",
"produced": [
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]
},
{
"reader": "ade",
"produced": []
}
],
"quber__figure_job_id": "cmshc850n00nxb501hdr68qkx",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "03e52dd8-7196-4717-b13c-4198caba7263",
"quber__footnote_marks": [
{
"marker": "(1)",
"kind": "footnote",
"label": "Loan to Value (1)"
}
],
"quber__footnotes": [
{
"marker": "(1)",
"text": "Percentage of portfolio based on principal balance of loans held for investment as of June 30, 2026."
}
]
},
"label": "picture",
"prov": [
{
"page_no": 10,
"bbox": {
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"t": 470.16467571258545,
"r": 931.061798704919,
"b": 278.7090253829956,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
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}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 922.0,
"height": 193.0
},
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+9++OGHEydOBIDe3t7g4GATExOGYZYtW+bi4rJjx46AgABjY2MY5OXlVVxcDE+1tLTs3r37n//8Z2NjY2xs7Guvvebv75+XlwcAubm5P/zwQ2Rk5Pbt2wsKCnp7e4ODg01MTBiGWbZsmYuLi7+/f15eXmZmppOT0+uvvx4cHGxiYsIwzLJly1xcXAAh9BxomuZwODRNw/908+ZNc3Pzmzdvzp0798svv0xOTra0tOzo6Ghvb//ss8/OnTsXEBBw+fLl7u5uW1vblpaWVatWubu7e3h4TJs27dChQ4sXL964cWNra2tTUxOPx6Mo6vDhw76+vnZ2djt37vTz8+NwOPHx8dnZ2Tdu3Dh+/LhQKMzKyrp27ZqVldX8+fN37dqVmpoqEAg6OjoMDQ1h0N27d6dMmXLp0iUWizVnzpybN29OGlRaWmphYfHaa6+1tLTk5OTcuHHj+PHjQqEwKyurqqpqzJgxGzdujIqKmjp16ueff7548eKUlJTvv//+7NmzVlZWCxYsiIuLy87OTkhI6OjoSE9Pv3HjxvHjx4VCYVZW1rVr1+B/YhiGx+MxDAMvCUUIAYQQQs+ht7e3p6dn3LhxANDT0zNmzBgNDQ34DZlMNnbsWBaLBc/n4cOHbDYb/uDJkydaWlrwGzKZbOzYsSwWC/4bmUw2duxYFosFCKHnQ9M0h8OhaRr+zPTp0+fPn19ZWfnTTz8dP348PT39wYMHkZGRfn5+0dHRmZmZRkZGAMAwzLlz52JjY93d3f/5z3+uWrVKJpMBQElJSWxsbFNTE4/HW7VqVdggiURSXFy8YcOGf/zjH2lpaQ4ODjdu3GCz2b29vR0dHQ8ePNDR0bl27ZqNjU17e/vkyZM7OjoMDQ1hUHx8/K5du5ydnQHg3LlzwcHBGRkZwcHBDx8+/Oc//3nx4sUzZ844ODjcuHGDzWb39vZ2dHR0dXXp6urW1NRYW1u3traGhoa2tLTI5XI9Pb3q6upRo0ZdvXrV1tb27t27hoaGHR0dq1atunHjBpvN7u3t7ejo6Onp0dLSgmdjGIbH4zEMAy8JRQgBhBBCCKGRhKZpDodD0zT8mZCQkKysrH/961+ZmZlSqdTAwODx48cSiWTixIkff/xxWlpadXW1pqbmtWvX5s2bx+Px3N3d3dzcTExMRCLRm2++uXbt2u+//76pqYnH47m7u4eEhGzbtu3OnTvFxcX+/v6ampq5ublr167V0NDIz8+XSCS//vqrmZnZq6++unnz5oiIiIMHD77//vsdHR2GhoYA0Nvb++qrr7q5uc2bNw8Arly5UlRUJJFIfvrpp3nz5k2cODE1NdXV1XXt2rUaGhr5+fkSieTXX3+dMmXKmDFjGhoaZs6cGRwcfPv27YqKiuTk5GPHjtXU1JiZmXl5eSUkJOTm5gYEBHR0dGzbtk1DQyM/P18ikfz6669mZmbwPzEMw+PxGIaBl4QihABCCCGE0EhC0zSHw6FpGv7Mv//976VLl164cOGNN94AgLfeeuuXX365evUqAPT19b377rvnzp2jKGrZsmVFRUWOjo7u7u4hISHZ2dlRUVGampo2NjZ3795tbGzk8Xju7u4hISHbtm27c+dOcXFxeXm5l5eXm5tbcnLyihUrJBLJo0ePkpOTAwMDz5496+XlpaWltWDBglOnTnV0dBgaGgLAkSNHNm3a1NHRwWazAUAulxsZGSUnJwcFBTk4OLS0tLS1tWlqara1ta1YsUIikTx69Cg5OdnPz2/MmDENDQ0zZ8788ssv3d3dJ0+ePG7cOKlUWlNTc/HiRR8fn66uLgcHhy+++OLevXu//vrrihUrJBLJo0ePkpOTAwMD4X9iGIbH4zEMAy8JRQgBhBBCCKGRhKZpDodD0zQoTSqVUhSlq6sLv3Hnzp1JkyYNDAzs3Lmztra2oqIC/pvHjx8TQsaMGQMA9+7d43A4WlpaMKi/v7+7u3vChAnwf3Xv3j0Oh6OlpQW/p1Aonjx5oqurC4N+/vlnAwODvr6+S5cuubm5SaVSiqIA4N69exwOR0tLC/4MwzA8Ho9hGHhJKEIIIIQQQgiNJDRNczgcmqbhBZBKpSYmJubm5hwO55tvvjlz5gyPx4OhasmSJT/99NPrr79+8eLFmJiYsLAw+IsYhuHxeAzDwEtCEUIAIYQQQmgkoWmaw+HQNA0vxoMHD86fP//kyRMej2dsbAxD2JMnTy5cuNDR0WFjY8PlcuGvYxiGx+MxDAMvCUUIAYQQQgihkYSmaQ6HQ9M0IKUxDMPj8RiGgZeEIoQAQgghhNBIQtM0h8OhaRpeMKlUqqmp+corrwBAX1/fw4cP4Tf6+vp0dHTGjh0Lg3799VeFQjFu3Dj4b7q7uzU1NXV0dADg/v378JSGhgaHwwGAW7duGRgY6OnpAUBbWxuLxTI2NoYXj2EYHo/HMAy8JBQhBBBCCCGERhKapjkcDk3T8ILx+XxLS8u0tDQAuHr1qp2dHfyGg4MDIeSbb76BQStWrNDV1RUKhfAHNTU19vb2Z8+eXbRoEQBoamr29/fDIGtr65qaGl9f3y+//PLx48cikWjWrFnLli3z8fHx8vKCF49hGB6PxzAMvCQUIQQQQgghhEYSmqY5HA5N0/CC8fl8S0vLtLQ0GNTf3y+Xyzkcjlgsnjdv3pUrVxYsWNDS0mJiYnL//n0jI6Ovv/7a0dERfq+/v3/OnDmOjo6ZmZnweytXrjQ2Nk5JSTEyMnrw4MFHH31048aN5cuXx8TE/Oc//4G/BcMwPB6PYRh4SShCCCCEEEIIjSQ0TXM4HJqm4QXj8/mWlpZpaWnwVE9Pj46OTlVV1dy5cwHA0tJyzZo10dHR+/fvz8rKampqOnXq1MGDBz///HOKomBQamoqTdOBgYFOTk7vvPMOPFVTUzNnzpybN29Omzbt9ddfd3FxOX/+fFhYWEpKyqFDh+bOnQt/C4ZheDwewzDwklCEEEAIIYQQGklomuZwODRNwwvG5/MtLS3T0tLgqZ6eHh0dnaqqqrlz5wJAVlbW/v37m5qa5s+f7+HhsWXLFrFYXFFRsWfPHhjU3d09efJkZ2dnHo+XnJwcHBwcFRUFg9zc3HR0dIqKigCgs7OzqKjIwsLi559/rqysfP/99z///PMlS5a89dZb8IIxDMPj8RiGgZeEIoQAQgghhNBIQtM0h8OhaRpeMD6fb2lpmZaWBk/19PTo6OhUVVXNnTsXAB48eDBx4sTCwsL169e3t7dPmDABfu+rr756++235XK5pqZmdnb2oUOHamtrAaC2tnbWrFn19fUzZ86Ep2QyGZfLLSoq8vDw2Lp1a05OzsmTJ62treFFYhiGx+MxDAMvCUUIAYQQQgihkYSmaQ6HQ9M0vGB8Pn/KlCk7duwAAD09vXHjxvX09Ojo6FRVVc2dOxcGvfvuuxUVFcuWLRMKhQBw586dqqqq1atXw6CWlpbp06dfu3bNysrKz8/v3r17n3/+OQCsWrWqv7+/vLwcfiMyMnLUqFGLFi2Kjo7+5ptv3Ad5eHjAi8QwDI/HYxgGXhKKEAIIIYQQQiMJTdMcDoemaXjB+Hy+SCSCQVu3bk1LS+vp6dHR0amqqpo7dy4MqqysdHJyqqysXLhwIQBkZ2cnJyczDENRFAzau3dvbGysrq6unp7eqVOnLCws6urqrK2tq6qq5s6dC0/99NNPTk5ODQ0No0aNcnFxaWhomDZt2ldfffXKK6/Ai8QwDI/HYxgGXhKKEAIIIYQQQiMJTdMcDoemaRiS+vv7NTQ04Dfkcvm9e/emTp3KYrHgGQYGBtra2qZOnQqDHjx4MG7cOHjxGIbh8XgMw8BLQhFCACGEEEJoJKFpmsPh0DQNSGkMw/B4PIZh4CWhCCGAEEIIITSS0DTN4XBomgakNIZheDwewzDwklCEEEAIIYQQGklomuZwODRNA1IawzA8Ho9hGHhJKEIIIIQQQgiNJDRNczgcmqYBKY1hGB6PxzAMvCQUIQQQQgghhEYSmqblcrmvry8gpXV0dAQEBDAMAy8JRQgBhBBCCKGRJDs7Oz8/H5CKGBkZnT59Gl4SihACCCGEEEIIqSeKEAIIIYQQQgipJ4oQAgghhBBCCKknihACCCGEEEIIqSeKEAIIIYQQQgipJ4oQAgghhBBCCKknihACCCGEEEIIqSeKEAIIIYQQQgipJ4oQAgghhBBCCKknihACCCGEEEIIqSeKEAIIIYQQQgipJ4oQAgghhBBCCKknihACCCGEEEIIqSeKEAIIIYQQQgipJ4oQAgghhBBCCKknihACCCGEEEIIqSeKEAIIIYQQQgipJ4oQAgghhBBCCKknihACCCGEEEIIqSeKEAIIIYQQQgipJ4oQAgghhBBCCKknihACCCGEEEIIqSeKEAIIIYQQQgipJ4oQAgghhBBCCKknihACCCGEEEIIqSeKEAIIIYQQQgipJ4oQAgghhBBCCKknihACCCGEEEIIqSeKEAIIIYQQQgipJ4oQAgghhBBCCKknihACCCGEEPq7/Oc//zl79qydnd2KFSsA4M6dO5988gmbzd64caO2tnZtbe358+fd3NymTp0qkUgYhpk3bx4ghJ6NIoQAQgghhP4W169fT0lJycnJSU9Pt7e3d3Jy8vLyOnDggEQiyc7OzszMjIiIiImJiY6Ozs/PDwsLi4+P19HRAYTQs1GEEEAIIYTQ36Kvr+/Jkyfa2toXL16sr69/6623jh49GhsbCwBeXl45OTkCgSAhIeG9997z8PDo6ury8PAAhND/RBFCACGEEEJ/o8ePH69duzYnJ2fcuHEeHh47d+78+eefP/7445KSkpMnT166dGn58uWlpaXZ2dmEEBaLBQihZ6MIIYAQQgihv8vjx483bdoUERFhaWkJAN3d3eXl5UKhcM+ePba2tjAoLS3N3Ny8vLx89OjRa9ascXR0BITQM1CEEEAIIYTQ36K3t/f999/ftm3bzJkz4amGhoaCgoK0tDQY1NraWlRUNGrUqI0bN+rr64eFhaWnpwNC6BkoQggghBBC6G8RHx9/8eLFGTNmAMDSpUtXrFgxMDCwevXqwsJCXV1dGLR58+aUlJTbt28LBIKxY8cuX7588eLFgBB6BooQAgghhBAaMjo6OoyMjADgyZMnfX192tragBB6NooQAkilHj16dPjwYblc7ufnZ2BgAIPa2tpu3LixaNGi3t7eoqIiPT09d3d3ACgrK1u1ahUghBBCCKH/E4oQAkilNmzY8K9//esf//jH1q1bS0tLYdD69ev7+vqEQmFSUtKSJUtaW1ufPHnC5XIvXLiwefNmQAghhBBC/ycUIQSQSkmlUj09PQBwd3cvLS0FgI8//lhfX//TTz8tKCjYsWNHaGhoW1tbVVVVfX19VlaWpqYmIIQQQgih/xOKEALoBaioqKitrY2Oju7s7NyxY8ehQ4c2bNhQUFDw4MGDtLS0sWPHGhgYWFhYODg4sFgsQAghhBBC/ycUIQSQqn3xxRfnzp1LT08HgA0bNgQFBU2aNCk0NPTgwYPjxo0DgO7u7oSEBDabLZfLHz9+LBAIKIoChBBCL8ZNyXXFk18BKc2IY6zPNgKEhhKKEAJIpb766quzZ8+mpaXBoEOHDkmlUgA4duzYhx9+uHTpUgCIiooKDQ1NTU1NS0vbu3fvmjVrJk2aBAghhF4M5zhus6QBkNLC3ZIC+DQgNJRQhBBAqqNQKKZNm/bOO+9QFAUAGRkZmpqaMGjDhg0FBQUA8N1331VXVwcEBERFRWlra0skkgMHDlAUBQghhF4M5zhus6QBkNLC3ZIC+DQgNJRQhBBAf6979+6NHz9eQ0MDAKRSqZ6eHiCEEHqRnOO4zZIGQEoLd0sK4NOA0FBCEUIAIYTQC8YwTGFhob6+/saNG0eNGjUwMHDw4MHu7u6goCBdXd3Ozs7i4mJ7e/v58+cPDAycOnXK1dUVkOo4x3GbJQ2AlBbulhTApwGhoYQihABCCKEXqa+v7+233z5y5EhDQ8MXX3yRlJYjSJ8AACAASURBVJS0Z88eS0tLc3Pz1NTUQ4cOBQYGRkVFZWVlBQcHi0QiW1vb2bNnA1Id5zhus6QBkNLC3ZIC+DQgNJRQhBBACCH0gslkMl1d3d7e3o0bNx45csTd3b20tBQA/P3909PTo6KisrKy9u3bZ2trKxKJEhMTAamUcxy3WdIASGnhbkkBfBoQGkooQggghBD6W0RFRb311ltOTk5eXl7FxcUAkJiYuHLlyoGBgYKCAhsbm7q6uu3bt7PZbBaLBUh1nOO4zZIGQEoLd0sK4NOA0FBCEUIAIYTQi5eYmGhiYuLt7Q0AXl5excXFALBjxw5fX19TU1MAEIvFjY2NV69eZbPZJiYmgYGBgFTEOY7bLGkApLRwt6QAPg0IDSUUIQSGBV7UVLlCCkhpST6HnGevBoSQSqWkpEyZMmXNmjUwyNPTs6ioaNSoUZ6enkKhUFNTs6+vLygoyNfXt62tzd3dfcuWLQKBAJCKOMdxmyUNgJQW7pYUwKcBoaGEIoTAsGAdwpYppICUJvATutp7A0JIdS5evPj+++8vWrQIAExMTLZu3SoWi/Py8gwNDc3MzDZt2gQAWVlZCxcutLCwCAgImDJlyvjx47ds2QJIRZzjuM2SBkBKC3dLCuDTgNBQQhFCYFiwDmHLFFJAShP4CV3tvQEh9IJJpVKFQmFgYACDOjo6jIyMAIAQIpfLdXV1AamOcxy3WdIASGnhbkkBfBoQGkooQggMC9YhbJlCCkhpAj+hq703IITQMOIcx22WNABSWrhbUgCfBoSGEooQAsOCdQhbppACUprAT+hq7w0IITSMOMdxmyUNgJQW7pYUwKcBoaGEIoTAsGAdwpYppICUJvATutp7A0IIDSPOcdxmSQMgpYW7JQXwaUCq880335ibm+vr68NT5eXlCxcuHDduXG1t7fnz593c3KZOnSqRSBiGmTdvHqA/oAghMCxYh7BlCikgpQn8hK723oAQQsOIcxy3WdIASGnhbkkBfBqQimRlZX3yySc5OTlz586FQZWVlZs2bfrss89effXViIiImJiY6Ojo/Pz8sLCw+Ph4HR0dQH9AEUJgWLAOYcsUUkBKE/gJXe29AalIT0/Pt99+u2TJEgDo6+s7evRoa2urj4/Pa6+91tnZWVxcbG9vP3/+/IGBgVOnTrm6ugJSndrbV67fqQGkNH09o8XWK0CdOcdxmyUNgJQW7pYUwKcBqUhjY+OFCxfs7Ozmzp0LAAqFws/Pz9ra+u233zYyMhIIBAkJCe+9956Hh0dXV5eHhweg/4YihMCwYB3ClimkgJQm8BO62nsDUoW2trZt27Y9efKkrKwMAL744guKomxsbHx9fU+dOhUUFBQVFZWVlRUcHCwSiWxtbWfPng1IdVLK6FxRMiCl2Zk6lESIQZ05x3GbJQ2AlBbulhTApwGpTk5Ojp2d3dy5cwEgJiZm9erVX375JZ/Pnzlz5smTJy9durR8+fLS0tLs7GxCCIvFAvQHFCEEhgXrELZMIQWkNIGf0NXeG5Aq/Pzzz2PGjAkODj5y5Aj8xtq1a/Py8sLCwrKysvbt22draysSiRITEwGpVEoZnStKBqQ0O1OHkggxqDPnOG6zpAGQ0sLdkgL4NCDVycnJsbOzmzt3bkNDQ2Zm5q5duw4cOPDmm286OTlpaGgAQFpamrm5eXl5+ejRo9esWePo6Ajo9yhCCAwL1iFsmUIKSGkCP6GrvTcg1fHx8Tly5AgMqq2t3b59+6JFi8LCwurr6wsKCmxsbOrq6rZv385ms1ksFiDVSSmjc0XJgJRmZ+pQEiEGdeYcx22WNABSWrhbUgCfBqQ6OTk5dnZ2c+fObWxsPHfuHACcP3/ewsIiLi5OR0entbW1qKho1KhRGzdu1NfXDwsLS09PB/R7FCEEhgXrELZMIQWkNIGf0NXeG5Dq+Pj4HDlyBJ569OiRv79/enq6kZERAIjF4sbGxqtXr7LZbBMTk8DAQEAqklJG54qSASnNztShJEIM6sw5jtssaQCktHC3pAA+DUh1cnJy7Ozs5s6dC0/t3buXz+fPnDkTADZv3pySknL79m2BQDB27Njly5cvXrwY0O9RhBAYFqxD2DKFFJDSBH5CV3tvQKrj4+Nz5MgRALh69aqtrS1FUXv27Fm6dKmtrW1fX19QUJCvr29bW5u7u/uWLVsEAgEgFUkpo3NFyYCUZmfqUBIhBnXmHMdtljQAUlq4W1IAnwb0d+no6DAyMgKAJ0+e9PX1aWtrA/oDihACw4J1CFumkAJSmsBP6GrvDUh1fHx8jhw5AgDFxcVff/21iYnJjRs3Dh8+zGKxsrKyFi5caGFhERAQMGXKlPHjx2/ZsgWQiqSU0bmiZEBKszN1KIkQgzpzjuM2SxoAKS3cLSmATwNCQwlFCIFhwTqELVNIASlN4Cd0tfcG9GLI5XKpVDpp0iQY1NHRYWRkBACEELlcrqurC0h1UsroXFEyIKXZmTqURIhBnTnHcZslDYCUFu6WFMCnAaGhhCKEwLBgHcKWKaSAlCbwE7raewNC6i+ljM4VJQNSmp2pQ0mEGNSZcxy3WdIASGnhbkkBfBoQGkooQggMC9YhbJlCCkhpAj+hq703IKT+UsroXFEyIKXZmTqURIhBnTnHcZslDYCUFu6WFMCnAaGhhCKEwLBgHcKWKaSAlCbwE7raewNC6i+ljM4VJQNSmp2pQ0mEGNSZcxy3WdIASGnhbkkBfBoQGkooQggMC9YhbJlCCkhpAj+hq703IKT+UsroXFEyIKXZmTqURIhBnTnHcZslDYCUFu6WFMCnQW21dDT77nMGpAr5wWdfM7KAIYAihMCwYB3ClimkgJQm8BO62nuD2uqS/1LVfB6QKiyxWamloQVqK6WMzhUlA1KanalDSYQY1JlzHLdZ0gBIaeFuSQF8GtRWU3u9S7wVIFU4E1s3w5gLQwBFCIFhwTqELVNIASlN4Cd0tfcGtVV9S+yZ6ghIFWoyuvW02aC2UsroXFEyIKXZmTqURIhBnTnHcZslDYCUFu6WFMCnQW01tde7xFsBUoUzsXUzjLkwBFCEEBgWrEPYMoUUkNIEfkJXe29QW9W3xJ6pjoBUoSajW0+bDWorpYzOFSUDUpqdqUNJhBjUmXMct1nSAEhp4W5JAXwa1FZTe71LvBUgVTgTWzfDmAtDAEUIgWHBOoQtU0gBKU3gJ3S19wa1VX1L7JnqCEgVajK69bTZoLZSyuhcUTIgpdmZOpREiEGdOcdxmyUNgJQW7pYUwKdBbTW117vEWwFShTOxdTOMuTAEUIQQGBasQ9gyhRSQ0gR+Qld7b1Bb1bfEnqmOgFShJqNbT5sNaiuljM4VJQNSmp2pQ0mEGNSZcxy3WdIASGnhbkkBfBrUVlN7vUu8FSBVOBNbN8OYC0MARQiBYcE6hC1TSAEpTeAndLX3BrVVfUvsmeoISBVqMrr1tNmgtlLK6FxRMiCl2Zk6lESIQZ05x3GbJQ2AlBbulhTAp0FtNbXXu8RbAVKFM7F1M4y5MARQhBAYFqxD2DKFFJDSBH5CV3tvUFvVt8SeqY6AVKEmo1tPmw1qK6WMzhUlA1KanalDSYQY1JlzHLdZ0gBIaeFuSQF8GtRWU3u9S7wVIFU4E1s3w5gLQwBFCIFhwTqELVNIASlN4Cd0tfcGtVV9S+yZ6ghIFWoyuvW02aC2UsroXFEyIKXZmTqURIhBnTnHcZslDYCUFu6WFMCnQW01tde7xFsBUoUzsXUzjLkwBFCEEBgWrEPYMoUUkNIEfkJXe29QW9W3xJ6pjoBUoSajW0+bDWorpYzOFSUDUpqdqUNJhBjUmXMct1nSAEhp4W5JAXwa1FZTe71LvBUgVTgTWzfDmAtDAEUIgWHBOoQtU0gBKU3gJ3S19wa1VX1L7JnqCEgVajK69bTZoLZSyuhcUTIgpdmZOpREiEGdOcdxmyUNgJQW7pYUwKdBbTW117vEWwFShTOxdTOMuTAEUIQQGBasQ9gyhRSQ0gR+Qld7b1Bb1bfEnqmOgFShJqNbT5sNaiuljM4VJQNSmp2pQ0mEGNSZcxy3WdIASGnhbkkBfBrUVlN7vUu8FSBVOBNbN8OYC0MARQiBYcE6hC1TSAEpTeAndLX3BrVVfUvsmeoISBVqMrr1tNmgtlLK6FxRMiCl2Zk6lESIQZ05x3GbJQ2AlBbulhTAp0FtNbXXu8RbAVKFM7F1M4y5MARQhBAYFqxD2DKFFJDSBH5CV3tvUFvVt8SeqY6AVKEmo1tPmw1qK6WMzhUlA1KanalDSYQY1JlzHLdZ0gBIaeFuSQF8GtRWU3u9S7wVIFU4E1s3w5gLQwBFCIFhwTqELVNIASlN4Cd0tfcGtVV9S+yZ6ghIFWoyuvW02aC2UsroXFEyIKXZmTqURIhBnTnHcZslDYCUFu6WFMCnQW01tde7xFsBUoUzsXUzjLkwBFCEEBgWrEPYMoUUkNIEfkJXe29QW9W3xJ6pjoBUoSajW0+bDWorpYzOFSUDUpqdqUNJhBjUmXMct1nSAEhp4W5JAXwa1FZTe71LvBUgVTgTWzfDmAtDAEUIgWHBOoQtU0gBKU3gJ3S19wa1VX1L7JnqCEgVajK69bTZoLZSyuhcUTIgpdmZOpREiEGdOcdxmyUNgJQW7pYUwKdBbTW117vEWwFShTOxdTOMuTAEUIQQGBasQ9gyhRSQ0gR+Qld7b1Bb1bfEnqmOgFShJqNbT5sNaiuljM4VJQNSmp2pQ0mEGNSZcxy3WdIASGnhbkkBfBrUVlN7vUu8FSBVOBNbN8OYC0MARQiBYcE6hC1TSAEpTeAndLX3BrVVfUvsmeoISBVqMrr1tNmgtlLK6FxRMiCl2Zk6lESIQZ05x3GbJQ2AlBbulhTAp0FtNbXXu8RbAVKFM7F1M4y5MARQhBAYFqxD2DKFFJDSBH5CV3tvUFvVt8SeqY6AVKEmo1tPmw1qK6WMzhUlA1KanalDSYQY1JlzHLdZ0gBIaeFuSQF8GtRWU3u9S7wVIFU4E1s3w5gLQwBFCIFhwTqELVNIASlN4Cd0tfcGtVV9S+yZ6ghIFWoyuvW02aC2UsroXFEyIKXZmTqURIhBnTnHcZslDYCUFu6WFMCnQW01tde7xFsBUoUzsXUzjLkwBFCEEBgWrEPYMoUUkNIEfkJXe29QW9W3xJ6pjoBUoSajW0+bDWorpYzOFSUDUpqdqUNJhBjUmXMct1nSAEhp4W5JAXwa1FZTe71LvBUgVTgTWzfDmAtDAEUIgWHBOoQtU0gBKU3gJ3S19wa1VX1L7JnqCEgVajK69bTZoLZSyuhcUTIgpdmZOpREiEGdOcdxmyUNgJQW7pYUwKdBbTW117vEWwFShTOxdTOMuTAEUIQQePHOic7V1NTAi5R/e9cT8hiQ0v6fgaeZjg2orQ5F6+eSjwCpwoZpO0exxoDaunz/XO3DSkBKMxw91dX4A1BnpW0ZD550AlKa/fi3bDhOoLa6ejtO3MkEpAqrJ4eMH2UELwwdScPzoQgh8OIxDNPZ2QkjWNeDrrudd2fMmAFoxGuXtPf19U19dSqgEa+pqcnA0GD8uPGARrzvr33P5XK1NLUAjXjf/ufbBfMXwIg3Z84ceD4UIQTQi3fnzp0ff/zxjTfeADTiXb9+/XHv41k2swCNeJWVlaamppMnTwY04p2qOLV0ydLRo0cDGvGER4Xver8L6LlRhBBAL96dO3d+/PHHN954A9CId/369ce9j2fZzAI04lVWVpqamk6ePBnQiHeq4tTSJUtHjx4NaMQTHhW+6/0uoOdGEUIAvXgSieR2622HBQ6ARrzm5ubHvY+tuFaARrxvvv3GZJrJpEmTAI1450Tn3nR6c/To0YBGvNITpe6r3QE9N4oQAgghhBBCCKknihACCCGEEEIIqSeKEAIIIYQQQgipJ4oQAuj5NDY2lpeXv/rqq++++y5FUQMDAwcPHuzu7g4KCtLV1e3s7CwuLra3t58/f/7AwMCpU6dcXV3hfxKJREuXLqUoCgDOnj377bffrl+/3szMrLe3t6ioSE9Pz93dHQDKyspWrVoFaIiRSCS//PKLlZUVDGppaZHL5VZWVgBQW1t7/vx5Nze3qVOnSiQShmHmzZsHz9bf3//1118vWbIEAGpra7/77jsA0NfXX7FiRWdnZ3Fxsb29/fz58wcGBk6dOuXq6gpoiJFIJL/88ouVlRUMkkgkv/zyi5WVFQCcPn2aYZh169aNHTv2/PnzNjY248aNg/+mr6+vsLAQBk2aNMnZ2XlgYODgwYPd3d1BQUG6urqdnZ3FxcX29vbz588fGBg4deqUq6sroKGhra3tiy++gEGzZ8+2sbEBgJaWFrlcbmVlBQC1tbXnz593c3ObOnWqRCJhGGbevHnw3/T19RUWFsKgSZMmOTs719bWfvfddwCgr6+/YsWKzs7O4uJie3v7+fPnDwwMnDp1ytXVFdCQceXKlfr6ehi0bNkyQ0NDAJBIJL/88ouVlRUAnD59mmGYdevWjR079vz58zY2NuPGjYNnuHfvXl5enoGBwfr16zU1NQcGBg4ePNjd3R0UFKSrq1tbW3v+/Hk3N7epU6dKJBKGYebNmwcjD0UIAfQcCCGJiYlBQUGffvopRVF+fn579uyxtLQ0NzdPTU09dOhQYGBgVFRUVlZWcHCwSCSytbWdPXs2PFt1dXV5eXlCQgIAiMXi06dP0zTt5+d35MgRgUCwZMmS1tbWJ0+ecLncCxcubN68GdAQs27dutTUVENDQwCorKxMSEhYvHhxZGSkTCaLiIiIiYmJjo7Oz88PCwuLj4/X0dGBZ0tPT7e0tFy6dCkAJCQkzJkzx8jI6JVXXpk+fXpgYGBUVFRWVlZwcLBIJLK1tZ09ezagIWbdunWpqamGhoYwaN26dampqYaGhhcuXPjhhx+cnJwKCgp27dpF03RmZiY8w8DAQH19PQD8/PPPJ0+ezM3N3bNnj6Wlpbm5eWpq6qFDhwIDA6OiorKysoKDg0Uika2t7ezZswENDVKp9Pbt2wBw+vRpExOTNWvWVFZWJiQkLF68ODIyUiaTRURExMTEREdH5+fnh4WFxcfH6+jowH8zMDBQX18PAD///PPJkydzc3MTEhLmzJljZGT0yiuvTJ8+PTAwMCoqKisrKzg4WCQS2drazp49G9CQIZFI7t27BwAJCQkCgWDy5MkAsG7dutTUVENDwwsXLvzwww9OTk4FBQW7du2iaTozMxOezdvbOzk5uaGhoa6uLjIycs+ePZaWlubm5qmpqenp6RERETExMdHR0fn5+WFhYfHx8To6OjDyUIQQQH/FDz/8UFxcHBcX5+7uXlpaCgD+/v7p6elRUVFZWVn79u2ztbUViUSJiYnwbP39/d7e3oWFhWPGjAGAgICAhISECRMmFBYW6uvrf/vtt6GhoW1tbVVVVfX19VlZWZqamoCGks8++6yrq8vPzw8GNTU19fb2nj17NjIy8v79+wKBICEh4b333vPw8Ojq6vLw8IBna2trS0xMzM3NhUGxsbFBQUGGhoYwKCgoKCsra9++fba2tiKRKDExEdAQ89lnn3V1dfn5+cGgzz77rKury8/PDwDKy8vHjBnD4/F27Nihr6/v7e09bdo0+DPR0dHe3t4zZ850d3cvLS0FAH9///T09KioqKysrH379tna2opEosTEREBDj4eHh1Ao1NLSampq6u3tPXv2bGRk5P379wUCQUJCwnvvvefh4dHV1eXh4QF/Jjo62tvbe+bMmbGxsUFBQYaGhjAoKCgoKytr3759tra2IpEoMTER0NDz4MGDrVu3fvzxxwDw2WefdXV1+fn5AUB5efmYMWN4PN6OHTv09fW9vb2nTZsGz7ZmzZpjx451dXXt2rUrKyvL3d29tLQUAPz9/Xfs2JGXl5eQkPDee+95eHh0dXV5eHjAiEQRQgA9t7i4uC+//PLkyZMTJkzw8vIqLi4GgMTExJUrVw4MDBQUFNjY2NTV1W3fvp3NZrNYLHiGnJyc06dPW1hYODo6rlq1ysvLq7i4GAC++eabmpoab2/vtLS0sWPHGhgYWFhYODg4sFgsQEOGQqGYNWvWqlWrFApFTEwMh8MBgMbGxoqKisjISAA4efLkpUuXli9fXlpamp2dTQhhsVjwDKtXr9bX19fQ0Pjggw8sLS3379/f2tp67949Nze3FStW1NfXFxQU2NjY1NXVbd++nc1ms1gsQEOGQqGYNWvWqlWrFApFTEzMmDFjZs2atWrVKoVCERMTw2azBQJBR0eHi4tLdXX11q1bWSwW/E89PT3+/v7Hjh0DAC8vr+LiYgBITExcuXLlwMBAQUGBjY1NXV3d9u3b2Ww2i8UCNJT85z//qayspGkaBjU2NlZUVERGRgLAyZMnL126tHz58tLS0uzsbEIIi8WCZ+vp6fH39z927BgA7N+/v7W19d69e25ubitWrKivry8oKLCxsamrq9u+fTubzWaxWICGmKSkpDfffHPevHkKhWLWrFmrVq1SKBQxMTFsNlsgEHR0dLi4uFRXV2/dupXFYsGz5efnHzlypLu7u7i4ePr06V5eXsXFxQCQmJi4cuXKmzdvXrp0afny5aWlpdnZ2YQQFosFIw9FCAH0V4jF4vLy8tTUVC8vr+LiYgDYsWOHr6+vqakpAIjF4sbGxqtXr7LZbBMTk8DAQABoaWk5deqUiYnJihUrYNDKlStPnDihqanp4+OTk5PzwQcfHDt2DAC++uqr1tZWPz8/AOju7k5ISGCz2XK5/PHjxwKBgKIoQENAaWnpo0eP1q9ff/369cLCwuTkZABobGysqKiIjIyEp9LS0szNzcvLy0ePHr1mzRpHR0cAaGlpOXXqlImJyYoVKwDg7t27kZGR+fn5jx8/fvfdd0+cOAFPubi4nDlzBgaJxeLGxsarV6+y2WwTE5PAwEBAQ0NpaemjR4/Wr19//fr1wsJCOzu7R48erV+//vr164WFhcnJyTAoKChowYIF1dXVMplsz549+vr6AHDx4sVr1645Ojra2trCU/v27bOwsFi6dCkAeHl5FRcXA8COHTt8fX1NTU0BQCwWNzY2Xr16lc1mm5iYBAYGAhoyfHx8srKyxo8fD4MaGxsrKioiIyPhqbS0NHNz8/Ly8tGjR69Zs8bR0REAWlpaTp06ZWJismLFCnhq3759FhYWS5cuhd9wcXE5c+YMDBKLxY2NjVevXmWz2SYmJoGBgYCGjN7eXi8vr7KyMgAoLS199OjR+vXrr1+/XlhYmJycDIOCgoIWLFhQXV0tk8n27Nmjr68PABcvXrx27Zqjo6OtrS0APHr0yM/Pr6Cg4O7du7t27Tp8+LCXl1dxcTEA7Nixw9fX19TUFADS0tLMzc3Ly8tHjx69Zs0aR0dHGGEoQgig5yCVSjs7O6dPn97X17d27dpjx455enoWFRWNGjXK09NTKBRqamr29fUFBQX5+vq2tbW5u7tv2bJFIBAAQG9vr0wm09LS0tPTg0FeXl7FxcUAEBYWtmXLloKCguXLl9vY2CQkJCxfvtza2hoAoqKiQkNDU1NT09LS9u7du2bNmkmTJgEaAg4fPjxt2rRFixY9fPgwLCzs8OHDANDY2FhRUREZGQmDWltbi4qKRo0atXHjRn19/bCwsPT0dADo7e2VyWRaWlp6enoA8OOPP+bn5yckJADA6tWrT5w40d7ebmxsDACrV68+ceIEAPT19QUFBfn6+ra1tbm7u2/ZskUgEAAaGg4fPjxt2rRFixY9fPgwLCxswYIF06ZNW7Ro0cOHD8PCwg4fPgwAJSUlbDb7iy++2Lt379WrV5ubm729vQGgp6dHoVC88sor2traMKi/v9/V1bWiogIGeXp6FhUVjRo1ytPTUygUampq9vX1BQUF+fr6trW1ubu7b9myRSAQABoabt26lZmZuW/fPniqsbGxoqIiMjISBrW2thYVFY0aNWrjxo36+vphYWHp6ekA0NvbK5PJtLS09PT0YFB/f7+rq2tFRQUMam9vNzY2BoDVq1efOHECAPr6+oKCgnx9fdva2tzd3bds2SIQCAANGfn5+To6Ou7u7gBw+PD/bw/+Y6qu9z+APz8eRA/Hw0sO4jmIEE7qzM0gJSYh4o/YJEH/MAKnUiYB5yjOgzSYONYvTwhOCAxpdlwrZQLTmaZ/qLXKITNFG5VkZUHv8niUKb8OSIC873Y2t+/dRza/3+/dgHtej8eh8PDwF198sbu7e8eOHYcOHQLQ0NBAROfOndu3b9/Vq1d/+eWX9evXA+jr6xsYGPDz89NqtQDa29trampKS0sBpKWlNTQ0pKenHz582NfXNz09vba21sfHp729/fDhw76+vps3bw4KCtqxY0d5eTm8jCKlBHsC/f39mzZtio2NvXbtWmZm5vLlyxsbGx0Oh9FojIiIyMrKAlBVVZWQkGA2m61Wa2hoqMFgyMvLw+McOnTop59+MhgMPT09e/fu7ejo2LJly6JFi9ra2qqrqwE0NzdfuXLFarXu3LlTq9U6nc6amhpFUcDGge7u7pycnNjY2Obm5oKCgsjISADXr18/ffp0YWEhPHJzc8vKytra2ioqKnQ63erVqxMTE/E4NpstKCjo7t27MTExGzdu3Llzp0aj6enpmT9/fnZ2NoCqqqqEhASz2Wy1WkNDQw0GQ15eHtj40N3dnZOTExsb29zcXFBQ8NRTT+Xk5MTGxjY3NxcUFERGRrrd7qKioqqqqtra2paWlrt375aUlAQHB+NxGhoaent7MzMz4dHY2OhwOIxGY0RERFZWFoCqqqqEhASz2Wy1WkNDQw0GQ15eHtj4sHXr1u3btz/zzDN45Pr166dPny4sLIRHbm5uWVlZW1tbRUWFTqdbvXp1YmIiHqehoaG3tzczMxMeO3fu1Gg0PT098+fPz87OBlBVVZWQkGA2m61Wa2hoqMFgyMvLAxsfEb+IJgAACrhJREFUpJTJyclffPGFRqMB0N3dnZOTExsb29zcXFBQEBkZ6Xa7i4qKqqqqamtrW1pa7t69W1JSEhwcjMfJzc0NDg6+c+dOdHT0a6+91tjY6HA4jEZjREREVlYWgNzc3LKysra2toqKCp1Ot3r16sTERHgZRUoJ9sT++uuvGTNmaLVaePT09AwMDMycORMeLpfLZDIBkFK63W69Xo/Rud3ugYGBGTNmwGNwcNDlcoWFhcGjo6PDYDBoNBoAPT09/v7+YOOJlNLpdBqNRh8fHzyOy+UymUwAhoaGhoeHtVotRtfR0eHn56fT6eDhcrl0Op1er4eHy+UymUwApJRut1uv14ONJ1JKp9NpNBp9fHwASCmdTqfRaPTx8QEwODjY19cXEBAAoK+vb+rUqRqNBk+sp6dnYGBg5syZ8HC5XCaTCYCU0u126/V6sInD5XKZTCYAQ0NDw8PDWq0WT8zlcul0Or1eDw+Xy2UymQBIKd1ut16vBxvHpJROp9NoNPr4+AAYHBzs6+sLCAgA0NfXN3XqVI1Gg9G5XC6dTqfX6+HR09MzMDAwc+ZMeLhcLpPJBGBoaGh4eFir1cL7KFJKMMYYY4wxNjEpUkowxhhjjDE2MSlSSjDGGGOMMTYxKVJKMMYYY4wxNjEpUkowxhhjjDE2MSlSSjDGGGOMMTYxKVJKqHR1dd2/fx+MMcYYY4yNA9OnTzcYDHgcRUoJlRUrVrS1tSmKAsYYY4wxxsbarFmzzp8/r9VqoaJIKaFCREIIIgJjjDHGGGNjjYiEEEQEFUVKCRUiEkIQERhjjDHGGBtrRCSEICKoKFJKqBCREIKIwBhjjDHG2FgjIiEEEUFFkVJChYiEEEQExhhjjDHGxhoRCSGICCqKlBIqRCSEICIwxhhjjDE21ohICEFEUFGklFAhIiEEEWF0fX19U6dO1Wg0+A/p7Oy8fv16YGDgvHnz8N9lZGTE7Xb7+/uDMeCff/4ZGhqaNm0amBcbGRnp7OyEh5+fn1arBfNu7e3tnZ2dzz33nKIoYAzo7OwkokmTJoF5EJEQgoigokgpoUJEQggiwuhsNpvVajWbzfhP2Lt37+XLl+Pj4zs6Oq5du3b06FEiwn+LDz74YPr06Zs2bQJjwMsvvxwQEOBwOMC82J9//rl27dolS5YAeOmll1auXAnmxWpqalpbW+fOnXvlypXa2lowr3f58uWlS5fevHkzJCQEzIOIhBBEBBVFSgkVIhJCEBFGZ7PZrFar2WzG/9vRo0dbW1vfe+89eLhcLpPJhP8Tu92ekpISFRWFcePvv//etm3biRMnwBhQX1/f2tp669Yth8MB5sVu3rx56NChkpISMAasWbPm1KlTADIzM3fv3h0cHAzmxYaGhlJTU/39/ffs2RMSEgLmQURCCCKCiiKlhAoRCSGICKOz2WxWq9VsNuORAwcO3LhxY3h42GKxREZGOp3O8vLywcHBsLCwN998E0B5efmUKVNaW1vnz59vtVrxSFxc3Ndffz1lyhT8uwMHDty4cWN4eNhisURGRn755ZfTp09//vnnR0ZGKioq8vPz9+/fHxoa2tjYODIyUlZW9u233xYVFYWHh2dkZKSkpGB8WLduXVpa2uLFi41GI5h3u3//fmZm5oEDB4qLix0OB5gXa21tffvtt1etWrVo0aJ58+aBebe8vLzExMS5c+fm5+efPHnSx8cHzIvt3r07JibmxIkTxcXFISEhYB5EJIQgIqgoUkqoEJEQgogwOpvNZrVazWYzPI4cOXLv3r3t27f39/enpqbW19dLKQH4+/sXFhZu3rzZbDZHRUUdP348IiIiPT29srLSZDLBIy4urqmpCf/uyJEj9+7d2759e39/f2pqan19fUNDg8lkSk5Ofvjw4YYNG+rq6nJycuLj4zMyMqqrq4OCgtLS0ux2e0pKSlRUFMaHb775Jj8/32KxNDU1LV++/NVXXwXzYm+88UZeXt6MGTN27drlcDjAvJjL5WpqajIajfv3709LS1u7di2YF/v8889ramoCAgJmzZq1b98+RVHAvNWNGzdKS0s/+eQTi8VSXFwcEhIC5kFEQggigooipYQKEQkhiAijs9lsVqvVbDbDY+PGjZWVlYGBgQD27NkTFxc3e/bs8vJynU7X0tJSXFy8ePHiNWvWnDp1CsC7776bnJwcHR0Nj/j4+LNnz+p0OvwPGzdurKysDAwMBLBnz564uLjffvvNaDSmpKQMDQ1lZGTU1dVZLJa33norODj4woULV65cyc/Pt9vtKSkpUVFRGB+2bdu2ZcuWefPmSSlXrlx57tw5MG/13XffFRQUbNmypaurq66u7v3333/hhRfAvJ7b7U5PTz9z5gyYt3rw4EFqauqZM2cA7N2799lnn01KSgLzVqtWrUpKSjIajR9//PHatWszMjL0ej0YQERCCCKCiiKlhAoRCSGICKOz2WxWq9VsNsPjnXfeWbp06bJlywBkZGTY7fbCwsLS0tKwsLCioqLk5OTFixenpqYeO3YMgN1uT0pKio6OhsfJkyfPnj1bXV2tKAqAH374ISgo6ODBg0uXLl22bBmAjIwMu93e1NQ0NDSUkZHR0tJSUlJSV1dnsVjsdntgYODFixcvXbqUn59vt9tXrVq1YMECjA/5+fkbNmxYuHDh8PDwypUrv/rqKzBv5XK5rl69CqCzs/Ozzz4rLS1dsGABmLf68ccf58yZM23aNCFEUVHRkSNHwLxVb2/vhg0bTp06BeCjjz4yGAxpaWlg3urChQu9vb0APvzww3Xr1qWmpup0OjCAiIQQRAQVRUoJFSISQhARRmez2X7//XciArB+/folS5ZkZ2eHh4ffvn07JiZm69atn3766YULF2bPnv3zzz9bLJYVK1akpqYeO3YMgN1uT0pKio6OxiMOh+P48eMLFy68c+fOw4cPq6urHz58mJ2dHR4efvv27ZiYmK1bt3Z2dr7yyitxcXEPHjwQQtTX11ssFrvdHhgYePHixUuXLuXn558/f766utpisSQlJWEccDqdWVlZsbGx33//fWZmZnJyMpjXu3Pnzq5duxwOB5gXu3r1anFxcVxcXFNTU2Vl5dNPPw3mxUpKStrb24OCgn799dfDhw9PmTIFzOtZLJbi4uKQkBAwDyISQhARVBQpJVSISAhBRPhf6urq0ul0kydPhkd3d7dWq/X19cUTGBwc/OOPPwIDA4OCgvBIV1eXTqebPHkyPEZGRu7duxcUFITRDQ4O+vr6YtwYGRlpb28PDg7WarVgjLFH+vv7nU7nnDlzNBoNmNfr7Ozs7e0NCwsDY+xxiEgIQURQUaSUUCEiIQQRgTHGGGOMsbFGREIIIoKKIqWEChEJIYgIjDHGGGOMjTUiEkIQEVQUKSVUiEgIQURgjDHGGGNsrBGREIKIoKJIKaFCREIIIgJjjDHGGGNjjYiEEEQEFUVKCRUiEkIQERhjjDHGGBtrRCSEICKoKFJKqBCREIKIwBhjjDHG2FgjIiEEEUFFkVJCZdq0adXV1X5+fmCMMcYYY2ysvf7667du3SIiqChSSqgcPHjw/PnzYIwxxhhjbByIj4/ftm3bpEmToKJIKcEYY4wxxtjEpEgpwRhjjDHG2MSkSCnBGGOMMcbYxKRIKcEYY4wxxtjEpEgpwRhjjDHG2MT0LyNZzEHv/ZbDAAAAAElFTkSuQmCC"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.9661977291107178
},
{
"class_name": "table",
"confidence": 0.02555384486913681
},
{
"class_name": "engineering_drawing",
"confidence": 0.0022104200907051563
},
{
"class_name": "line_chart",
"confidence": 0.0020343197975307703
},
{
"class_name": "calendar",
"confidence": 0.0013299466809257865
},
{
"class_name": "box_plot",
"confidence": 0.0009365539299324155
},
{
"class_name": "flow_chart",
"confidence": 0.0006138905300758779
},
{
"class_name": "pie_chart",
"confidence": 0.0003071794053539634
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00015145406359806657
},
{
"class_name": "full_page_image",
"confidence": 0.00014140098937787116
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.00013098347699269652
},
{
"class_name": "geographical_map",
"confidence": 0.00012595932639669627
},
{
"class_name": "other",
"confidence": 6.133144052000716e-05
},
{
"class_name": "page_thumbnail",
"confidence": 5.036429865867831e-05
},
{
"class_name": "qr_code",
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},
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"text": "\n\n<::Total Loan Portfolio: donut chart::>\n<::chart::>\nTotal Loan Portfolio\n\nOther Property Types\n81%\n\nOffice Risk Rating 3\n3%\n\nOffice Risk Rating 4\n16%\n\n<::table::>\nOffice Risk Rating Distribution\n\nRisk Rating 3\n17% of office\n\n* $23.5 million principal balance / Class B / Downers Grove, IL\n* Leased occupancy of 93% and a WALT of 5.2 years.\n* Pending maturity December 2026.\n\nRisk Rating 4\n83% of office\n\n* $44.2 million principal balance / Class B / suburban Dallas, TX\n* Leased occupancy of 77% and a WALT of 4.1 years.\n* Pending maturity August 2026.\n* $26.6 million principal balance / Class B / Plano, TX\n* Leased occupancy of 80% and a WALT of 3.1 years.\n* In July 2026, extended the maturity date by two years to July 2028.\n* $24.5 million principal balance / Class A / Carlsbad, CA\n* Leased occupancy of 94% and a WALT of 3.5 years.\n* Demonstrated commitment from sponsor, with $1.1 million of additional equity contributions to date.\n* Pending maturity October 2026.\n* $20.8 million principal balance / Class B / Bellevue, WA\n* Leased occupancy of 83% and a WALT of 5.9 years.\n* Demonstrated commitment from sponsor, with $1.6 million of additional equity contributions to date.\n* Maturity April 2028.\n::>"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.8854439854621887
},
{
"class_name": "icon",
"confidence": 0.05674260854721069
},
{
"class_name": "other",
"confidence": 0.018926268443465233
},
{
"class_name": "bar_chart",
"confidence": 0.010918029583990574
},
{
"class_name": "photograph",
"confidence": 0.0055026221089065075
},
{
"class_name": "calendar",
"confidence": 0.004554498940706253
},
{
"class_name": "stamp",
"confidence": 0.0033165537752211094
},
{
"class_name": "page_thumbnail",
"confidence": 0.003118684981018305
},
{
"class_name": "full_page_image",
"confidence": 0.002043062122538686
},
{
"class_name": "bar_code",
"confidence": 0.001809482229873538
},
{
"class_name": "line_chart",
"confidence": 0.0015641055069863796
},
{
"class_name": "music",
"confidence": 0.0013071774737909436
},
{
"class_name": "table",
"confidence": 0.0012551608961075544
},
{
"class_name": "engineering_drawing",
"confidence": 0.0010363016044721007
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0005304067744873464
},
{
"class_name": "signature",
"confidence": 0.0005183294415473938
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003682438691612333
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00026547780726104975
},
{
"class_name": "flow_chart",
"confidence": 0.00022003657068125904
},
{
"class_name": "qr_code",
"confidence": 0.0001826904044719413
},
{
"class_name": "chemistry_structure",
"confidence": 0.0001513916940893978
},
{
"class_name": "pie_chart",
"confidence": 8.160141442203894e-05
},
{
"class_name": "topographical_map",
"confidence": 6.945966742932796e-05
},
{
"class_name": "geographical_map",
"confidence": 6.131290138000622e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.0906897841778118e-05
},
{
"class_name": "box_plot",
"confidence": 1.555269932396186e-06
}
]
}
]
},
{
"self_ref": "#/pictures/18",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.915092408657074,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.04302576184272766,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.011007551103830338,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.915092408657074
},
{
"class_name": "icon",
"confidence": 0.04302576184272766
},
{
"class_name": "other",
"confidence": 0.011007551103830338
},
{
"class_name": "bar_chart",
"confidence": 0.009748457930982113
},
{
"class_name": "calendar",
"confidence": 0.004564822651445866
},
{
"class_name": "stamp",
"confidence": 0.0029680815059691668
},
{
"class_name": "photograph",
"confidence": 0.0027489957865327597
},
{
"class_name": "page_thumbnail",
"confidence": 0.0019410989480093122
},
{
"class_name": "table",
"confidence": 0.0019091522553935647
},
{
"class_name": "full_page_image",
"confidence": 0.0012218697229400277
},
{
"class_name": "bar_code",
"confidence": 0.0011023628758266568
},
{
"class_name": "line_chart",
"confidence": 0.0009441431611776352
},
{
"class_name": "engineering_drawing",
"confidence": 0.0008156175608746707
},
{
"class_name": "music",
"confidence": 0.0006323359557427466
},
{
"class_name": "signature",
"confidence": 0.0005298878531903028
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00045500838314183056
},
{
"class_name": "crossword_puzzle",
"confidence": 0.0003347268211655319
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003152362769469619
},
{
"class_name": "flow_chart",
"confidence": 0.00019808961951639503
},
{
"class_name": "qr_code",
"confidence": 0.00016712871729396284
},
{
"class_name": "chemistry_structure",
"confidence": 0.00012082824105164036
},
{
"class_name": "geographical_map",
"confidence": 5.266291191219352e-05
},
{
"class_name": "pie_chart",
"confidence": 5.2378214604686946e-05
},
{
"class_name": "topographical_map",
"confidence": 4.099913712707348e-05
},
{
"class_name": "scatter_plot",
"confidence": 8.565624739276245e-06
},
{
"class_name": "box_plot",
"confidence": 1.8329538988837157e-06
}
]
}
]
},
{
"self_ref": "#/pictures/19",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/119"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.915092408657074,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.04302576184272766,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.011007551103830338,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.915092408657074
},
{
"class_name": "icon",
"confidence": 0.04302576184272766
},
{
"class_name": "other",
"confidence": 0.011007551103830338
},
{
"class_name": "bar_chart",
"confidence": 0.009748457930982113
},
{
"class_name": "calendar",
"confidence": 0.004564822651445866
},
{
"class_name": "stamp",
"confidence": 0.0029680815059691668
},
{
"class_name": "photograph",
"confidence": 0.0027489957865327597
},
{
"class_name": "page_thumbnail",
"confidence": 0.0019410989480093122
},
{
"class_name": "table",
"confidence": 0.0019091522553935647
},
{
"class_name": "full_page_image",
"confidence": 0.0012218697229400277
},
{
"class_name": "bar_code",
"confidence": 0.0011023628758266568
},
{
"class_name": "line_chart",
"confidence": 0.0009441431611776352
},
{
"class_name": "engineering_drawing",
"confidence": 0.0008156175608746707
},
{
"class_name": "music",
"confidence": 0.0006323359557427466
},
{
"class_name": "signature",
"confidence": 0.0005298878531903028
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00045500838314183056
},
{
"class_name": "crossword_puzzle",
"confidence": 0.0003347268211655319
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003152362769469619
},
{
"class_name": "flow_chart",
"confidence": 0.00019808961951639503
},
{
"class_name": "qr_code",
"confidence": 0.00016712871729396284
},
{
"class_name": "chemistry_structure",
"confidence": 0.00012082824105164036
},
{
"class_name": "geographical_map",
"confidence": 5.266291191219352e-05
},
{
"class_name": "pie_chart",
"confidence": 5.2378214604686946e-05
},
{
"class_name": "topographical_map",
"confidence": 4.099913712707348e-05
},
{
"class_name": "scatter_plot",
"confidence": 8.565624739276245e-06
},
{
"class_name": "box_plot",
"confidence": 1.8329538988837157e-06
}
]
}
]
},
{
"self_ref": "#/pictures/20",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/152"
},
{
"$ref": "#/texts/153"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.8854439854621887,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.05674260854721069,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
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E4dMNpFrSXCT2RZ1utcR3aJ9tS54UHzCz6et/2DoBZBe9OzOwSG4UF5xQXJ6+ZySj75qZHdgiNkItiJkvh0ZFTnlm1hl5ibsengrh5hXYrfWqtWqmB3pLIsOW/B2RuGQO9Aw8LtOl4DZ/JKClLzsxhjG5PnPx81FA6HK08PXppmspnnjUzNiE+BXZGhNG7VlHrj/ayE9JmxSbArMpTGrJhsEWzxnfvHdOgjE+FnxMBiOvRp6xcEIGvv+rd3ruGVqtcGjGnbIoiIABCRSqlM7DPChdecv3V55KqphqrykMA2r0WP6diyTcnFUx9+v+Ou8e6T4d0ZEeERjl8/OemLt+utJmJchI/8ZIgIBwXD5Wp5y7dWiw0/8fJTBT2hZQy/kEQ0mJhMkAlhXnK/1iLHQPiZUoGqavmTb60NFgiSNSFq2D9fyVSreDRz9c6tv659u6T8OACFkuc4ThBsIDkiMGz/GytDvP0BCKI4eNnEIkMpp1CQTGD4D5LEUN+gL9NXtPMPwYPKrl98eulrsR2f3JA8D82sK949PneugtfKsoyfMPwHWc2rXp6TNigBdi+tnbv54Ofdw7qWzMxVK1VwOFllGLd2do3x/pVFu3W8Bs6sK9mdsiGLMbZp/IIXoobC4XDl6UFLJlpspoyRE+aNTIVdkaF0xMo3G4z3Mp97Y1bsK7ArMpQOy55sEwQwEAh2RMQxtiUlM6HnEACZe/Pe3rmG4ziSCQz/QUQuvLYic4e/3tsmCgsK1r67N0+WJHAKXqm0iSJkSc2rc5PmMCKCM6Iszdg/f6/he7WClwEVh8FhYqC7LBF+QkQ7CoXTlySVggFgjFpH6tw9lUT4GcFkZlYBDCBAyTAwTGilJ5kABgbaVSSUVkhKBZNJVitU+RMWxXSKhjNVd6uXfr156w9f15kbCKTklIPCu8+JfzWqdXvYCaIYt2pK8cWTKk5B+C9BEsN8W21/bdETfsF4kCTLr3/y/jNdood37Itm8g99OTE/U8WrCQ8QbJbscTNS+o+C3asbFm459EXX0I7fTl2tVqrQxLEr52bvXLN1QpZe6wpnNh7+ctInSxjY2r/NGtNjMByOXjoTl/OmSbDMGvHKrBGvwK644uTYj94yNtTNGzVxWsxLsCuuODlq9XRBEtEEEXGM5SXNHdVtIID3929a8MVaBePQhEzkwmtOzN3cwt0LgE0U8or3rPlum6HmqgziGNfaK2Da8MQXe8UwIoIzByoPTtk7XyZijAGQCMF6eWAbkeOg4HD+ivTpdwIRGMNPZJncPJWhkTqOw08kEcZGBgeJEOhOg8MEBQcFh4rr0iffWGViPwFgFWz9I7rtmPyBjtfiEWqN9y/V3rBJQqDeN8irhVKhgAMRGS0mUZbQDGPMXaNTcAo0c7exTq9xVSgUeAjBIlhNNgsYw4OIZBdeq+HVsGuwmGySwDGFXuvCGMODao33PHRuSoUSzRCRVRRMNgtAOl6rUfFwECTRaG4EoOHVOl4DO0ESGqxmkknLq7UqNRgDIEhCvdnEGMNDiFzUWrWKB2C2Wc2CFc0R9DoXBaeAg8lmuVR7/W5jvYfWLdQn0FWjA8CICM0YrcY3vpx7qOo4r+DxXzQgVGrjLTdaadsBW8UNWalg+AVRUITWy1clyzCZmE0Ew/8i/Kx/a/EJH9ki0LYDtgvXZKWCwY4IRNIHL895se8z+NMfBiMiNLPtTMH8A8s5cIwxOIgy/N3kYeFi2UVxd4nAwBjDL2SZdG5cWHsXGazRxPAgUYafqxwTLpZfkXYW2QhgjMHBJtq6BEdsn5Tjr/fDn/4YGBHhQXXmusQd6ZV3ryo5BZoggAGd/MSjx03V98BxeIgsU2CoRuehFkU8hPCzzn7i8ROma3eg4PAQmyi882zam8PH409/DIyI4EBEjLGPfti44lCuSqFkYHgIQ32N9W61hQMDw0NkmfR+as8WGjjFYKy13rlp4RhDM6IkBXr6fjV9XbB3AP70B8CICE1cuXdtwu5/VNXfUHFKPIRBsMrVlxslm8wYw4OISMlzviEuvIYD4WEMgk2uudQo2ogxOGUVbW8M+1vm2Dfxpz8ARkRoIuv7lfknPtMo1WiO4c4Ns7HWyuzwICLy9Ne4+2pAhOYY7t201N+2MI7DI4iS6OvmufX17J6tO+KPgABGAMP/S4yI4HC2pnz859MbbQ0c4/AgxmA1S7cqGyEDDA8hIpWaa9HGVaFgaI7BZpaqLzWSjF9nFazj+sZ/9Mp8jnF43G6YqiuNl1Wcsp3+CT3vDrubplsVxssAXJS6rl4dOcbBziJaJJCLUguH66abKqb00/rCrlE0nbhbxsAkkrx4j/YeEYyxavPtBrExzK21IAkG46VwfRslU6KJm6bqi8bLCqYQSAh1DQ5yaQnglrnGUF/Jc3yEPsyD18OuqvG6VqHx0XjfMtfIJAfq/GFnMF66Zarp5BnpwbsDuGerO3vvAmNMJMlP49NO3xaPCSMi2NkkYfbXi/aUf6NW8GiGgNoqk6lOZAzNEZF3K62bJ0+E5gi4c83UeM/GOA6/SiZZySk/e335oMg+eNw2Xdz2Y21pS5eAO9b7Uzu85qvxBrDx4qdHbh9v7xHhpfYcGxKn5JSwK7xVcq7OMCHiZThsqNjqweufCR4Ou1rL3e1X9hy6/aO/xrdfi94jWg3hGHfReHn1ubz5XWccuv3DuTrDpPavMjA0UXbv/Nc3vjt0+1gP786DA6J7+nQB8K/KHSU1R1u7Bt8yVb/ddYoHrwfw0YX8UNfgYS0Hbr9cYJVs48LGALhQV7G2fLOP2quTV+SIVkMAVDVc31W1/2jt8RDXoP4t+gwLHIDHhBER7IouH5myb75VtHKMw0MYTEax9mojiKEZWSatm8I32IXjGJphjJkbbDVXTCCG38Ei2GI79duQuthVo8NjtfHiZx68e3xQzD+OLUwIievp0xXAOsO/dArd6JBYFafiGAc7meQ15/NKan5c2TvLS+MJu/UVWzx4/ajgWDSxtGxN/xa9e/l2hx2B1pxfr+JUN0w3X2wztq17KJqxSra5JxbP7TzFReUCu/UVW9yVbs+2/suUo3P/FvZ8V+8OANZc2NDGNTim5aBtl3dbJduLYWMBHK89lX/xs0mR40Ncg5ScAg7vnV41Mnh4O31bPD6MiABYBevfC2YeuXacV6jQjEx0+3KjpVFijKEZAvmF6LRuKhCaI8LtK41mo8g4ht9BJpmBrXl53gt9RuCx2njxs9I7p/00vhbJMilyvLfGC0B+xdZvbha2dg2JbtF7SOAA2F1tuPbZ5YIAnR/Pqce2joPd+ootHrx+VHAsmni/7IOn/KKe9OsFhxpLbdrht4YGDEiNSIQzRqHxnZNLZ3aa7Kn2gN3myu2Hqo+1cvFvEE0zOqa5824APjy/oY1byLCWA7dfLjBLlpfCEgCQLBdc+2rv9QOD/J8a2zqOYxwAURaXnFn9l1ZDO3lG4vFhRATg83P73/72PQZwYGiCADA03rPduWZmjKEZWZZdPHjfIB0YHkYAQ2OdUFtlYmBwhvAwBthEsWtw+JdTP9br3PD45F/89K7lXoPY2ELrlxL+EuxyDZvVnHp0yAglU6gVatitr9haXH3EX+t331a3qOccF6UOQF7FJx4q/aiQEQAxMNi9V7bqKb+op/x6o4n5J5cM8n8qukVfOGMUGuefWDK7c7qn2gN2+Rc/vWWqEUn00/i9Gj4Odh9dyPdSeyS0Hrn2wiZXlcsLbUYDqLXc4Tm+xlz7bllOdtQCN94NgCiL75d9EBc0rJNnJB4fRkS3G+9M2vP2mdvlKk6FhzCIglR92Wg1Sxzj8CACOAV8gnUanZIID2OQRLn2qsnWKDGOwQlScAqA4SFEgiwueHby5KGJeHy2XNqhV+n7+vZcdDrn9cjxrVwCAfyrcsePtSciPcI1Cv750FE8xxuFhmVnPhwc0F+n1O69/u/B/v37+PUAsOXSziO1xyPc24a4tBre6mkGBmDF2Y97+3br49sTDkSUc+7jXj7d+vpFwZkGoXHR6ZVT2//dU+MBu82V2/QqfR/f7kvKVqe3nxCg8wNw6u7Z/IqtLV0Cqs23U8JfCnMPBVBcfbSg6itPtd4mCTM6va5W8ABEWVxxdu3wVoM6eETg8WFEVGepP3+7gkAAw0MYJFE2mwQGJ4jAKRiv4cAYnJElEiwSHk3BFGBoTpJlH1ePLsHt8PjUWGoVjPNWe11uqPLk9XreHcBty52rjdeISMWpOnq2UzCFWbLUWu4GuQQCuG25A4Kv1htAreXOlcZrMpEHr2/rHsrws+umm24qN3eVK5q4ZrrprnJ1V7nBGUmWqkw3WukClJwSdjWWWg7MR+N9paFKz7t78HrYXW6oum66GeoaHKjzhx0RVRgv1VruRno84cHrYUeg6423PNUeLkotHp//Afebf6KXY9S5AAAAAElFTkSuQmCC"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.8854439854621887
},
{
"class_name": "icon",
"confidence": 0.05674260854721069
},
{
"class_name": "other",
"confidence": 0.018926268443465233
},
{
"class_name": "bar_chart",
"confidence": 0.010918029583990574
},
{
"class_name": "photograph",
"confidence": 0.0055026221089065075
},
{
"class_name": "calendar",
"confidence": 0.004554498940706253
},
{
"class_name": "stamp",
"confidence": 0.0033165537752211094
},
{
"class_name": "page_thumbnail",
"confidence": 0.003118684981018305
},
{
"class_name": "full_page_image",
"confidence": 0.002043062122538686
},
{
"class_name": "bar_code",
"confidence": 0.001809482229873538
},
{
"class_name": "line_chart",
"confidence": 0.0015641055069863796
},
{
"class_name": "music",
"confidence": 0.0013071774737909436
},
{
"class_name": "table",
"confidence": 0.0012551608961075544
},
{
"class_name": "engineering_drawing",
"confidence": 0.0010363016044721007
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0005304067744873464
},
{
"class_name": "signature",
"confidence": 0.0005183294415473938
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003682438691612333
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00026547780726104975
},
{
"class_name": "flow_chart",
"confidence": 0.00022003657068125904
},
{
"class_name": "qr_code",
"confidence": 0.0001826904044719413
},
{
"class_name": "chemistry_structure",
"confidence": 0.0001513916940893978
},
{
"class_name": "pie_chart",
"confidence": 8.160141442203894e-05
},
{
"class_name": "topographical_map",
"confidence": 6.945966742932796e-05
},
{
"class_name": "geographical_map",
"confidence": 6.131290138000622e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.0906897841778118e-05
},
{
"class_name": "box_plot",
"confidence": 1.555269932396186e-06
}
]
}
]
},
{
"self_ref": "#/pictures/21",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/164"
},
{
"$ref": "#/texts/165"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.915092408657074,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.04302576184272766,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.011007551103830338,
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.915092408657074
},
{
"class_name": "icon",
"confidence": 0.04302576184272766
},
{
"class_name": "other",
"confidence": 0.011007551103830338
},
{
"class_name": "bar_chart",
"confidence": 0.009748457930982113
},
{
"class_name": "calendar",
"confidence": 0.004564822651445866
},
{
"class_name": "stamp",
"confidence": 0.0029680815059691668
},
{
"class_name": "photograph",
"confidence": 0.0027489957865327597
},
{
"class_name": "page_thumbnail",
"confidence": 0.0019410989480093122
},
{
"class_name": "table",
"confidence": 0.0019091522553935647
},
{
"class_name": "full_page_image",
"confidence": 0.0012218697229400277
},
{
"class_name": "bar_code",
"confidence": 0.0011023628758266568
},
{
"class_name": "line_chart",
"confidence": 0.0009441431611776352
},
{
"class_name": "engineering_drawing",
"confidence": 0.0008156175608746707
},
{
"class_name": "music",
"confidence": 0.0006323359557427466
},
{
"class_name": "signature",
"confidence": 0.0005298878531903028
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00045500838314183056
},
{
"class_name": "crossword_puzzle",
"confidence": 0.0003347268211655319
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003152362769469619
},
{
"class_name": "flow_chart",
"confidence": 0.00019808961951639503
},
{
"class_name": "qr_code",
"confidence": 0.00016712871729396284
},
{
"class_name": "chemistry_structure",
"confidence": 0.00012082824105164036
},
{
"class_name": "geographical_map",
"confidence": 5.266291191219352e-05
},
{
"class_name": "pie_chart",
"confidence": 5.2378214604686946e-05
},
{
"class_name": "topographical_map",
"confidence": 4.099913712707348e-05
},
{
"class_name": "scatter_plot",
"confidence": 8.565624739276245e-06
},
{
"class_name": "box_plot",
"confidence": 1.8329538988837157e-06
}
]
}
]
},
{
"self_ref": "#/pictures/22",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.915092408657074,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.04302576184272766,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.011007551103830338,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.915092408657074
},
{
"class_name": "icon",
"confidence": 0.04302576184272766
},
{
"class_name": "other",
"confidence": 0.011007551103830338
},
{
"class_name": "bar_chart",
"confidence": 0.009748457930982113
},
{
"class_name": "calendar",
"confidence": 0.004564822651445866
},
{
"class_name": "stamp",
"confidence": 0.0029680815059691668
},
{
"class_name": "photograph",
"confidence": 0.0027489957865327597
},
{
"class_name": "page_thumbnail",
"confidence": 0.0019410989480093122
},
{
"class_name": "table",
"confidence": 0.0019091522553935647
},
{
"class_name": "full_page_image",
"confidence": 0.0012218697229400277
},
{
"class_name": "bar_code",
"confidence": 0.0011023628758266568
},
{
"class_name": "line_chart",
"confidence": 0.0009441431611776352
},
{
"class_name": "engineering_drawing",
"confidence": 0.0008156175608746707
},
{
"class_name": "music",
"confidence": 0.0006323359557427466
},
{
"class_name": "signature",
"confidence": 0.0005298878531903028
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00045500838314183056
},
{
"class_name": "crossword_puzzle",
"confidence": 0.0003347268211655319
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003152362769469619
},
{
"class_name": "flow_chart",
"confidence": 0.00019808961951639503
},
{
"class_name": "qr_code",
"confidence": 0.00016712871729396284
},
{
"class_name": "chemistry_structure",
"confidence": 0.00012082824105164036
},
{
"class_name": "geographical_map",
"confidence": 5.266291191219352e-05
},
{
"class_name": "pie_chart",
"confidence": 5.2378214604686946e-05
},
{
"class_name": "topographical_map",
"confidence": 4.099913712707348e-05
},
{
"class_name": "scatter_plot",
"confidence": 8.565624739276245e-06
},
{
"class_name": "box_plot",
"confidence": 1.8329538988837157e-06
}
]
}
]
},
{
"self_ref": "#/pictures/23",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/173"
},
{
"$ref": "#/texts/174"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.8854439854621887,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.05674260854721069,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.8854439854621887
},
{
"class_name": "icon",
"confidence": 0.05674260854721069
},
{
"class_name": "other",
"confidence": 0.018926268443465233
},
{
"class_name": "bar_chart",
"confidence": 0.010918029583990574
},
{
"class_name": "photograph",
"confidence": 0.0055026221089065075
},
{
"class_name": "calendar",
"confidence": 0.004554498940706253
},
{
"class_name": "stamp",
"confidence": 0.0033165537752211094
},
{
"class_name": "page_thumbnail",
"confidence": 0.003118684981018305
},
{
"class_name": "full_page_image",
"confidence": 0.002043062122538686
},
{
"class_name": "bar_code",
"confidence": 0.001809482229873538
},
{
"class_name": "line_chart",
"confidence": 0.0015641055069863796
},
{
"class_name": "music",
"confidence": 0.0013071774737909436
},
{
"class_name": "table",
"confidence": 0.0012551608961075544
},
{
"class_name": "engineering_drawing",
"confidence": 0.0010363016044721007
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0005304067744873464
},
{
"class_name": "signature",
"confidence": 0.0005183294415473938
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003682438691612333
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00026547780726104975
},
{
"class_name": "flow_chart",
"confidence": 0.00022003657068125904
},
{
"class_name": "qr_code",
"confidence": 0.0001826904044719413
},
{
"class_name": "chemistry_structure",
"confidence": 0.0001513916940893978
},
{
"class_name": "pie_chart",
"confidence": 8.160141442203894e-05
},
{
"class_name": "topographical_map",
"confidence": 6.945966742932796e-05
},
{
"class_name": "geographical_map",
"confidence": 6.131290138000622e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.0906897841778118e-05
},
{
"class_name": "box_plot",
"confidence": 1.555269932396186e-06
}
]
}
]
},
{
"self_ref": "#/pictures/24",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
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{
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{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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{
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},
{
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},
{
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},
{
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},
{
"class_name": "qr_code",
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},
{
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},
{
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},
{
"class_name": "signature",
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},
{
"class_name": "chemistry_structure",
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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}
]
}
]
},
{
"self_ref": "#/pictures/25",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/183"
},
{
"$ref": "#/texts/184"
}
],
"content_layer": "body",
"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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"class_name": "photograph"
},
{
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"class_name": "full_page_image"
},
{
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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"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 7.155759521992877e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 5.1040613470831886e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 4.9818423576653004e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 2.0184614186291583e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.466503908886807e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 2.580244427008438e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 6.905102054588497e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 18,
"bbox": {
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"t": 513.0869331359863,
"r": 924.48193359375,
"b": 483.2018394470215,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
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}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 179.0,
"height": 30.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9672330021858215
},
{
"class_name": "icon",
"confidence": 0.01661021262407303
},
{
"class_name": "other",
"confidence": 0.004477750975638628
},
{
"class_name": "bar_chart",
"confidence": 0.003201519139111042
},
{
"class_name": "calendar",
"confidence": 0.0018814649665728211
},
{
"class_name": "stamp",
"confidence": 0.001370156998746097
},
{
"class_name": "page_thumbnail",
"confidence": 0.0009937920840457082
},
{
"class_name": "photograph",
"confidence": 0.0008759384509176016
},
{
"class_name": "full_page_image",
"confidence": 0.000669680186547339
},
{
"class_name": "bar_code",
"confidence": 0.00045016707736067474
},
{
"class_name": "engineering_drawing",
"confidence": 0.0004017285828012973
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9672330021858215
},
{
"class_name": "icon",
"confidence": 0.01661021262407303
},
{
"class_name": "other",
"confidence": 0.004477750975638628
},
{
"class_name": "bar_chart",
"confidence": 0.003201519139111042
},
{
"class_name": "calendar",
"confidence": 0.0018814649665728211
},
{
"class_name": "stamp",
"confidence": 0.001370156998746097
},
{
"class_name": "page_thumbnail",
"confidence": 0.0009937920840457082
},
{
"class_name": "photograph",
"confidence": 0.0008759384509176016
},
{
"class_name": "full_page_image",
"confidence": 0.000669680186547339
},
{
"class_name": "bar_code",
"confidence": 0.00045016707736067474
},
{
"class_name": "engineering_drawing",
"confidence": 0.0004017285828012973
},
{
"class_name": "table",
"confidence": 0.0003986699739471078
},
{
"class_name": "line_chart",
"confidence": 0.0002888527524191886
},
{
"class_name": "music",
"confidence": 0.00025800627190619707
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00020370754646137357
},
{
"class_name": "signature",
"confidence": 0.00019068199617322534
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.00014180652215145528
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00013096824113745242
},
{
"class_name": "flow_chart",
"confidence": 7.155759521992877e-05
},
{
"class_name": "chemistry_structure",
"confidence": 5.1040613470831886e-05
},
{
"class_name": "qr_code",
"confidence": 4.9818423576653004e-05
},
{
"class_name": "geographical_map",
"confidence": 2.0184614186291583e-05
},
{
"class_name": "pie_chart",
"confidence": 1.466503908886807e-05
},
{
"class_name": "topographical_map",
"confidence": 1.1315266419842374e-05
},
{
"class_name": "scatter_plot",
"confidence": 2.580244427008438e-06
},
{
"class_name": "box_plot",
"confidence": 6.905102054588497e-07
}
]
}
]
},
{
"self_ref": "#/pictures/27",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/192"
},
{
"$ref": "#/texts/193"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.915092408657074,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.04302576184272766,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.915092408657074
},
{
"class_name": "icon",
"confidence": 0.04302576184272766
},
{
"class_name": "other",
"confidence": 0.011007551103830338
},
{
"class_name": "bar_chart",
"confidence": 0.009748457930982113
},
{
"class_name": "calendar",
"confidence": 0.004564822651445866
},
{
"class_name": "stamp",
"confidence": 0.0029680815059691668
},
{
"class_name": "photograph",
"confidence": 0.0027489957865327597
},
{
"class_name": "page_thumbnail",
"confidence": 0.0019410989480093122
},
{
"class_name": "table",
"confidence": 0.0019091522553935647
},
{
"class_name": "full_page_image",
"confidence": 0.0012218697229400277
},
{
"class_name": "bar_code",
"confidence": 0.0011023628758266568
},
{
"class_name": "line_chart",
"confidence": 0.0009441431611776352
},
{
"class_name": "engineering_drawing",
"confidence": 0.0008156175608746707
},
{
"class_name": "music",
"confidence": 0.0006323359557427466
},
{
"class_name": "signature",
"confidence": 0.0005298878531903028
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00045500838314183056
},
{
"class_name": "crossword_puzzle",
"confidence": 0.0003347268211655319
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003152362769469619
},
{
"class_name": "flow_chart",
"confidence": 0.00019808961951639503
},
{
"class_name": "qr_code",
"confidence": 0.00016712871729396284
},
{
"class_name": "chemistry_structure",
"confidence": 0.00012082824105164036
},
{
"class_name": "geographical_map",
"confidence": 5.266291191219352e-05
},
{
"class_name": "pie_chart",
"confidence": 5.2378214604686946e-05
},
{
"class_name": "topographical_map",
"confidence": 4.099913712707348e-05
},
{
"class_name": "scatter_plot",
"confidence": 8.565624739276245e-06
},
{
"class_name": "box_plot",
"confidence": 1.8329538988837157e-06
}
]
}
]
},
{
"self_ref": "#/pictures/28",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/197"
},
{
"$ref": "#/texts/198"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.8854439854621887,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.05674260854721069,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.8854439854621887
},
{
"class_name": "icon",
"confidence": 0.05674260854721069
},
{
"class_name": "other",
"confidence": 0.018926268443465233
},
{
"class_name": "bar_chart",
"confidence": 0.010918029583990574
},
{
"class_name": "photograph",
"confidence": 0.0055026221089065075
},
{
"class_name": "calendar",
"confidence": 0.004554498940706253
},
{
"class_name": "stamp",
"confidence": 0.0033165537752211094
},
{
"class_name": "page_thumbnail",
"confidence": 0.003118684981018305
},
{
"class_name": "full_page_image",
"confidence": 0.002043062122538686
},
{
"class_name": "bar_code",
"confidence": 0.001809482229873538
},
{
"class_name": "line_chart",
"confidence": 0.0015641055069863796
},
{
"class_name": "music",
"confidence": 0.0013071774737909436
},
{
"class_name": "table",
"confidence": 0.0012551608961075544
},
{
"class_name": "engineering_drawing",
"confidence": 0.0010363016044721007
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0005304067744873464
},
{
"class_name": "signature",
"confidence": 0.0005183294415473938
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003682438691612333
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00026547780726104975
},
{
"class_name": "flow_chart",
"confidence": 0.00022003657068125904
},
{
"class_name": "qr_code",
"confidence": 0.0001826904044719413
},
{
"class_name": "chemistry_structure",
"confidence": 0.0001513916940893978
},
{
"class_name": "pie_chart",
"confidence": 8.160141442203894e-05
},
{
"class_name": "topographical_map",
"confidence": 6.945966742932796e-05
},
{
"class_name": "geographical_map",
"confidence": 6.131290138000622e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.0906897841778118e-05
},
{
"class_name": "box_plot",
"confidence": 1.555269932396186e-06
}
]
}
]
},
{
"self_ref": "#/pictures/29",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/231"
},
{
"$ref": "#/texts/232"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.8857614398002625,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.056540656834840775,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.018892165273427963,
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E4dMNpFrSXCT2RZ1utcR3aJ9tS54UHzCz6et/2DoBZBe9OzOwSG4UF5xQXJ6+ZySj75qZHdgiNkItiJkvh0ZFTnlm1hl5ibsengrh5hXYrfWqtWqmB3pLIsOW/B2RuGQO9Aw8LtOl4DZ/JKClLzsxhjG5PnPx81FA6HK08PXppmspnnjUzNiE+BXZGhNG7VlHrj/ayE9JmxSbArMpTGrJhsEWzxnfvHdOgjE+FnxMBiOvRp6xcEIGvv+rd3ruGVqtcGjGnbIoiIABCRSqlM7DPChdecv3V55KqphqrykMA2r0WP6diyTcnFUx9+v+Ou8e6T4d0ZEeERjl8/OemLt+utJmJchI/8ZIgIBwXD5Wp5y7dWiw0/8fJTBT2hZQy/kEQ0mJhMkAlhXnK/1iLHQPiZUoGqavmTb60NFgiSNSFq2D9fyVSreDRz9c6tv659u6T8OACFkuc4ThBsIDkiMGz/GytDvP0BCKI4eNnEIkMpp1CQTGD4D5LEUN+gL9NXtPMPwYPKrl98eulrsR2f3JA8D82sK949PneugtfKsoyfMPwHWc2rXp6TNigBdi+tnbv54Ofdw7qWzMxVK1VwOFllGLd2do3x/pVFu3W8Bs6sK9mdsiGLMbZp/IIXoobC4XDl6UFLJlpspoyRE+aNTIVdkaF0xMo3G4z3Mp97Y1bsK7ArMpQOy55sEwQwEAh2RMQxtiUlM6HnEACZe/Pe3rmG4ziSCQz/QUQuvLYic4e/3tsmCgsK1r67N0+WJHAKXqm0iSJkSc2rc5PmMCKCM6Iszdg/f6/he7WClwEVh8FhYqC7LBF+QkQ7CoXTlySVggFgjFpH6tw9lUT4GcFkZlYBDCBAyTAwTGilJ5kABgbaVSSUVkhKBZNJVitU+RMWxXSKhjNVd6uXfr156w9f15kbCKTklIPCu8+JfzWqdXvYCaIYt2pK8cWTKk5B+C9BEsN8W21/bdETfsF4kCTLr3/y/jNdood37Itm8g99OTE/U8WrCQ8QbJbscTNS+o+C3asbFm459EXX0I7fTl2tVqrQxLEr52bvXLN1QpZe6wpnNh7+ctInSxjY2r/NGtNjMByOXjoTl/OmSbDMGvHKrBGvwK644uTYj94yNtTNGzVxWsxLsCuuODlq9XRBEtEEEXGM5SXNHdVtIID3929a8MVaBePQhEzkwmtOzN3cwt0LgE0U8or3rPlum6HmqgziGNfaK2Da8MQXe8UwIoIzByoPTtk7XyZijAGQCMF6eWAbkeOg4HD+ivTpdwIRGMNPZJncPJWhkTqOw08kEcZGBgeJEOhOg8MEBQcFh4rr0iffWGViPwFgFWz9I7rtmPyBjtfiEWqN9y/V3rBJQqDeN8irhVKhgAMRGS0mUZbQDGPMXaNTcAo0c7exTq9xVSgUeAjBIlhNNgsYw4OIZBdeq+HVsGuwmGySwDGFXuvCGMODao33PHRuSoUSzRCRVRRMNgtAOl6rUfFwECTRaG4EoOHVOl4DO0ESGqxmkknLq7UqNRgDIEhCvdnEGMNDiFzUWrWKB2C2Wc2CFc0R9DoXBaeAg8lmuVR7/W5jvYfWLdQn0FWjA8CICM0YrcY3vpx7qOo4r+DxXzQgVGrjLTdaadsBW8UNWalg+AVRUITWy1clyzCZmE0Ew/8i/Kx/a/EJH9ki0LYDtgvXZKWCwY4IRNIHL895se8z+NMfBiMiNLPtTMH8A8s5cIwxOIgy/N3kYeFi2UVxd4nAwBjDL2SZdG5cWHsXGazRxPAgUYafqxwTLpZfkXYW2QhgjMHBJtq6BEdsn5Tjr/fDn/4YGBHhQXXmusQd6ZV3ryo5BZoggAGd/MSjx03V98BxeIgsU2CoRuehFkU8hPCzzn7i8ROma3eg4PAQmyi882zam8PH409/DIyI4EBEjLGPfti44lCuSqFkYHgIQ32N9W61hQMDw0NkmfR+as8WGjjFYKy13rlp4RhDM6IkBXr6fjV9XbB3AP70B8CICE1cuXdtwu5/VNXfUHFKPIRBsMrVlxslm8wYw4OISMlzviEuvIYD4WEMgk2uudQo2ogxOGUVbW8M+1vm2Dfxpz8ARkRoIuv7lfknPtMo1WiO4c4Ns7HWyuzwICLy9Ne4+2pAhOYY7t201N+2MI7DI4iS6OvmufX17J6tO+KPgABGAMP/S4yI4HC2pnz859MbbQ0c4/AgxmA1S7cqGyEDDA8hIpWaa9HGVaFgaI7BZpaqLzWSjF9nFazj+sZ/9Mp8jnF43G6YqiuNl1Wcsp3+CT3vDrubplsVxssAXJS6rl4dOcbBziJaJJCLUguH66abKqb00/rCrlE0nbhbxsAkkrx4j/YeEYyxavPtBrExzK21IAkG46VwfRslU6KJm6bqi8bLCqYQSAh1DQ5yaQnglrnGUF/Jc3yEPsyD18OuqvG6VqHx0XjfMtfIJAfq/GFnMF66Zarp5BnpwbsDuGerO3vvAmNMJMlP49NO3xaPCSMi2NkkYfbXi/aUf6NW8GiGgNoqk6lOZAzNEZF3K62bJ0+E5gi4c83UeM/GOA6/SiZZySk/e335oMg+eNw2Xdz2Y21pS5eAO9b7Uzu85qvxBrDx4qdHbh9v7xHhpfYcGxKn5JSwK7xVcq7OMCHiZThsqNjqweufCR4Ou1rL3e1X9hy6/aO/xrdfi94jWg3hGHfReHn1ubz5XWccuv3DuTrDpPavMjA0UXbv/Nc3vjt0+1gP786DA6J7+nQB8K/KHSU1R1u7Bt8yVb/ddYoHrwfw0YX8UNfgYS0Hbr9cYJVs48LGALhQV7G2fLOP2quTV+SIVkMAVDVc31W1/2jt8RDXoP4t+gwLHIDHhBER7IouH5myb75VtHKMw0MYTEax9mojiKEZWSatm8I32IXjGJphjJkbbDVXTCCG38Ei2GI79duQuthVo8NjtfHiZx68e3xQzD+OLUwIievp0xXAOsO/dArd6JBYFafiGAc7meQ15/NKan5c2TvLS+MJu/UVWzx4/ajgWDSxtGxN/xa9e/l2hx2B1pxfr+JUN0w3X2wztq17KJqxSra5JxbP7TzFReUCu/UVW9yVbs+2/suUo3P/FvZ8V+8OANZc2NDGNTim5aBtl3dbJduLYWMBHK89lX/xs0mR40Ncg5ScAg7vnV41Mnh4O31bPD6MiABYBevfC2YeuXacV6jQjEx0+3KjpVFijKEZAvmF6LRuKhCaI8LtK41mo8g4ht9BJpmBrXl53gt9RuCx2njxs9I7p/00vhbJMilyvLfGC0B+xdZvbha2dg2JbtF7SOAA2F1tuPbZ5YIAnR/Pqce2joPd+ootHrx+VHAsmni/7IOn/KKe9OsFhxpLbdrht4YGDEiNSIQzRqHxnZNLZ3aa7Kn2gN3myu2Hqo+1cvFvEE0zOqa5824APjy/oY1byLCWA7dfLjBLlpfCEgCQLBdc+2rv9QOD/J8a2zqOYxwAURaXnFn9l1ZDO3lG4vFhRATg83P73/72PQZwYGiCADA03rPduWZmjKEZWZZdPHjfIB0YHkYAQ2OdUFtlYmBwhvAwBthEsWtw+JdTP9br3PD45F/89K7lXoPY2ELrlxL+EuxyDZvVnHp0yAglU6gVatitr9haXH3EX+t331a3qOccF6UOQF7FJx4q/aiQEQAxMNi9V7bqKb+op/x6o4n5J5cM8n8qukVfOGMUGuefWDK7c7qn2gN2+Rc/vWWqEUn00/i9Gj4Odh9dyPdSeyS0Hrn2wiZXlcsLbUYDqLXc4Tm+xlz7bllOdtQCN94NgCiL75d9EBc0rJNnJB4fRkS3G+9M2vP2mdvlKk6FhzCIglR92Wg1Sxzj8CACOAV8gnUanZIID2OQRLn2qsnWKDGOwQlScAqA4SFEgiwueHby5KGJeHy2XNqhV+n7+vZcdDrn9cjxrVwCAfyrcsePtSciPcI1Cv750FE8xxuFhmVnPhwc0F+n1O69/u/B/v37+PUAsOXSziO1xyPc24a4tBre6mkGBmDF2Y97+3br49sTDkSUc+7jXj7d+vpFwZkGoXHR6ZVT2//dU+MBu82V2/QqfR/f7kvKVqe3nxCg8wNw6u7Z/IqtLV0Cqs23U8JfCnMPBVBcfbSg6itPtd4mCTM6va5W8ABEWVxxdu3wVoM6eETg8WFEVGepP3+7gkAAw0MYJFE2mwQGJ4jAKRiv4cAYnJElEiwSHk3BFGBoTpJlH1ePLsHt8PjUWGoVjPNWe11uqPLk9XreHcBty52rjdeISMWpOnq2UzCFWbLUWu4GuQQCuG25A4Kv1htAreXOlcZrMpEHr2/rHsrws+umm24qN3eVK5q4ZrrprnJ1V7nBGUmWqkw3WukClJwSdjWWWg7MR+N9paFKz7t78HrYXW6oum66GeoaHKjzhx0RVRgv1VruRno84cHrYUeg6423PNUeLkotHp//Afebf6KXY9S5AAAAAElFTkSuQmCC"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.8857614398002625
},
{
"class_name": "icon",
"confidence": 0.056540656834840775
},
{
"class_name": "other",
"confidence": 0.018892165273427963
},
{
"class_name": "bar_chart",
"confidence": 0.010898152366280556
},
{
"class_name": "photograph",
"confidence": 0.005477286409586668
},
{
"class_name": "calendar",
"confidence": 0.0045543089509010315
},
{
"class_name": "stamp",
"confidence": 0.003312330460175872
},
{
"class_name": "page_thumbnail",
"confidence": 0.003110031131654978
},
{
"class_name": "full_page_image",
"confidence": 0.002038784557953477
},
{
"class_name": "bar_code",
"confidence": 0.001804138533771038
},
{
"class_name": "line_chart",
"confidence": 0.0015631256392225623
},
{
"class_name": "music",
"confidence": 0.0013010397087782621
},
{
"class_name": "table",
"confidence": 0.0012539989547803998
},
{
"class_name": "engineering_drawing",
"confidence": 0.0010335106635466218
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0005297621246427298
},
{
"class_name": "signature",
"confidence": 0.0005177743150852621
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.00036801036912947893
},
{
"class_name": "crossword_puzzle",
"confidence": 0.0002654891577549279
},
{
"class_name": "flow_chart",
"confidence": 0.00021979051234666258
},
{
"class_name": "qr_code",
"confidence": 0.00018258256022818387
},
{
"class_name": "chemistry_structure",
"confidence": 0.00015123351477086544
},
{
"class_name": "pie_chart",
"confidence": 8.136036194628105e-05
},
{
"class_name": "topographical_map",
"confidence": 6.929728260729462e-05
},
{
"class_name": "geographical_map",
"confidence": 6.124002538854256e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.0902133908530232e-05
},
{
"class_name": "box_plot",
"confidence": 1.5542481150987442e-06
}
]
}
]
},
{
"self_ref": "#/pictures/30",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/237"
},
{
"$ref": "#/texts/238"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9151905179023743,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.04294966161251068,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.01100193616002798,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
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7u2HdmrKlLOqIkzElIBSLI8aEnG3tM/RrUIT+830kOrJ8JPVFU1GjyHd4nzNXjhTvMKP5i75d2wFmE7M5d2CI3CnfKLC9PWzOE0YtrDw7uFx6hEcJIV+bHYnp1btoVTSl7Whn3bukd1KX51tVYjwOlAZVla/vyTV0yh/qGmBVsMog7u5JcUphfkMMbWp817qudguHxfeXzg4gyLwzp3eHpW0jg4FZlKE1dMrjffzknOnJGQCqciU2n8skk2yZHU+dH4Dn1UIvyMGFh8hz5tg8IA5Oxc+9rWVaJGeLHfqLYtwogIABEJGk1Kn2Eeou70tfPDV0wxVZVHhLZ5MW5Ux5ZtSs4ee++7T2+abz4U/eC3U99jRIR7OHz56MTPX6u3W4hxMQHqQxEyXHiG89XqR9/YbQ78xC9ICHtAzxh+ochosDCVoBKi/NRHWsscA+FnGh5V1eqH39gbbJAUe3LPIf98PlsriGjm4o1rf139Wkn5YQC8RuQ4TpIcIDUmNGr3y8sj/IMBSLI88J0JRaZSjudJJTD8BylyZGDYF5nL2gVH4E5ll88+tvjFhI4PrUubi2bWFG8fmzeHF/WqquInDP9BduuK52ZnDEiG07Or52zc99mDUV1LZuRpNQJcjlaZxqyeVWO+fWHhdoOogztrSraPW5fDGNswdv7TPQfD5fvK4wMWTbA5LFnDx88dng6nIlPpsOWvNJhvZT/58syE5+FUZCodsnSSQ5LAQCA4ERHH2EfjspN7DAKQvTP/ta2rOI4jlcDwH0TkIeorsj8NNvo7ZGl+4eo3duarigKOFzUahyxDVbSiNi919jO9ExgRwR1ZVabvnrfT9J2WF1VA4DAwSg71VhXCT4jo073S8XOKwDMAjFHrWIO3r4YIPyNYrMwugQEEaBj6R0mtjKQSwMBA24qk0gpFwzOVVC0vFIxfGN8pDu5U3axe/NXGTT98VWdtIJCG0wyIfnB20gs9W7eHkyTLiSsmF589KnA84b8kRY4KbLXlxYUPBIXjToqqvvTh2493iRvasS+aKdj/xYSCbEHUEu4gOWxLx0wf9+gIOL2wbsFH+z/vGtnxmykrtRoBTRy6cGrW1lWbxucY9Z5wZ/33X0z8cBEDW/23maO6D4TLwXMnEnNfsUi2mcOenznseTgVVxwd/f6r5oa6uSMmTI1/Fk7FFUdHrJwmKTKaICKOsfzUOSO69Qfw9u4N8z9fzTMOTahEHqLuyJyNLbz9ADhkKb94x6pvN5tqLqogjnGt/UKmDk15ple8qBEYEcGdPZX7Ju+cpxIxxgAohHCj2r+NzHHgOZy+oHz8rUQExvATVSUvX01krIHj8BNFhrmRwUUhhHrTwCiJ58BzqLisfPi1XSX2EwB2yfFoTLdPJ71rEPW4h1rz7XO1VxyKFGoMDPNroeF5uBCR2WaRVQXNMMa8dQae49HMzcY6o86T53nchWCT7BaHDYzhTkSqh6jXiVo4NdgsDkXiGG/UezDGcKda8y0fg5eG16AZIrLLksVhA8gg6nWCCBdJkc3WRgA6UWsQdXCSFKnBbiWV9KJWL2jBGABJkeqtFsYY7kLkodVrBRGA1WG3SnY0RzAaPHiOh4vFYTtXe/lmY72P3isyINRTZ4ATIyI0Y7abX/5izv6qwyIv4r+oX6TSxl9ttNPmPY6KK6qGZ/gFUViM3i9QUFVYLMwhg+F/EX72aGv5gQDVJtHmPY4zl1QNz+BEBCLl3edmP9P3cfzpj4QREZrZfKJw3p4lHDjGGFxkFcFe6pBoueysvL1EYmCM4ReqSgYvLqq9hwrWaGG4k6wiyFONj5bLLyhbixwEMMbg4pAdXcJjtkzMDTYG4U9/GIyIcKc6a13Kp5mVNy9qOB5NEMCATkHywcOW6lvgONxFVSk0Umfw0coy7kL4Wecg+fARy6Ub4DncxSFLrz+R8crQsfjTHwYjIrgQEWPs/R/WL9ufJ/AaBoa7MNTX2G9W2zgwMNxFVckYpPVtoYNbDOZa+42rNo4xNCMrSqhv4JfT1oT7h+BPfwyMiNDEhVuXxm//R1X9FYHT4C4Mkl2tPt+oOFTGGO5ERBqRC4zwEHUcCHdjkBxqzblG2UGMwS277Hh5yN+yR7+CP/0xMCJCEznfLS848olOo0VzDDeuWM21duaEOxGRb7DOO1AHIjTHcOuqrf66jXEc7kFW5EAv300vLe3RuiP+CAhgBDD8f8WICC4na8rHfjat0dHAMQ53Ygx2q3KtshEqwHAXIhK0XIs2njzP0ByDw6pUn2skFb/OLtnH9E16//l5HONwv12xVFeazwucpp3xAaPoDaerlmsV5vMAPDSGrn4dOcbBySbbFJCHRg+Xy5arAtME6QPh1ChbjtwsY2AKKX6iT3ufGMZYtfV6g9wY5dVaUiST+Vy0sY2GadDEVUv1WfN5nvESSZGe4WEeLQFcs9aY6itFTowxRvmIRjhVNV7W87oAnf81a41KaqghGE4m87lrlppOvrE+ojeAW466k7fOMMZkUoJ0Ae2MbXH/MCKCk0ORZn21cEf511peRDME1FZZLHUyY2iOiPxb6b18RSI0R8CNS5bGWw7GcfhVKqkaTvPJS0sGxPbB/bbh7OYfa0tbeoTcsN+e0uHFQJ0/gPVnPz5w/XB7nxg/re/oiEQNp4HT3mslp+pM42Oeg8u6ik0+ovHx8KFwqrXd3HJhx/7rPwbrAh9p0XtYq0Ec486az688lT+v6/T91384VWea2P4FBoYmym6d/urKt/uvH+ru33lgSFyPgC4A/lX5aUnNwdae4dcs1a91newjGgG8f6Yg0jN8SMv+W84X2hXHmKhRAM7UVawu3xig9evkFzus1SAAVQ2Xt1XtPlh7OMIz7NEWfYaE9sP9w4gITkXnD0zeNc8u2znG4S4MFrNce7ERxNCMqpLeiw8M9+A4hmYYY9YGR80FC4jhd7BJjoROj6xLf9NTZ8B9tf7sJz6id1JY/D8OLUiOSOwR0BXAGtO/DLxhZESCwAkc4+CkkrrqdH5JzY/Le+f46XzhtLbiIx/ROCI8AU0sLlv1aIvevQIfhBOBVp1eK3DCFcvVZ9qMbusdiWbsimPOkTfndJ7sIXjAaW3FR94aryda/2XywTl/i3qqq38HAKvOrGvjGR7fcsDm89vtiuOZqNEADtceKzj7ycTYsRGeYRqOh8tbx1cMDx/aztgW9xUjIgB2yf73whkHLh0WeQHNqETXzzfaGhXGGJohUFCEQe8lgNAcEa5faLSaZcYx/A4qqQxs1XNzn+4zDPfV+rOflN44HqQLtCm2ibFj/XV+AAoqNn19dW9rz4i4Fr0HhfaD08WGS5+cLwwxBImcdnTrRDitrfjIRzSOCE9AE2+XvftwUM+HgnrBpcZWm/H9q4ND+qXHpMAds9T4+tHFMzpN8tX6wGlj5Zb91YdaeQQ3yJbpHTO8RS8A751e18YrYkjL/lvOF1oV27NRyQBIVQsvfbnz8p4BwQ+Pbp3IMQ6ArMqLTqz8S6vBnXxjcV8xIgLw2andr33zFgM4MDRBABgabzluXLIyxtCMqqoePmJgmAEMdyOAobFOqq2yMDC4Q7gbAxyy3DU8+ospHxgNXrh/Cs5+fNN2q0FubKEPGhf9LJzyTBu1nHZkxDAN47W8Fk5rKzYVVx8I1gfddtQt7DHbQ2MAkF/xoY9gHBExDCAGBqe3ylY8HNTz4aDeaGLe0UUDgh+Oa9EX7pilxnlHFs3qnOmr9YFTwdmPr1lqZJKDdEEvRI+B0/tnCvy0Psmth68+s8FT8Hi6zUgAtbYbIifWWGvfKMtd2nO+l+gFQFblt8veTQwb0sk3FvcVI6LrjTcm7njtxPVygRNwFwZZUqrPm+1WhWMc7kQAxyMg3KAzaIhwNwZFVmsvWhyNCuMY3CCe4wGGuxBJqjz/iUmTBqfg/vno3KdGwdg3sMfC47kvxY5t5REK4F+Vn/5YeyTWJ1rHi09FjhA50Sw1vHPivYEhjxo0+p2X/z0w+NE+Qd0BfHRu64HawzHebSM8Wg1t9RgDA7Ds5Ae9A7v1CewBFyLKPfVBr4BufYN6wp0GqXHh8eVT2v/dV+cDp42Vm42CsU/gg4vKVma2Hx9iCAJw7ObJgopNLT1Cqq3Xx0U/G+UdCaC4+mBh1Ze+WqNDkaZ3eknLiwBkVV52cvXQVgM6+MTgvmJEVGerP329gkAAw10YFFm1WiQGN4jA8UzUcWAM7qgKSTYF98YzHgzNKaoa4OnTJbwd7p8aWy3POH+t3/mGKl/RaBS9AVy33bjYeImIBE7o6NuOZ7xVsdXaboZ5hAK4brsBQqDeH0Ct7caFxksqkY9obOsdyfCzy5arXoKXt+CJJi5ZrnoLnt6CF9xRVKXKcqWVIUTDaeBUY6vlwAJ0/hcaqoyit49ohNP5hqrLlquRnuGhhmA4EVGF+Vyt7WaszwM+ohFOBLrceM1X6+Oh0eO++h9MS4hA42lb6AAAAABJRU5ErkJggg=="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9151905179023743
},
{
"class_name": "icon",
"confidence": 0.04294966161251068
},
{
"class_name": "other",
"confidence": 0.01100193616002798
},
{
"class_name": "bar_chart",
"confidence": 0.009744381532073021
},
{
"class_name": "calendar",
"confidence": 0.0045626116916537285
},
{
"class_name": "stamp",
"confidence": 0.0029643927700817585
},
{
"class_name": "photograph",
"confidence": 0.002747580409049988
},
{
"class_name": "page_thumbnail",
"confidence": 0.0019394251285120845
},
{
"class_name": "table",
"confidence": 0.0019102677470073104
},
{
"class_name": "full_page_image",
"confidence": 0.0012215177994221449
},
{
"class_name": "bar_code",
"confidence": 0.0011024463456124067
},
{
"class_name": "line_chart",
"confidence": 0.0009423547890037298
},
{
"class_name": "engineering_drawing",
"confidence": 0.0008152585942298174
},
{
"class_name": "music",
"confidence": 0.0006310319877229631
},
{
"class_name": "signature",
"confidence": 0.0005294263828545809
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0004551221209112555
},
{
"class_name": "crossword_puzzle",
"confidence": 0.0003348499012645334
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.00031525554368272424
},
{
"class_name": "flow_chart",
"confidence": 0.00019788465579040349
},
{
"class_name": "qr_code",
"confidence": 0.00016701247659511864
},
{
"class_name": "chemistry_structure",
"confidence": 0.00012073085235897452
},
{
"class_name": "geographical_map",
"confidence": 5.262844206299633e-05
},
{
"class_name": "pie_chart",
"confidence": 5.2281269745435566e-05
},
{
"class_name": "topographical_map",
"confidence": 4.09794483857695e-05
},
{
"class_name": "scatter_plot",
"confidence": 8.563814844819717e-06
},
{
"class_name": "box_plot",
"confidence": 1.8306136553292163e-06
}
]
}
]
},
{
"self_ref": "#/pictures/31",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::transcription of the content\n: legend::>\n\n\n
\n
Coupon Rate - Secured Financing (left axis) (1)\n
\n
\n
Coupon Rate - Investments (left axis) (2)\n
\n
\n
\n
Originations - Net Interest Margin (right axis) (3)\n