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"orig": "The properties above are not representative of all transactions. The information provided herein is as of June 30, 2026, unless otherwise noted.",
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"orig": "\uf06c GAAP net loss of $255.4 million, or $1.81 per share, for the quarter",
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"orig": "-Provision for CECL reserves of $208.8 million, or $1.45 per share, primarily reflecting increased reserves to align with anticipated nearterm resolution levels",
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"orig": "\uf06c Distributable loss of $90.8 million, or $0.63 per share, for the quarter and distributable loss prior to realized gains and losses of $10.5 million, or $0.07 per share, for the quarter 1, 14",
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"orig": "\uf06c $2.8 billion held-for-investment loan portfolio 4 , of which 96% are floating-rate and 96% are senior loans 4, 6",
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"orig": "-Total leverage ratio of 2.7x; including Q3 loan resolutions and deleveraging to-date, ratio declined to 2.4x 11, 14",
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"orig": "\uf06c At quarter-end, total liquidity of $103 million; at July 24, 2026, total liquidity of $168 million 7",
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"orig": "The information herein generally speaks as of the date hereof or such earlier date referred to on specific pages herein. In furnishing this document, Claros Mortgage Trust, Inc. and its consolidated subsidiaries (the 'Company' or 'CMTG') do not undertake to update the information herein. No legal commitment or obligation shall arise by the provision of this presentation. All financial information is provided for general reference purposes only and is superseded by, and is qualified in its entirety by reference to, CMTG's financial statements.",
"text": "The information herein generally speaks as of the date hereof or such earlier date referred to on specific pages herein. In furnishing this document, Claros Mortgage Trust, Inc. and its consolidated subsidiaries (the 'Company' or 'CMTG') do not undertake to update the information herein. No legal commitment or obligation shall arise by the provision of this presentation. All financial information is provided for general reference purposes only and is superseded by, and is qualified in its entirety by reference to, CMTG's financial statements."
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"orig": "This document does not constitute (i) an offer to sell or a solicitation of an offer to purchase any securities in CMTG, (ii) a means by which any other investment may be offered or sold or (iii) advice or an expression of our view as to whether an investment in CMTG is suitable for any person.",
"text": "This document does not constitute (i) an offer to sell or a solicitation of an offer to purchase any securities in CMTG, (ii) a means by which any other investment may be offered or sold or (iii) advice or an expression of our view as to whether an investment in CMTG is suitable for any person."
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"orig": "The performance information set forth in this document has generally been prepared on the basis of generally accepted accounting principles in the United States (U.S. GAAP). The basis on which CMTG's operating metrics are presented in this document may vary from other reports or documents that CMTG prepares from time to time for internal or external use.",
"text": "The performance information set forth in this document has generally been prepared on the basis of generally accepted accounting principles in the United States (U.S. GAAP). The basis on which CMTG's operating metrics are presented in this document may vary from other reports or documents that CMTG prepares from time to time for internal or external use."
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"orig": "Net Debt / Equity Ratio, Total Leverage Ratio, and Distributable Earnings (Loss) are non-GAAP measures used to evaluate the Company's performance excluding the effects of certain transactions, non-cash items and GAAP adjustments, as determined by our Manager. Net Debt / Equity Ratio is a non-GAAP measure, which the Company defines as the ratio of asset-specific debt and secured term loan, less cash and cash equivalents, to total equity. Total Leverage Ratio is a non-GAAP measure, which the Company defines as the ratio of asset-specific debt and Secured Term Loan, plus non-consolidated senior interests held by third parties, less cash and cash equivalents, to total equity. Refer to page 20 for a reconciliation of Net Debt / Equity Ratio and Total Leverage Ratio. For further information, please refer to Item 7 (MD&A) of our Form 10-Ks and/or Item 2 (MD&A) of our Form 10-Qs.",
"text": "Net Debt / Equity Ratio, Total Leverage Ratio, and Distributable Earnings (Loss) are non-GAAP measures used to evaluate the Company's performance excluding the effects of certain transactions, non-cash items and GAAP adjustments, as determined by our Manager. Net Debt / Equity Ratio is a non-GAAP measure, which the Company defines as the ratio of asset-specific debt and secured term loan, less cash and cash equivalents, to total equity. Total Leverage Ratio is a non-GAAP measure, which the Company defines as the ratio of asset-specific debt and Secured Term Loan, plus non-consolidated senior interests held by third parties, less cash and cash equivalents, to total equity. Refer to page 20 for a reconciliation of Net Debt / Equity Ratio and Total Leverage Ratio. For further information, please refer to Item 7 (MD&A) of our Form 10-Ks and/or Item 2 (MD&A) of our Form 10-Qs."
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"orig": "Distributable Earnings (Loss) is a non-GAAP measure, which the Company defines as net income (loss) in accordance with GAAP, excluding (i) non-cash stock-based compensation expense, (ii) real estate owned held-for-investment depreciation and amortization, (iii) any unrealized gains or losses from mark-to-market valuation changes (other than permanent impairments) that are included in net income (loss) for the applicable period, (iv) one-time events pursuant to changes in GAAP and (v) certain non-cash items, which in the judgment of the Company's Manager, should not be included in Distributable Earnings (Loss). For both the Company's entire portfolio and its real estate owned assets, the Company presents Distributable Earnings (Loss) prior to realized gains and losses, which such gains and losses include, as applicable, (i) charge-offs and recoveries of principal, accrued interest receivable, and/or exit fees and (ii) gains, losses, and components thereof recognized in connection with real estate owned assets, as the Company believes this more easily allows the Board, Manager, and investors to compare the Company's operating performance to our peers, to assess our ability to declare and pay dividends, and to determine our compliance with certain financial covenants. Pursuant to the Management Agreement, the Company uses Core Earnings, which is substantially the same as Distributable Earnings (Loss) excluding incentive fees, to determine the incentive fees the Company pays our Manager.",
"text": "Distributable Earnings (Loss) is a non-GAAP measure, which the Company defines as net income (loss) in accordance with GAAP, excluding (i) non-cash stock-based compensation expense, (ii) real estate owned held-for-investment depreciation and amortization, (iii) any unrealized gains or losses from mark-to-market valuation changes (other than permanent impairments) that are included in net income (loss) for the applicable period, (iv) one-time events pursuant to changes in GAAP and (v) certain non-cash items, which in the judgment of the Company's Manager, should not be included in Distributable Earnings (Loss). For both the Company's entire portfolio and its real estate owned assets, the Company presents Distributable Earnings (Loss) prior to realized gains and losses, which such gains and losses include, as applicable, (i) charge-offs and recoveries of principal, accrued interest receivable, and/or exit fees and (ii) gains, losses, and components thereof recognized in connection with real estate owned assets, as the Company believes this more easily allows the Board, Manager, and investors to compare the Company's operating performance to our peers, to assess our ability to declare and pay dividends, and to determine our compliance with certain financial covenants. Pursuant to the Management Agreement, the Company uses Core Earnings, which is substantially the same as Distributable Earnings (Loss) excluding incentive fees, to determine the incentive fees the Company pays our Manager."
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"orig": "The Company believes that Distributable Earnings (Loss) and Distributable Earnings (Loss) prior to realized gains and losses provide meaningful information to consider in addition to net income (loss) and cash flows from operating activities in accordance with GAAP. Distributable Earnings (Loss) and Distributable Earnings (Loss) prior to realized gains and losses do not represent net income (loss) or cash flows from operating activities in accordance with GAAP and should not be considered as an alternative to GAAP net income (loss), an indication of cash flows from operating activities, a measure of liquidity or an indication of funds available for cash needs. In addition, the Company's methodology for calculating these non-GAAP measures may differ from the methodologies employed by other companies to calculate the same or similar supplemental performance measures and, accordingly, the Company's reported Distributable Earnings (Loss) and Distributable Earnings (Loss) prior to realized gains and losses may not be comparable to the Distributable Earnings (Loss) and Distributable Earnings (Loss) prior to realized gains and losses reported by other companies.",
"text": "The Company believes that Distributable Earnings (Loss) and Distributable Earnings (Loss) prior to realized gains and losses provide meaningful information to consider in addition to net income (loss) and cash flows from operating activities in accordance with GAAP. Distributable Earnings (Loss) and Distributable Earnings (Loss) prior to realized gains and losses do not represent net income (loss) or cash flows from operating activities in accordance with GAAP and should not be considered as an alternative to GAAP net income (loss), an indication of cash flows from operating activities, a measure of liquidity or an indication of funds available for cash needs. In addition, the Company's methodology for calculating these non-GAAP measures may differ from the methodologies employed by other companies to calculate the same or similar supplemental performance measures and, accordingly, the Company's reported Distributable Earnings (Loss) and Distributable Earnings (Loss) prior to realized gains and losses may not be comparable to the Distributable Earnings (Loss) and Distributable Earnings (Loss) prior to realized gains and losses reported by other companies."
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"text": "In order to maintain the Company's status as a REIT, the Company is required to distribute at least 90% of its REIT taxable income, determined without regard to the deduction for dividends paid and excluding net capital gain, as dividends. Distributable Earnings (Loss), Distributable Earnings (Loss) prior to realized gains and losses, and other similar measures, have historically been a useful indicator over time of a mortgage REIT's ability to cover its dividends, and to mortgage REITs themselves in determining the amount of any dividends to declare. Distributable Earnings (Loss) and Distributable Earnings (loss) prior to realized gains and losses are key factors, among others, considered by the Company's Board in determining the dividend each quarter and as such the Company believes Distributable Earnings (Loss) and Distributable Earnings (Loss) prior to realized gains and losses are also useful to investors."
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"orig": "Adjusted Book Value per Share is a non-GAAP financial measure. We believe that presenting book value per share adjusted for accumulated depreciation and amortization on our real estate owned held-forinvestment and our general CECL reserve is useful for investors as it enhances the comparability to our peers who may not hold real estate investments and excludes the impact of our general CECL reserve, which may fluctuate from quarter-to-quarter as the composition and size of our loan portfolio varies. Further, we believe that our investors and lenders consider book value excluding these items as an important metric related to our overall capitalization. Refer to page 20 for a reconciliation of book value per share to adjusted book value per share. For further information, please refer to Item 7 (MD&A) of our Form 10-Ks and/or Item 2 (MD&A) of our Form 10-Qs.",
"text": "Adjusted Book Value per Share is a non-GAAP financial measure. We believe that presenting book value per share adjusted for accumulated depreciation and amortization on our real estate owned held-forinvestment and our general CECL reserve is useful for investors as it enhances the comparability to our peers who may not hold real estate investments and excludes the impact of our general CECL reserve, which may fluctuate from quarter-to-quarter as the composition and size of our loan portfolio varies. Further, we believe that our investors and lenders consider book value excluding these items as an important metric related to our overall capitalization. Refer to page 20 for a reconciliation of book value per share to adjusted book value per share. For further information, please refer to Item 7 (MD&A) of our Form 10-Ks and/or Item 2 (MD&A) of our Form 10-Qs."
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"orig": "Determinations of Loan-to-Value / Loan-to-Cost",
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"orig": "Adjusted LTV represents 'loan-to-value' or 'loan-to-cost' upon origination and updated only in connection with a partial loan paydown and/or release of collateral, material changes to expected project costs, the receipt of a new appraisal (typically in connection with financing or refinancing activity) or a change in our loan commitment. LTV determined upon origination is calculated as our total loan commitment upon origination, as if fully funded, plus any financings that are pari passu with or senior to our loan, divided by our estimate of either (1) the value of the underlying real estate, determined in accordance with our underwriting process (typically consistent with, if not less than, the value set forth in a third-party appraisal) or (2) the borrower's projected, fully funded cost basis in the asset, in each case as we deem appropriate for the relevant loan and other loans with similar characteristics. Adjusted LTV, origination LTV, underwritten values, and/or project costs should not be assumed to reflect our judgment of current market values or project costs, which may have changed materially since the date of the most recent determination of LTV. Weighted average adjusted LTV is based on loan commitment, including non-consolidated senior interests and pari passu interests, and includes risk rated 5 loans. Loans with specific CECL reserves are reflected as 100% LTV.",
"text": "Adjusted LTV represents 'loan-to-value' or 'loan-to-cost' upon origination and updated only in connection with a partial loan paydown and/or release of collateral, material changes to expected project costs, the receipt of a new appraisal (typically in connection with financing or refinancing activity) or a change in our loan commitment. LTV determined upon origination is calculated as our total loan commitment upon origination, as if fully funded, plus any financings that are pari passu with or senior to our loan, divided by our estimate of either (1) the value of the underlying real estate, determined in accordance with our underwriting process (typically consistent with, if not less than, the value set forth in a third-party appraisal) or (2) the borrower's projected, fully funded cost basis in the asset, in each case as we deem appropriate for the relevant loan and other loans with similar characteristics. Adjusted LTV, origination LTV, underwritten values, and/or project costs should not be assumed to reflect our judgment of current market values or project costs, which may have changed materially since the date of the most recent determination of LTV. Weighted average adjusted LTV is based on loan commitment, including non-consolidated senior interests and pari passu interests, and includes risk rated 5 loans. Loans with specific CECL reserves are reflected as 100% LTV."
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"orig": "CLAROS MORTGAGE TRUST, INC. SECOND QUARTER 2026 EARNINGS SUPPLEMENT",
"text": "CLAROS MORTGAGE TRUST, INC. SECOND QUARTER 2026 EARNINGS SUPPLEMENT"
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"orig": "PAGE 22",
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"orig": "Important Notices (cont'd)",
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"orig": "Forward-Looking Statements",
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"orig": "This document and oral statements made in connection therewith contain forward-looking statements within the meaning of U.S. federal securities laws. Forward-looking statements express CMTG's views regarding future plans and expectations. They include statements that include words such as 'may,' 'could,' 'would,' 'should,' 'believe,' 'expect,' 'anticipate,' 'plan,' 'estimate,' 'target,' 'project,' 'plan,' 'intend' and similar words or expressions. Forward-looking statements in this presentation include, but are not limited to, statements regarding future operations, business strategy, cash flows, income, costs, expenses, liabilities and profits of CMTG. These statements are based on numerous assumptions and are subject to risks, uncertainties or change in circumstances that are difficult to predict or quantify. Actual future results may vary materially from those expressed or implied in these forward-looking statements, and CMTG's business, financial condition, liquidity, results of operations and prospects could be materially and adversely affected by numerous factors, including such known and unknown risks and uncertainties. As a result, forward-looking statements should be understood to be only predictions and statements of our current beliefs, and are not guarantees of performance. Statements regarding the following subjects, among others, may be forward-looking:",
"text": "This document and oral statements made in connection therewith contain forward-looking statements within the meaning of U.S. federal securities laws. Forward-looking statements express CMTG's views regarding future plans and expectations. They include statements that include words such as 'may,' 'could,' 'would,' 'should,' 'believe,' 'expect,' 'anticipate,' 'plan,' 'estimate,' 'target,' 'project,' 'plan,' 'intend' and similar words or expressions. Forward-looking statements in this presentation include, but are not limited to, statements regarding future operations, business strategy, cash flows, income, costs, expenses, liabilities and profits of CMTG. These statements are based on numerous assumptions and are subject to risks, uncertainties or change in circumstances that are difficult to predict or quantify. Actual future results may vary materially from those expressed or implied in these forward-looking statements, and CMTG's business, financial condition, liquidity, results of operations and prospects could be materially and adversely affected by numerous factors, including such known and unknown risks and uncertainties. As a result, forward-looking statements should be understood to be only predictions and statements of our current beliefs, and are not guarantees of performance. Statements regarding the following subjects, among others, may be forward-looking:"
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"orig": "\u00b7 the state of and uncertainty surrounding the U.S. and global economy generally or in specific geographic regions;",
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"orig": "\u00b7 changes in the markets in which we and our borrowers operate and the impacts thereof;",
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"orig": "\u00b7 changes in the market value of our investments and collateral underlying our investments;",
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"orig": "\u00b7 The effects of hedging instruments on our existing and target assets;",
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"orig": "\u00b7 rates of default, decreased recovery rates, and/or increased loss severity rates on our existing and target assets and related impairment charges, including as these relate to our real estate owned assets;",
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"orig": "\u00b7 the degree to which our hedging strategies may or may not protect us from interest rate volatility;",
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"orig": "\u00b7 our ability to maintain our qualification as a real estate investment trust; our ability to maintain our exclusion from registration under the Investment Company Act of 1940, as amended;",
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"orig": "\u00b7 the availability and attractiveness of investment opportunities we are able to originate in our target assets;",
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"orig": "\u00b7 the ability of our Manager to locate suitable investments for us, monitor, service and administer our investments and execute our investment strategy;",
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"orig": "\u00b7 the availability of qualified personnel from our Sponsor and its affiliates, including our Manager;",
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"orig": "\u00b7 estimates relating to our ability to pay or resume paying dividends to our stockholders in the future;",
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"orig": "\u00b7 our understanding of our competition;",
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"orig": "\u00b7 impact of increased competition on projected returns;",
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"orig": "\u00b7 the risk of securities class action litigation or stockholder activism;",
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"orig": "\u00b7 geopolitical or economic conditions or uncertainty, which may include military conflicts and activities (including the military conflicts between Russia and Ukraine, Israel and Hamas, and elsewhere throughout the Middle East, North Africa, and South America more broadly), tensions involving Russia, China, and Iran, political instability, social unrest, civil disturbances, terrorism, natural disasters and pandemics; and",
"text": "geopolitical or economic conditions or uncertainty, which may include military conflicts and activities (including the military conflicts between Russia and Ukraine, Israel and Hamas, and elsewhere throughout the Middle East, North Africa, and South America more broadly), tensions involving Russia, China, and Iran, political instability, social unrest, civil disturbances, terrorism, natural disasters and pandemics; and",
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"orig": "\u00b7 market trends in our industry, interest rates, real estate values, the debt markets generally, the CRE debt market or the general economy.",
"text": "market trends in our industry, interest rates, real estate values, the debt markets generally, the CRE debt market or the general economy.",
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"orig": "The forward-looking statements are based on CMTG's beliefs, assumptions and expectations of CMTG's future performance, taking into account all information currently available. You should not place undue reliance on these forward-looking statements. These beliefs, assumptions, and expectations can change as a result of many possible events or factors, not all of which are known to CMTG. If a change occurs, CMTG's business, financial condition, liquidity, results of operations and prospects may vary materially from those expressed in any forward-looking statements. Any forward-looking statement speaks only as of the date on which it is made. New risks and uncertainties arise over time, and it is not possible for CMTG to predict those events or how they may affect CMTG. Except as required by law, CMTG is not obligated to, and does not intend to, update or revise any forward-looking statements, whether as a result of new information, future events or otherwise.",
"text": "The forward-looking statements are based on CMTG's beliefs, assumptions and expectations of CMTG's future performance, taking into account all information currently available. You should not place undue reliance on these forward-looking statements. These beliefs, assumptions, and expectations can change as a result of many possible events or factors, not all of which are known to CMTG. If a change occurs, CMTG's business, financial condition, liquidity, results of operations and prospects may vary materially from those expressed in any forward-looking statements. Any forward-looking statement speaks only as of the date on which it is made. New risks and uncertainties arise over time, and it is not possible for CMTG to predict those events or how they may affect CMTG. Except as required by law, CMTG is not obligated to, and does not intend to, update or revise any forward-looking statements, whether as a result of new information, future events or otherwise."
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"orig": "CLAROS MORTGAGE TRUST, INC. SECOND QUARTER 2026 EARNINGS SUPPLEMENT",
"text": "CLAROS MORTGAGE TRUST, INC. SECOND QUARTER 2026 EARNINGS SUPPLEMENT"
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"orig": "PAGE 23",
"text": "PAGE 23"
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"orig": "Endnotes",
"text": "Endnotes",
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"orig": "1. Refer to page 19 for a reconciliation of net income (loss) to distributable earnings (loss) and distributable earnings (loss) prior to realized gains and losses.",
"text": "Refer to page 19 for a reconciliation of net income (loss) to distributable earnings (loss) and distributable earnings (loss) prior to realized gains and losses.",
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"orig": "2. Refer to page 2 for further discussion of loan resolution activity. Amount based on unpaid principal balance prior to principal charge-offs, if any.",
"text": "Refer to page 2 for further discussion of loan resolution activity. Amount based on unpaid principal balance prior to principal charge-offs, if any.",
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"orig": "3. Excludes our real estate owned (REO) assets, unless otherwise noted.",
"text": "Excludes our real estate owned (REO) assets, unless otherwise noted.",
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"orig": "4. Based on carrying value net of specific CECL reserves; excludes loans receivable classified as held-for-sale if applicable.",
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"orig": "5. Based on total loan commitments.",
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"orig": "6. Senior loans include senior mortgages and similar credit quality loans, including related contiguous subordinate loans (if any), and pari passu participations in senior mortgage loans.",
"text": "Senior loans include senior mortgages and similar credit quality loans, including related contiguous subordinate loans (if any), and pari passu participations in senior mortgage loans.",
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"orig": "7. Total liquidity includes cash and approved and undrawn credit capacity based on existing collateral.",
"text": "Total liquidity includes cash and approved and undrawn credit capacity based on existing collateral.",
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"orig": "8. Carrying value includes lease related intangible assets and liabilities, if applicable, included in other assets and other liabilities on the consolidated balance sheets, and is net of related accumulated depreciation and amortization. For real estate owned assets classified as held-for-sale, amounts reflect held-for-sale carrying values as of June 30, 2026.",
"text": "Carrying value includes lease related intangible assets and liabilities, if applicable, included in other assets and other liabilities on the consolidated balance sheets, and is net of related accumulated depreciation and amortization. For real estate owned assets classified as held-for-sale, amounts reflect held-for-sale carrying values as of June 30, 2026.",
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"orig": "9. At June 30, 2026, we had unfunded loan commitments of $175 million and $57 million of in-place financings to fund our remaining unfunded loan commitments, excluding $13 million of approved and undrawn credit capacity based on existing collateral. Of our unfunded loan commitments, conditions to funding may not be met by our borrowers and portions of our unfunded loan commitments may not become eligible to be drawn on, or expected to be drawn on (relating to loans on non-accrual status, loans in maturity default, loans risk rated 5 and/or delinquent loans) resulting in net unfunded loan commitments of $3 million.",
"text": "At June 30, 2026, we had unfunded loan commitments of $175 million and $57 million of in-place financings to fund our remaining unfunded loan commitments, excluding $13 million of approved and undrawn credit capacity based on existing collateral. Of our unfunded loan commitments, conditions to funding may not be met by our borrowers and portions of our unfunded loan commitments may not become eligible to be drawn on, or expected to be drawn on (relating to loans on non-accrual status, loans in maturity default, loans risk rated 5 and/or delinquent loans) resulting in net unfunded loan commitments of $3 million.",
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"orig": "10. Net Debt / Equity Ratio is a non-GAAP measure and is calculated as the ratio of asset-specific debt and Secured Term Loan, less cash and cash equivalents, to total equity. Refer to page 20 for a reconciliation of Net Debt / Equity Ratio. Pro-forma adjustments to June 30, 2026 ratios reflect deleveraging subsequent to June 30, 2026 of $299 million of UPB and proceeds from the resolution of loans receivable. For further information, please refer to Item 7 (MD&A) of our Form 10-Ks and/or Item 2 (MD&A) of our Form 10-Qs.",
"text": "Net Debt / Equity Ratio is a non-GAAP measure and is calculated as the ratio of asset-specific debt and Secured Term Loan, less cash and cash equivalents, to total equity. Refer to page 20 for a reconciliation of Net Debt / Equity Ratio. Pro-forma adjustments to June 30, 2026 ratios reflect deleveraging subsequent to June 30, 2026 of $299 million of UPB and proceeds from the resolution of loans receivable. For further information, please refer to Item 7 (MD&A) of our Form 10-Ks and/or Item 2 (MD&A) of our Form 10-Qs.",
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"orig": "11. Total Leverage Ratio is a non-GAAP measure and is calculated as the ratio of asset-specific debt and Secured Term Loan, plus non-consolidated senior interests held by third parties, less cash and cash equivalents, to total equity. Refer to page 20 for a reconciliation of Total Leverage Ratio. Pro-forma adjustments to June 30, 2026 ratios reflect deleveraging subsequent to June 30, 2026 of $299 million of UPB and proceeds from the resolution of loans receivable. For further information, please refer to Item 7 (MD&A) of our Form 10-Ks and/or Item 2 (MD&A) of our Form 10-Qs.",
"text": "Total Leverage Ratio is a non-GAAP measure and is calculated as the ratio of asset-specific debt and Secured Term Loan, plus non-consolidated senior interests held by third parties, less cash and cash equivalents, to total equity. Refer to page 20 for a reconciliation of Total Leverage Ratio. Pro-forma adjustments to June 30, 2026 ratios reflect deleveraging subsequent to June 30, 2026 of $299 million of UPB and proceeds from the resolution of loans receivable. For further information, please refer to Item 7 (MD&A) of our Form 10-Ks and/or Item 2 (MD&A) of our Form 10-Qs.",
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"orig": "12. Excludes loans receivable classified as held-for-sale, if any.",
"text": "Excludes loans receivable classified as held-for-sale, if any.",
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"orig": "13. Loan commitment represents principal outstanding plus remaining unfunded loan commitments.",
"text": "Loan commitment represents principal outstanding plus remaining unfunded loan commitments.",
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"orig": "14. See Important Notices beginning on page 21 for additional information on this metric.",
"text": "See Important Notices beginning on page 21 for additional information on this metric.",
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"orig": "15. All-in yield represents the weighted average annualized yield to initial maturity of each loan held-for-investment, inclusive of coupon and contractual fees, based on the applicable floating benchmark rate/floors (if applicable), in place as of June 30, 2026. For loans placed on non-accrual, the annualized yield to initial maturity used in calculating the weighted average annualized yield to initial maturity is 0%.",
"text": "All-in yield represents the weighted average annualized yield to initial maturity of each loan held-for-investment, inclusive of coupon and contractual fees, based on the applicable floating benchmark rate/floors (if applicable), in place as of June 30, 2026. For loans placed on non-accrual, the annualized yield to initial maturity used in calculating the weighted average annualized yield to initial maturity is 0%.",
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"orig": "16. At June 30, 2026, mixed-use consists of 3% office, 3% life science, 2% hospitality, 2% multifamily, and 1% retail. Mixed-use allocations are based upon allocable square footage except where another method is deemed more appropriate under the applicable facts and circumstances.",
"text": "At June 30, 2026, mixed-use consists of 3% office, 3% life science, 2% hospitality, 2% multifamily, and 1% retail. Mixed-use allocations are based upon allocable square footage except where another method is deemed more appropriate under the applicable facts and circumstances.",
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"orig": "17. Reflects loan for which no specific reserve is recorded as amounts deemed uncollectible have been charged-off as of June 30, 2026.",
"text": "Reflects loan for which no specific reserve is recorded as amounts deemed uncollectible have been charged-off as of June 30, 2026.",
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"orig": "18. Weighted average spread excludes SOFR floors and is based upon unpaid principal balance.",
"text": "Weighted average spread excludes SOFR floors and is based upon unpaid principal balance.",
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"orig": "19. See page 11 and 20 for book value bridge.",
"text": "See page 11 and 20 for book value bridge.",
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"orig": "20. Includes CECL reserves on unfunded loan commitments. Such reserves are included within other liabilities on the consolidated balance sheet.",
"text": "Includes CECL reserves on unfunded loan commitments. Such reserves are included within other liabilities on the consolidated balance sheet.",
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"orig": "21. Classification of property type and construction status reflect the state of collateral as of June 30, 2026.",
"text": "Classification of property type and construction status reflect the state of collateral as of June 30, 2026.",
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{
"self_ref": "#/texts/230",
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"orig": "CLAROS MORTGAGE TRUST, INC. SECOND QUARTER 2026 EARNINGS SUPPLEMENT",
"text": "CLAROS MORTGAGE TRUST, INC. SECOND QUARTER 2026 EARNINGS SUPPLEMENT"
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"self_ref": "#/texts/231",
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"orig": "PAGE 24",
"text": "PAGE 24"
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"orig": "Loan Portfolio Overview",
"text": "Loan Portfolio Overview"
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"orig": "See Endnotes in the Appendix.",
"text": "See Endnotes in the Appendix."
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"orig": "A At June 30, 2026 and March 31, 2026, approximates 1%.",
"text": "A At June 30, 2026 and March 31, 2026, approximates 1%."
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"orig": "B At June 30, 2026 and March 31, 2026, approximates 2%.",
"text": "B At June 30, 2026 and March 31, 2026, approximates 2%."
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"self_ref": "#/texts/236",
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"orig": "Region Exposure by Carrying Value and as a % of Total Carrying Value 3, 4, 12",
"text": "Region Exposure by Carrying Value and as a % of Total Carrying Value 3, 4, 12"
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"orig": "($ amounts in millions)",
"text": "($ amounts in millions)"
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"$ref": "#/body"
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"orig": "See Endnotes in the Appendix.",
"text": "See Endnotes in the Appendix."
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{
"self_ref": "#/texts/239",
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"$ref": "#/body"
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"children": [],
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"prov": [],
"orig": "Totals may not foot due to rounding.",
"text": "Totals may not foot due to rounding."
},
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"self_ref": "#/texts/240",
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"$ref": "#/body"
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"orig": "Specific CECL Reserve",
"text": "Specific CECL Reserve"
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"self_ref": "#/texts/241",
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"$ref": "#/body"
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"prov": [],
"orig": "$ amounts in millions",
"text": "$ amounts in millions"
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"self_ref": "#/texts/242",
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"$ref": "#/body"
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"orig": "See Endnotes in the Appendix.",
"text": "See Endnotes in the Appendix."
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"self_ref": "#/texts/243",
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"$ref": "#/body"
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"children": [],
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"prov": [],
"orig": "Totals may not foot due to rounding.",
"text": "Totals may not foot due to rounding."
},
{
"self_ref": "#/texts/244",
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"$ref": "#/body"
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"orig": "Multifamily Properties",
"text": "Multifamily Properties"
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"self_ref": "#/texts/245",
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"$ref": "#/body"
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"prov": [],
"orig": "($ amounts in millions, except units and asset basis)",
"text": "($ amounts in millions, except units and asset basis)"
},
{
"self_ref": "#/texts/246",
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"$ref": "#/body"
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"orig": "See Endnotes in the Appendix.",
"text": "See Endnotes in the Appendix."
},
{
"self_ref": "#/texts/247",
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"$ref": "#/body"
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"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "Totals may not foot due to rounding.",
"text": "Totals may not foot due to rounding."
},
{
"self_ref": "#/texts/248",
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"orig": "A Assets are financed through a repurchase agreement and are cross collateralized.",
"text": "A Assets are financed through a repurchase agreement and are cross collateralized."
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"self_ref": "#/texts/249",
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"orig": "B Values as of June 30, 2026. For real estate owned assets classified as held-for-sale, amounts reflect held-for-sale carrying values.",
"text": "B Values as of June 30, 2026. For real estate owned assets classified as held-for-sale, amounts reflect held-for-sale carrying values."
},
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"self_ref": "#/texts/250",
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"orig": "Financing Balances and Weighted Average Spreads",
"text": "Financing Balances and Weighted Average Spreads"
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{
"self_ref": "#/texts/251",
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"$ref": "#/body"
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"orig": "$ amounts in millions",
"text": "$ amounts in millions"
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{
"self_ref": "#/texts/252",
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"$ref": "#/body"
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"orig": "Key Financial Metrics",
"text": "Key Financial Metrics"
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"$ref": "#/body"
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"orig": "See Endnotes in the Appendix.",
"text": "See Endnotes in the Appendix."
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{
"self_ref": "#/texts/254",
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"$ref": "#/body"
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"children": [],
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"prov": [],
"orig": "Totals may not foot due to rounding.",
"text": "Totals may not foot due to rounding."
},
{
"self_ref": "#/texts/255",
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"$ref": "#/body"
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"orig": "Watchlist Loans",
"text": "Watchlist Loans"
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{
"self_ref": "#/texts/256",
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"$ref": "#/body"
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"children": [],
"content_layer": "body",
"label": "caption",
"prov": [],
"orig": "CMTG Watchlist Held-for-Investment Loan Summary as of June 30, 2026",
"text": "CMTG Watchlist Held-for-Investment Loan Summary as of June 30, 2026"
},
{
"self_ref": "#/texts/257",
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"$ref": "#/body"
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"label": "caption",
"prov": [],
"orig": "($ amounts in millions, except loan basis)",
"text": "($ amounts in millions, except loan basis)"
},
{
"self_ref": "#/texts/258",
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"$ref": "#/body"
},
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"orig": "See Endnotes in the Appendix.",
"text": "See Endnotes in the Appendix."
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{
"self_ref": "#/texts/259",
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"orig": "A For risk rated 5 loans, based on carrying value net of specific CECL reserves. For risk rated 4 loans, based on whole loan commitment value.",
"text": "A For risk rated 5 loans, based on carrying value net of specific CECL reserves. For risk rated 4 loans, based on whole loan commitment value."
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"self_ref": "#/texts/260",
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"orig": "B Loan resolved after quarter-end. See pages 2 and 6 for further detail.",
"text": "B Loan resolved after quarter-end. See pages 2 and 6 for further detail."
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{
"self_ref": "#/texts/261",
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"$ref": "#/body"
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"children": [],
"content_layer": "body",
"label": "caption",
"prov": [],
"orig": "CMTG Portfolio Details by Unpaid Principal Balance as of June 30, 2026",
"text": "CMTG Portfolio Details by Unpaid Principal Balance as of June 30, 2026"
},
{
"self_ref": "#/texts/262",
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"$ref": "#/body"
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"orig": "($ amounts in millions)",
"text": "($ amounts in millions)"
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{
"self_ref": "#/texts/263",
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"orig": "See Endnotes in the Appendix.",
"text": "See Endnotes in the Appendix."
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{
"self_ref": "#/texts/264",
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"orig": "Consolidated Balance Sheets",
"text": "Consolidated Balance Sheets"
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{
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"$ref": "#/body"
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"orig": "As of June 30, 2026 and March 31, 2026",
"text": "As of June 30, 2026 and March 31, 2026"
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{
"self_ref": "#/texts/266",
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"orig": "($ amounts in thousands)",
"text": "($ amounts in thousands)"
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{
"self_ref": "#/texts/267",
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"orig": "Consolidated Statements of Operations",
"text": "Consolidated Statements of Operations"
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{
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"orig": "For the Three Months Ended June 30, 2026 and March 31, 2026",
"text": "For the Three Months Ended June 30, 2026 and March 31, 2026"
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{
"self_ref": "#/texts/269",
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"orig": "($ amounts in thousands, except share and per share data)",
"text": "($ amounts in thousands, except share and per share data)"
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{
"self_ref": "#/texts/270",
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"$ref": "#/body"
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"orig": "Distributable Loss",
"text": "Distributable Loss"
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{
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"orig": "($ amounts in thousands, except share and per share data)",
"text": "($ amounts in thousands, except share and per share data)"
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"orig": "Totals may not foot or cross-foot due to rounding. Refer to page 21 for definition of Distributable Earnings (Loss).",
"text": "Totals may not foot or cross-foot due to rounding. Refer to page 21 for definition of Distributable Earnings (Loss)."
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"orig": "A For the three months ended June 30, 2026, amount includes a $0.4 million charge-off of accrued interest receivable related to the mortgage foreclosure on a multifamily property in May 2026. For the three months ended March 31, 2026, amount includes a $12.9 million charge-off of accrued interest receivable and a $0.3 million charge-off of an exit fee related to the sale of a hospitality loan in March 2026.",
"text": "A For the three months ended June 30, 2026, amount includes a $0.4 million charge-off of accrued interest receivable related to the mortgage foreclosure on a multifamily property in May 2026. For the three months ended March 31, 2026, amount includes a $12.9 million charge-off of accrued interest receivable and a $0.3 million charge-off of an exit fee related to the sale of a hospitality loan in March 2026."
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"orig": "B Reflects previously recognized depreciation and amortization on the multifamily real estate owned asset that was sold during the three months ended June 30, 2026. Amounts recorded were not previously recognized in Distributable Earnings (Loss).",
"text": "B Reflects previously recognized depreciation and amortization on the multifamily real estate owned asset that was sold during the three months ended June 30, 2026. Amounts recorded were not previously recognized in Distributable Earnings (Loss)."
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"orig": "C Reflects previously recognized depreciation and amortization on (i) the mixed-use real estate owned asset and (ii) one of the multifamily real estate owned assets upon reclassification of the respective assets to held-for-sale during the three months ended June 30, 2026. Amounts recorded were not previously recognized in Distributable Earnings (Loss).",
"text": "C Reflects previously recognized depreciation and amortization on (i) the mixed-use real estate owned asset and (ii) one of the multifamily real estate owned assets upon reclassification of the respective assets to held-for-sale during the three months ended June 30, 2026. Amounts recorded were not previously recognized in Distributable Earnings (Loss)."
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"orig": "Book Value per share Reconciliation",
"text": "Book Value per share Reconciliation"
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"orig": "($ amounts in thousands, except for per share data)",
"text": "($ amounts in thousands, except for per share data)"
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"orig": "Net Debt / Equity Ratio and Total Leverage Ratio Reconciliation",
"text": "Net Debt / Equity Ratio and Total Leverage Ratio Reconciliation"
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"parent": {
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"orig": "($ amounts in thousands, except ratio data)",
"text": "($ amounts in thousands, except ratio data)"
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"orig": "See Endnotes in the Appendix.",
"text": "See Endnotes in the Appendix."
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"orig": "A As of June 30, 2026 and March 31, 2026, amount excludes 7,542,227 warrants outstanding as the exercise price of $4.00 per share exceeded the closing share price of our common stock.",
"text": "A As of June 30, 2026 and March 31, 2026, amount excludes 7,542,227 warrants outstanding as the exercise price of $4.00 per share exceeded the closing share price of our common stock."
},
{
"self_ref": "#/texts/282",
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"orig": "B Calculated as (i) total equity divided by (ii) number of shares of common stock outstanding and RSUs at period end.",
"text": "B Calculated as (i) total equity divided by (ii) number of shares of common stock outstanding and RSUs at period end."
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"text": "The properties above are not representative of all transactions. The information provided herein is as of June 30, 2026, unless otherwise noted."
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
"confidence": 0.9652888178825378
},
{
"class_name": "full_page_image",
"confidence": 0.020175091922283173
},
{
"class_name": "logo",
"confidence": 0.007012880407273769
},
{
"class_name": "other",
"confidence": 0.002287574578076601
},
{
"class_name": "engineering_drawing",
"confidence": 0.0022026661317795515
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0014558254042640328
},
{
"class_name": "page_thumbnail",
"confidence": 0.0005368095589801669
},
{
"class_name": "icon",
"confidence": 0.0004191263869870454
},
{
"class_name": "geographical_map",
"confidence": 0.0002528317563701421
},
{
"class_name": "table",
"confidence": 9.813597716856748e-05
},
{
"class_name": "stamp",
"confidence": 8.776581671554595e-05
},
{
"class_name": "qr_code",
"confidence": 3.264370025135577e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 2.9043349059065804e-05
},
{
"class_name": "bar_chart",
"confidence": 2.3241062081069686e-05
},
{
"class_name": "music",
"confidence": 2.252141166536603e-05
},
{
"class_name": "calendar",
"confidence": 1.4854827895760536e-05
},
{
"class_name": "bar_code",
"confidence": 1.3722587027586997e-05
},
{
"class_name": "signature",
"confidence": 1.0361168278905097e-05
},
{
"class_name": "flow_chart",
"confidence": 8.803242963040248e-06
},
{
"class_name": "chemistry_structure",
"confidence": 8.494665962643921e-06
},
{
"class_name": "topographical_map",
"confidence": 8.349142262886744e-06
},
{
"class_name": "line_chart",
"confidence": 6.705820396746276e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 2.1987611944496166e-06
},
{
"class_name": "pie_chart",
"confidence": 9.915225973600172e-07
},
{
"class_name": "scatter_plot",
"confidence": 4.514032525548828e-07
},
{
"class_name": "box_plot",
"confidence": 3.249883562261857e-08
}
]
}
]
},
{
"self_ref": "#/pictures/1",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/3"
},
{
"$ref": "#/texts/4"
},
{
"$ref": "#/texts/5"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9646487832069397,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.02112570032477379,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 0.004085824359208345,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.002446127822622657,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
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su+fNu/XuyaSGDxlxAQQQREoq1YV4nSlJyJ3Tp73sK33v7lE3dPGTX4kadffODhZ2+46rIrL/5iFOUFVCQghCEiKnfPgfCS795Z4MV/8ejNnqcu+u6PG7c1vfr8nL5lRdZafAqJTC6aMXPu5vqG+XNmTaurDaIsQII4QpEdebnwsh/sbNr/0I+uPeOkYRIEojyQOILEfyeKVkEZMASsABBP8EkiIJXbmEr5fqKmKkkxOIJA3qpXlrzXng3OOOXEAX1irmRT7bnnXn1r1KDKL5x24vrt+9ds3DK4pl9FSUkuCBq2b+9T5J01ddr2VPOyTWvrxo4vjEJo7mrP7t/fduZxk8KeAwdM+N7GbYwVjB8xtMSxpYnSlSs/iMe8/v37Q7Bjzw5l7cmTpsa0q7Tasnf/G8tXl5ckvnDKSQWKgZjX169NHzx4zJChfkHh7pbdbTubz5x4XGl19UtvL63uU15SkIhglYnK+xQPrChlas/uL11wfWunvf/ey//+rGORhdUWRycgAYglDCgWGhBNyZnYrbPnLXzz7Wefunva6P4bUq1XfO9HCe08/tB1NdXlxhhSgSCMQp6ev+DFZbPue/r7N3z34r+bmslnv/7dOVubml59/sG+ZQlrLT6FRCYXzZg5d3N9w/w5s6bV1QZRFiBBHKHI1p7wvAuv9Yz37BN3DeoXM5FQaaEFKAKhAohPsFAWirCEISwABRACEIcJAAGp3MZUyvcTNVVJisERJDNGLVm5sduo0qKC0+qGOjazeE1j84HuAeVFUyeMeXnxOxNq+9cNGexaWsXWno7XVq2fMn5ymOlZ29Rw9iknl5lQa707Y15e9MbJU0aPGlAeiXpp2WqnoPj04yd5Yffi5Ruy+fyZJx8bQ6QR9URsbUn3LS1zPS8j5o33VpVV99+/s3n4gP4TRgzduXv3og/XnXPSCf2KC63J5hHtaUmXe8XxoqLXVq0YOeiYUt8HjcB4ru4T97hj54FTvzKjK7I/uefqL586JQytVYLPSERA0GhKzsRunT1v8ZvvPv34PXVj+uZF5s5/8Yknnvv+rd/+xgVnufkeSydggVaBdTrTWef66x5taz/wyIO31lYmuvNy0dX3NDU1Llzwk6ryAmstPoVEJhfNmDl3c33D/DmzptXVBlEWIEEAJJVi4462r15ya7/Kihd/dlfMy+YZjwWaOm+0jVjw+4XL33hnDRwXvQxxiGshNrLaUsz5Z5906gljEImIa1VOAQJN5TamUr6fqKlKUgyOINll9JKV6yoqK5ubGk8/frKx9u31jVUVpUFXV+2Ika++vuQfz5hamSgQawWAVq+vS1WWV8YctfCdlQMqkwXWZq3uNFFRoXv6+GFVMZWD+5sVa30vcdaUcbSdz72xqqa66oRJo/bv2VnfuC2nipTIpOEDKqqrNja3NDRsPX368Vt2tWzbtuMrpx+7ce2aPd3ZL518rM53ravfsj9rArhj+lf069f3N0veVVb8uBtBMYoG11RPGDaAu3a0nXj+5d2Gj83+1/NOnRKIFVh8ZoJDjKbkTOzW2fPeePOdZx6/b+yYfhbhllT7pd/+fk1Nv6fmzKrwjRWTV3FQVDx8dfGq22557FuXfPVbV1zgRvlM5Fx0zZ3btzYuXDCvsty31uJTSGRy0YyZczfXN8yfM2taXW0QZQESBEBSKaZ2HvjaZbclk8n/enJ2ws/10CsIPDAXqkh08dyHf/n0gt/CdYiPGAIC10BBQiXpzs7bvnfVjEu/IHmx1rE6qwCBpnIbUynfT9RUJSkGR5DstvrN5atHDB++a9dux9FQDrSqLCncs7N5zITJL/9+8clTxw0Z2N9YAzIMgteWraobPUyi8O112ybXjSwQuy/ds6mp6YTjJg6vTMaDbKidF1esKnIT50wab1T3S8vWK/Cck6cFQZjuyWVEr1y+YurooYMGDvzNG+/menpq+5YfDHRDqvms4ycWxZ1319Wfd9rxJXHd1p3rtN7GhqZKL6gbO+aNlRtHjx5WkfBpIm1NjOI4ii172r5yyY1bdrb/++1Xn3/OsaENSXxGcghJGE3Jmdits+ctXrLsmcfvHzd6gDX5SPx75zz93AsLH7jrxvPOmhRFXUZZgZsJceMt99Zv2vbUYw/UDqlWUTYbuRddc+f2rY0LF8yrLPettfgUEplcNGPm3M31DfPnzJpWVxtEWYAEcQTJju7ggn++tisnz82/65iBRVkqzzhEaJQVxpub2/a3HiTxJ4akiCOilfNh/dYHH3ny375zyRXfPBd5seJZnVGAQFO5jamU7ydqqpIUgyNIZiJ5450Vw0eNKSgqWbRkmaP1OSdOTbcf3LN71/QTTlyxcnXzvpaJkybGYzFjbVNTKpcNzj6ubs/e3Wub9p1z+kmFkjfk6o2NTTuazzj5hPLCuIX87p13ip2Cs6dOipz81pbcsrffG1Y7pH9NDZXesWf/ujVrzj71+CCfX7M5VTdupGODSMdbDhw8sGfnqSed8P76LdoEo44ZTM/f15H9YO3GCYOSdXVjF767dsig/hW+o0ykxBZ4uqSkmNmOjrseeeHBJ1+88sJzZ828NELgCD4jpRSUisKcJvI2duvseYuX/OGZJ+4fP3KQRDnHLXh/bdPV1943euSAH91zfWmJMqabXvytZdu+d90P/umrZ91wzRUkHQmykXvRNXdu39q4cMG8ynLfWotPIZHJRTNmzt1c3zB/zqxpdbVBlAVIEEcoxWwu+sZVt63etGvefTd96dTxmShU0IQVAqBSnqMU8TFLBVglRrkFTz3z8uz7Hpl5/eWXf+Ncm7MintUZBQg0lduYSvl+oqYqSTE4gmTe2C2p7eWVfYtLy9ZvatAik0fWtrS1t3d1HTNkkAnz9Tv37Wtti6LI0U5BYeHYEcMrPGlt2bf9YG7M8NoYeqB1LtJr19cnK0prB9YYI2uathTRGTtwYN41AWL72zq3pJqjKFJi+5QU+/FYWZ/ittY2zy8YXjsUNhTqXC6/ft2a2tpar7DP5s313R1paO14BfFEcd8C27+m77vrt2czXTGlLRwRU1neZ+yQfsx3Hnxp6ebv3PTw2EElD8+5sWZgFYIQf50QbG5uzkdm6OABjkbOxG6dPW/xkqVPP3H/hBFDJcwopbPi3XLX/MWLF913901nnz5N2e6smDvuXLBs2eqHH7528ujBYahc2mzkXHTNndu3Ni5cMK+y3LfW4lNIZHLRjJlzN9c3zJ8za1pdbRBlARLEEQSo9ENPPn/fo7+65B/O/eFNV4QIhUqBxCGWEAEERC+BBqymyRtv1t1P/frF12fdeOnl3zjH5qyIZ3VGAQJN5TamUr6fqKlKUgx6WdCShCgYsdaBaKvy8Ix2dJT3VBRqNxSx1gLQ2iHcgigD2m4WaZt3VS5QjrYeQSNZpRHZWOBKQRTFreQcUdZY7WfEs1a0RL4WESsABCSUEKIoFqSAAoQQaGUFChARq9yE6VC03aoYNnItQRcUi9AB2NOxv6XLveamecvf+cN3r/r7q6+8UEUBVCQCwIU4hKAXAWUpKqSnm3elb7nt/taWvffddfPUCWO683LT3Y++/tayXzx+X93IASo0RoRxvez9hqv+7fbpx0+fc9e1feLZ5Vt2XfOvd5987NQ7bpvh0UZWeTSZyLnomju3b21cuGBeZblvrcWnkMjkohkz526ub5g/Z9a0utogygIkiF7acVZuSn372nttLvvYAzcfN21YlI+sKAAkBUJRBNFL2YAUGyt8a/mmG295sGV/5w9uuvSyb5xpc5FI3Oqcggg0lduYSvl+oqYqSTHoZSgxBWVMgEioHEMobUVRkWKJKFS0KuaYnBsFkfIDeDEJITA6bpB3VRAZGHGVchQDBYg4FmEcQui80p4NLJ1I+dZASaQQCAWgQBQJI4AGBIeQEBoaAaEUCRhrwBgCigTaUxAtFpYgBGLpsKe9RXThy0vW33DbvYWF7g9uuvoLp00TZkQCJQ7FoeBjAkArz+3MBQ88/PTPf/nS6SdOuf+Oa6v7JLIGN9zz8OtL3nn28XvrRlUhVBba6Ew2cK6/9dHlK+ufeOjWE6f0//7Dz7/w3IvzfjTrxKnjoyiwVC5sJnIuuubO7VsbFy6YV1nuW2vxKSQyuWjGzLmb6xvmz5k1ra42iLIACaIXlc1a/dBP/nP+k78+5cRx99x+df+qZJgPFAUAAQVFIY4QgGKcWGzTzrYbZ/24aVtL0BPe8L1vXPbN020uFCmwKlQwAkXlNqZSvp+oqUpSDI4g2RGG3Z0Zx7DHdyLRXiAx3ymIe11dHWIEABmpWHFFQheYbEvOtVSlcReRaFd3Rbko31NUUJhX8c7ubD7bQ8CNJ8oScZiwrSMTQFMZQmAk7rh9igodMUoJPifsaU2LQtbBjx59+qmf/b6qvN+/Xv31L55zUiIWOTYHGwk0QAhIQGnj+lubWn/61H+9+LtXxkwYevftN44aUKNNPm/0DXc/8vpb7z77+A/rRlUhVAZKnJxiwaKl62+85Yd/98XTLr7ovMuuubN28MCH7rk+EReLyNLzBJnIueiaO7Zv3bpwwbzKct9ai08hkclFM2bO3VzfMH/OrGl1tUGUBUgQvYiQiq1pfdOshxe/tfTU04679upvjh422EHoRDklYUQtVBAcoh2dk4KVGxofevjRTfVNF//LxS8+98ol3zj/ikvPtLlQpMCqUMEIFJXbmEr5fqKmKkkxOEKRzemuDQ3NQdZs2r+3sqqqyvNqqku9gsL3V69JJsuUCV3gYCbsl0xMnzb21RUb+nixU8aNoInguJt27Uptbzpl+gmbt+9p2LajtDhBIp0P+iVLhg7ot3FzQ8boxn0HCzw1sLSgIhGvGzXKIzUFnxN2tXUBeYmZ/Z3RQ4/+9rn/fC3m8+xTTzj/i6dPHDO4sMAV7QCkSBiFbQfTb7636rnnXmvYsGPK5DG33PatUSOHMJ+Lickb74Z7Hnt9ybu/fPyeCaOqECoLbVVG0+nM6Jtm/ai+YduECePefnfVHbd878tnHmtMl6G18GKCTORcdM0dTVsaFz33eGV53FqLTyGRyUUzZs6tr294fM6saXW1QZQFSBAfi0RC7fSp39p674OPL313xcCByfO/fNZ5Z542qLrMd1VIx5IEgiBsbW179c33f/nCywdamq+45JunnHzqVVfdfPnFX/vWpWdKPhIpsCpUMAJF5TamUr6fqKlKUgx6hYwobkeXff7N16cfO2V8dVIh37CzdVdb1/HHTtVR3jj+jraOle++85Uvnvzq+xuTrvOFSWMY5iPtfrhr/9ZtW88+8fg331tdVlk9dtRwh7azM51t3zugqszROo/YrxZvqCnrc9bEYbEop8hIQZTgc8K2jrQSOBZQXlcoL7yy6D9+/ZutDbuKCoqHDKqpmzjGTyQEVhHbtjVt3NTQ0tJe1qfw/C+ddvHXL+hXmQwQEkHc2rz1r509b9Gbby948t4Jo6sQKgMN3eMKRCd+99q7N856sCuPc0+bdP/t1yUTXmQCq7SlionJRM7Xr75ja8Pmxc8/WVXhW2vxKSQyueiy6+Zs3rzl8Tmzjp80LIiyAAmilwGtorahq9196czjz7zw0sI/7Nmzt6a6aviwoaNGjFB0BFBUTU1N69dvaG/vHF478JsXfvm8L56zdWfr1//lu1de9vVvX3625CORAqtCBSNQVG5jKuX7iZqqJMWglzDvQrd1qwWLXz/luIkTqssEZv3O9NrU3pHH1MYkb1zvYNbs2tLwlTNOWLSyvtB1vjBllM5nAje+Yle6aduWvzt58pqG7ald+6orSmlNLBY/pqa8sshzKAG8XyxaM6i8+OyJtdqEIWKRApTF54Qtne0U5UUurIVrQ42mHS1L//DBu29/uKN5Z+vBtrwVkCDKykr7VfebMn782adNHj+2xteCQIdawMgViST2k5//14pVa2fd9O1hQyoQwUJT5bSI0G1NB/c/9NPU7gPf+sZ5Z508lVEkhIEjhCthzuq7Hnpqz4/UEj8AAAShSURBVK5d98+6PllWKGLxP8mH0QOPPbdjR/N137l49DEDQpsHSBC9DFRE7UpWI6QTyxi9bvO+JUuXr1z1QXPz3nS6C8QRtrSsdMjQwWedeOw5J00dVJMUSmp32133PXL+l8788hePNfmQiIkyhAhI5TamUr6fqKlKUgx6WURkbH9GPb9o8WnHjh/fr8yAa3e2r9jYNLC6wpds8549gTinHTdlcGXpq2+tKCqInzl1rBN253Vs9d6OVOOWvzthqtHe/ra2INMdWNnVHna17TtpyrjKsqLQ8heL3xmQLDhn8ggak2MhAQcGnxO2p9MAKDiMAkA7LoCenszBgwebd+7uNgoggQEDB1SWJ0t811USmQgiEAIQCgQCBEFgjfX9OACSOExwBJXOZXMAXNdVigRFBIQAFAiRz+etNX7cJ4mjC4LQGON5rtYanyL4IyGOILRyrNVdHfn9+w/u3dOSp7Xaao2Bg/tXVJYVedoVMZEBRSwyuaznulprAEopHCYCUrmNqZTvJ2qqkhSDXspE0LG9Of7utddPnTp2ZP+kEVW/K72z9eCJU8YV2Oy+zvyK1WsHDRwwcuTw1R+sa21tO/3k4wpcGMqK9Y25nsz0cWN27t5ZVV1eXFxIHTvQHS19840p48cM6V8VmejZN1bXlBacM3kETZRnASgKBp8TptNpHIUihQQ1AJLGWrGGEOK/ExGS1lqSIkISAEn0IiAQEZAUEQAk8edIWmtJ4ihEhARJa4Uk/jorEglI8ZSKaaWFIrSAiBgrhhBYHCIiJEXEWquUAkASh4mAVG5jKuX7iZqqJMWgl7IR6e3P2d8vfuPEKeNra5IQ3bCrbW9r+3GTxsZsLtDxlgPppUv/MHnyxMrKqt+/90E2ihKaCsgGmH7s+MoS9/3VH+xuOxArKlZCdGXLihLHTZ2YiDnWmhfeWtW3tOi0icNhbISYUEiLzwnT6TT+JyJCEofYkABJkGIhSgHE0SmljDEASKKXiOAIkiICgCQ+QUQAkMRfY63lEfjrjCBSSlkLiCYVxRACEBARWCgqBUCOUEoBIGmtJYnDREAqtzGV8v1ETVWSYtBLWQtRWejOnp6ihBdTAjAbMTSSiLkaxihHhF1d3SCKi4u7ovBgV5cNTIyqNJFIxBwlNqRq6cp0hQYixVqSJUWOUpRIIC2Z0FMsjWklInCEAAWfE6bTafwlAhF8EhX+zxAcJviYBQRQEA0oQEDBXyICUrmNqZTvJ2qqkhSDXkpwiACilIGFiMIhBBTEkrAihCIpAMQ6yEPR0IWIawNlKIhZwigtCgIChiKAABTAKgKirFCgQAGE+LwwnU7j6AQQKHxMCCH+ryBE4TABBLQCa3GIA3EAKhjS4C8RAZVyG7Zt8/3EgL4VEINeFFCEsJaIqAAqgGIJEVColFhA8BFxbGTp5HTMUhzJU0ToEhaICANQWRegkAAFBCIcpilUgECExOeE6XQaf5HgEOIjQvzfQnxEAAhEQBxGAAqHCP4akvv3tziumywrE7H4JAEhAggpgMIhAhGQACECCP6MsqQQFAEEJGAhQoICCHEICRCHWRymcIjgMOLz8v8BKWaTDv/E4N0AAAAASUVORK5CYII="
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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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{
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{
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{
"class_name": "full_page_image",
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},
{
"class_name": "photograph",
"confidence": 0.0002852718171197921
},
{
"class_name": "chemistry_structure",
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{
"class_name": "music",
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},
{
"class_name": "screenshot_from_computer",
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{
"class_name": "flow_chart",
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{
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{
"class_name": "qr_code",
"confidence": 5.527547182282433e-05
},
{
"class_name": "crossword_puzzle",
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},
{
"class_name": "geographical_map",
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{
"class_name": "bar_code",
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{
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{
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{
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{
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}
]
}
]
},
{
"self_ref": "#/pictures/4",
"parent": {
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},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\nLoan Resolution and Repayment Activity \u00b2\n(unpaid principal balance)\n<::\nchart: This figure contains two charts side-by-side. The left chart is a donut chart, and the right chart is a bar chart.\n\n**Donut Chart - 2026 YTD**\nThe donut chart shows the breakdown of loan resolution and repayment activity for 2026 YTD, totaling $1.1 billion. The segments are:\n- Full Repayments: 43%\n- Loan Sales below 100% of UPB: 31%\n- Foreclosures: 10%\n- Settlement with financing counterparty: 7%\n- Discounted Payoff: 7%\n- Partial Repayments: 2%\n\n**Bar Chart - FY 2022 \u2013 2026 YTD ($ in billions)**\nThe bar chart displays loan resolution and repayment activity in billions of dollars from FY 2022 to 2026 YTD. The y-axis ranges from $- to $3.0 in $0.5 increments. The x-axis represents the fiscal years.\n- 2022: $1.6\n- 2023: $1.1\n- 2024: $1.4\n- 2025: $2.6\n- 2026 YTD: $1.1\n\nSee Endnotes in the Appendix.\n: chart::>"
},
"classification": {
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{
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{
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{
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{
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{
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{
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{
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{
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{
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"class_name": "full_page_image"
},
{
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"class_name": "icon"
},
{
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},
{
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{
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"class_name": "music"
},
{
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{
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{
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"class_name": "chemistry_structure"
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{
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{
"confidence": 1.0910984116208056e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 4.374896889203228e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 8.911125726207558e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 6.982252553910939e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
}
]
},
"quber__figure_job_id": "cmsgvclvz05yefm01mtr7oegf",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "458b7e15-90cc-41cf-be24-5e6e927009fe",
"quber__read_by": [
{
"reader": "ade",
"produced": []
},
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "2",
"kind": "footnote",
"label": "Loan Resolution and Repayment Activity"
},
{
"marker": "2",
"kind": "footnote",
"label": "$1.1 billion"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "See Endnotes in the Appendix."
}
]
},
"label": "picture",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 12.988618612289429,
"t": 360.67921793460846,
"r": 755.9595308303833,
"b": 26.05539035797119,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 744.0,
"height": 335.0
},
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b5ZJJUrjiVEw0N6RqbO36+ER8X4uzpaGn92NT/A1XZDgJuGIDoGJ/g8val54YXsqp3rVnvaWywuS1LTc4I97KP9XKYXhCevFThZm3YMTuyO8HW14Td2D98obkiMCbC3MD59s0gqVxxLiAYAhUqVcuH+KiuT3tFpGzNefIQvIMgTDSMIAhAEedTJa/kLQkmEjxOscBaYFTZ0NnYPR/o4mRjq3qtskcmVr8RHVLX2FzV27Qr3Mdbn/ONumVyh+tNzW+o7hzJKG/dvCLLl89oGxtPzahIi/VwEZrAio6SxvmsoaXeUAYelUKo+v16wsCx5btNaYwPO8YvZxgacbSFeVW39PSPTT69f0zU8WVDfuT3Uy8aMl1HS2Ds6/Xbiho7BiRvFDa42/NWOVpWtfd0jU89uDDLQYaWm5wR72Ef7udwua6rtGNwe6s1m0K7k18qVqnf2b8Jx7L1/3LEyMYzyddZlMVLTc4I97CN9nT+9nCuVKzcFuavVmszyZr6R/nOb1tZ3DmWUNu7fEGTL57UNjKfn1SRE+rkIzECrf3zmm7vl/s6CEE+HKwV1Q5Nzh7aEsBm0E5dzQz0dIn2dJTLFh9/e83cWbAryuFpQ19I3unmtB5tBv1ZUr1CqXk+I1tNhwooTl3NVavWbe2IAYHJu6fTNIjqN8uquyPHZxXNZFb5O1mtcbG6VNqk1moObQ+o7BzMrmk0MdDcGujX1jNR3DcWH+7AYtG/ulvs7C0I8Ha4U1A1Nzh3aEmJpbPCgd+RaYT0GEORut97fFQDeOZvhZsOPj/Adm1n8MqMoxt81yN2usrXvXmXLwc3BSpX6XFaFr5P1GhebW6VNao3m4OaQBz0jGaWN+zcE2fJ5bQPj6Xk1CZF+LgKzM7eKZxdFO9d5O1qaYBgGWul5NW0D40d2hnF12QAgkytT03N0WYyjuyI+u5InV6i2hnhOzC0VNXRtCHDj6rLP36/0d7HxXWVNo5BT03OCPeyj/VwA4OztkuGpeSad+uaeGDIJb+wevlHckBgTYG9hfOZW8eyiaOc6b0dLEwzDMkoaG7qGCIB9MQEOFsaAIE80jCAIQBDkUSev5U8vLMNDEmMCLIwNbpU0tg2OEwQY6rJ3hHpbGhvMC8X/uFu2JJLqMOl8nn7n0MSruyKGJuczShv3bwiy5fPaBsbT82oSIv1cBGawIqOksb5rKGl3lAGHBQADE7P/yCwz1GW/vDOsa2jyVlmTVK4k4ViQu32Ur7NMobxWWN81PAkAdCplQ4Cbl4MlAOTVdVS29CpUajqVEuPvunqV1eKyJDU9J9jDPtrPZXJu6VxWhUgq5+npmHF1H/SOvrN/E5VCPpdV0Ts6bWLA2Ru9JjU9J9jDPtrPZWpBeKOoYXx2EQBs+bwdod4cFqO+cyijtHH/hiBbPq9tYDw9ryYh0s9FYAZaKrXm/P2KgfFZMgl3tzNv6BrestbDlm904nJuqKdDpK+zRKb48Nt7/s6CTUEeQrH0Yk712Owim0ETmHFb+sZeT4jW02HCihOXc1Vq9Zt7YkCrsKGzoL7Ty8FyR6h3Tk1bRUuvWkMwadQtwZ4uArPqtv7MimYXgVnH4ARBED5O1puDPNQa4vz9ioHxWTIJd7czb+ga3rLWw9dJoFSp/3ohS65Uvbwz3NiAAwDvnM1ws+HHR/iOzSx+mVEU4+8a5G5X2dp3r7Ll4OZgKxPDnJq2ipZetYZg0qhbgj1dBGb1nUMZpY37NwTZ8nltA+PpeTUJkX4uArOSpu7c2nYcw5KfjmHRaQAglsk//u6+iaHuC9vWwYorBbUtfWMHNq2lkslXC+vmlkQA4GFnvj3UW65QfX69YFkiW+NiE+Rml5qeE+xhH+3nAgBNPSPXi+rXutut93cFgMbu4RvFDYkxAfYWxiVN3bm17TiGJT8dw6LThqfmzt4uZTFob+5ZT8JxQJAnGkYQBCAI8qPJlSqVSs1i0GCFRkOIZXI2g4ZhGPwS1BqNSCJj0mkUMglWyJUquULJZtJxDIMVKrVGKlewGTQMw+B71BqNWCrXYdIxDIOHiCQyJoOGYxg8SiyVk0k4jUqBH00klTNoFBKOw48gksoZNAoJx+EnUqrUEpmCzaSRcBwAqtv6MyuaD24ONuPqaTQaGpUCK0RSOYNGIeE4rBDL5J+k5xpyWC/tCIMfTalSS2QKNpNGwnH4lyQyBZVCIpNI8KOJpXIKmUSlkEFLoyEkcgWbQYOfQiJTUCkkMokEAL2j0+eyKgJdbWMD3ABBnnQYQRCAIAjy21Hd1p9Z0Xxwc7CViSH8S7fLmtoHxsUyxe4IX1cbPjyJvrxZNL2wjGHw8s5wfQ4LEORJhxEEAQiCIL8d0wvCkakFR0tjNpMO/1LH4MTY7KK1iaGduRE8ocpbepVKlYuAz9PXAQT5PwAjCAIQBEEQBEF+CzCCIABBEARBEOS3ACMIAhAEeRIJxVIKmcygUeDnkSmUGIbRKGRYIRRLOSwG/DsqtVquVLHoNPiXZAolhmE0Chn+JalcScIxKoUMWjKFEgDoVAr8AKlcScIxKoUMP4NCpRJLFfo6TEAQ5PGAEQQBCII8cSQyxb3K5u2h3iQch58nr67DxoxrY8YDLZlC+fWd0iM7w+Hf6R6enJwXhng6wL+UV9dhY8a1MePBv3S9qH61o5W1KRe07lY0C8y4ztZm8AOuF9WvdrSyNuXCz6BUqa8U1O6NXgMIgjweMIIgAEGQJ87Vgrp1Xo48fZ15odiAwwIAkURGpZA1xP9PoVSLpDI+Tx8AFpYldCplZlHI5+mTcBwARBLZzJLIkMPisBgAMC8UG3BYADCzuIxhmFAkfdA3sj3EG7SWJTIqmTS9sMzVYzNoVLVGI5bK1WoNYBiZhNOpFLVGQxCEQqkWSWV8nj5ojc8uAoAZVw8A5oViAw5rWSKjkknTC8tcPTaDRgUAhUo1PrPIpFON9DkAcPJq/uFtoVQKGbTO3CreFuwlVyr5PH0SjgOASCKbWRIZclgcFgMATl7NP7wtlEohzy6JRBKZqaEujUpRazRiqZxKIU/NC/k8fTIJB4AFoVgokfF5+mQSDgALQrFQIuPz9MgkEgD8/U5pYmwAlUwGBEEeAxhBEIAgyJNldHqhorU3PtxXrdH87Wp+0u4oADiXVbEhwK19YHxwcs5IX2dsZtFnlbWrDf/4xftO1qY4ji8uS/bFBHQMThQ3dq2yNu0YHI/ydbEyMTx1o/DV+Mi8uo7peSGLQZuaF3o5WPg6CUDr68wyFp3K09Np6R97YVvo1LzwXmWLvg7TzYZf0doXH+7b1DM8ODlnpK8zNrPos8razZZ/Madan8MSSWSGuux1Xo6nbhS+Gh/5dWYZi07l6em09I+9sC1UIlNcyq12sDSZXlg2MeQEudn9/U7pyzvDQUut0fz53F1vB0uCgEWRZF9MQMfgRHFj1ypr047B8ShfF3Mj/b/fKX15Z3h2devMosicp9fUO3pwc/DckuhuRbO5kb5SpcZxbHuId1Fj19jMoiGHNTqzcHBzcFFD58S8kM/V6x2bTowJJJPwS7nVUb7OXD0dQBDkMYARBAEIgjxZbpU2OVmbOlgYj88uFjV07Yn2B4DU9Jxju6Mu5lY7W5t5OVhWtvYBgIWxwd2K5sNbQwHg08u5R3aGj0zP8/R0cBwrb+7VYdLNefqVbX3rvBxvljQe3hoKAJ9dzdsV5mPG1QMADUF8/N39o3ERTDo1o6TRRWA2syiaml/aHuqt0RCfXsk9lhD9XU6Vs7WZl4NlZWsfANCplPHZxY2B7kqVum1g3JDDqmzriwvz+fi7+0fjIph0akZJo4vATI/NVGk0+jrMwYnZhq7hNa42D3pGtod6g9b47GJm+YNDW0IwDPvsat5L28NGpud5ejo4jpU39+ow6cYGnAc9I9tDvdv6xxwsTWQK5dWCug0Bbv3js5PzSztCvSfmlgrqO2PXuF7Or3lh2zoMwxq6hky5urfLHhzYuBbD4G5Fi6e9hZWJ4ZX82kB3O3OePiAI8hjACIIABEGeLF9cLzywKYhBo9Z2DEjlyhBPh9nF5dvlDw5sXPtJes7RuAgKmXS9qH61o9XUglCpVK/1sAeA4xezj+4KzyhpUqs1+jrM3rHpjQHuUwtCgiBIJFyuUIV4OgDAJ+k5r8ZHknAcAKYXhPer2xJjAgDgSn6tr7OgtmNgjYuNpbHh5NxSXl3H0+vXfJKeczQugkImXS+qX+1oVd815CIwW2VlClqVrX0EQdiZG92vbkuMCQCAK/m1vs6Cocm5wYlZQ1324rLElKtHo5BoFIqfswC0ajsGZAplsIcDABy/mP1qfMSN4ka1WqOvw+wdm94Y4D42u0CjUOzNjW6WNOow6Xo6zOq2/reejr1Z0uDnJLA25TZ0DQnFUg6LMTUvjA1wA63K1r4HPSNcPTZohXo58vR0zt4u2R3hy2ExAEGQxwBGEAQgCPJk+SQ951hCNABklj+w5Rs5WZveLG5gMWhrXGwu59ce2hICACev5h/eFnqn/AFPTyfE06FzaKK+azjQ1ba2YyA+wndZIjt5Lf9YQnRm+QNfJ8H0wrJQLI3wceoZmSpo6Dy8NRS0GrqHW/pGn4kNXJbI/n6n9Ghc+OmbRS/tCCPheH3nkEgq83KwvJxfe2hLCACcvJp/eFtoZkWzh525Ld8ov77DytiwqWfY10kwJxS39I0+Exu4LJH9/U7pkR3rPrta8Oae9WqN5pu75Wvd7Rq7h0M8Hfk8PdC6WdLA1WUHezj0jU3XdQ75OQlqOwbiI3yXJbKT1/KPJUTfLG4I8XTsHJ7gMOm+ToLe0emcmraXdoR9diXvpR1hFDLpdlmTk5WpSCqfXRJF+Tp3j0yNzy7qsZkzi8tRvs5zS6KKlr7Naz0UStWZW8VH4yIAQZDHA0YQBCAI8mT54nrhC9tDSThe1zlY0z5gqMtWKFWrV1kBwNDEXGyAm0yh/PpO6ZGd4Sev5gv4PKFIqlCpdoR6k0j4N5nlJoYcKoXcPjjx1t6Yv13Lf3H7OqVK/c3dciN9HbVaw2ExNga6g9btsialSi1XqERS2Xp/V56ezoXsque3hgDArdJGFwFfoVINTczFBrjJFMqv75Qe2Rk+NrN4t6JZj80gk0jbQrxOXs9/cfu6+1WtSpVarlCJpLL1/q5WJobf3q8k4TiNSp6aF24Kcr9e1PDKrggSjoPWV7dKzHh6YqlcJJXvDvfBcOybzHITQw6VQm4fnHhrb8ynV/Je2RUxMjV/u+yBOU8fw2FJJI0P9027V/7SjjAAOHWjcP+GIBzHLmRXGXJYCyJJfJgPmUw6n1Wpy6IviaUbA935PP26zkGpXBnsYQ8IgjweMIIgAEGQJ8vlvJpoPxd9DgsAZAollUzGcQy+R6ZQnr1dcjQuQqFUUSlk0NJoCKVKRaNS4FEaglCp1VQyGR5y+mbhvphAGoVMIuE4hsGPo9EQCpWKTqXAitM3C/fFBNIoZBIJxzEMtGQKJZ1KgR8mlSsYNCpoaTSEUqWiUSnwKKVKDQAUMgl+mFSuZNAosEIiUzDpVABQqFTfZVc/vX4NhUwCBEEeDxhBEIAgyJOlpW9UrdF42lvCvzQwPtvYM7wj1Bv+Iyq1+vPrha/FR8LPo1KrP79e+Fp8JDxmcmra3GzNTQ11AUGQxwZGEAQgCPJk0WgIpVpNo5AB+RmkciWDRgEEQR4nGEEQgCAIgiAI8luAEQQBCIIgCIIgvwUYQRCAIAiCIAjyW4ARBAEIgiAIgiC/BRhBEIAgWnKFsrKtf2JuiavLXutuz6BRAEAqV5Q09QjFUk97C3sLYwDQEERT93Dv6DSdRglwteXp6YDW8NR8bccAhmHBHvY8PR1YoSGIW6WNPo7WFsYGsCK7us2Aw5yaFy5L5fAQMo7Hha2+Wlin1hAAQCWTrE25XvaWOI4BgiAI8n8eRhAEIIjWN3fLdFlMfxeb+q7BuSXxsxuDZArlmVvFfk4CPk/vVklTXLiPqaFuUWNX5+DEhkC3qX2jNFAAACAASURBVPnl/Lr213ZH0amU3tHpmyUNGwPcRVJ5eUtv0u4oeEh+XcfgxOxzm4NBq/RBd1XbwJEdYcNTcwQBc0uigvrOXeE+AEClkHTZzJNX83dH+GIYJpEpqtr6LIwNtqz1BARBfl1XC+pUGg2ssDQy4Onr9I5ObwhwgxVjM4vlzT0bA91ZDBpoaQiiqXu4d3SaTqMEuNry9HRAq2t4srl3VJfNCPV0oFEpADAvFFe29gklMlszno+TNY5hADAwMdvYNazWaDztLewtjOGnGJiYbewaVms0nvYW9hbGoDW9IKxo6QOAYA97Q102AMgVysq2/om5Ja4ue627PYNGAa0HvSOdgxO6bOY6b0c6lQIrukemekenNwS4wYqxmcXy5h53O/PGnhF4lKedBU9fJ7e2HQAwACad6iLg2/J5gPxCMIIgAEEAliWyb+6Wv7QjjEzCpXLlX87ffffAlvy6DplCsTXYCwBKmrrVak3Y6lVf3ymNWePK5+kDwBfXC9b7uwrMuCcu524L9rIzNwKAsuYef2cbCpkEK6Ry5SfpOXui/AVm3N7R6e9yqg5sWmthZABa9Z1DDd1Dh7aEgFZTz0h5c++RnWGgJZLIjl/KeTkunKvLBgRBfi3zQvFnV/J2R/hiGAZa+hymLouZeil77/o1AlMuAIil8lM3iwJcbNZ62MOKosauzsGJDYFuU/PL+XXtr+2OolMpNe0DTT3D0X4uw1Pzo9MLe6L9xTL559cKQjwdzI3071e1OlgYh3o5DkzMXs6r2RbiRcLxG8UNuyN8rU258OMMTMxezqvZFuJFwvEbxQ27I3ytTbnjs4uX8mpi17jiGJZV1fryznAKmfTN3TJdFtPfxaa+a3BuSfzsxiAAyKvr6BubjvJ1bu4dJYDYHuINK6RyZeql7L3r1whMuQAglspP3SwKcLFxsjadXlgGgMKGThNDXScrUwAw4+p1j0xVt/VH+DgRBLEgkpQ0dW8MdHe3NQfkl4ARBAEI8qjm3tHChs6juyJSLmQlxgaacfUAoKSpe1ki2xjoDivmheJTNwqPxkVMzS9llDb5rrIenp4XmHLXutvjOAaPKqzvHJqa27lu9efXCsK8Hde42sKKW6WNVDI5NsANtO5WNKvU6q3BXrDi08u5ET5ObrbmgCDIr6W5b7S0qefIzjB4VH59x8D47MHNwWqNJu1eBZ1K3hPlj2EYrPj6TmnMGlc+Tx8AvrhesN7f1Yyrd+Jy7pEdYXo6TIIgPkjL/P0zG3tGppr7RuPDfQGgY3Ci9EHP81tDcmradJj0AFdbALhb0UylkKN8neHHyalp02HSA1xtAeBuRTOVQo7ydT6TURzgautuZw4A57IqQjwduLrsb+6Wv7QjjEzCpXLlX87ffffAloVl8dnbJa/GR7LoNJFE1jk86bPKGh6SX98xMD57cHOwWqNJu1dBp5L3RPljGAZaH1+8vyN0tS2fB1o3SxpoFMqGADfQah8czyxvfnPPegzDAPnZMIIgAEEeMjAxeyW/Nj7Cl06lpN0rf3vfBtC6WdJgyGGHeDqA1pJIej6rwsvRcq27fVZVS037wNZgT1Ou3s2iBnc7i0A3W3iUTKFMvZTD1WXr6TB3R/jCQ764Xhjsae9uaw5aZ24V+zhar15lBStSL+XErnF1FpgBgiC/lqzKFrlStS3ECx4lUyhTL+Xsi1nTNTzV0jf64vYwBo0C/8y8UHzqRuHRuIiOoYne0emn168BrT99ffutp2MZNAqsuFXaiGHYlrWesEKl1nx5syjUy8HN1hx+IpVa8+XNolAvByN9zt/vlP5uXywJxwHgXFaFn5PAydoUVjT3jhY2dL4aH3m/unVqXqjHZgrFUm9HKxeBGTxKplCmXsrZF7Oma3iqpW/0xe1hDBoFtJYlspTv7v/hmY10KgW0Pr9eEOLh4G5nDlrLElnKd/ff2hvDZtIB+dkwgiAAQVbUdgwUN3UnRPiZG+m39I3Wdw3t3xAEWp9dydsc5GHD5wHA8NTclfy6MO9Vq1dZAcDFnGoDDitmjSsAtPSPNXUP74sJgO+5X93aPjB+ZGc4jUKGFUqV+oO0zFfjIw04LABQazQfpGUe3hpqYqgLWosiySeXco49Fa3HZgKCIL+Ws7dLJmaXKGQSaFEp5GMJURiGAUBhfWfn8MTsoui5zcFmXD34Z5ZE0vNZFV6Olmvd7b/LqbLjG/m72ADAkkh64nLuuwc2YxgGWhUtvVVt/Ye2hOgw6aClUquvF9Yr1Zo90f44hsFPoVKrrxfWK9WaPdH+Va39Q1NzT0X6gdYn6TlxYT6WxgagNTAxeyW/Nj7CV2DKPX2zUCJX7gz1JghIz6tJjA3k8/TgUYX1nZ3DE7OLouc2B5tx9WBFx+BEdk3ba/GRoKVQqT5Iy3wtPsqAwwKtxWVJanrO2/s2MOlUQH42jCAIQBCte5Utw5Nze6L9OSwGADT3jXYMjO+O9AOAqXlh2r3y159aTybhLX2j96vb4sN9rEwMQetiTrWLjZmHnQUA1HYMjM0sbgvxgu/JKGmkUsgbAtzgIcNTcxeyq36fuBG0xmcX/3679I/7N+E4BlrXi+rVGk18uC8gCPJr0WiID9Iyn9kQaGzAAS0MgEalgJZMofzw/L0NgW7+zjbwzwxPzV3JrwvzXrV6lRUAfHYlb3uol6WxIQC09I1Wtw8c3BwMACq1JrP8wfTC8p5ofzaDBlrLEtnFnGpTru7GQHcSjoPWzOJybccgPMrR0sSWz4OHLEtkF3OqTbm6GwPdSTh+u6xJl8UI9XIEAJFEdvxS9h+e2UQhkwCgtmOguKk7IcLP3EgfAP587m5c2GpHSxMAuF3WZMhhB7nbwaNkCuWH5+9tCHTzd7aBh+TWti+JpHFhq0FraHLuQnbVH57ZCCuaeoYL6juPJUQD8kvACIIABAGoauuv7xw6tDWYSiaD1szi8nc51S/vDMcwOJdV4WxttsbFZnx28dy9ioNbgnl6OrCi9EHP7NLy9hBvqVz51a3iLWs9BWZc+J4vrheu9bDzsLOAh1S29nWPTD0TGwhatR0DD3pHD24OVqrUSyJJVVt/28D4C9tCddlMQBDk1zI5t3TmVvEf928i4Th8j1As/fhi9u8TNzJoFPielr7R+9Vt8eE+ViaGoPXplby9Uf48fR0AuJhbbWPGW+NiI1MoL2RXGXBYW9Z6kkk4aE0tCL+9Xxni4eDnLICHiKXy0ZkFeBRPT8eAw4IVUwvCb+9Xhng4+DkLQOtWaZOpoa6fswAAqlr7BiZmn4ryB4B7lS3Dk3N7ov05LAZo/fnc3aNx4RwWAwCu5Nc6Wpl42FnAo4Ri6ccXs3+fuJFBo8BD0u6Vr7I0WeNqC1rlLb29o9PPxAaClkqtOXktf627va+TNSC/BIwgCEAQgNRLOUsiCYZhoHVwc7CFsUF+XUdr/xgAOFqaxKxxBYDrRfVNPSM4hoFWpK9TsIeDUqW+lFstlikkMkWgm22Aqy18j1Kl/iAt85VdEYa6bHjI1YI6Aw4rwscJtG4WNzR0D+MYRhAEk0FzEZiFeNjrspmAIMivqL5zqKF76NCWEPhnOgYn7le3Ju2Ogu8Zn108d6/i4JZgnp4OrLhSUGtnbuztYNk3Np1R0nQ0LpxKIV/KrWbSqVuDvWCFXKH8/HphpK+Th50F/ERyhfLz64WRvk4edhaworZjcHhqbue61csS2ZcZRXuj15hx9ara+us7hw5tDaaSybDifFaFu52Fp73FxNzSt/crX94ZzqRT4VEdgxP3q1uTdkfBQwiC+Mv5e4mxARZGBqB1Jb/WQJcd6eMkUyhnFpdza9s1GuLAxrU4jgHyS8AIggAE+WEyhRLHMCqFDP+ORKagUckkHAcEQX7jbpU2Usnk2AA3+Gdya9sXlyW7wn3ge64X1Tf1jOAYBlqRvk7BHg7zQvF3OVV0KkWmUO4K9zEx0F0Qij+5nIthgAEGABQy6feJG5t6R24WN+AYBlq2fF5ibCD8OA3dwzeLG3AMAy1bPi8xNlCl1nyXUyWTK8UyeaSvs7utOQCkXspZEkkwDAOtg5uDLYwNZpdEl3KqGXSqUCzdFuJlY8aD78mtbV9cluwK94GHzC2J/nY1/51nN5FJJND6JD1ncVkCGGCA6eswvRwsA93sKGQSIL8QjCAIQBAEQZD/TQRBiKVyFoOGYRj8usRSOZ1GIeE4/DsiqZxFp2IYBshjDCMIAhAEQRAEQX4LMIIgAPmJRCLRyMgIaJFIJAcHB/jpRkdHTU1NSSQSIAiCIAjy42AEQQDyE7W1td27d8/NzQ0AKBRKREQE/HSnTp1KTExks9mAIAiCIMiPgxEEAchP1NbW1tHRERcXBysmJyeLiopoNFpkZKSOjk5ZWdnMzIy7u7tKpaqrqzM1NQ0NDSWRSG1tbfX19Xw+Pzw8/PTp04mJiSKRqKioiEajRUZG6ujoNDU1tbS0WFhYhISE9Pf3MxgMPp/f2tpqamra09OjUqlIJJK3t3deXp5QKAwJCeHz+U1NTS0tLRYWFiEhITiOA4IgyGNval5obMBRqFSD47O6bKaxAQceIhRLOSwG/ACZQgkAdCoFVgjFUg6LsSyRseg0sUzOotMUKhWGYTQKGX6KmYVlrh4bwzBAHmMYQRDwPSKRqK+vj06n29rakslk+B6NRoPjuEajwXF8cHDQ2toafjaNRoPjOPywhYUFEonE4XA0Go1SqVxYWDAxMYH/hra2ths3btjZ2QGAu7v7qlWrjh8/fvDgQaFQeOvWrddee+31119/9tlnGQzG3bt3Dx48WFdXJ5PJPDw8Ll++/Nxzz+Xl5dnb2xcVFe3du/fLL788ePCgUCi8devWiy++eOLEiWPHjhUVFbm5ubW3t+vr63t7e9+4ccPd3T0nJ8fW1tbT0zMrK8vHx8fS0vLs2bOHDh06derUsWPHioqK3NzcTE1NAUEQ5PFW3tLL09PRZTNulTTiOK5QqmLXuAnMuKAlkSluFDc8vX4N/IC7Fc0CM66ztRloSWSKG8UNT69fc+Jy7iu7Iv52Nf+VXRGFDV02ZlwbMx78FPn1HQ7mxhbGBoA8xjCCIOBRs7OzaWlpvr6+Eomkq6vrlVdewXEcHpKfn29lZSUQCL755puDBw+mpKQkJyfDz3bmzJnDhw/DD+vo6KDT6f39/VZWVkwms7CwcO/evfDf0NbWVltbGxMTAwBsNlskEmVnZz/zzDMA8NFHH7355psffvjhH//4x4qKiuLiYlNTU5VKRRCEh4eHVCoNDQ0FrVOnTq1fv76srOyZZ54BgI8++ujNN9+8dOnS6Oios7Pz+vXry8rK9PX1vb29b9y44e7unpOTk5CQYGBg8M4779ja2gLA2NjYvn37SkpKRkdHnZ2d169fT6PRAEEQ5DE2ObdU3tK7c93q22VNjpYmk3NLTtamI1MLq1dZgZZModRoCBzHCIJQKNUiqYzP04eHnLlVvC3YS65U8nn6JByXKZQaDaHRaL7Lqd4b7f9dTvXhbaHzQrEBh0UQxNSCUK0m+Dw9AJAplARBKJRqkVTG5+kDgFKlHptZ0GHSDXXZANAzMjUwMRvt5wLIYwwjCAIe9eDBg87Ozt27dwNAZWWlu7s7mUzOy8sTCoUhISGGhoaffvopj8fz9PS8du1aYmLinTt3kpOTZ2dnCwoKKBRKVFQUm82urKwUi8ULCwshISElJSX6+vqRkZGzs7MFBQUUCiUqKorNZldWVkql0qmpqYiICIVCcfLkyU2bNgUHBwPA4OAgQRACgaCgoMDf359CoTQ1NRkaGmIYduXKFR6PFxsbm5mZyeVySSRSbGwslUqFX1FbW1tHR0dcXBxoCYXCtLS0V155RaPRvP/+++++++5HH330u9/97sGDB0NDQ1u2bFleXh4ZGVGr1QMDA1u2bBkcHJRIJEVFRdu3b7969eorr7yi0Wjef//9N954Y2BgwMHBISsri8lkkkgkFovl7++flpa2du3anJycp59+msPhfPzxx0ePHqXT6c3NzXw+f2JiwsHBISsri8lkRkVFAYIgyGPs/P3KDWtcuXo6tR0DAxOzPD2dMO9V8JC82nauns6SSDI4OWekrzM2s+izytrT3gK01BrNn8/d9XawJAhYFEn2xQTk1bZz9XQYNErPyJS9hXHPyNR6f9dTNwpfjgv/Lqeaq8vWEIRMrowLW13c2DU4OWekrzM2s+izytrdzvzrO6WOliZDk3OOliZ+zoKpeWFxY1d8hC8gjzGMIAh4lFKpPHfu3OTkpKOjY0BAgLm5eVpamo+Pj6Wl5dmzZ48cOXLr1i0XFxcbG5tTp069+uqrJ06ceOONN44fP37gwAGJRHLv3r0XXnghOTn58OHD/f39jY2Nhw8fPn/+/M6dOy9cuHDgwAGJRHLv3r0XXnghOTn5hRdeUKlUeXl5hw8f/vjjj5OSkmg0GgBMTk7m5OQkJCS8/fbbe/fuxXF8YWEBwzAWi9Xf3+/i4mJgYHD69OmkpKS6ujocxyMjI+FX1NbW1tHRERcXBytu3749PT0tlUr9/f39/Pw++uij3/3udxqN5uzZswwGY3p6esuWLXZ2dl999ZWOjs709PT+/fsvXbqUmJhYUFAwPT0tlUr9/f1Xr179xRdf6OnpLS4ubt++nUwmf/3113w+f2ZmZseOHTk5OU8//TSHw2lvb8/OztbT01OpVM8+++ypU6f09PQWFxe3b99uYWEBCIIgjyuhWHopt+bwtlDQKn3QXd7cu8571RoXG1hxLqtiY6B7dnWrs7WZl4NlZWsfAAS42oLW+OxiZvmDQ1tCMAz77GreS9vDLuZWbwx0f9AzYqjLmlsSG+qyDDnsyrY+S2NDqUwRtnoVAHx+veC5TcE3iuudrc28HCwrW/sAYPUqq5NXC3ZH+BrqssZnl2z5vNnF5XtVrYkxAYA8xjCCIOBRKpUKx3G5XN7Z2Xn79u1Dhw6dPn3a1tYWAMbGxvbt21dXV+fu7m5lZfX5558nJSWlpKQcOHAgNTXV0dERAAYGBt57772PPvrod7/7XW9vb2Nj465du65evWpvb3/58mVHR0cAGBgYeO+99z788MO3336bIIiPP/44OTk5JSUlOTkZVpw4cSIqKqq/v18kEqlUqk2bNjU3N7PZ7OHhYXd3dyaTmZeXl5iY2NXV1dnZuXXrVvhvUygUAEClUuFRUqmUSqWSSCTQkkqlNBoNx3FYoVAoAIBKpYKWWCxmMpkYhgGAWotKpcKjNBqNTCZjMpmgJRaLmUwmhmGAIAjyGOsYnOgfn9kY6K5UqQkgRqcXAOBeZUtCpB9Xlw1an6TnJO2OOnE592hcBIVMul5Uv9rRytqUC1q1HQMyhTLYwwEAjl/Mfv2p6BOXc5N2R52/X7khwO1eZcuGALfe0WmCIAYn5yJWOxkbcADg0yt5L2wLPXWj8GhcBIVMul5Uv9rRytqUOzQ5l1vbTiWTdkf60SjkvrHplr6xbSFegDzGMIIg4FG3b9/mcDjr1q0DgGvXrtnZ2eXm5h49epROpzc3N9vb22dlZbm7u1tZWX3++edJSUkpKSkvv/zy6dOnX3/9dQCoqanx8/NLSUlJTk7u7e1tamqKi4u7du2ai4vLvXv3Xn/9dQCoqanx8/NLSUlJTk4GgJSUlOTk5JSUlOTkZFhx7dq1iYmJvXv3XrhwgUQiHTlypKioiM1mDw8Pu7u7M5nMwsLCvXv3dnd3d3R0bN26FZCHSCQSpVIJK5hMJoVCAQRBkP+q+q4hsVQe4unQ1DM8NDnP1WP7OQnS7pXvXLfagMMCgHmh+FZp08513pfzaw9tCQGAk1fzD28LpVLIoHWzpIGryw72cOgbm67rHIrydb5V2vTsxqBP0nOSdkeduJybtDvqelG9r5OgqrUv0N3OwshgYHy2sLEzbt3qy/m1h7aEAMDJq/mHt4VmVjRH+jhxWIxrhXUuAr6TtWleXQdXl+1pbwHIYwwjCAIeJZVK//GPf8hkMiqVSqFQnnvuuZ6enuzsbD09PZVKdfDgwcrKytLS0qSkpL/+9a+RkZGlpaXJyclZWVnDw8NKpdLR0TEqKiolJSU5Obm3t7epqSkuLu7atWurV6/u7OwcHh5WKpWOjo5RUVEpKSnJyckAkJKSkpycnJaWxmAwdu/eDVq9vb3nz5//n//5n2+//dbQ0HDDhg1FRUVsNluhUJSWliYkJJSVle3du7e7u7ujo2Pr1q2APGR4eHh5eRm0CIKQSqW+vr6AIAjyX9UxODE2sxDp66xSqy/mVM8uiQw4LCsTwzDvVaDV3Ds6tSDk8/SGJuZiA9xkCuXXd0qP7AyHFV/dKjHj6YmlcpFUvjvcp398dmpB6ONodbO0cXuw183SxgMb1352Ne/F7evmlsSZ5Q8MOewFkWRHqPfE3OLQxFxsgJtMofz6TumRneEPekcqW/tMDHSXJbK4MB8qhXT2VsmBTWupFDIgjzGMIAj4Z6RSKYlEolKpoKXRaGQyGZPJBC21Wk0ikQiC0Gg0JBIJtBQKBQBQqVT4YQqFAgCoVCr8M2q1mkQiwb+jVqtJJBL8Bo2NjZmZmWEYBgBTU1MSicTa2hrDsIWFhaGhITc3NxKJND8/DwAGBgbwy6mqqvL29qZSqYAgCPLfM7OwXPKge+e61aCVX98R7G5PpZDhJ5LKFQwaFf4djYaQKZRMOhV+gFqjUarUdCoFAKrb+0k47rPKGpDHG0YQBCC/iq6urtOnT3/yySc4jjc1NdXW1vL5/MXFxT179pw5c8bHx2d0dHTr1q0XL16Mi4ujUqnwy+nv76fRaHw+HxAEQf6rzt+vTIwJgMfMglBc1ty7ea0HII89jCAIQP739fX1VVRUDA0N/f73v8dx/MSJE88//zyLxTp58uSBAwcuXbr07LPPpqWlRUZG9vX1hYeHwy9KJBJ1d3d7e3sDgiDIf5VMoaRTKfCYUShVJBJOwnFAHnsYQRDwH5menh4dHRUIBCQSicPhwH9kYWGBRCJxOBz4vyElJeWNN97AcfyDDz744x//CADnz58PCwtraWmZnp4OCAioqalJSEgAAAqFAr+oiooKPz8/MpkMCIIgCPKbhREEAf+R9957b9OmTUwmk06nCwQC+I90dHTQ6XSBQAD/N6SkpLzxxhs4jn/88cdvvvkmAKSlpUVHR5uZmQFAb2/vhJZSqbS2tg4KCoJfTnd3N4fDMTExAQRBEAT5zcIIgoCfrrq6+saNGzt37jQ0NKTRaGNjY3Q6vbW11cvLy9nZeXl5OT8/XyQSeXt7Ozs7V1dX0+n01tZWLy8vZ2fnycnJwsJCOp0eHR09OTlJo9Hkcvny8nJHR4eZmVloaKhYLL537x6NRtPX1w8MDCSRSPCkSElJeeONN3AcP3PmTEJCgq6ubmpq6iuvvEKhUAAgLS1t3759X3/99fPPP//1118/99xz8MtZWloaGhpyd3cHBEEQBPnNwgiCgJ9OoVB88sknx44dq6ioYLPZ9fX19vb2Xl5en3322Z/+9KebN2/6+vrq6+sfP3783XffPXPmjL29vZeX12efffanP/3pww8/PHTo0Ojo6NjYGIvFYrPZIpGop6cnISEhLS1t27Zt2dnZ69atY7FYH3300fHjxykUCjwpUlJS3njjDRzHh4eHr1+/zmKxrKys1q9fDwDt7e3Ly8v+/v7nz583NTVVqVSxsbHwyyEIory8PDAwEMdxQBAEQZDfJowgCPiPpKSkJCcnFxUVsdns+vr6+Ph4fX3948ePHzt2bGpqqqysTCwWt7a2Hj9+/MyZM/Hx8fr6+sePHz9w4MC1a9eef/550CoqKmKz2SKRiMFg+Pv73759297e/vbt22+99RYAfPrpp0eOHKFQKPAk0mg0CoWCTqeD1szMjKGhIY7jSqVyenqaz+fDL629vd3IyIjL5QKCIAiC/DZhBEHAfyQlJSU5ObmoqIjNZtfX1z/11FMcDic1NTUpKekvf/nL4cOHuVzuH/7whz//+c9fffXVU089xeFwUlNTX3zxxS+//PLYsWNyubysrIxEIrHZbJFIxGazfXx8MjMzbW1t79y589prr1EolHffffedd96hUCiA/BLm5uYmJyddXFwAQRAEQX6bMIIg4D+SkpKSnJxcVFTEZrPr6+ufeuopDoeTmpqalJT0zTffkMlkDMMGBgaSkpIuXbr01FNPcTic1NTUpKSkrKysiYkJqVQaHh4+MzPDZrNFIhGbzfbx8cnMzLS1tcUwLCcnh8n8f+zBCVTU9f4w4M/3NyszwAgyLIoIguAGCK6jEJraKMloSAFRmYESUVlWtni7XpEoS8tK469p2s3MMklNK70hmJiiCAOyyIjsi+zLMDDDzPw+73s5x3Ps3CyXQQfn+zyisrKyd955h8PhAGUKLMv+/vvvM2fOJIQARVEURQ1CBBFhAGg0GrFYDDfQ19fHMAyXy4U/k5GRMXPmTADYuHHjW2+9BZTpXLx40dXV1c7ODiiKoihqECKICGampKQkIyODw+HMmTPHy8sLbkVFRUVNTQ1cIxKJ/Pz8+Hw+UP0aGxs7Ojp8fHyAoiiKogYhgohw/2psbCwvLw8MDBQIBEABGI3Gs2fPzpw5E0wEEQGAEAJ/CREJIXBjiAgAhBCgKIqiqBsjiAgDiWVZhmHgzrAsyzAM3JampqaysrJJkyYJBAKgAPLy8ry8vGxsbOAWsYgMIXCd7l5dZ3dPr06v7tF2anq1Or1Or+/V6XV6g65Pb2RZbZ8BESPnTHG2t1n72RwAsBLYcLkCAd/KSmAjtrLj8YS2YgeJtdRaNNRGbO9k7yGyksB1EJEQAhRFURTVjyAiDJjKysrS0lK5XA53oLKysrS0VC6Xw+1qaWlRqVSBgYFCoRAsXl1dnVar9fT0hL+EiABACIF+Wp2+sb2rtbO7sb2rvaunU9Pb1N5lMLJwE+LCgl2lksQU0XesyAAAIABJREFUb7gJPK7AztZFajfSaegoZ4dRjvbuw53G2ojsoR8iAgAhBCiKoiiLRBAR/k5vb+/x48c1Gs2sWbOGDRtWVFSUl5fn4uIya9as7u7uyspKf3//xsbGjo4OLperVqtLSkqGDRsWEhKyd+/eurq6ZcuWAcCJEyd4PN68efOMRmNRUVFNTc3MmTPr6uqqq6vFYvH8+fMRMTMzs76+3s3NLSQkpKysrKmpqbGxsbe3t66uLjg42M3NbdiwYfX19T09PV5eXnArWltbL126FBgYaGVlBZZNr9fn5OTIZDL4H4hICIF+Or2hprGt6mprU3tXbXN7l0YLtysuLNhVKklM8YbbZWstdXUc4+o8zn2Yv8fwiXa2ztAPkSWEAYqiKMpiEESEv7Nr164pU6Y4Ozt///33YWFhBw8efOaZZ86cOdPd3R0QEJCVlRUdHV1UVFRVVSUSiS5fvhwVFbV79+7Fixe3trZWVlYuXLjwww8/fOaZZ3p6en766aeHH354+/btS5cu5fP5O3bsWL16dX5+vkajcXR01Gg0U6dO/eKLL+bPn1/Wb8GCBW1tbZWVlRMmTMjOzo6JidmzZ8+cOXNcXFzgFrW3txcXFwcEBIhEIrBs58+fHz9+vEgkAgBEBABCCAB092orGlpV1VdrmtrburoRwSTiwoJdpZLEFG8wkSE2zp4jJo12m+o5YpKr01hCCAAgIiEEKIqiqPsaQUT4Ox988MFrr70G/U6ePCkQCKZPn97X1/fJJ59ERkZmZWVFR0cXFhZWV1eLRCIrK6tp06YdPnx49OjRLMtWVVVNnTp106ZNPj4+AFBRUREXF5eenv7000/X19efPn360Ucf1Wq1n3/++TPPPJOZmdnc3FxTUxMZGVlTUyMSiWQyWVFRUVVVVWho6IYNG1588cXt27evXLkSbkt7e3txcfHEiRPFYjFYsOrqapZl3d3dAUBvMFY0tKiqr16ubWrr0sAAiAsLdpVKElO8YQDYih3Ge4aM9woZNypYZCUBAESWEAYoiqKo+xFBRPg7GzdufPHFF/l8/s8//+zo6Njc3Dx//vyrV6+mpaUtWrQoPT39qaeeOnPmTHt7u0gksra2njx58pEjRzw9PVmWraysnD17dmpq6iuvvAIA586dc3Fx+e2332JiYurr63/66ae4uLj6+vr09HSGYXx8fAIDA7/88ssZM2bU1tZKJJLJkycXFRVVVlY+/PDDv/zyS3Nzs5ubW0hICNyuzs7OixcvTpw40draGiwPIhJCtFptnlLJG+JcXNlwpbaJRYSBFBcW7CqVJKZ4w0AihHEf5u/nPWfyuIel9iMBgGWNDMMBiqIo6j5CEBH+TmFh4YkTJ8RisYuLi1wu3759u42NTVNTU1RUlJOT08aNG6VSqU6nGzlypEgksra2njx58pEjRzw9Pe3s7LZt27Z06dKSkpLq6mq9Xu/j4zNmzJjffvstJiamvr5+69atY8aMaW5ujoyMLC8vv3DhgqOjY2NjY3BwcGdnp0QimTx58tWrV7dt27Z06VI7O7u333773XffFYvFcAe6uroKCgr8/f1tbGzAYiAiIaRHqyuqqM8vqx2C3cXNOj0Ld0FcWLCrVJKY4g13i7OD55TxYZPGLXR2GAUAiCwhDFAWDBHLy8tLS0tDQkLEYjEAIGJXV5eNjQ3DMPBHGo2Gy+UKBAKgKMr8EESEm2A0GvV6vVAohH69vb0CgYBhGOin1WqFQiH8GaPRyOFwAKCvrw8A+Hw+XFNfX5+RkREREcHlcjkcDgBotVoej8fhcOCPjEYjh8Npa2v74YcfYmNj4Y6p1er8/Hw/Pz9bW1u4ryEiIcRgZC9eqc1TVVc2tCD8l6stV2/ERo0RBl5cWLCrVJKY4g13nfsw/6kTFNP9wkVWEkSWEAYoi5SWlmY0Gtvb29Vq9YoVK3g83r///e+hQ4c2NTUtXLhwxIgRcE1GRkZ5ebnBYPD19Z0xYwZQFGVmCCLCPdLS0pKfnz9nzhy4CXV1dfv374+JiZFKpWAK3d3dSqXS19dXIpHAfQcRCSEAcLW1M+dSZcGV2l6dHq5jxSUedrzi5j4YeHFhwa5SSWKKN9wjXA7f32deUEDUGI8ZhBBEJIQAZUk2bNjw6quvZmZmuri4ODk5tfaTyWSVlZVZWVlPPPEE9NNoNDt37nzhhRcQcevWrcuXLxcKhUBRlDkhiAiWSqPR5OXlTZgwYciQIXC/QERCiJFli8rrzxZdqWlqhxuY6Cy42KgzIgy0uLBgV6kkMcUb7jWpvfsDgY8/MOlxAV/EIssQBijLsGvXLnd3976+PrlcDte0t7efOHHCzc1typQp0E+lUhUUFERERADAt99+O3XqVA8PD6AoypwQRISBcfXqVb1eD/2cnJwAoLCw0Nvb29ra2mAw1NbWuru7w73W09OTl5c3btw4Ozs7GOQQkRCi0eouXKrKLq7o0vTCXxop4Wr02NJjhAEWFxbsKpUkpniDeRDyraf6LnpItsLBbgQiSwgD1P1Op9OdP38+IyPDxcUlJibGysoKAE6ePFlWVjZ27NgZM2ZAv8LCwoqKirCwMABIS0sbN27cmDFj4C+1tLQARVEmJRQKra2t4QYIIsLA+OWXXzo7OxHx3Llza9as+fXXX8eMGXPu3Lnly5dnZGR4eHi4u7uDGejt7c3NzR0zZszQoUNhcEJEQki7uier4HJeabXeaISbYM0nw224pa16GGBxYcGuUkliijeYEwJkqu8i+cyEYdLRiCwhDFD3L61Wy+fzMzIyDAaDUCgMCQmBfgaD4f3331+9ejWXywWAy5cvFxQULFmyBAD27ds3ffp0d3d3+Es6nQ4oijIpDofD5XLhBggiwkA6fvy4QCAICQnZuXNnbGzs9u3bn3766f3798fExIDZ6O3tzcvL8/b2dnBwgEEFEQkhHd09WfmXcy5VGlmEWxHoIshr0CEMrLiwYFepJDHFG8ySv8+8RbNfGSb1RmQJYYC67+j1+s2bN69cufLUqVN8Ph8RuVyuXq8PCQnRarUff/zx6tWrCSEAoNFodu7c+fzzzyPili1bnn32WYFAABRFmROCiDBgtFrtxo0b16xZQwjJz8/Py8sbMWKE0WgcP368o6Mjj8cDs6HVanNzc0ePHi2VSmEwQERCSEd3z6/nSwqu1CDCbRhlx2vvNbZrWRhIcWHBrlJJYoo3mCsCZPL4sAVBzw1z9GaRZQgD1P0lMzOzpKREq9VaWVktXbqUELJnzx5ra+vW1tbZs2ePGzeuoKCguLg4Kirq9OnThYWFiOjn5zdjxgygKMrMEESEAZOVlaXVaufOnQvX9Pb2Hjx4cNSoUaWlpQKBIDIyEsyGTqe7cOGCl5eXo6MjmDFEJIT0aPtO5V8+W3TFYGThdkkEjFTMKWvTw0CKCwt2lUoSU7zBvBEgsokRi2a/IrF2ZJFlCAPUfUSr1WZkZCxYsACu6enpEQqFDMPAH/X19SGiQCAAiqLMD0FEGDCbN29etmyZRCKBa44ePTp58uTDhw/Hxsbu2rUrNjYWzElfX9+FCxc8PDycnZ3BXBmN7Nni8szcUm2fHu4MAQhwEeQ26GAgxYUFu0oliSneMBjwuIKQyU8qZr3M51kBdX9hWZZhGKAoajAjiAgDZt26dWvXroVruru7jx49GhkZmZ6ertfrGxoali1bBmZGr9fn5OS4u7u7uLiAOUFEQsilqoZj54paOrrBREbb8xo1xi4dCwMmLizYVSpJTPGGwcPWWho+541pvosBgBACFEVRlHkgiAh3S3d3NyFELBYDQF1dnaOjI4/HA/Oj1+tzc3NdXV2HDx8OZgARCSEd6p5DWcqy2iYwKXsrRiLgVHToYcDEhQW7SiWJKd4w2Hi5TYma/y9Xp7GILCEMUBRFUfcaQUSg/ofBYMjNzXVxcRkxYgTcU9jvVP7lzLxSg5EFU2MITHQW5DboYMDEhQW7SiWJKd4wCDGEM1cWFxbyEo8rAIqiKOpeI4gI1J8xGAx5eXlOTk5ubm5wLyAiIaSuuf2Hk3mN7V0wYMY68Ks79Ro9wsCICwt2lUoSU7xh0JLajXzi4RQfDxkiSwgDFEVR1D1CEBGoGzAajXl5eQ4ODu7u7nB3ISKLmJFbekqpYhFhIDmKOUIuqe40wMCICwt2lUoSU7xhkAsKiIp4aI2AJyKEAEVRFHUvEEQE6saMRqNSqbS3t/fw8IC7AhEJIY1tXWknL9S3dMLA4zIwwVGgvKqDgREXFuwqlSSmeMPgZy8ZtnzJFo/hExGREAIURVHU3UUQEai/xLKsUqmUSCSenp4wwBARANQ92o++/Y/ByMLdMsGRX9am1xoQBkBcWLCrVJKY4g33BYZwFLNWPTRjBfkvBiiKoqi7iCAiUH+HZdmCggKxWDx69GgYSDqdrq9Pb2NjfSy7KKvgMtwtLtYchpA6tQEGQFxYsKtUkpjiDfcRH3fZM49sllhLgaIoirqLCCICdRMQsaCgwMrKytvbG0wNEQkhTU1NJ06c1Ov1UdGPMQzz+aHf6lo64K7gc2CMA7+gsQ8GQFxYsKtUkpjiDfcXG9HQuCWf+LjLEJEQAhRFUdTAI4gI1M1BxMLCQh6P5+PjQwgBE0FEQkhJyaVz53JYlgUAV9fhc+c+2K7u2ZqW0ac3wF3h7yQoadH1GcHk4sKCXaWSxBRvuO8QwihmrZo/MwEACWGAoiiKGmAEEYG6aYhYVFTEMMzYsWMJIXDHEJFl2TNnzl6+fAWuExw808vLU3m55kDmBbgrXG25BhavdhvB1OLCgl2lksQUb7hPBY5d8JTifQFPRAgBiqIoaiARRATqViBiSUkJIo4bN44QAncAEbVabXp6RnNzC/yPxx5bIhaLv8/IyS+rhYFnxSUedrzi5j4wtbiwYFepJDHFG+5fw6TeCZHbHYaMIIQARVEUNWAIIgJ1ixDx0qVLBoNhwoQJhBC4XW1tbf/5z4menh74M9bW4vAljxiN7JYDJ9rVPTDwCACC6cWFBbtKJYkp3nBfsxbZJ0bt8Bg+ESiKoqgBQxARqNtSWlqq1Wr9/PwIIXDrampqMzN/MxgMcGNjxvhMnz61vqXj88O/GVmEwSkuLNhVKklM8Yb7HY8rXKp4f/L4hYhICAGKoijK1AgiAnW7Ll++rNFo/Pz8GIaBm4OIhJCysitZWb8jIvyd+fMfcnFxPpWvOn6uGAanuLBgV6kkMcUbLMMjD66Wz3wWkSWEAYqiKMqkCCICdQeuXLnS1dXl7+/PMAz8HUQkhBQWFp0/fwFuDsMw0dGP8Xi83T/9Xl7fDINQXFiwq1SSmOINFmPu9Lglc98EQEIYoCiKokyHICJQd6a8vLy9vT0gIIBhGLgxRCSEXLiQW1BQCLdCKpWGhs7v0eq2HDih0fbBYBMXFuwqlSSmeIMlmTHx0ScXvgeAhDBAURRFmQhBRKDuWGVlZUtLS0BAAIfDgT+DiISQ7OzzxcUlcOumTJk0YcL40uqre46dhcEmLizYVSpJTPEGCzPN95GlivfJfzFAURRFmQJBRKBMobq6urGxMTAwkMPhwB8hIgCcOXO2tPQy3K7w8EUSieTo7wVni8phUIkLC3aVShJTvMHyTB4f9sziD4EQhjBAURRF3TGCiECZSE1NTUNDQ2BgIJfLhWsQEQDOnMkuLVXBHeDz+ZFRjxIg2w6dbGjthMEjLizYVSpJTPEGixQ4dkFc+CfkvxigKIqi7gxBRKBMp66urra2NjAwkMfjAQAiAsDvv59VqS7DHXN3Hzlr1gOtnd2f/ZCpNxhhkIgLC3aVShJTvMFSTRmvWLb4QyDAEAYoiqKoO0AQESiTamhoqKqqmjRpEpfLJYRkZ58vLi4BE5k9O8TdfeSFS1UHT+XBIBEXFuwqlSSmeIMFmxkQ+cTDKQBICAMURVme1g716QslYGqB4z1dnYeCJSGICJSpXb16taKiYtKkScXFl/LylGBSUVGPWllZffvrucKKehgM4sKCXaWSxBRvsGzyGc8+Mmc1IhJCgKIoC5OtVCnik8HUUpMSwuUysCQEEYEaAI2NjcXFxdXVtSyLYFISiWTx4rA+g3HrgYyO7h4we3Fhwa5SSWKKN1i86AVJIZOfAIqiLE+2UqWITwZTS01KCJfLwJIQRARqAFRX15w+/buNjbi1tYNlWTApX9/xkyYF1jS17fjxFCKYubiwYFepJDHFGyweIcyzj/6fv89coO4uRCwvLy8tLQ0JCRGLxQCAiF1dXUKhUCAQwHXYftCPy+UCRZlItlKliE8GU0tNSgiXy8CSEEQEyqQQsaWl9eefjxmNRoGAb2tr3drawbIsmNTChQukUmlmXml6TgmYt7iwYFepJDHFGygAHle46qm9HsMnAnUXpaWlGY3G9vZ2tVq9YsUKHo+3e/due3v71tbWwMDAadOmwTUHDx4sLy/n8XgA8Oyzz/J4PKAoU8hWqhTxyfBHQZPGzpnhv+Wro60daujnLLXr6u7p6dXBHzEMcRo6pLG1g2URrpOalBAul4ElIYgIlOkgYk9P7+HDR7RaLfTj83kSiW1bW7vRyILpcLncqKhHOVzuriNZlVdbwYzFhQW7SiWJKd5A9bMW2b++7ICDnRshBKi7YsOGDa+++mpmZqaLi4uTk1N5eblGo5k1a5Zer//www9ff/11uCY1NfXpp5+2srICijKpbKVKEZ8M19n05jM8HsdtmNRp6JCw+GSdTr/3o1eq65vdXR2/++n0l2kn4JqAcaPefe0pVUXdaPdhUSs/6FT3wDWpSQnhchlYEoKIQJkIIhqNxp9/Pt7S0gLX4fN5EoltW1uH0WgE03FxcX5IPq+7R7vlwIlenR7MVVxYsKtUkpjiDdQ1Unv3NXGH+XwRQxigBt6uXbvc3d37+vrkcjlcp7W1dc+ePStXroR+LMtu2LBhwoQJGo1m2rRpHh4e8Hf0ej1Q1E04V3A5/Ln34Dq5hz+a8sgrLz2tKLxcdelKXdCksUPtbD758oiAzzvz/fuBipfhmqM73o7/x2e1V1sjFsyoqms+X3AZrvl07fJH5k2H+wvDMBwOB26AICJQpoCIhJCMjJOVlVXwP3g83pAhtm1tHUajEUxHJps+Zox3SWXD3v9kg7mKCwt2lUoSU7yBuo7v6AcTHttG/osBaoDpdLrz589nZGS4uLjExMRYWVkBgFqt3r17d2hoqKenJ/TTaDRHjhyZPXu2wWD4+uuvY2Nj7e3t4S9dvXoVKOom5BVXPP1mKlxn38evnVWWWgn576Z+D9dxd3XcvWHlrJg10E8k5B/e/o8N29JmTfdN/z3/xJkCuM67q6JDQwLg/iISiWxtbeEGCCICZSLFxSXZ2efhBng87pAhkvb2DoPBCKYTERFuY2N9OEt5vqQSzFJcWLCrVJKY4g3UH8lnPvvIg6uBGnharZbP52dkZBgMBqFQGBIS0tTUtG/fvtDQUC8vL/gzBw8e9PDw8Pf3B4oyhWylShGfDNcRWQmeXDz7pWVhRZdrYt/4pFPdAwBSe8m+j1/95+a9py+UQD8Xqd3p7zZs3n04K6fk3dee+tfHe8/klcI1qUkJ4XIZWBKCiECZQlNT808//YKIcGNcLtfOTtLe3mEwGMFERCKriIglCJialtnUoYZ7h8fhiEUCGyuh2EpgbcXncjg8LsdKwPPzHGEjEvznzHYja9D2adTdLVq9Rt3d0tnd3KG+qjfowIKtiPgscOx8oAaSXq/fvHnzypUrT506xefzEdHf3/+LL76Ijo52dnaG69TV1Z04ceLJJ58EgG3btoWFhQ0bNgwoyhSylSpFfDJcx1ok7NHqXl62SMDndXX3bPnq6Gh3l+3Jif/8+JtT54vgGomN6OyBD8Y+lAgAS+bPGOvpmrz1O7gmNSkhXC4DS0IQEag7g4g6ne7QoSM9PT3wd7hcrp2dpL2902AwgIl4eXkGBc1o7lCn/pBpMLJwV/B5XGd7WxeHIS72kiE2Ioch1rYiISEE/gwiEkLgz3R2Nze3VTa3V11tLa+qL6iqv9irU4PFEAklb8YdchgyghAC1IDJzMwsKSnRarVWVlZLly49fvx4fn6+tbU19HvppZcKCwuLi4sjIyPT0tK6urqMRqO7u/vcuXOBokwkW6lSxCfDNQI+79S+d0Oi33ruiVBNr5YhzA/Hz3z76eoVa7ZeulILf3T6uw2RL75fe7X1ldjFHV3dO/f/CtekJiWEy2VgSQgiAnUHEBEAjh//tb6+AW4Ol8uxsxvS0dGp1xvARObNm+PqOvxcccWPp/NhwEjEVqOGSUe6DHV3HmpvKyaEQD9EBABCCNwWRCSEQD9EbGytqKzPv1KTU1JxuqW9Gu53bi6+ry/7nmE4hDBADRitVpuRkbFgwQL4O1qtlsPh8Hg8oCjTyVaqFPHJcJ0Xly6UBwfYWIs6uzQxqz58KyHikYdkzW2d0O+B6DfDHpy6IGTSs29/Ns3fe/3LMVX1zXa24idf+ahX1wfXpCYlhMtlYEkIIgJ1Z/LzC3JzlXArOByOvf2Qjo4uvV4PpsAwTFTUowKB4OvjZy9VXQXTYQhxcx7qM8LJZ6SzdIgN9ENEQggMDEQEAEIIADS3Vxdf+a3g8glV5Rm9QQf3qbnTYyPmrQFqgLEsyzAMUNS9kK1UKeKT4Y+sRcJVsYuSPv0WbsLQITatHWr4o9SkhHC5DCwJQUSgbhcitrS0Hj36MyLCLeJwOPb2Qzo7u/r69GAKdnZ2CsVCnV6/5cCJLo0W7gwhMMLR3t9rxIRRw0RCAQAgIiEE7i5EJIQAgK6vp7As80z+gaIrJxFZuL8QIKue+mb0yKlAUdR9KlupUsQnw/9gGMKyCLcrNSkhXC4DS0IQEajbgohGo/HgwR/VajXcFg6Hsbe36+zs6uvTgykEBEz09/etvNq662gWItweG5Ew0Gfk5DEjh1iLAAARCSFwryEiIQQA1JrW7IuHsvK+udpyBe4jdrYub6/4yUpoQwgDFEXdd7KVKkV8MphaalJCuFwGloQgIlC368yZ7EuXSuEOMAwzdOiQrq5una4PTGHx4jA7O7tfzxefVKrgFo1wtA/y8xoz0plhGEQkhID5QWQJYRDxUsXpzJyv8kv/A/eLyeMWxi35BCiKuh9lK1WK+GQwtdSkhHC5DCwJQUSgbh0iNjc3//TTMUSEO8MwzNChQ7q6unW6PrhjPB43KuoxhuHs+PFUTVMb3BwfN+cH/Ee7OQ9FRAAghIDZQ0RCSENz2X/Ofp5dcNDI6mHwi1vy6eRxDwNFUfedbKVKEZ8MppaalBAul4ElIYgI1C1CRJZlDx483NWlBlNgGMbefkh3t0ar1cEdGzHCdc6c2Z2a3q0HMrR9evhL3iOc5k4Z6zJ0CCISQmCwQWQJYZrbqn7O2nom/wACwmBmK3b4V8J/hEIbhjBAUdR9JFupUsQng6mlJiWEy2VgSQgiAnXrzp3LKSoqBtNhGGJvb9fe3mk0GuGOPfBAkKfnqItXar87kQM34OZkP3/ahBFO9ohICIHBDJElhKlvUqWlbygsy4DBbIZ/xFOK94GiqPtLtlKliE8GU0tNSgiXy8CSEEQE6lYgYnt7++HDRxERzFhkZIRIJPrhZG6uqhr+SGJttWDahPGjhiMiIQTuF4gsIUxR2clvj61raquEQWvVU9+MdptKCAGKou4X2UqVIj4ZTC01KSFcLgNLQhARqFuBiEeP/tzc3ALmzdraesmSxUYWP0vLaOnshn4chkwdN2relLE8LhfuU/hfbOb5fx/49T0jq4dByGnoqH/G/8IwHEIIUBR1X8hWqhTxyWBqqUkJ4XIZWBKCiEDdisuXy7KyfofBYNy4MVOnTrna1rXtYKaRRWd72yWzJjkPlSAiIQTuX4hICGlsLf/qxzfKanJgEFoy9615sjigKOp+ka1UKeKTwdRSkxLC5TKwJAQRgbo5iGg0Gr///ofe3l4YJEJD5U5OTmcKr/To+mZN9GEY8v+BZUBkAcivZ3cezvxQb9DCoGIlsFmbcNzWWsoQBiiKGvyylSpFfDKYWmpSQrhcBpaEICJQNy0n58LFi0UweDAMEx0dyefzAAARCSFgSRCREFLffHnb/oTG1nIYVKZOUDzzyGagKOq+kK1UKeKTwdRSkxLC5TKwJAQRgboJiEgIKSu7kpOT29vbC4PEsGHDZs0K5vP5hBCwVIioN+j2HHnjXOFhGFTejD3k5jKBEAIURQ1y2UqVIj4ZTC01KSFcLgNLQhARqJuj6+sT8PlGo7GwsKigoNBgMIB5Gzdu7NSpkwGAEAKWjUWWIcyvZ3ce+PVdRBYGiQles5+P3gkURQ1+2UqVIj4ZTC01KSFcLgNLQhARqL+DiFVV1WuT1ocvXhS6YD6Px9NqtXl5ytLSy4gI5odhmODgmaNGeSAiIQQoAEQkhBRf+W1H2os92i4YJF56Yo+Pu4wQAhRFDWbZSpUiPhlMLTUpIVwuA0tCEBGom7Dpo835BRcBgMvlxj2zbNrUqRwO09nZmZOTW11dA+aEz+fPmzfH0VEK1J+52lL+6TdPt3bUwmDg5uL7VtwhoChqkMtWqhTxyWBqqUkJ4XIZWBKCiED9JUQsr6hYt/4duI6tre0LiQneo0cTQq5ebczJudDc3AJmQCwWy+VzJRIJUDeAiJ3dTR/veaqh5TIMBgmPbffznkMIAYqiBq1spUoRnwymlpqUEC6XgSUhiAjU33l/46bComL4HyNGuD7/XIKzkxMAVFRU5uYq1Wo13DvW1uLQ0PlisRiov4SIvTr1p3ufrqhTgtlzc57wZtwhQghQFDVoZStVivhkMLXUpIRwuQwsCUFEoG4MES+XXUlOeRdubKK/3/LYZ2xsbFiWLS4uKSgo1Ol0cNcNGSKZP/8hoVBICAHq7yCyeoNu67640sozYPaej/5ivGcIIQQoihqcspUqRXwymFpqUkK4XAaWhCDhZVFIAAAgAElEQVQiUH9p00eb8wsuwt95aN7cR5csEQj4fX19SmXBpUuXjEYW7hZbW5vQ0PlCoZAQAtTNQWT79NqPvoqprM8H8+YxPOD1Zw4ARVGDVrZSpYhPBlNLTUoIl8vAkhBEBOoGELGpqem1N96Cm8MwzBOPR8+eFcLhcDQazfnzFyoqKmHg2djYLFy4QCAQEEKAuhWIbK+ue+PuyPrmUjBvq57cO3rkNEIIUBQ1CGUrVYr4ZDC11KSEcLkMLAlBRKBu7Mt/70nPyIBbIRKJnl0e5+fnyzBMa2vbuXPnr15thAEjEolCQ+XW1taEEKBuHSJ297a//8WS5vYqMGN+3nOfi9wOFEUNTtlKlSI+GUwtNSkhXC4DS0IQEag/g4gajWblqlf1ej3cOicnp8SE+JFuboSQmpra8+cvdHZ2gqlxOJzQ0PkODkOBugOI2NJevWHXku6eNjBXBEhS4gkHuxGEMEBR1GCTrVQp4pPB1FKTEsLlMrAkBBGBuoHDR45+fyAN7sDYsWPi42Lt7OwQ8fLlsry8/N7eXjCdBx+cNXKkG1CmUFZ9/qOvnjCyejBXs6Y8FTX/X0BR1CCUrVQp4pPB1FKTEsLlMrAkBBHh1nV1ddXV1QEAn893d3fncDg6na69vd3Z2RlMhGVZhmHgz3R3d2u1WgcHBxhILIurXlvd1tYGd+yB4KCY6CgrKyu93lBYWFRYWGQwGOCOTZzoHxDgD5TpnM777qsjb4C5EvKtP3jlHJcjIIQAdSsQsby8vLS0NCQkRCwWAwAidnV1CYVCgUAAf6TRaLhcrkAgAIoynWylShGfDKaWmpQQLpeBJSGICLcuNzf35MmTY8eO1Wg0KpXqueeeY1n20qVLMpkMTCE9PX3kyJFeXl7wZ4qKiqqqqkJDQ2HAIGJennLzp1vAdB6LWDJf/hCXy+3t7c3NVV6+XIaIcLvc3EY8+OAsACCEAGUKiEgI2ffLvzLP/xvM1RMPpwQFRsHN6e7urqmpgX4cDsfb2xuuo9VqOzo6hgwZ0tHR4ezsDP0qKiq0Wi0A8Pl8Nzc3Ho8HdxfLsgzDgKmlpaUZjcb29na1Wr1ixQoej7d79257e/vW1tbAwMBp06bBNRkZGeXl5QaDwdfXd8aMGUBRJpKtVCnik8HUUpMSwuUysCQEEeHW5ebm1tfXL1y4EACKi4svXLiwaNGi8vJyLy+vY8eO6fX6Bx54YNiwYVevXs3IyBAKhQ899JCVldWpU6dqamrGjx8fEBBQVlZmZWU1fPjwwsJCFxeXsrIyoVBYWFgYEBAwatSozZs3S6XS2NjY0tLSnJwcFxeXkJAQDoeTn59fWFhoY2PD5XJDQ0NhIG36aHN+wUUwKS6XuyI2durUyQzDdHR0nD9/oba2Dm6djY31okVhXC6XEAKU6SCyLGvc+GVkRZ0SzNII5/Frlv8IN6eoqOinn37y9fUFAB6PN2fOHLhOTU1NVlZWUFBQVlZWdHQ09Fu/fv3MmTMZhuns7Lx06dKrr77K4XDgbqmsrCwtLZXL5WBqGzZsePXVVzMzM11cXJycnMrLyzUazaxZs/R6/Ycffvj6669DP41Gs3PnzhdeeAERt27dunz5cqFQCBRlCtlKlSI+GUwtNSkhXC4DS0IQEW5dbm5ufX39woULAUCv17///vvLli3LyMgQCoWenp6urq6nT59etGjRu+++u3z58tra2rq6Omtra7VaPXfu3D179gQHB9fW1trZ2QUGBqalpfn5+aWnp48ePTogIODjjz9eu3btd999N378eEdHx3379sXFxeXk5Gi12vHjx//4449Lly7dv3+/g4NDaGgoDAxEbGtvX/XqakSEATBkyJDnn3t2tJcXIaSh4eq5czltbW1w0xiGefjhBUOH2hNCgDI1RLa1oy7584VanRrM0puxh9xcxhPCwN8pKioqKSmJiIiAfp2dnZWVlf7+/o2NjR0dHSKRKCsrKygoKCsrKzo6GvqtX79+zZo1DMMAwObNm6Ojox0dHc+cOVNeXu7r6+vv75+dnc0wjEqlCgoKGjlypFqtTk9P7+7uDgwM9PHxOXXq1KxZswDgt99+EwgEfD7/0qVLQUFBRUVFarU6LCxMIBCcOXOmvLzc19fX39//ypUrarW6pKRk2LBhISEhe/furaurW7p0aX5+fmNjo7+/v6+vL5jCrl273N3d+/r65HI5XKe1tXXPnj0rV66EfiqVqqCgICIiAgC+/fbbqVOnenh4AEWZQrZSpYhPBlNLTUoIl8vAkhBEhFuXm5tbX1+/cOFCAOjs7Ny2bdsTTzyRkZExc+bMr7/+2sHBYfbs2Y6Ojt99992KFSug3/bt2yMiIuzt7QsLC8vLy8VisZ2dXWBgYFpamp+fX3p6+mOPPWZnZ7dx48ZVq1YdPHjQz8+vqanp5MmTLi4uBoMBEceMGcPhcGbMmFFaWnrlypXQ0FAYMD8fO/7Nvm9hII3ycI9fsdzZyQkAKioqc3JyNRoN3IQpUyZNmDAeqIGUW/zz9gOJYJaCAx+PeTgZbkJRUVFaWpqXlxcA+Pn52draZmVlRUdHFxUVVVVV+fr6ZmVlBQUFZWVlRUdHQ7/169f7+/sDQEtLS29vb0JCQnZ2dmNj4/z587/55ptZs2YdP37cx8dn6tSpqampL7zwwtGjR6dMmWJnZ7dx48a1a9d++umnTz75JCIeOHDAaDR6eXmNGjXqk08+Wb16dV5enlgs5vP5jY2N8+fP/+abb2bNmlVVVXX58uWoqKjdu3cvXry4tbW1srJy1KhRpaWlCxcuPHTo0KOPPsrhcOCO6XS68+fPZ2RkuLi4xMTEWFlZAYBard69e3doaKinpyf0KywsrKioCAsLA4C0tLRx48aNGTMG/lJbWxtQ1E24UFT+xKufgKl9sPrJhbMnwf1FKBSKRCK4AYKIcOtyc3Pr6+sXLlwIAMePH9fr9QEBARkZGf7+/h4eHmq1OjU19c033/zss89WrVql0+mysrIaGxunT58+atSo3377Ta/XE0LEYvG0adN2794dFBSUnp4eHR1ta2u7adOml19++eDBg35+fhqNpqqqSqFQqNXqmpoag8FQW1sbGhp67ty5lpaW0NBQGDBr3l5bU1sLA2/qlClLn4yxsbExGo0lJZfy8wv6+vRwY46OjqGhcgAghAA1MBCRELLt++fySn4B8yMSSj5YdY7D4cHfKSoqOn/+/Pz58wHA2tq6vb09KysrOjq6sLCwurra19c3KysrKCgoKysrOjoa+q1fvz46OlqtVh87diwxMdHGxmbXrl29vb0ikaijo8Pf31+lUi1dulQoFO7fv3/KlCkCgSArK0uj0RQWFm7cuDEnJ6etrQ0Rhw8ffvr06ccee8zOzi4lJeWtt94qKCior69vaGjo7e0ViUQdHR3+/v6EECsrq2nTph0+fHj06NEsy1ZVVT3wwAM7duxAxClTpgQFBYEpaLVaPp+fkZFhMBiEQmFISEhTU9O+fftCQ0O9vLzgmsuXLxcUFCxZsgQA9u3bN336dHd3d/hLGo0GKOomnL9YFrlyE5jaR2uWLZozFe4vXC5XIBDADRBEhFuXm5t74MABBwcHvV4vlUqfeOKJ5ubmjIyM8ePH//rrry4uLoSQxx9//OjRow0NDb29vQ8++KCjo+OePXscHR07OjpiY2Pb29t37tw5fPjw5ubm8PDw9PT06OhoW1vbTZs2vfzyy2fPnj116tTKlSu//PJLKyurpqYmhULh6em5Y8cOsVjc0tLi7e0dGhoKAwARK6uq1q5bD3dR2MKHF4Ut5PP5Wq2uoOBiSckllmXhf3A4nMWLw2xsbAghQA0klmW7e9v+uXWOVqcG8/Nc5Oe+ox8khMBfKioqKikpiYiIgH51dXXp6elPPfXUmTNn2tvbfX19s7KygoKCsrKyoqOjod/69evXrFnDMEx+fn56evqqVav279/v5+fn4+NTXV3N4/EOHz68ePFiJyenbdu2RUZGbtmyJT4+3sHBYc2aNe+8847BYNiyZQuXy01MTPz888+jo6NtbW3fe++9N9544+LFi3V1dWq12s/Pz8fHp7q6msfjlZaWWltbT548+ciRI56enizLVlZWBgQEsCxra2u7e/fuRYsWjRw5Eu6MXq/fvHnzypUrT506xefzEdHf3/+LL76Ijo52dnaG62g0mp07dz7//POIuGXLlmeffVYgEABFmUK2UqWITwZTS01KCJfLwJIQRAST0uv1RqNRKBRCv76+PoZhuFwu9NNoNGKxGPoZ+/H5fPgzRqORw+EAQG9vL5/P53A40K+3t9fKygoG0jfffvfzL8fg7mIY5pmlS2fOlHE4nK4udW5uXkVFJfzR1KlTxo8fC9Tdcjrvu6+OvAHmZ+qERc888hH8naKiopKSkoiICOhnNBo3btwolUp1Ot3IkSN9fX2zsrKCgoKysrKio6Oh3/r169esWcMwDADs2LFj3LhxY8aM2b17t6OjY2Nj4/Lly7/55huj0WjVLyoqaufOnVwulxBSUVHx8ssv29ra7t27VyAQLFmyZNu2bdHR0ba2tu+9994bb7xx8eLFurq6qVOn7t6929HRsbGxcfny5bm5udbW1pMnTz5y5Iinp6ednd22bdsUCsWxY8fc3Nza2tri4uKEQiHcsczMzJKSEq1Wa2VltXTp0uPHj+fn51tbW0O/l156qbCwsLi4OCoq6vTp04WFhYjo5+c3Y8YMoCgTyVaqFPHJYGqpSQnhchlYEoKIQF0HEV965bX29na4F0QiUWLCsxPGjyOENDU15+RcaGxsgn729vYKxcMAQAgBauAhIgB89FWMquosmBkBX7zplQscDo8QArdIq9UKhUK4RRqNRiQSEUK2bdsWFRXF5/OtrKygn0ajEYvFcM3XX3/94IMPuri4wI1pNBqRSEQIgf9hNBo5HA7LslqtViQSgelotdqMjIwFCxbA3+nr60NEgUAAFGU62UqVIj4ZTC01KSFcLgNLQhARqGtYlq2qrl67bj3cU05OTi8+/5zr8OGEkKqq6gsXcjs7uxYuXODg4EAIAepuQcT6ZlXy9ocRWTAz8Y+mTvR5iBCiVqv7+vrgGpFIZGVlBQPmyJEjs2fPFovF8Gf2798vFotDQ0PBLLEsyzAMUNS9kK1UKeKTwdRSkxLC5TKwJAQRwdTKy8t1Oh0ASCSSYcOGwa1oamqqra0NDAy8cuUKy7KjR4+Gu+tA2g+HfjwCZmD82LErlsfZ2Q1hWbahoWH48OFA3Qv7fl6bmfMVmJlJ4x5etugjlUrV2dlpa2sL1zg5OTk4OABFUWYmW6lSxCeDqaUmJYTLZWBJCCKCqa1bt27atGkAUFVVJZFIoqKi4KatW7du4cKFw4cP//LLL5csWeLl5QV319v/WldVVQ1mY/askKjIx6yEQkQkhAB1d7HI9vR2/uPTEG1fN5gTV4fAkAkrXV1d3d3dCSEw8PR6fWtrq7OzMwC0t7e3traOHDmSx+P19fUVFhZ6e3tbW1sbDIba2lp3d3egKOqPspUqRXwymFpqUkK4XAaWhCAimNq6devWrl0LACzLvv322++8805eXl5RUZGtre28efMqKiqGDBkybNiw+vr6np4ea2vrzMxMgUAwd+7c4uLitLS0JUuWlJaW1tXVRUZGenh4wN2CiG1t7S+/+hqYGUXYwojwR4C6dw5nfvTTqU/BPHA5Qt8RETZWzn5+E8ePlhFC4K7Yt2+f0WiMiYmprKw8dOhQQECAUql84YUXvvvuuzFjxpw7d2758uUZGRkeHh7u7u5AUdQfZStVivhkMLXUpIRwuQwsCUFEMLV169ZFRESwLFteXt7Y2Pjoo48eO3ZsyZIlv/32G8uynp6eZ86ciYmJ2bNnz6xZs77++uu4uLiurq5Dhw4999xzH3744apVq8rKyi5evLhkyRIulwu3pampSafTwTV8Pl8sFotEIoZh4MbST2R8+dUeMCd8Pn/zpg/EYjEhBKh7ARH1Bt1bnwR197TBveYkGe/r9mhF08krjZkPyZaHz30D7oqioqJz587x+fyYmJjq6mqRSOTg4LBly5ann37622+/jY2N3b59+9NPP71///6YmBigKOp/ZCtVivhkMLXUpIRwuQwsCUFEMLV169bNmDGDEGJvb+/v788wzKlTpyorK9vb2z09PRcuXLhhw4YXX3xx+/btkZGRx44dW7p0KQC89957r7322qZNm1avXl1WVlZQUBAeHg63q6mpSafTwTU6nU6j0fT09CCiUCgUX4fP58M1H27+WJlfAOZk4cOhj0UsAepeO/779rT09+De4XFEvm4RYsHQ3IqvNLoWAHB1GvuPFUdh4HV3d+/duzc0NPTkyZMxMTEAoNPptm/fzuVyExIS8vPz8/LyRowYYTQax48f7+joyOPxgKKoP8pWqhTxyWBqqUkJ4XIZWBKCiGBq69atW7t2LVyTk5NTVlYWERFx7ty5lpYWhULxyy+/NDc3u7m5BQQE7N69+8UXX2RZdv369WvXrn3//fdXr15dVlZWUFAQHh4OpoaIWq1Wo9H09PR0d3drNBq9Xs8wjLW1tZWV1Z693zQ1t3R3dyMimAEul/vJR5tEIjHDEKDuHURW19f75sczenVquBech/hNGBF+pTGjoukkXEOAvPfSGVtrB0IYGEjbt2+fNGkSIubk5Dz++OO2trYAwLLsV199NXHiRH9/fwDo7e09ePDgqFGjSktLBQJBZGQkUBR1nWylShGfDKaWmpQQLpeBJSGICKa2bt26tWvXwjXV1dV79uwZNWpUT0+PQCCIiYnp7Ox8++233333XbFYfPjw4aampt7e3mnTpk2dOvX9999fvXp1WVlZQUFBeHg43BUGg0Gj0ZSXl6dnZNra2FhbixnCdGs0XWp113+pu9Tqvr4+uOuCg2Yuj30GKPPw/X/e+fXsTri7+Fyx38jHBFybvIo9PX1t8EdPL9o03e8RGGC//vqrVqvt6uqqrKyMjo5uaGgYPnz4yJEj09PTBQJBUFAQABw9enTy5MmHDx+OjY3dtWtXbGwsUBR1nWylShGfDKaWmpQQLpeBJSGICANPr9ezLCsQCKBfW1vbDz/8EBsbC/36+voAgM/nwz116PCPB344CNeIxSJbG1tbWxuJra2NjY1AwNfr9V1d6q7/T63u7FJrNBpEhIGUkpw0fNgwQghQ9xoi29HV+NYnQQgId8swu4DxIxarGo5XNZ+GPzPDP+IpxftwV9TX12dkZMTExDQ2Nn799ddOTk4dHR3Lly/n8/nd3d1Hjx6NjIxMT0/X6/UNDQ3Lli0DiqKuk61UKeKTwdRSkxLC5TKwJAQR4e6qq6vbv39/TEyMVCoFc7Lhg01FxcVwYzwez8bGWmJjayuxtbWxsRaLgUB3t6ZLre76L3WXWq3X68FERo/2evutN4EyJ1v3xV68nAEDj8+1nugezWH4eRVfa/UdcAMOdm7Jz2fCXYeIWq3WysoK+nV3dxNCxGIxANTV1Tk6OvJ4PKAo6jrZSpUiPhlMLTUpIVwuA0tCEBEoAJZlE55/sbe3F24FIUQsFtna2Nj+fzY2trY2iJCekQmmEL88doZMRggByjwgYmFZxtZ9cTDAXO0nj3UNK63/ubrlLPydDS+dldg4AkVR5i1bqVLEJ4OppSYlhMtlYEkIIsIAY1m2rq4O+hFCXF1d29vbq6qqfH19ORxOW1sbANjb28O9g4h19fVv/eOfYDbEYvGnmz/kcDiEEKDMBiL71ifB7V0NMDAEPNsA98cBQFn5jVbfCTch/tHUiT4PEUKAoigzlq1UKeKTwdRSkxLC5TKwJAQRYYDpdLqDBw8CQHd3d01Nzb/+9a9t27ZNnjy5trZ20aJFe/fujYiI4PP5cE+d/O3Uzl27wWw8EBwU98wyoMxP2q/vHT+zHQbAiKHTxgwPLak9Utt2Hm7aQzPiw+e8DhRFmbdspUoRnwymlpqUEC6XgSUhiAh3y2effbZo0aLhw4fv2LFj2bJlu3fvnjt37pUrVx588EG413Z8seu3U1lgNt58/bUxPj6EEKDMCYtsc1vl2s/mgkkJeUMCPGKMrD6/8hudQQ23YuyooJUx/waKosxbtlKliE8GU0tNSgiXy8CSEESEu0KlUp09e/app54CgJ9++qmpqUkmk507dy4qKgoAeDwe3FNr162vqKwE82Bra/vp5g8JIUCZpfXbQuuaLoGJjJTO8HaRF9Ucqm/PhVsnthqy6dVcoCjKvGUrVYr4ZDC11KSEcLkMLAlBRLgrdu7cOW/ePDc3N7imrKysoZ9er3d3d585cybcIwaDIT4hUW8wgHmYM3v20qeeAMpcHcrY9HPWVrhjIr79RI+YPoOmoOrbPoMGbtf65zMdhowghABFUeYqW6lSxCeDqaUmJYTLZWBJCCLCwDMaje++++4//vEPuM7u3buffPLJnTt3rlixYufOnbGxsXAvIGJdXf1bb/8TzMYrL7/k5zuBEAKU+UFkq68WvbtjEdwxO7G7kCdp6MiHO/Nc5Oe+ox8khABFUeYqW6lSxCeDqaUmJYTLZWBJCCLCwLt69erhw4dXrFgB1xQXF6vV6mnTpv373/92cXExGAwLFiyAewERcy7kfrr1MzAPAoFg6ycf8/k8oMwVIq7+aKpa0wrm4ZEHV8tnPgsURZmxbKVKEZ8MppaalBAul4ElIYgI90Jzc/PQoUMZhtHr9U1NTcOHD4d7Z/+BtB+PHAXz4Oc74dVVLwNl3nYceDGn+AiYh+l+4U8v2ggURZmxbKVKEZ8MppaalBAul4ElIYgIFm9r6v9lnzsP5iHy0YiHQxcAZd5O53331ZE3wDy4D/N/I/YHoCjKjGUrVYr4ZDC11KSEcLkMLAlBRLB4//jnv6prasA8vL3mLS/PUYQQoMwVIra0V7+9dTaYByHfevPrBUBRlBnLVqoU8clgaqlJCeFyGVgSgohg8V5Y+XJnVxeYAT6fv+2zLRwOByiz99YnQW2d9WAePnglx0ZkDxRFmatspUoRnwymlpqUEC6XgSUhiAiWTafrW/5sApiH0V5eb695E6jB4P++e1ZZehzMw1txh0c4jyOEAcpcVdQ0dnX3gEkJhXwfj+FADQbZSpUiPhlMLTUpIVwuA0tCEBEsGCI2NFx9Y80/wDw8NG/uE49HAzUY/HRqy+HMD8E8PPvo//n7zCOEAGWuYl7e9Ovv+WBSYzxdT+5NAWowyFaqFPHJYGqpSQnhchlYEoKIYMEQsai4+P2NH4J5WB77THDQTKDMHiIWXTm55ZtnwDxEzFszd3osUGYs5uVNv/6eDyY1xtP15N4UoAaDbKVKEZ8MppaalBAul4ElIYgIlu1U1unPd34B5mHd2rfdR44khABlIp3dPRUNrRJrKw8XBzAdRGzpqHl7yywwD/NnJix+8DWgbgD/H3vwAp90vfgN/PP9MdjdG15QycvBCsssnaVUOs2KvLEkO2Zk026IaYrlyux2CLCVNFsFqyzHVNKZJIU1izbJpNAoMC+JNc2mjnTe5u4b3+f5+zz7v/RldjpnX89h8Xu/KS0vL9+7d29mZmZqaipaVVdXp6en4xzRs3BWQkIC2NHoLR5fCEzJZVKvwwxee+APhlVaI1izGXRqpQLxhFBKEd82fPSx88MNiA1v295MSkrCpVRT37Cz/NDRE9UTb7oWv6e+sUmYIBBwHC6uJRptam5JFCYQQhDDjlSdesf1Zce05BPVtTdeI7v9hqvBDqV0fu41DU21iAHDrp70kPo18C7C6XS2tLScOHGiurr6kUceSU9PBxAIBHbu3JmdnY1zbNiwoby8XCgUApg1a5ZQKAQjGr3F4wuBKblM6nWYwWsP/MGwSmsEazaDTq1UIJ4QSini28rVjs89XyAGdBWLX136Mi6ZxqZm15bgDz9XUIAQXDvgMtXN1wkTBGgVjdJPvt7h373/YdWoPj264CJq6xtXf/bNkWOnnpkxkeMIzld+6OiKT7amJic+dd84XGDVpm/2HqxUDr/65sGXb/3hp5Jvdsr7SjS3jzh87KTtw81JIuHT948HYLJvbGhqnnVnZu9undEGvh9+3n3g8IMTb/7oq+CByqp5d98Kpl58a9yh3/YiBlzZT6Gfvhq8i8jNzX3iiSc2b97cs2fPHj16iMXi9evXHz16NDk5OTs7G+ew2WwzZsxITk4Gaxq9xeMLgSm5TOp1mMFrD/zBsEprBGs2g06tVCCeEEop4tvby9/9aqsPMeDKK65YvOhJXDKuLcFvfzxw3eWX/XzoKCE4XVM/esiVY4cNxFlHT1Rv2PL9wchxjpBnZkwUJgjwe8K/Rlxbgqdr6vr06PKwahQu8GUw/Pn23Vf2kdynHIELvLrms5q6hul3KPr17Lr2i+07yw/dOmxg5pArt+3e//HW0N96dZs54aaqU2eszjKO4568b1yCgEOb1dY3vrG+dEDv7urRQ8GUde0jO8IexABpj4HPPLIRvItYsWJFv379GhsblUolzjpw4EBSUtKmTZuys7PRKhqN5ubmDho0qKamZvjw4f379wc7Gr3F4wuBKblM6nWYwWsP/MGwSmsEazaDTq1UIJ4QSiniXnNzc21tXU1tTe3/qKs9q6a2tqampvb/q6s9R1NzMy6BGxUjZj3yMC4NSumLhe7OaSmz7xpjLHRrszI/3767Z9dOtw4bWFPX8Pn23d+HD0YpBdBT3HG2egwucPjYyU3+XeWHj+IsxSDZeMU1uIDjc/+eA0duHTbw5msvP1PbkJ6axBGC32NZ89nJ6trscTcOkHZ3er/7Pnxw1HVX3Hb9Vfg9Z2rro5R2SE3GRZyuqUsQCFKSRDhfbX1j4Sdb6xqatFmj0lKSwJTjk2e/DKxGDJB0lb2g+xy8i2hoaNi+fXtZWVnPnj01Gk1ycjKASCRSUlKSnZ2NVjU1NW63e8yYMc3NzatXr37wwZssPrIAACAASURBVAe7dOmCP1RRUYE/Z57J/tV3e3G+5ETR1IkjW1qiazduaWxqxlnCBEFqStLJ0zU4X1KisENaym9Vp9BqQJ8ea/PmgdcefL/nwEPPvA3WjPP/Pm7kdfhrSU1N7dy5My6CUEoR3yLHThJCkhKFImGCQMAJuP+BP9TU1FRbW1tT+7/qautqa2vras6cqa2tq62rran9X3W1tbXNzc34EyZNGH/3lLtwybxY6Aagzhz66Tc/PDFNiVb+XeVu3w5xxzShQFB5/NQweb+skdfhAu97tu3ef/hvvbodqTpZ19B09y3DBsukuMArjk2na+qu7CPZf/hoY3NLapJo6tgb+vfqCmDPgSPFpdu7dUqfrR5TU9fw0qpPATx9//jkRNHr67747WT1vbcNH9iv56df/7Btz/5h8n4TbhwMYPeBw5/5d1WdrgGQKEzIHHLFzYMvJ4QAeOejLw8fOzlmqHzHzxWR46cBjB565diMgWhVU9+wwr21qaVl5oSbOqWlgLVPv7K6ypYiBqSniF95fDt4F1FfXy8SicrKypqbm5OSkjIzMwFEIpGSkpLs7Gz8ng0bNvTv3//aa68FIxq9xeML4RwiYYLrrcW/HjmWJBJ27JCapTUB4DiydNED4f2HChwlOIdGlTlt0qijx0/V1TfOfr4AZ8llUq/DDF574A+GVVojWLMZdGqlAvGEUEoR30ZrFu/56VecIyGBu6xHt549uvTs3qlH187dOncQd07v3CGtU4fU9NTk1JSk5CRRUqJImCBIEHD/D/5QY2NjbW1dbW1NTW1d7Tlqav9HTU3t/3PLLaMzR47EJeP27fDvKidAjy4dH5h4c3KiEGf9UH5IlCC4XNrjnY++rDh64s6RQzLkfXEB3w8/9ZWIu3VKN9rdlEI/9bYuHVJxvjO19bmrSwB06ZB6/cB+P1X89vOhox1Skxfcc5uA4z7btmtLaN91l1921+iM8MHKlZu+6dIhVT/1tobGJpN9IwUW3qvskJr8lstb8duJyZlDh17RZ2f5obVfbCfA4AHS9JTkwN4DdQ1Nqpuvu35gv+aWqLHQ3RKNCgUCxTWyE9U1P/x8iCPk2ZmTEgQcAErpio1bf6msmnDj4PSUpF5dO3VMSwZTX323ZtXGpxEDCOFsz/wE3u9pampatmzZvHnztmzZIhKJKKWjRo0CEIlESkpKsrOz0erQoUOlpaXTp08H8NZbb02aNKlXr15gRKO3eHwhnOOaK/s+8eDkd4o/a2lpkcukjo++TE4SrbIsEAg4l8df4ChBq04dUte/+dTtM55vaYk+rbvbuvqTk6drAMhlUq/DDF574A+GVVojWLMZdGqlAvGEUEoR34aq5h+KHEcbJIlEvXp07tWji6Rr5+5dO3Xv0lHcOb1zh7SOHVLSU5PTUpKSE/8voUgoEHACjiMcx+EiKKWEEFwazS3Rj74Kfh8+CCA5UTj9DsVl3bugVUs0+uIKd0s0+uhdYyRdOuIiDhw59q77q+RE4dP3T8AF9h6sXLXpmwQBN//vt3ZMS2lqbnlp5SeNzS3z/36ruGPaio1flR8+NvGmwcOv+tsXgT2bv9s7WCa9+5Zh+w8fe2/jV+kpSTmaO1qiUWOhu7klOnfKLV07plvWbDpdUz82Qz56qBzAjp8r1pV+27trp1mTRx86eqJggxfAvbcNH9ivZ9WpM8uKPRwhzz0wScBxAA5Gqt75aAtaabMypd07gx1K6fd7St5e/yhig3XxPo4TgPd7Nm/evGfPnvr6+uTk5Ozs7OTkZACRSKSkpCQ7OxvAjh07du/ePXXqVKfTefr06ZaWln79+t16661gR6O3eHwhnCMtJclT9OKn3kCZ/4cvt+0C0LlDWtcu6TcPuypRJCxwlKDVLYrBt9507U8HjvS/rMfKD8vCBw7jLLlM6nWYwWsP/MGwSmsEazaDTq1UIJ4QSini28DbZx8/dQb/QSlJIqlE3LO7WNKtc3dxx25dOnTplN6lY1rGoAEd01MIIbiUXl/3RUICd/jYqS4dUuf//VZCCM46dPRkwYbNQoHgmRkTOY7gIrbu+KnEv3OAtHv2uBtxgS++3bP5+72DZdK7bxmGs5a+v+nUmbpZd47u1bWjyb6xoal51p2Zvbt1Lir5et+vkfGKaxSDZF+F9m3atkvet6fm9uGHj520fbhZJExYnD2hsuqU7cPNHCGL7h+fJBICOHDk2Lvur5IThU/fP8G/u9y9dUfvrp1mTR4NYPeBw+9/vq175/S5U8biPyJKo+EDXy9bNR2xYVnOjqTENPAuor6+vqysbNy4cfhn6uvrBQKBUCgEUxq9xeML4XxSiXjhw+qxisEflW57eulKnDVzythEkbDAUYJWd91x4/Nz73nqFXt9Q5P58enKmc+fqq4FIJdJvQ4zeO2BPxhWaY1gzWbQqZUKxBNCKUV8G3CLtrqmDjHA9dbiGwZfwXEErNU3NkWOn04SCTulp5jtG5++f/zKTd/8Uln1xDRlx7RknLVt9/6Pt4b6SsQPTRqJi1v7xfad5Ycyh1x567CBuEDRp759Fb/dkiEfM1QOoK6hccnKTyjFounja+ob8td9IeDIMzMmJQi4JUWf1DY0Pqwa2aeH+H3Ptt37D986bGDmkCu37d7/8dZQv55dH5x4c/hg5cpN33RKS3l82u0465udP2/8+ofundPnThm7fnMguO/XmwYPuGP4IACfbdu1JbRv6BV9JmcOxX9ENBotrwgstU9FbFiWsyMpMQ28i4tGoxzH4b9Eo7d4fCGcgxCSnCQaerUMlD6pvev51xzf7SoHMHPK2ESRsMBRglbjMjOm3HHjg4teB/Dq4gc//mJb2Tc/AJDLpF6HGbz2wB8Mq7RGsGYz6NRKBeIJoZQivklvmtnU3IIY8NFbz1w/eADHcWDtSNUpq7Ose+f0CYrBG7/eMeeuWwo2eI9UnXz6/glJIiHOcnq/+z588MZBsnGKa3BWbX0jgERRgoDj0Mqy5rOT1bWa24fL+/bEBZYUfVLb0Hjd5ZfdNToDwObv937x7Z6+EvFDk0YG9x1cv/m73t06zbpz9InTNa+u/Zwj5JkZE4UJgqWOTadq6maMv1HWu/uH3u++Cx+8efAA5fBBh46eLNiwOUHALbz3jpQkUWNTc/4HX5w6U5d53RW3Xn9V/rovjp6snnbbDVf16wVgxcat5YePTrrp2huu6o//iCiNVkT2mN+ZhNiQlxNKTkwHL1Zp9BaPL4RzKIZc+fBU5XsfeFpaWmbfN96yfENwz34AM6eMTRQJCxwlaNWre5c1+Qtv0TzT3NKy/s2nFr+66sefKwDIZVKvwwxee+APhlVaI1izGXRqpQLxhFBKEd96DL8fseGzwn9cc2VfjuPAGqW0YIP38LGTacmJSYnCtOSkA0eODbm8j3r0ULR6/YMvfjtR/fdbhl0jkwJoam4xFrqjlD4xTdkxLRln1dQ3vLTyUwA5mjvSU5JwvhPVta+u+UyYIGhubrl+YH8A23/cD+CBCTf369nVvTXk371/+FX9J9507Q8/VxSXfivp0vHRu8acqa3PXV0C4On7JyQnCl//4IvfTlTfc+sNV/fvRSm1Ossqj5/u0bnDgMu6hw9Gjp6s7tIhVTd5NAFM9o0UWHivskNqMqXUXPRJfWPTrDtH9+7WCf8RURo9cjT84lvjERuWPv5tWkoX8GKVRm/x+EI4B8eR9156rFf3LoSQXfsOzjcux1kzp4xNFAkLHCUAvlr7UvbCZT8frHzw7lvVSsWZ2vq95YeeW+bAWXKZ1OswI46tcW95d93nYG31qwu6izuBKX8wrNIawZrNoFMrFYgnhFKK+NZj+P2IDZtXm678W2+O43AJnDpTt67s218qqwBwhGTI+44bcY0wQYCzGpqaTYVuCiyYelvnDqkADkaOv/PRl6lJoqemj0er8K+RlSVfd0xNfuJeJS6ws/zQ2i+2D7miT3pK0pZQmFKkJSdmjbxO3rcngIINmw8dPXnX6KHXXd7n069/8O38eZi8b9bIIT/+cmT1Z35xh9T5U29raGo2Fbop8MS02zumpQA4WV3r/PK7/YePASAEV1wmUd18bYfU5PLDR1ds3JqWnPjkfeMAVJ06s6zYI+C4Z2dOFHAc/iOiNHrkaPjFt8YjNiyZt7Vzh57gxSqN3uLxhXCB20cOibZEPb4Q/hmRMCEpUXT6TC1ayWVSr8OMOJZvd5usxWAt4MqTSsRgyh8Mq7RGsGYz6NRKBeIJoZQivvUYfj9iwyfvPj/kqv4cx+GSWfr+pvEjrpFJuycKE3Ap1dY31tY3dO6QKuA4tFlNfUNtXWN6alKSSIiYEaXRisge8zuTEBuWPv5tWkoX8GKVRm/x+EK4ACGEUop/i1wm9TrMiGP5drfJWoxz3JwxcOyN176xcmPVyWqcJUwQpKYknTxdgwukpiRFW6J1DY04X8CVJ5WIwZQ/GFZpjWDNZtCplQrEE0IpRXwbcIu2uqYOMeCjt565fvDlHEdwaUSjtDSwZ0yGXMBx4LVZlEbLfw0stU9FbMjL2ZGcmAZerNLoLR5fCEzJZVKvw4w4lm93m6zFaGVZ9IBQKOjTq1sPcadJWuOx46c5jixd9EB4/6ECRwnOlyAQbHz3OeuqT1weP84XcOVJJWIw5Q+GVVojWLMZdGqlAvGEUEoR3wbcoq2uqUMMeH/ZE2NGXEMIAa89iNLo3v1fv7Z6OmLDspwdSYlp4MUqjd7i8YXAlFwm9TrMiGP5drfJWoxW332Ud/3kx+fPUO3c98uPPx86VV2zyrJAIOBcHn+BowTnWzRrinLkkLwVH7k8fpwv4MqTSsRgyh8Mq7RGsGYz6NRKBeIJoZQivg2ZNP/wb8cRAwpenD359hHgtROU0p0/lb255iHEhtcX7REmJIIXqzR6i8cXAlNymdTrMCOO5dvdJmsxWq15beE3wb3JSaIltg8AdO6Q1rVL+s3DrkoUCQscJTjHDddePnXCyOMnz+wM/+Ly+HG+gCtPKhGDKX8wrNIawZrNoFMrFYgnhFKK+KaYklP+ayViQG5O9oy7xoLXfny7e+Py9XMRAzguwbo4DF4M0+gtHl8ITMllUq/DjDiWb3ebrMVolZKcOP3OMfNnTtq179cHn8o/VV0LYOaUsYkiYYGjBK1SU5KKXpl//8Jl82eodoZ/cXn8OF/AlSeViMGUPxhWaY1gzWbQqZUKxBNCKUV8G6NZvPunXxEDFummzJ+hAq/9KNtmX7vpH4gBSYnpy3JC4MUwjd7i8YXAlFwm9TrMiGP5drfJWoxWaSlJtfUN+plZiSLh6TO1b6zcCGDmlLGJImGBowStnp0z9Yr+vYK792feMOi34ydN1nX7f43gHAFXnlQiBlP+YFilNYI1m0GnVioQTwilFPHtrtlLvgrsQQyYOWXsSwuzwWs/nJ6XPvv6bcSAjmndc/XfgBfDNHqLxxcCU3KZ1OswI47l290mazHOShQJt6xZkjnt6dn3ja+pq+cIZ139CYCZU8YmioQFjhK0umrAZb26dwFwz6SRvxw6alv9ybET1ThHwJUnlYjBlD8YVmmNYM1m0KmVCsQTQilFfNPoLR5fCDHgFsXg95c9AV778d6H87ft/AgxQNJ1wAu6z8CLYRq9xeMLgSm5TOp1mBHH8u1uk7UYrR7LnqgcOSQ9LeXU6RrNgldPn6kFMHPK2ESRsMBRAuDlJ2f8sPeXlRvKcNbi2X/fGf7F5fHjfAFXnlQiBlP+YFilNYI1m0GnVioQTwilFPFt7j/eLv7kK8SAy/v1/GptLnjtR+57d+0/9D1iwIDLhj0xoxi8GKbRWzy+EJiSy6RehxlxLN/uNlmLcY60lKQFD2YZXl+LNgi48qQSMZjyB8MqrRGs2Qw6tVKBeEIopYhvzy1zvPV+CWKASJhwcMu7hBDw2omFluura6sQA4bIldq7beDFMI3e4vGFwJRcJvU6zIhj+Xa3yVqM83EciUYp2iDgypNKxGDKHwyrtEawZjPo1EoF4gmhlCK+vbFy44tvrEVsCLlfk3TrDF570NBYMy/3GsSGURmae8e/CF4M0+gtHl8ITMllUq/DjDiWb3ebrMVgLeDKk0rEYMofDKu0RrBmM+jUSgXiCaGUIr59XLrtoUVvIDasf/OpG4cO5DgCXmyjNHrwyM4l796J2DB+5BzV6AXgxTCN3uLxhcCUXCb1OsyIY/l2t8laDNYCrjypRAym/MGwSmsEazaDTq1UIJ4QSiniGKXUHwpnaU2IDf+YN23WvePAaw98wXVFHz+J2KCZYBo5dBp4MUyjt3h8ITAll0m9DjPiWL7dbbIWg7WAK08qEYMpfzCs0hrBms2gUysViCeEUor4Vn6wUnF3DmLD5NtGFBhng9cerPvM+IX/PcSGOfe8e/WATEI48GKVRm/x+EJgSi6Teh1mxLF8u9tkLQZrAVeeVCIGU/5gWKU1gjWbQadWKhBPCKUU8a25paX3jTMRG/pf1uObD14Brz1Yap/608HtiA0v6Dw9xP0JIeDFKo3e4vGFwJRcJvU6zIhj+Xa3yVoM1gKuPKlEDKb8wbBKawRrNoNOrVQgnhBKKeLeUNX8Q5HjiA0/lb6VlpJECAEvhjU21S945brmlkbEAEK4Nxb9KBAkgBfDNHqLxxcCU3KZ1OswI47l290mazFYC7jypBIxmPIHwyqtEazZDDq1UoF4QiiliHt/n/uyd9tOxIaVFv1tN11HCAEvVlEa3Xdw+6tF0xAbxJ2kprlfghfbNHqLxxcCU3KZ1OswI47l290mazFYC7jypBIxmPIHwyqtEazZDDq1UoF4QiiliHuPL3lv1YbNiA06zbgXHpsGXmxze19zf/kaYsPAv908T1MEXmzT6C0eXwhMyWVSr8OMOJZvd5usxWAt4MqTSsRgyh8Mq7RGsGYz6NRKBeIJoZQi7r2z9rNnXl2F2HDdwP6bCv8BXmx7teje8C/fIDaMuT576h3PgxfbNHqLxxcCU3KZ1OswgzXnpq+3frcHrFkWPQDW8u1uk7UYrAVceVKJGEz5g2GV1gjWbAadWqkAUydOnTFai8GaRpU59GoZ2oxQShHfolG69bs9Ux59CbGB40jw49e6izsSQsCLPZTSxqa6x5cObW5pRGy4b+KSm4dMBS+2afQWjy8EpuQyqddhBms5uYV2ZylYi/iLwFq+3W2yFoO1gCtPKhGDKX8wrNIawZrNoFMrFWCqorIqI0sP1mwGnVqpQJsRSini3rHjp68eNwcx4+UnZ2SrbwEvJlFKA3s+Wb5+LmJGzswP+ve+jhAOvIuglJaXl+/duzczMzM1NRWtqqur09PTcb6ampqEhITExEQwpdFbPL4QmJLLpF6HGazl5BbanaVgLeIvAmv5drfJWgzWAq48qUQMpvzBsEprBGs2g06tVICpisqqjCw9WLMZdGqlAm1GKKXgAVcpH606WY3YMHr4oLX5OeDFquXrH/t2txuxgRDu1YXB5MQ08C7O6XS2tLScOHGiurr6kUceSU9PBxAIBHbu3JmdnY1zlJWVlZeXNzc3X3PNNTfeeCPY0egtHl8ITMllUq/DDNZycgvtzlKwFvEXgbV8u9tkLQZrAVeeVCIGU/5gWKU1gjWbQadWKsBURWVVRpYerNkMOrVSgTYjlFLwgLtmL/kqsAexQSRM2LPpzZSUJI4Q8GJMc0vjgleGNDbVITb06nblc7M+Be8P5ebmPvHEE5s3b+7Zs2ePHj3EYvH69euPHj2anJycnZ2NVjU1Ne++++7cuXMppW+++ebDDz+clJQERjR6i8cXAlNymdTrMIO1nNxCu7MUrEX8RWAt3+42WYvBWsCVJ5WIwZQ/GFZpjWDNZtCplQowVVFZlZGlB2s2g06tVKDNCKUUPMBsW/da4ceIGfnPPTx1wkjwYgyl9Id9Zda1DyFmDLtq4kN35YP3h1asWNGvX7/GxkalUomzDhw4kJSUtGnTpuzsbLQKh8M7duyYMmUKgLVr195www39+/cHIxq9xeMLgSm5TOp1mMFaTm6h3VmKcyQniqZOHNnSEl27cUtjUzPOEiYIUlOSTp6uwQW6del49PgpnC/iLwJr+Xa3yVoM1gKuPKlEDKb8wbBKawRrNoNOrVSAqYrKqowsPS7Qo2un2ZpxGzd/uy20D606pKU0NDY1NDbhfMIEQWpK0snTNWhlM+jUSgXajFBKEfcopZ9t+f7+hcsQM0bdcPW6158EL/a888GcwJ5PEDPuueMfo6+fDt4famho2L59e1lZWc+ePTUaTXJyMoBIJFJSUpKdnY1WO3fu3L9//6RJkwA4nc6rrrpKLpfjD9XU1ODPeXDRm2X+nWDqyv69Pn33WbD2bJ5j9cdb0EokTHC9tfjXI8eSRMKOHVKztCYAHEeWLnogvP9QgaME57v68j6rXl0wZNJ8nK+81AbWbI5NryzfANa2vG/q3aMLmNr+w09T51nAWt7imVljbwBThyLHR05bjPPJ+kjey32s6kT1mZq6XfsO5r7tBNAxPWX9m08tML+348cDOAfHkaWLHgjvP1TgKEGrvMUzs8begD8hISEhMTERF0EopYh7lNJjJ04PGjcXscS/fmnf3t0IIeDFBkrpmdoTTy4bEY02I2YsfvhjaY+BhHDgXVx9fb1IJCorK2tubk5KSsrMzAQQiURKSkqys7PRat++fTt27LjrrrsArFmzZsSIEf369cMfOn78OP4c7XNvf7l9N5i6vF/Pj2xPgrV/vLFuzcataHXNlX2feHDyO8WftbS0yGVSx0dfJieJVlkWCAScy+MvcJTgHBpVpiZrdJ+eXQeNn4vz7fl0GVh7p9jz6go3WPvC/nyv7p3BVGBX+X1P5IO1V3KmTxyTAaYO/3ZibPY/cD7ttDui0ai4U7rN8en4zGHvu7+8bmD/Zc88JBIlzHrWtuPHA2jVqUPqKssCgYBzefwFjhK0eiVn+sQxGfgTkpKSUlJScBGEUgreWcPuXPDrkWOIGXOmT3h2zlTwYsnnX7+z3rMEMSNRmJKXE+I4AXgX19TUtGzZsnnz5m3ZskUkElFKR40aBSASiZSUlGRnZ6NVTU3Nu+++O2fOHErpG2+8MWvWrMTERDCi0Vs8vhCYksukXocZrOXkFtqdpWiVlpLkKXrxU2+gzP/Dl9t2AejcIa1rl/Sbh12VKBIWOEpwjiFX/W1n+Bffupevn/w4zhfxF4G1fLvbZC0GawFXnlQiBlP+YFilNYI1m0GnVirAVEVlVUaWHue7fvDl5sen/3L4t1nP2JpbWgAM6Nuz6kT1K4tm5NvdO348gFadO6R17ZJ+87CrEkXCAkcJWtkMOrVSgTYjlFLwztI9Z3Nu+hoxo2uXDt+58hJFQvBiQzTasvj1zBOnDyNmyPvfNP++leD9M5s3b96zZ099fX1ycnJ2dnZycjKASCRSUlKSnZ0NYMeOHbt3777nnnu2bt26c+dOSungwYNvvPFGsKPRWzy+EJiSy6Rehxms5eQW2p2lOIdUIl74sHqsYvBHpdueXroSZ82cMjZRJCxwlOAC2z+0XD/5cZwv4i8Ca/l2t8laDNYCrjypRAym/MGwSmsEazaDTq1UgKmKyqqMLD0uMPRqmWH+vd3FHV9558N1n27FWcuXzMm3u3f8eADnmzllbKJIWOAoQSubQadWKtBmhFIK3lnvf/zlfONyxJKCF2dPvn0EeDGAUroj/IWt+BHEkomj5k3MnAfen1BfX19WVjZu3Dj8M42NjZTSxMREMKXRWzy+EJiSy6Rehxms5eQW2p2laEUISU4SDb1aBkqf1N71/GuO73aVA5g5ZWyiSFjgKMEFtn9ouX7y4zhfxF8E1vLtbpO1GKwFXHlSiRhM+YNhldYI1mwGnVqpAFMVlVUZWXqcTyRMALDggSyb49OtxS8PnjA3GqUAli+Zk2937/jxAM43c8rYRJGwwFGCVjaDTq1UoM0IpRQ8gFJ6+LfjQ1V6xJIr+/f2vm8mhIAXA3LfU+8/FEQsyZm5vn/vawnhwPsTotEox3H4L9HoLR5fCEzJZVKvwwzWcnIL7c5StFIMufLhqcr3PvC0tLTMvm+8ZfmG4J79AGZOGZsoEhY4SnCB7R9arp/8OM4X8ReBtXy722QtBmsBV55UIgZT/mBYpTWCNZtBp1YqwFRFZVVGlh7ne/zBO0+ePtOtS8dX33NtLc69Qf0EpRTA8iVz8u3uHT8ewPlmThmbKBIWOErQymbQqZUKtBmhlILX6vo7Fxw8cgyxxJH3+C2KwYQQ8P57KKX7DwVfXnEXYokwIWlZzg6BIAG89kCjt3h8ITAll0m9DjNYy8kttDtL0YrjyHsvPdarexdCyK59B+cbl+OsmVPGJoqEBY4SAC8/OeOHvb+s3FCGs7Z/aLl+8uM4X8RfBNby7W6TtRisBVx5UokYTPmDYZXWCNZsBp1aqQBTFZVVGVl6nK9nt872V+anJCeePlO72uVd/ZEXZy1fMiff7t7x44GuXTqUrTJeM/4xnDVzythEkbDAUYJWNoNOrVSgzQilFLxWjy95b9WGzYglGYMGfPLuc+D9txWs0wV/3IRYMviKW2dPfRu8dkKjt3h8ITAll0m9DjNYy8kttDtLcb7bRw6JtkQ9vhD+XRF/EVjLt7tN1mKwFnDlSSViMOUPhlVaI1izGXRqpQJMVVRWZWTp8XsM8+99qeCD2vpG/OtsBp1aqUCbEUopeGdRSj/6Ytsji99EjPngzaduzhhICAHvv4FSeuBwKPc9NWLMveNfHJWhAa+d0OgtHl8ITMllUq/DDNZycgvtzlKcjxBCKUUbRPxFYC3f7jZZi8FawJUnlYjBlD8YVmmNYM1m0KmVCjBVUVmVkaXH7xEIuJaWKP4tNoNOrVSgzQilFLyzKKW1dQ3y22c3NjUjllw3sH/JihcAEELA+294c81DP+wrRYxZMm9rp/QehHDgtQcavcXjpptxTgAAIABJREFUC4EpuUzqdZjBWk5uod1ZCtYi/iKwlm93m6zFYC3gypNKxGDKHwyrtEawZjPo1EoFmKqorMrI0oM1m0GnVirQZoRSCt45VI8Y/aEwYszyJXMm3XIDeP9xlNK9B75etuo+xJje3a98VvspeO2HRm/x+EJgSi6Teh1msJaTW2h3loK1iL8IrOXb3SZrMVgLuPKkEjGY8gfDKq0RrNkMOrVSAaYqKqsysvRgzWbQqZUKtBmhlIJ3DuuqT/7x+hrEmN49uvjWvSwSJnAcB95/Cj3L9M7EQ7/9iBgzYdRjkzLng9d+aPQWjy8EpuQyqddhBms5uYV2ZylYi/iLwFq+3W2yFoO1gCtPKhGDKX8wrNIawZrNoFMrFWCqorIqI0sP1mwGnVqpQJsRSil4raJRevDwb8PvWojY8+Qj6gUP3gnef9aXAYfjk2cQe57TlvTsNoAQDrx2QqO3eHwhMCWXSb0OM1jLyS20O0vBWsRfBNby7W6TtRisBVx5UokYTPmDYZXWCNZsBp1aqQBTFZVVGVl6sGYz6NRKBdqMUErBO9+4B174blc5YkyiSLjZYeov7UEIAe/Si0aj9Q3Vz1nHnqk9jhjTvUs/w6Ol4LUrGr3F4wuBKblM6nWYwVpObqHdWQrWIv4isJZvd5usxWAt4MqTSsRgyh8Mq7RGsGYz6NRKBZiqqKzKyNKDNZtBp1Yq0GaEUgre+d5es+nZvNWIPSOuu3JDwdMACCHgXXqFrie+2eFE7JmUqZ8wai547YpGb/H4QmBKLpN6HWawlpNbaHeWgrWIvwis5dvdJmsxWAu48qQSMZjyB8MqrRGs2Qw6tVIBpioqqzKy9GDNZtCplQq0GaGUgncOSunR46evmzSvpSWK2LP0qZnTJ48B79Lb9fOXrztmICYZ53q7dOzNEQ689kOjt3h8ITAll0m9DjNYy8kttDtLwVrEXwTW8u1uk7UYrAVceVKJGEz5g2GV1gjWbAadWqkAUxWVVRlZerBmM+jUSgXajFBKwbvA3XNzv9y2C7EnPTX5yzVLJF07cxwB79KIRqP1jWdesN12+sxRxJ6/SYfmzPwAvPZGo7d4fCEwJZdJvQ4zWMvJLbQ7S8FaxF8E1vLtbpO1GKwFXHlSiRhM+YNhldYI1mwGnVqpAFMVlVUZWXqwZjPo1EoF2oxQSsE7H6XU5fFrn7EiJo247soPbU+DgCMEvEtjuXPet7s+RkyaNs6QOew+8Nobjd7i8YXAlFwm9TrMYC0nt9DuLAVrEX8RWMu3u03WYrAWcOVJJWIw5Q+GVVojWLMZdGqlAkxVVFZlZOnBms2gUysVaDNCKQXvfJTShsbmwRPmnqquRUxaPPvvj2VPBO/S+Dq03v7RQsSkRFHqS/N8SYlphBDw2hWN3uLxhcCUXCb1OsxgLSe30O4sBWsRfxFYy7e7TdZisBZw5UklYjDlD4ZVWiNYsxl0aqUCTFVUVmVk6cGazaBTKxVoM0IpBe/3PPPqqnfWfoaYxHFk7WsLR90wCDymKKW/HT9gXq5qaKxBTBp+zeSZd1rAa4c0eovHFwJTcpnU6zCDtZzcQruzFKxF/EVgLd/uNlmLwVrAlSeViMGUPxhWaY1gzWbQqZUKMFVRWZWRpQdrNoNOrVSgzQilFLwLRKPRXT/9euv0ZxGrJN06l6x4QdK1EyEEPBaiNNrYWGtarjp6/ABiVc7M9f17X0cIAa+90egtHl8ITMllUq/DDNZycgvtzlKwFvEXgbV8u9tkLQZrAVeeVCIGU/5gWKU1gjWbQadWKsBURWVVRpYerNkMOrVSgTYjlFLwLmLiwy9u37EPsWrQFX03Ln9WJEzgOA68tqGUAvTNNQ/v/KkMseoyydWLH/4YvPZJo7d4fCEwJZdJvQ4zWMvJLbQ7S8FaxF8E1vLtbpO1GKwFXHlSiRhM+YNhldYI1mwGnVqpAFMVlVUZWXqwZjPo1EoF2oxQSsH7PZTSDZ/7Zz1rRQybfPsIm0EHgBAC3r+LUkoI+fCLlzf5ChDDZmRZRgyeDF77pNFbPL4QmJLLpF6HGazl5BbanaVgLeIvAmv5drfJWgzWAq48qUQMpvzBsEprBGs2g06tVICpisqqjCw9WLMZdGqlAm1GKKXgXURTc/P1dz5+5OgJxLC590945tGplFJCCHj/Lu+3q97/9DnEsPRU8UvzfByXQAgBrx3S6C0eXwhMyWVSr8MM1nJyC+3OUrAW8ReBtXy722QtBmsBV55UIgZT/mBYpTWCNZtBp1YqwFRFZVVGlh6s2Qw6tVKBNiOUUvAu7u01m57NW43Y9uycqXOmTwDv3xX88bO3PphNaRQxbFLm/AmjHgOv3dLoLR5fCEzJZVKvwwzWcnIL7c5SsBbxF4G1fLvbZC0GawFXnlQiBlP+YFilNYI1m0GnVirAVEVlVUaWHqzZDDq1UoE2I5RS8C6CUlpdUzdUpa+uqUNsszz9wH1Zo8H714X2et76YHY02owYJkxIWjJva2pyJ0IIeO2TRm/x+EJgSi6Teh1msJaTW2h3loK1iL8IrOXb3SZrMVgLuPKkEjGY8gfDKq0RrNkMOrVSAaYqKqsysvRgzWbQqZUKtBmhlIL3h5YUfLBsxUeIbRxH3jY9OumWG8D7V/y4f+sb7z/Y3NKI2HbriAen3LYYvPZMo7d4fCEwJZdJvQ4zWMvJLbQ7S8FaxF8E1vLtbpO1GKwFXHlSiRhM+YNhldYI1mwGnVqpAFMVlVUZWXqwZjPo1EoF2oxQSsG7uGg0eqq6dmiWvrauAbGN44jl6QfunZRJKSWEgPfP7Cn/ylasbWyqQ2wTcELj3M2d0nsQwoHXbmn0Fo8vBKbkMqnXYQZrObmFdmcpWIv4i8Bavt1tshaDtYArTyoRgyl/MKzSGsGazaBTKxVgqqKyKiNLD9ZsBp1aqUCbEUopeP/MYsvK5cWfoz145akZ90++JUopRwh4v4dSSgjZ+dNm21ptS7QJMW/k0GmaCSbw2jmN3uLxhcCUXCb1OsxgLSe30O4sBWsRfxFYy7e7TdZisBZw5UklYjDlD4ZVWiNYsxl0aqUCTFVUVmVk6cGazaBTKxVoM0IpBe8PRaPR46fOXH/ngtr6RrQHi2ZNmT9TFY1GOY4D73yUUkKIL7hu1cbF0WgzYp6AE744p6xTeg+OE4DXnmn0Fo8vBKbkMqnXYQZrObmFdmcpWIv4i8Bavt1tshaDtYArTyoRgyl/MKzSGsGazaBTKxVgqqKyKiNLD9ZsBp1aqUCbEUopeH/Cq+9uyH3biXZi6oSbly56IEEg4DgCXqtoNEoI2VD6yiZfAdqJURmae8e/CF7bUErLy8v37t2bmZmZmpqKs06dOpWWliYQCHCO6Fk4KyEhAexo9BaPLwSm5DKp12EGazm5hXZnKViL+IvAWr7dbbIWg7WAK08qEYMpfzCs0hrBms2gUysVYKqisiojSw/WbAadWqlAmxFKKXj/TJTShobGIZP0J06fQTtxw7WXF72i79QhlRACHkApbW5pKnQ9Hti9Ee1EoijVOGdzWkpnQjjw2sDpdLa0tJw4caK6uvqRRx5JTU1duXKlSCSqqqqaNGlS37590WrDhg3l5eVCoRDArFmzhEIhGNHoLR5fCEzJZVKvwwzWcnIL7c5SsBbxF4G1fLvbZC0GawFXnlQiBlP+YFilNYI1m0GnVirAVEVlVUaWHqzZDDq1UoE2I5RS8P6cAsenz7/2PtqPPj27rnh5/qAr+oAH/Fa1/+31cyoie9B+qEYvGD9yDnhtlpub+8QTT2zevLlnz549evSIRCLhcPjOO+88ceLEunXrHnnkEbSy2WwzZsxITk4Gaxq9xeMLgSm5TOp1mMFaTm6h3VkK1iL+IrCWb3ebrMVgLeDKk0rEYMofDKu0RrBmM+jUSgWYqqisysjSgzWbQadWKtBmhFIK3p9AKW1ubrnx708ePHwU7UeiSGhacN/0yWOi0SjHcYg/URrlCPf9j5sKNzze0FSL9qNDWjfjnM3ChCRCCHhts2LFin79+jU2NiqVSgAlJSXdu3cfOnQogNzc3IULF3IcByAajebm5g4aNKimpmb48OH9+/cHOxq9xeMLgSm5TOp1mMFaTm6h3VkK1iL+IrCWb3ebrMVgLeDKk0rEYMofDKu0RrBmM+jUSgWYqqisysjSgzWbQadWKtBmhFIK3p/2cem2hxa9gfbmjlFDX3v24Y7pKYQQxBNKaVNzg9OzZPO3K9HezMhaOmKwGjwWGhoatm/fXlZW1rNnT41G8/nnn8tksquvvhqAxWKZM2dOYmIigJqaGrfbPWbMmObm5tWrVz/44INdunTBH6qsrMSfM8fw3pbAj2BqQF/J+vwFYM1oc64r+QashVwvg7X31pe9VvQpWCtZvqhnt85g6vvd+2cssoG1JQumjc8cAqaOHD1xx0NLwNqSBdPGZw7Bn5CSktKhQwdcBKGUgvevUM9esjWwB+1Nj66d3nj+kVE3DIpGoxzH4a+OUkoIKa/4frlz7vFTh9HeXNbjqqcf/hgAIQS8NquvrxeJRGVlZc3NzUlJSfX19d27dx8yZAiA3NzchQsXchyH823YsKF///7XXnst/lBTUxP+nPsXLiv9+gcwJf9bb0+RAawtWrpy5YbNYK3iq3fB2purPllSsB6s+de/3LuHGExt27FPPfslsPb68w9Pvm0EmDoUqRp+Vw5Ye/35hyffNgJ/AsdxAoEAF0EopeD9aZTS3T/9euv9z0ajFO3QtImjXph3T6cOaZRSQgj+uuoazri9y8q22aO0Be0NAcl5YH2/XtcSQsBrs6ampmXLls2bN2/Lli0ikYhS2rVr1717906ePPn48ePr1q3TarU469ChQ6WlpdOnTwfw1ltvTZo0qVevXmBEo7d4fCEwJZdJvQ4zWMvJLbQ7S8FaxF8E1vLtbpO1GKwFXHlSiRhM+YNhldYI1mwGnVqpAFMVlVUZWXqwZjPo1EoF2oxQSsH7Fz3z6qp31n6G9qlr5/QXHrv37vE3UUoJIfhroTRKCLcjXPr+p8+eOH0E7VPmsPumjTOAx87mzZv37NlTX1+fnJycnZ2dmJi4du3a5ubmkydPqlSqvn377tixY/fu3VOnTnU6nadPn25paenXr9+tt94KdjR6i8cXAlNymdTrMIO1nNxCu7MUrEX8RWAt3+42WYvBWsCVJ5WIwZQ/GFZpjWDNZtCplQowVVFZlZGlB2s2g06tVKDNCKUUvH9FNErrGxpv+vuTh387jnbrpoyBz8+959qB/aNRynEE7V+URjnCVUT2OD0v7S7fgnYrLaXLi3PKkkSphHDgsVNfX19WVjZu3Di0qqurE4lEAoEA56uvrxcIBEKhEExp9BaPLwSm5DKp12EGazm5hXZnKViL+IvAWr7dbbIWg7WAK08qEYMpfzCs0hrBms2gUysVYKqisiojSw/WbAadWqlAmxFKKXj/utKvd0ybvxTt3N3jblr48OS+vbtHo5TjCNqnKI1yhDt+6rDzi9xvd32Mdu4hdf6wqyeCdwlEo1GO4/BfotFbPL4QmJLLpF6HGazl5BbanaVgLeIvAmv5drfJWgzWAq48qUQMpvzBsEprBGs2g06tVICpisqqjCw9WLMZdGqlAm1GKKXg/VsefOp1d9l2tHMJAsG0SaMey57Yp1e3KKUcIWg/KKWEkGg0uqbkeV9wXXNLI9q5ay4f8+g974L3V6TRWzy+EJiSy6Rehxms5eQW2p2lYC3iLwJr+Xa3yVoM1gKuPKlEDKb8wbBKawRrNoNOrVSAqYrKqowsPVizGXRqpQJtRiil4P3rotHoydM1I6ctOnb8NNo/jiOTb1fMvX/CQNlllFIAhBDEMEopIaSmOQqKlASywvX4th82oJ1LSerwnLakQ1p3juPA+8vR6C0eXwhMyWVSr8MM1nJyC+3OUrAW8ReBtXy722QtBmsBV55UIgZT/mBYpTWCNZtBp1YqwFRFZVVGlh6s2Qw6tVKBNiOUUvD+XSXe77JzluEv5KaMgfdPHjNh9DChMCEapRxHEEsopYQQSumJxuiR2pbTTTRdSAZ1FtXWn1rwyhC0czOylo4YrAbvL0qjt3h8ITAll0m9DjNYy8kttDtLwVrEXwTW8u1uk7UYrAVceVKJGEz5g2GV1gjWbAadWqkAUxWVVRlZerBmM+jUSgXajFBKwWuDeS++s8a9BX8tXTunT5s06s7bRgy6oi+AaJRyHMF/T/T/ojRBIKhtjh6tjx6tb2mK4n8N6ixMSyDLVt2398DXaLeuvfI23d/fAu+vS6O3eHwhMCWXSb0OM1jLyS20O0vBWsRfBNby7W6TtRisBVx5UokYTPmDYZXWCNZsBp1aqQBTFZVVGVl6sGYz6NRKBdqMUErB+3dFo9Ha+kbljOd/+uUI/oou79dz8u2KcZkZVw24DACllBCC/whKKQBCCIDKoyck3TqfbGjZc6oZF+gs4uSdhKeqf3ty2Qi0T53SJYsf/jg1uTPHceD9RWn0Fo8vBKbkMqnXYQZrObmFdmcpWIv4i8Bavt1tshaDtYArTyoRgyl/MKzSGsGazaBTKxVgqqKyKiNLD9ZsBp1aqUCbEUopeG1AKQ3u2T/hIUNLSxR/XZf17Jo5fNCY4dfcPOyqTh1ScVY0GuU4DuxEKeUIwVlVJ6q/Ce79cvuuUl/o6PHTP35uTRAKtx9rxO+5toswWUAMBeOOHAujvSGEe/z+9wf0uR68vzSN3uLxhcCUXCb1OsxgLSe30O4sBWsRfxFYy7e7TdZisBZw5UklYjDlD4ZVWiNYsxl0aqUCTFVUVmVk6cGazaBTKxVoM0IpBa/NrKs++cfraxAfLu/Xc+jVsuuvufzagf2v6N8rKVGEc0SjlBAQQvCHKKUACCFo1dDQtO+XI8E95d/t+tkfDP/0yxGc490lcyeMGbbjeGNtCy7UNZG7vKPwt+MHnnvzFrQ3qtGPjx/5KHh/dRq9xeMLgSm5TOp1mMFaTm6h3VkK1iL+IrCWb3ebrMVgLeDKk0rEYMofDKu0RrBmM+jUSgWYqqisysjSgzWbQadWKtBmhFIKXttQSgE8tOgNd9l2xBmBgJNdJvlbH0mfXt16dO3Uu4e4R9dOXTqliTuld+qQJkwQ4AInT9ccP1VddaK66kT1gUORI0dP7C0/9PPByl+PHKOU4iLuvG34W8ZHj9W37DvdjN8zVCwScXhy2YjTZ46i/bi8zw0L7ncAIIQD7y9No7d4fCEwJZdJvQ4zWMvJLbQ7S8FaxF8E1vLtbpO1GKwFXHlSiRhM+YNhldYI1mwGnVqpAFMVlVUZWXqwZjPo1EoF2oxQSsFrs2g0Wl1Td/uM5w9U/AbeOQghHdKSAdQ3NDU0NuHflZqStGfTm4KEhO3HGvF7JMlc/3ThwSM7zctVaCc6pUueeWRjanJHQjjw/uo0eovHFwJTcpnU6zCDtZzcQruzFKxF/EVgLd/uNlmLwVrAlSeViMGUPxhWaY1gzWbQqZUKMFVRWZWRpQdrNoNOrVSgzQilFDwWKKU/llfcMfOF+oYm8C6Bolfm3z5ySLCqsT6KC3HA0K6iBIJ5SwY1ttQh5gk4Yc7MD/r0HEQIAS8OaPQWjy8EpuQyqddhBms5uYV2ZylYi/iLwFq+3W2yFoO1gCtPKhGDKX8wrNIawZrNoFMrFWCqorIqI0sP1mwGnVqpQJsRSil47Kwv8c1+vgCXkkgoANDY1II4c/e4m954QftbXfPP1S34Pb1TBH3SEn7c71u26j7EvHvHvzgqQwNe3NDoLR5fCEzJZVKvwwzWcnIL7c5SsBbxF4G1fLvbZC0GawFXnlQiBlP+YFilNYI1m0GnVirAVEVlVUaWHqzZDDq1UoE2I5RS8JiyvLvh5beduDQ6piXNvzfzw7Ifduw7jDjTIS1l96Y3wAm+PdaI3yMgyOgqIqCzjQMQ20ZlaO4d/yKllBACXnzQ6C0eXwhMyWVSr8MM1nJyC+3OUrAW8ReBtXy722QtBmsBV55UIgZT/mBYpTWCNZtBp1YqwFRFZVVGlh6s2Qw6tVKBNiOUUvDYiVJKgNnPFzg3fQ3WenXrMGfqyOLPgsHwIcSl95c9MWbENd9VNTZG8bv6pgl6pSR8u8u93PkYYtVVfxs5Z9p75H9w4MUNjd7i8YXAlFwm9TrMYC0nt9DuLAVrEX8RWMu3u03WYrAWcOVJJWIw5Q+GVVojWLMZdGqlAkxVVFZlZOnBms2gUysVaDNCKQWPqWiUtrS0qLTG73aVgx15v+4zJt1QsN534PBxxKtpE0cte/ahSF1zeXULfo+Qw1CxiNLoo6bLEZP69bp2/vRVImEyRzjw4olGb/H4QmBKLpN6HWawlpNbaHeWgrWIvwis5dvdJmsxWAu48qQSMZjyB8MqrRGs2Qw6tVIBpioqqzKy9GDNZtCplQq0GaGUgsdaNEpPnj4z/iHD/l8jYEExuN+4mwa+5viy6lQN4liXjmk7P329BVygqhEX8bf0hB7JglJ/YfFnBsSYbv+nPfiAavLsH8f9eZ4MkhACYU8VkY0K4kKlVVGxrYoFFJCKgypiXYjGgdSCGxlWKoirQBWqoBXrbAFFsTQqCogLB8jehBEiGc/9/39zfp7TnlffV2ug1t7Xxe+/buFJDluLJEjA/mX8Q2KyfysGlbKxMM1L2w6qJtiVnHIqF1StQZgKqrY35ey2hBOgaoVZcaaGOqBSwqKyGUFbQdUSI4M93V1AparrW5w9QkDVEiODPd1d4J0RCCHAegFCqL6p7ZOFEXVNbfBupn9kbz/QcO+P17pfSOFfL/O7deOG2xW2SGUUvBKLRjhqMxQK2bIdNvA+0dIwCA34UZffjyAIwP59/ENisn8rBpWysTDNS9sOqibYlZxyKhdUrUGYCqq2N+XstoQToGqFWXGmhjqgUsKishlBW0HVEiODPd1dQKWq61ucPUJA1RIjgz3dXeCdEQghwHoHQuhReY1n8I4WUSf8JSRJLJg+kkYjD2cJFQoKMICAzyfsXr+gvlte3qWA17Di0bXVyFM5O38tOAjvB5aaxtr5J0z0rQH7t/IPicn+rRhUysbCNC9tO6iaYFdyyqlcULUGYSqo2t6Us9sSToCqFWbFmRrqgEoJi8pmBG0FVUuMDPZ0dwGVqq5vcfYIAVVLjAz2dHeBd0YghADrTXfuP5u1bFenWAJvicWkL/dxfVrTciq3BLCX9LQ1S87tlSG43SKF11CnE0O0mT3S7pW7HOA9wKCzQuYeG2jqBNi/mH9ITPZvxaBSNhameWnbQdUEu5JTTuWCqjUIU0HV9qac3ZZwAlStMCvO1FAHVEpYVDYjaCuoWmJksKe7C6hUdX2Ls0cIqFpiZLCnuwu8MwIhBFgvKyx94rNid6dYAm+Mr8FeNefjX4Vl+UXPAPuznxI3ujhZ32qSyuG1bLUYmgzi+6zQG3dPw9+KRjK+8j1kZ+EK2L+bf0hM9m/FoFI2FqZ5adtB1QS7klNO5YKqNQhTQdX2ppzdlnACVK0wK87UUAdUSlhUNiNoK6haYmSwp7sLqFR1fYuzRwioWmJksKe7C7wzAiEEWO+7WfJ49oqobkkPvAFTfc2ls8cdO19471k9YP/hy9mTt4XOrRHLK8UKeA0eg7DnM8WS9tBoJ/j7MOisJbP321t8BNi/nn9ITPZvxaBSNhameWnbQdUEu5JTTuWCqjUIU0HV9qac3ZZwAlStMCvO1FAHVEpYVDYjaCuoWmJksKe7C6hUdX2Ls0cIqFpiZLCnuwu8MwIhBFifuHX3yZyQ6PbObviv7C0M/T9xTjiRX93YDtirGOnx7/y8R0qh2y0yeD0HPoNLJ/Yc/eJRRQH8HRh0ta98D9mYjwUMA/APicn+rRhUysbCNC9tO6iaYFdyyqlcULUGYSqo2t6Us9sSToCqFWbFmRrqgEoJi8pmBG0FVUuMDPZ0dwGVqq5vcfYIAVVLjAz2dHeBd0YghADrK/ceV85evqu5rRNew9Vp4MQRlt+mXxV1SgB7vXOHvh7mYHGzSUrBa2mrkdaaDFFnw/o9LtDnmAz2Up+DNuZjAMOU/ENisn8rBpWysTDNS9sOqibYlZxyKhdUrUGYCqq2N+XstoQToGqFWXGmhjqgUsKishlBW0HVEiODPd1dQKWq61ucPUJA1RIjgz3dXeCdEQghwPrQs8p6z6U76pra4D94Thxibqzz3YlrPVI5YP/VkjlTI1bOqRbLq8QKeD1HbQaLRkTu/6SuuQz6kDqb/5XvoYGmToBhL/mHxGT/VgwqZWNhmpe2HVRNsCs55VQuqFqDMBVUbW/K2W0JJ0DVCrPiTA11QKWERWUzgraCqiVGBnu6u4BKVde3OHuEgKolRgZ7urvAOyMQQoD1IYRQfbPId+Xuh0+r4SUajQz0GCWVKVLP3aQoBNj/Ymake+t07AsFdadFBq+nxyIH8RiNLeVfJ7hBX9HSMFj1xVFDXQvA3mP19fW3bt0aNWqUnp4e9An/kJjs34pBpWwsTPPStoOqCXYlp5zKBVVrEKaCqu1NObst4QSoWmFWnKmhDqiUsKhsRtBWULXEyGBPdxdQqer6FmePEFC1xMhgT3cXeGcEQgiwvoUQ6hRLZi+PunP/GQBwWIzlPh+VPq07l38fsDf2S3LEYJsBN5ukFPw/CCFZcy1TzwReIgCG6TAZJKzbM7qjqwl6n5mB3VLfg1oahgRBAPa+KioqEgqFDAajs7Pz008/tbS0hN7nHxKT/VsxqJSNhWle2nZQNcGu5JRTuaBqDcJUULW9KWe3JZwAVSvMijM11AGVEhaVzQjaCqqWGBns6e4CKlVd3+LsEQKqlhgZ7OnuAu+MQAgB1ucoCvVIZcFfJwqLHqz0++h8/n1haSVgb2PFvGlhS2dXdslruhXwUteDm+o2zgRBwktGbNoADfrz2rs7DntAL7Mb6LrYe5+z/KbBAAAgAElEQVQaU50gCMDeY6mpqZMmTSotLXVwcJBIJBYWFtD7/ENisn8rBpWysTDNS9sOqibYlZxyKhdUrUGYCqq2N+XstoQToGqFWXGmhjqgUsKishlBW0HVEiODPd1dQKWq61ucPUJA1RIjgz3dXeCdEQghwP4OFEV1dnbm5l2P+SHncWUTYG/J3Mzg98zdEjlV1CqDl7rL76kZ9KdxuPASSYCzDpNGwModDlKFBHrN+BEBs6eEA0GQBAnY+y0vL6+2tpbFYn3++efQV/xDYrJ/KwaVsrEwzUvbDqom2JWccioXVK1BmAqqtjfl7LaEE6BqhVlxpoY6oFLCorIZQVtB1RIjgz3dXUClqutbnD1CQNUSI4M93V3gnREIIcD+Dk1NTWVlZY6OjrnCe8u/OSDpkQL2lq4c22Y90PRms5SC/6en/jnBUGPqGMIfmKrTzNTpD55d//bYXOgFdBpzzqdbxjjOQogiCBKwf4KSkpJff/2VJMnZs2cbGRmBEkmS8JZkMhm8mYC1e3IL7oJK2Qw0yU6NBFXbEP3DD6evgKpV5x8GVdt39PyO/SdB1YQno0wMdEClbpQ89ly6E1QtfvOizyePBpWqaWgZ5SUAVYvfvOjzyaPhDZAkSaPR4DUIhBBgfa6qqqq2ttbR0VFNTQ0ASssq54bG1ja2AvY2Vi/0WBfk9bxTViuhQEne0SrvaGGZWsIf0AkYpsskAC3dOghUTZOrHzQrcaCpE0KIIAjA/glevHjBYrF++eUXc3Pz/Px8Pp//5MkTAFizZg28pfr6engzD5/VijrEoFIcNnOIdX9QtfLqxobmdlC10Y6WoGo1Da1VdS2gak52A9SYDFCpji7J/SfVoGqD+hvq8jVApXqksjv3K0DVBvU31OVrwBvgcDg8Hg9eg0AIAdaHEEJlZWXd3d1Dhgyh0WighBDq6JIsDvvuirAUsDdmNcD42vGd3XKquFUGSpRMKqm4p27pBH82gEsz4tBvlGYd+SkEVMfcxGnJ7ERNrj5g/ygHDx6cPn16SUmJvb39r7/+On/+fMAw7B+CQAgB1lcUCsXdu3dZLJa1tTVBEPAHFIUIAr774dzO/SflCgVgb+b6iV0DzQyFzVJ4qeu+UN12JEEQ8AdMEpx0mAhRX22zBBWZ4rLYY+IakqARBAHYP8rjx48vXLiAECJJ8vPPPzc1NQUMw/4hCIQQYH1CJpPduXPHwMCgf//+8CoUQiRB5N+6vzziQG1jK2BvYH2QV8hCj/JOWb2EAiXxkxK2mSWpxoY/s9Cg67Np2QWHMrO3w7vRUNf54rMdQ60nIUQRBAnYPxBFUefOnfvss89IkgQMw/45CIQQYL2vu7u7qKho0KBB+vr68F8hhDrFktDtR87k3ADsf7G37Jd7dKtYRpW0yUDpRe0zGkeDoaUHf8amEUO1GQqFbNkOG3gH1gPGLPKK53L4gP3DKRQKGo0GGIb9oxAIIVCpuro6LS0tNpsN76CpqamyslJXV7d///7wHyoqKgYMGAD/S09PT1tbm6GhIbxKa2srnU7n8XjQ+0Qi0b179xwcHDQ1NeENUBRFkuTxc9fCYo52iiWA/VfCU9H9jPSEzVJQkrU1KiRilrE5/AdrTTqfSWb+uiNHeAjeHp3G9JgQOml0IAIgCRIwDMOwPkcghEClUlNTXV1dzc3N4a8qLi7Oz88fOnRoeXk5l8v9/PPP4c+ioqIEAgH8L7W1tZcvX/b394dXycnJ4fP5w4YNg17W0NDw9OlTR0dHDocDb6musXXFloNXb9wD7PXCl/ksm/vZ0w5Z4wsKABQvuntqnnIsBsN/4NKJwdrMHmn3yl0O8Jas+o/2/2yrgc5AhBBBEIBhqiCXy9vb2zU1Nel0Oih1dnYyGAwWiwVKcrm8vb1dU1OTTqeDUmdXF6IQj6cBfQgh1CYScdhsFosFSj3/R8rjacBLnV1diEI8ngYoyeXyzs4uPl8L+lZPT49YLObz+QRBgFJrW5smj0ej0UCpp6dHLBbz+XyCIOCljo5OLledJEnoKwihNpGIw2azWCxQ6vk/Uh5PA5QQQm0iEYfNZrFYAIAQksvloESj0UiShL7S09MjFov5fD5BEKDU2tamyePRaDRQ6unpEYvFfD6fIAhQ6urqIkhSncOBXkAghEClUlNTXV1dzc3NQam7uzs7O7urq8vV1dXMzKyqqur69esEQYwfP97AwKCgoEAikTQ0NLi5uenr64PSiRMnrKysHB0dASA7O3vSpEmdnZ05OTldXV3Dhg2zs7OLiooSCATNzc25ubkMBmPy5MlcLreoqOju3btmZmYfffQRSZIAUFtbe+bMGW1tbS0tLTc3N5IkCwoKnj17Nnjw4KFDh+bk5PD5fEdHx2vXrlVVVdnb2zs5OV25cmX8+PF1dXW1tbXOzs7FxcXm5uY8Hg/+qufPnzc2Njo6OjIYDHh7FEURBJGVLQyLPdrc2gHYqzjaml9KjuiSUXfbZACAEBI/uMm1GwmvYqfF4DGIIz+F3Lx3Bt6MGoPjPSVsnJMvACIIEjBMRcorKo58n9Kvn9nz55Xz580dZGFx5uez9x88lMvlo0aOmDzJrbyi4sj3Kf36mT1/Xjl/3txBFhaHjnzf3t5OECSHw16yeBH0ie7u7pi4b/X0dBsbG8eOGeM2cULpvXsnMk/q6ujQaLSlS4IIgjh05Pv29naCIDkc9pLFi55XVh7+Prl/v36NjY3LlgZraGhAn8i7eu1K3lUDA4OGhobQkJUcDmfP3ng1NbX6hoYAf39Ly0F5V69dybtqYGDQ0NAQGrKSy+UCQHNz88bwzbt3btfU1IQ+0d3dHRP3rZ6ebmNj49gxY9wmTii9d+9E5kldHR0ajbZ0SZBEIomJ+1ZPT7exsXHsmDFuEycIb9xMS/9RQ0MDAOZ+Mcfaygr6RN7Va1fyrhoYGDQ0NISGrORwOHv2xqupqdU3NAT4+1taDsq7eu1K3lUDA4OGhobQkJXq6uqHjyR3iru6OrvGjnGZOGE8qBqBEAKVSk1NdXV1NTc3B6VDhw6NHTvW2Nh4//79y5YtO378uI+PT2tra1ZW1rJlywQCwZIlS+RyeXZ29tKlS0Gpubn58OHDNBrNzs5u3LhxPB7vp59+GjFiBJ/Pj46O3rx5c1RU1Jo1a6KjoxcuXNjd3X3+/PkFCxbExcWtXr36ypUrgwcPNjIyAoDa2trExMQ1a9YUFhb29PRoaWk1NDRMnTo1PT19/Pjxz5494/P5nUqTJk06evSoq6vr1atXvb29r169+ujRI4FAsGfPnhUrVpAkCW8PIfTw4UOZTObg4ECSJLwbUUdXxN4f089eQwgB9h9uZ8UZ6WsLm6WgJC67zTZ3IBlM+A+aTMJOiymWiEKjh8EbcLb9dPbUzZpcPYQQQRCAYaqz/8DBiRPGW1lalpU9vnDp0oJ583ZFR2+N+AYh9PU3kWEb1qX8cHTihPFWlpZlZY8vXLo0y9srLf3HNatDAGBnVPQcP59+ZmbQ+67kXe3s7Jw+7TOpTCZYv2FPTHT4NxGhq1ZqaWkdOvy9i8soPp+flv7jmtUhALAzKnqOn09RUbGdne0gC4vTZ35W53AmT3KDPrEhLDxicziTycw68zObzdbR0b5bem9+wNzm5uakg4fDNqzbEBYesTmcyWRmnfmZzWZPmTyJoqg9e+Orqmu+CQ/T1NSEPnEl72pnZ+f0aZ9JZTLB+g17YqLDv4kIXbVSS0vr0OHvXVxGNTU1d3Z2Tp/2mVQmE6zfsCcm+nhG5iCLgc7DhkHf2hAWHrE5nMlkZp35mc1m6+ho3y29Nz9gbnNzc9LBw2Eb1m0IC4/YHM5kMrPO/Mxms/X19Qtv3w5cMF8qlZ7IPPnFHD9QNQIhBCqVmprq6upqbm4OSrt27Vq3bh0AnDx50sHBQS6XFxUVSaXS1tbW0NDQHTt2bNiwASG0e/dugUAASlKplMlktra2lpSU5OXlbdq0qbGxMT8/XywWl5aWRkdHR0VFLVy4MCYmxtraGgDKy8sjIiKOHj1aXV1tZ2fn7u6upqYGALW1tdeuXfPx8RGLxUeOHOFyuRKJhMPhiESioUOHUhTF5/Nv3brl7e2tra1dWlr67NkzIyMjqVRaWlrKZDLd3NyuXLkSEBAAb0+hUJSUlHC53EGDBhEEAe+MohBJErfuPt4Q/UPJwwrA/ixy1Zwgv6mP22XNPRQASKoeMzR16DxteJUhfAaHTuw5+sWjigJ4PQMd89lTvrYf9DFCFEGQgGG95uq1/PLyimFOjr/fuLEocCEAJOw/MHH8xzY21qB09Vp+eXnFvIAvQEkul4d9/c0GwRotLS3oQw0NDd/G7/tmc/jGsPDoqJ0AcCXvaptI9LnHDFCSy+VhX3+zQbBGS0sLAMorKn48njHHz6d/v37Qt5IOHnJyHFpe8dzE2Hjc2DEAsCp0bezuXSRJglLSwUNOjkNHjhhx9tx5LS2tnNzLq1Ys09TUhL7V0NDwbfy+bzaHbwwLj47aCQBX8q62iUSfe8wApYaGhm/j923fGhkVHaOvr9/R0TFk8ODxH38EfS7p4CEnx6HlFc9NjI3HjR0DAKtC18bu3kWSJCglHTzk5Dj0WXmFkaFhc3MzAEyd6q7O4YCqEQghUKnU1FRXV1dzc3NQ2rVr1+rVqxkMxsGDB8eOHfvzzz+vWLFCLBYnJyevWbMmKipKIBAAQFRUlEAgAKWYmBhfX18TExMA2Llz5/Lly+Pi4oKCgnR1dcPCwrZt27Z79+5ly5YlJiaGhoYCwI0bN+zt7cvLy62srC5cuMDhcCZPngwAtbW158+f//LLL2tqanJycths9pAhQ6ytrSsrKxkMxv379/l8/sOHD0ePHj1w4MCrV6/KZLIxY8YcOXKEx+NZWlpev359ypQpgwcPhrfU09NTVFRkYmJiamoKKoWUjmXlbU/MaG3vAuyl4YMHnTv0daeUKhXJAEDaUofkMjWDfvAqOmqklSZD1NGw/lsXeBW2msanrssnjpxHknSCIADDelPZ48eHv0/ZuG7to7LHj8rK5vrPAYDD3ycPc3JychwKAGWPHx/+PmXjurWampoAIJfL9x842M/MbMb0adCHRO3t0TFxc/x8zUxNdkZFb9sSAQAFv/9eXvF8jq8PAMjl8v0HDvYzM5sxfRoA9PT0nMg8WfH8+SxPTxsba+hDv/yaXVRcvDZ0derRY/Z2dsOdhwHA2nUbtkRsZrFYAPDLr9lFxcVrQ1c/f1557sKFr4KXRGzZtmrFMk1NTehDovb26Ji4OX6+ZqYmO6Oit22JAICC338vr3g+x9cHAETt7dExcXP8fO1sbY4kp4wYPtzYyOjg4SMff+TqMnoU9KFffs0uKi5eG7o69egxezu74c7DAGDtug1bIjazWCwA+OXX7KLi4rWhqw9/n1xTU+vnM/t5ZeWtwsIN6wSgagRCCFQqNTW1urqazWYDwMyZMzs7Oy9fvszj8dTV1WfOnBkTE2Nubi6Tyaqrqzds2BAVFSUQCAAgKipKIBCAUm1tbXJysoaGRk9Pj62t7WeffXb48GE6nU4QRHl5eUhIyP79+wUCwYULFyorK2UymbW19cSJE/ft26elpSUSiT7//HMzMzMAqK2tPXjwoLm5eUtLi5+fH5PJTE5O1tfXb2hoWLRo0c2bN/l8vpmZ2dGjR/X19UUiUWBgIIvFiouLGzdunKWl5ddffx0TE8NgMOBtiMXi4uJiKysrXV1d6AUIIYIgOrq6v0s9d/DEL92SHsAACIIoPvetLl/zRrMUABTdnT2NVZwBdvAaTtpMNRpE7v+krrkM/oAkaOOG+c4Yv5rL4SOECIIADOtNtwoLs34+u3LZV7q6undL7wmFN74MXAAACfuT3CZOsLayulVYmPXz2ZXLvtLV1QUAiUQSvy/Bzs5u2qefQB+qra3dl5jk5+vjYG8nlck2bvo6etcOALh8Ja+9o2PmjOkSiSR+X4Kdnd20Tz+BPyivqDiW9uOmjeuhTyCETmRk1jc0BgctYjKZJzJPmhgbjR0zBgBWha6N3b2LIIgTGZn1DY3BQYuYTOY3kVvNzQfweLwreVdHjxo5y8uTTqdDn6itrd2XmOTn6+NgbyeVyTZu+jp61w4AuHwlr72jY+aM6bW1tfsSk/x8fRzs7eAPfhfeePDg4YL5AdAnEEInMjLrGxqDgxYxmcwTmSdNjI3GjhkDAKtC18bu3kUQxImMzPqGxuCgRUwm84djaYYGBpMnuQHAmnUbtm+JYDKZoFIEQgh6mUKhkEqlbDYbACiK6unpYbPZ8L90dXVxOBySJEFJLBarq6vDn0mlUgBgMpmgJBaLORwOQRDwBz09PQwGgyRJUBKLxRwOhyAI+AOxWKyurg7vrK2t7f79+0OGDNHQ0IDeRFGIJInGlvbYI6ePnr4ikyvgX2/7mrmBsyY/ape19lCIosSPCrm2I+A19FmkBY/R0PJsc8IkeGm4/fTP3QQ6miYIUQRBAob1suKSkjM/n1sdslKdwwGAzs7OnVHRWyI2I4Q2bf7m67CwssdlZ34+tzpkpTqHAwAURW3fGeU2cbzL6NHQh1pbW6NiYr8KXmJmagpKX38TuWrlcm0+P+ngobFjxtjZ2mzfGeU2cbzL6NGgFL8vYaq7u+Ugi3v37/+SnROyYjn0ieMZmRKJJOALf5IkAeD27TtFJSUL589rbGxKOnQofOOG4xmZEokk4At/kiQB4P6DB1KpDADSfvzRY/p0l9GjSJKE3tfa2hoVE/tV8BIzU1NQ+vqbyFUrl2vz+UkHD40dM8bYyDAqJvar4CVmpqYAoFAowjdHbA4PU1NTyzh5SoPLneo+BfrE8YxMiUQS8IU/SZIAcPv2naKSkoXz5zU2NiUdOhS+ccPxjEyJRBLwhT9JkgBQ8Pvv9+49+DJwgUTyYtPmzdG7dhIEASpFIIQAU4X6+vqKigpHR0cWiwV9gqIQSRLV9c1RB06dOH8dIQT/YmOG2fyUuLFDSt0TyQCg6+EtdUsngkaDVyEAhukwGSSs2zO6s6vZ0WbK9PGrjfUsEaIIggQM6xPrwzZJuiUsFgsA+vfvv3TJ4ku//nrzZiFCaPSokZMnua0P2yTplrBYLADo37//cGen/QcO6enqgtKXgQstB1lA70tJPVogFGryeKC0Y9uWx0+eHEv7kc/XUlNTCw5afPPWrf0HDunp6oLSl4ELGXT69ymphoYGjY1NixcFGhkaQu8TiUSrQtfq6eqSJAkAEyeOn+zmlph0QCaTt7S0zP1ijr6e3qrQtXq6uiRJAsDEiePdJ08GpYgt21atWKapqQl9IiX1aIFQqMnjgdKObVseP3lyLO1HPl9LTU0tOGhx6g/HCoRCTR4PlHZs23L1Wv6VvKva2nyKQkuXLGYymdD7RCLRqtC1erq6JEkCwMSJ4ye7uSUmHZDJ5C0tLXO/mKOvp7cqdK2eri5JkgAwceL4yW5uSQcPSSSSjo7Oqe5TRo8aCapGIIQAe2fl5eUtLS2Ojo50Oh36FkVRJEmWldfsO3o+48J1hYKCfyWSJO6ej+dratxolgKA5PkDhq4JXZ0Hr2HMofXn0pvbKl/0iE0NbRFCBEEAhv3denp6EEIsFgvebxRFibu7NbhceA2KosRisYaGBvzdxN3dakwmnU6H9xtFUeLubg0uF15DLpdLpVIOhwN/N3F3txqTSafT4TUkEgmNRmMymdALCIQQYO8AIfTgwQOEkK2tLUmS8DehKIokyfqmtn1Hz6edyevqfgH/PtHrF8z9fMIDkVQkRT2N1QRJMnWN4VUIAEM2bYAGHSEEgAiCBAzDMOyfgEAIQR9qb2+n0WhcLhcAOjo66uvrBwwYwGQyAaChoaG7u3vAgAEEQUil0tLSUisrKy6XK5fLq6urBwwYAK/39OlTiqIsLS0BoKGhgcvlqqurA0BLSwudTudyuWVlZQBAkqSBgYGWllZ7e3ttbS0AsFisfv360Wg0+EvkcnlJSYmWltbAgQPhPUBRFEmSog7xsTNXkk/mVtY2wb/JRyPtM+LXiXoUD9rl8k6RrK2B3c8a/oxBggGbZsimMUgCIUQQBGAYhmH/HARCCPpKS0tLQkKCt7e3ra1ta2trcnKys7Pz7du3V6xYcffu3Zs3b5qYmIhEojlz5hw/ftzGxubGjRuLFi26fPmyubn5gAED4DXq6+tTUlK8vLwGDRoEAMePHx8yZIitrS0AXLx4kc/n29vb79ixw9XVFSFUVFQ0ZcoUuVwuFAqtrKxEIlFra+vSpUvh7fX09BQVFfXr18/IyAjeJwghgiDkcsXFq7eTT+Xm37qPEIJ/ATqNdu/idxpczo1mKZLLxU+LudbO8JImgzBg07TVSIIgEEIEQQCGYRj2T0MghKBPyGSypKQkFos1duxYW1vbc+fOmZiYODo6XrhwwcTEJCcnZ/Hixerq6vHx8QsXLvzxxx8DAwMPHDgwf/78jIwMf39/+AOKoq5du1ZVVWVvb+/k5PTDDz/U1NT4+PiYm5sDwPHjx4cMGWJrawsAFy9e5PP59vb2SUlJoaGhAPD06dPLly8PHjy4ra1t6tSpALB9+/b169eTJAn/FUVRCoUCXpJIJKWlpTY2Ntra2vC+QggRBFFZ25T6U25W9o3K2ib40O3Z9KXf9I/ut0nbZajrwQ11mxFqNEJHjWbAJtl0EiEEAARBAIZhGPYGJJIXMpmUx+OBEkVRra2tdAZDLpPBSySNps3nNzc3AwBBEByOOpvNgl5DIISgD2VlZVlZWdna2iYnJ7u5uZmZmQmFwq6uroKCgk2bNgFAamrqhAkTWltb79y5Y2ZmplAo7O3t9fX1GQwGvJSXl9fZ2Tlp0qSjR4+6uroqFIq7d+96eXnR6XQAOH78+JAhQ2xtbQHg4sWLfD7f3t4+NjbWy8tLLpcXFBTY2tqyWKzs7GxjY+P29nZjY+PZs2fD/1JfX19eXg4v0Wg0Ozs7LpcL7z0KIZIgEEL5t+7/9Ovv5y7fEnWI4QPlNmZIWtyath7Fkw55T0XpoEGWBloaBEEghAiCAAzDMOxttLa2RmzZtmnjej09PQC4cOmXqqoqLpdbU1Pb3NIik8mMDA01NXmLvwxcuCjI1sYGIaqtTdS/f/+FC+YxGQzoBQRCCPpQVlaWlZWVra1tWlraxx9/bGJiUlBQ0NPTc/PmzbVr1wJAcnLylClTjI2NAUAikZw+fXrgwIGPHj1SU1Pz8fEBpQMHDnh7e2tra5eWlj579szOzq6kpMTT0xOUMjIy7O3t7ezsAODcuXP6+vq2trY7duwYP348jUYzNTW1srISCoW1tbXjx49/8eJFamrqnDlzzMzM4ENHUYgkCblckft7ycW822cv32zv7IYPi76OZmFWHJ1OA4DyZ8/YbLaxsTFgGIZhf9XVa/m/Ffy+XrCmvqEhbs/eb77exGazASA7J7eltdVnljcoLVm6bH/Cd6D0fXIqT5Pn9flM6AUEQgj6UFZWlpWVla2t7ZUrV7hc7vDhw0+dOuXg4HD58mVfX19NTc2YmJgVK1YwGAwAOHfu3PDhw8+cORMYGPj9998HBgaCUlpa2ujRowcOHHj16lWZTNa/f/+SkhJPT09Qys3NlUqlU6dOBYCkpKTJkyfr6+snJSWFhobCS0KhsK2tberUqQDwww8/ODo6Dh48GP41EEIEQcjk8t+LyrKvF2VfL37yvA7+yawGGE9wGTLRZfA4Zzs6naZQUDQa2djY2NbWZm1tDRiGYdg7iI7dM3rUyPzrv3nMmGZrYwNK2Tm5La2tPrO8QWnJ0mX7E74Dpeqamv1JB7dGfgO9gEAIQR/KysqysrKytbV98eLF/v37dXR0uru7Fy9eXFVVdfLkSXV19f79+7u7uwNAV1fXuXPnfHx8cnJyZDJZXV3dggULQKmpqeno0aP6+voikSgwMLC6urqkpMTT0xOUJBJJQkICjUaTy+UGBgZz587t6upKSkoKDQ2Fl4RC4c8//6yjowMAPB5v/vz5NBoN/n0oCpEkAQDVdc1XhKXXbz+4evNec2sH/BPoaWuOc7Yd5mAx0WXIoP5GAIAQIggCXnrx4sXdu3dHjBgBGIZh2DtobWvb/E2ky+hRc/x84aXsnNyW1lafWd6gtGTpsv0J34GSqL09csu22Ogo6AUEQgj+Pt3d3RwOB5QoipJKpSwWC5S6uroIglBXVweAmpoafX19BoMBfyAWi9XV1eE1uru7aTSampoaYG+AQogkCFAqr274/c6j324/LC17XlZeK1co4P1AEISthamDVf+RQyydBw+ytTAlCAIAKAqRJAGvcu3aNVdXV8AwDMPeze6YOM+ZHhYWA+Gl7JzcltZWn1neoLRk6bL9Cd+B0uPHT05kngzbsA56AYEQAgz7A4pCJEmAUrekp7D0SWlZ5ePnteVVDaVllR1d3dBXOGw1m4Gm9pb97AaZ2Vma2Q/qp8FlgxJFIZIk4H+5efOmg4MDm80GDMMw7B3sjonznOlhYTEQXsrOyW1pbfWZ5Q1KS5Yu25/wHQD09PTE70t0HuY0YfzH0AsIhBBg2OtRFEWSJLzU0tbx5Hl9RU1DdX1LTUPLs8r65raOptYOUYcY/ioOi6mvqzXQzFBfR9NAR8vczMDUSHewVX8tnjq8RCFEEgS8pUePHvH5fH19fcAwDMPewe6YOM+ZHhYWA+Gl7JzcltZWn1neoLTgy8X6enqgNHr0qJkzphMEAb2AQAjB+62mpkahUJiZmREEAUo1NTUmJiYA0NbW9vz588GDB9NotNbWVgDQ1tYGrJdRFCJJAv5MKpNLXkhb2jo6xZKu7hcveqRiSQ+8CkuNwVZj8rgcNktNT5vHZjFZakz4M4QQABAEAe+mtrZWIpFYWFgAhmEY9kEgEELwHsvNza2rq9PS0pJIJN7e3gih3NzcwsJCgUAAAElJScOHD6+urvbw8EhLSwd2Z/sAAA//SURBVPP29mYymYD9rdD/DwAQkCQBr4L+DwAgkiShl3V1dT1+/NjJyQkwDMOwDwKBEIL3WHFxsYODAwDExsauXbs2NzdXLpcXFRUJBAIAOHTo0IIFC5KTkydNmvT06dOJEycChv0BQuj69evjxo0DDMMw7INAIITg/fb8+fNjx46NGjXKzc0NACiKio6OFggEAHD+/PnGxkYXF5cbN274+voCAIPBAAz7g4KCguHDhzMYDMAwDMP++QiEELz3JBLJnj17vvrqKx6PR1FUdHS0QCCAl548eVKnJJPJBgwYMHbsWMCwl+7du2doaKijowOvUV9f39bWBgAsFqt///4kScJrUBRFkmRbWxuNRuPxePAH1dXVRkZGNBoNABQKRVlZGSipq6v369cP+hZFUSRJAoZh2IeIQAjBeywzM9PDw4PBYCQkJHh7e+vr61MUFR0dLRAI4KXk5OS5c+cePnx48eLFhw8fDgwMBAx7qaqqSqFQDBgwAF4jPT1dLpfr6el1dHQ8ffp03bp1JEnCqyQlJQUFBT148IDFYpmbm8MfJCQkBAQEcLlcAJBIJFu3bp08eTJCqLKyksFgzJkzB/pQUlJSUFAQYBiGfYgIhBC8x27fvp2fn8/lcnk8nre3NwBQFBUdHS0QCEDp/v37nZ2do0aNSk1NNTIyksvln3zyCWDYSyKRqKqqavDgwfAa6enpzs7OVlZWALBnzx4/Pz8Oh5OTk9PV1TVs2DA7O7v8/PympiZDQ8PTp09PmzbN2NhYTU1NU1MzJyenq6tr2LBhdnZ2CQkJAQEBXC4XACQSSXx8vEAgAACKosLDw7dt29bc3Jybm8tgMCZPnszlcq9fv97V1SUSiT755BMej3fnzp179+7xeLzJkyeXl5draWkZGxvX1tZ2d3c3NTWJxeK2traPPvro6tWrfD5/0qRJPT092dnZHR0dH330kYmJiVAoZLFYpaWlTk5OPB4vPj5+2rRpTk5Oly5dkslkH330kbGxMWAYhn0QCIQQvN/kcrlCoVBTU4NXaWpq0tHRIUlSJpM1NjaamJgAhv2BQqEQCoVjxoyB10hPT9fR0TE2Nm5ra7t8+fKGDRvOnj07YsQIPp8fHR29efPm0NDQBQsWGBsbHzhwICQkpKCggMvlVlVVjRgxgs/nR0dHb968OSEhISAggMvlAoBEIomIiBg3bpxCoSgvL7exsZkyZUp0dPTChQu7u7vPnz+/ZMkSgUCwbNkyOp1+5swZHx+fS5cueXl5Xb16laIoCwuLgoICf3//o0ePurm5xcXFBQUFPXv27M6dO0FBQampqbNmzbp48eLw4cP79et38ODBZcuWJScnW1paOjk5ffvtt+Hh4bt37w4JCTl79qyFhYWpqen169c9PDwAwzDsg0AghADDPmjXr193cXEhSRJeJT09naIofX19Lpc7ePBgLpdbV1eXn58vFotLS0ujo6O3bt26adMmAIiKihIIBFeuXOFyuSYmJvn5+WKxuLS0NDo6OiEhISAggMvlAoBEItm9e/cXX3zx7NmzJ0+eLF68uLW1NSYmxtraGgDKy8sjIiL27NmzatUqAIiOjg4NDb127VpFRUVbW5uFhcW0adN27dq1YsWKAwcOrFy5cufOnevXr3/y5MmdO3dmzZqVkZExfPjwI0eOWFhYAEBNTc3cuXMvXLgwe/ZsPp8fHR29evXq6OhogUBQUVFx7NgxXV3dCRMmWFlZAYZh2AeBQAgBhn3QiouLBwwYoKmpCa+Snp7u7OxsZWUFL23dujUoKEhXVzcsLGzbtm27du1av349AERFRQkEgitXrnC53IsXLwYFBenq6oaFhW3bti0xMTEgIIDL5QKARCKJj48XCAQAkJGRwWazJ06cmJiYGBoaCgA3btwYOXLkli1bwsLCACA2Nnb8+PFPnjzx9va+ceNGc3PzjBkzLl682NTU1K9fv48//jgqKkogEDx58qSoqMjb2zszM9PZ2TkzM3P58uUsFqukpMTS0jI1NdXPz4/H48XExISEhERHRwsEgtLSUnNz887OzsTExIiICMAwDPsgEAghwLAPWnl5OYPBMDU1hVdJT093dna2srKClw4fPkyn0wmCKC8vDwkJSUhIWL9+PQAkJyez2WwDAwMul1tcXEyn0wmCKC8vDwkJOXr0aEBAAJfLBQCJRBIfHy8QCABAKpVu3749KCioqKiosrJSJpNZW1tPnjx506ZN5ubmL168GD58uJGR0dGjRwcOHNjd3a2mpubv79/e3h4eHr5jxw51dfWoqCiBQPDkyZOioiJvb+/MzExnZ2eJRHLp0iUtLS25XP7ll18eOHDAz8+Px+PFxMSEhISkpqay2Wxra+vs7GwjIyOCIObMmQMYhmEfBAIhBBj2QWtubm5sbLSzs4M3JhaL1dXV4T8oFAoajQZKYrFYXV0d3phUKgUAJpMJAFFRUaGhoQqFgslkAoBMJqMoSk1NDZRaW1t/+umnwMBAeD2Kol68eMHhcOBVFAoFjUaTyWQKhYLFYgGGYdiHgkAIAYZ90KRS6W+//aaurg4vWVpaamlpwd/n+PHjPj4+8Co1NTUZGRn+/v56enqAYRiG/RmBEAIM+9D19PQoFAp4SU1NjUajAYZhGPZPQyCEAMOw3lRbW9vV1TVw4EA6nS6VSktLS62srLhcrlwur66uHjBgAGAYhmFvhkAIAYZhvSY7O7uhocHIyKikpGTlypUnTpywsbG5cePGokWLLl++bG5uPmDAAMAwDMPeDIEQAgzDek1OTs6ECRNIkty3b9/cuXMzMjICAwMPHDgwf/78jIwMf39/wDAMw94YgRACDMN6WVVVVWZmZkhISHFx8Z07d8zMzBQKhb29vb6+PoPBAAzDMOzNEAghwDCsN5WVlZ05c2bRokWampqgJJFITp8+PXDgwEePHqmpqfn4+ACGYRj2BgiEEPxVcrkcAOh0OmAY9hoPHjz49ddfFy1axGaz4aVz584NHz78zJkzgYGB33//fWBgIGAYhmFvgEAIwV/yww8/PHv2jKIoU1PTRYsWwf/i6+traWkJShs2bOBwOPAf1q9fv3PnTniNzMzMadOmsVgseL0nT55UVFRMmjQJ/qyzszM3N9fMzKysrMzX1xder7Gxce7cuceOHdPV1YV3cOzYsaFDhz5//nzIkCFmZmaA/VuFh4dzOBwWiwUA8+bN09bW7urqOnfunI+PT05Ojkwmq6urW7BgAWAYhmFvgEAIwV8SHBz83Xff0Wi0kydPenl5iUSikydPampqzpw5EwCysrJEIpGXl5eWlhYoLV++PD4+Hl7Kzs6uqanR0tLy8PCQyWSZmZnq6ur5+fmrV68uKyu7f//+c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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
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"confidence": 0.9537708163261414
},
{
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{
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{
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{
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},
{
"class_name": "chemistry_structure",
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{
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{
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},
{
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"confidence": 0.0004980872035957873
},
{
"class_name": "music",
"confidence": 0.00045958245755173266
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0004568791773635894
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{
"class_name": "photograph",
"confidence": 0.0003727342700585723
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{
"class_name": "flow_chart",
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{
"class_name": "screenshot_from_computer",
"confidence": 0.00025258396635763347
},
{
"class_name": "crossword_puzzle",
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{
"class_name": "bar_chart",
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},
{
"class_name": "bar_code",
"confidence": 6.473303074017167e-05
},
{
"class_name": "geographical_map",
"confidence": 6.44368992652744e-05
},
{
"class_name": "qr_code",
"confidence": 4.82113246107474e-05
},
{
"class_name": "scatter_plot",
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},
{
"class_name": "topographical_map",
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},
{
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},
{
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}
]
}
]
},
{
"self_ref": "#/pictures/6",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::Collateral Diversification\n: chart\nChart Title: Collateral Diversification \u00b3, \u2074, \u00b9\u00b2\nY-axis: Percentage (0% to 100%)\nX-axis: Dates\n\nLegend:\n- Multifamily\n- Hospitality\n- Office\n- Mixed-use \u00b9\u2076\n- Retail\n- Land\n- Other A\n\nData Series:\n\nDate: 6/30/26\n- Multifamily: 44%\n- Hospitality: 21%\n- Office: 14%\n- Mixed-use: 11%\n- Retail: 5%\n- Land: 4%\n- Other A: 1%\n\nDate: 3/31/26\n- Multifamily: 44%\n- Hospitality: 19%\n- Office: 17%\n- Mixed-use: 10%\n- Retail: 5%\n- Land: 4%\n- Other A: 1%::>"
},
"classification": {
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{
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{
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{
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},
{
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{
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"class_name": "calendar"
},
{
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"class_name": "scatter_plot"
},
{
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},
{
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},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 5.51356151845539e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 3.161332244872028e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.3274434707000182e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 7.094845244637327e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 4.962011246334441e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 4.1011873008756083e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 2.285582390015861e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 5.008209846835143e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 3.0327929056994662e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
}
]
},
"quber__figure_job_id": "cmsgvclui00dydn01a3cobwjf",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "13c1df44-e91f-4a47-a04c-e5f6d88e3c77",
"quber__read_by": [
{
"reader": "ade",
"produced": []
},
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "3",
"kind": "footnote",
"label": "Collateral Diversification"
},
{
"marker": "4",
"kind": "footnote",
"label": "Collateral Diversification"
},
{
"marker": "12",
"kind": "footnote",
"label": "Collateral Diversification"
},
{
"marker": "16",
"kind": "footnote",
"label": "Mixed-use"
},
{
"marker": "A",
"kind": "footnote",
"label": "Other"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "See Endnotes in the Appendix."
},
{
"marker": "A",
"text": "At June 30, 2026 and March 31, 2026, approximates 1%."
}
]
},
"label": "picture",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 480.4808654785156,
"t": 477.2090759277344,
"r": 789.281005859375,
"b": 265.8441467285156,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 309.0,
"height": 211.0
},
"uri": 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"text": "\n\n<::Geographical Diversification 3, 4, 12\n\nStacked bar chart showing geographical diversification for two dates.\n\nY-axis: 0% to 100%\n\nLegend:\nCA (dark blue/grey)\nNY (light blue)\nVA / DC (dark grey)\nIL (olive green)\nGA (teal)\nTX (light grey)\nUT^B (light green)\nOther (dark blue)\n\nLeft Bar (Date: 6/30/26):\nCA: 19%\nNY: 16%\nVA / DC: 9%\nIL: 8%\nGA: 8%\nTX: 6%\nUT^B: 2% (calculated)\nOther: 32%\n\nRight Bar (Date: 3/31/26):\nCA: 22%\nNY: 15%\nVA / DC: 8%\nIL: 8%\nGA: 7%\nTX: 8%\nUT^B: 2% (calculated)\nOther: 30%\n: chart::>"
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{
"marker": "B",
"text": "At June 30, 2026 and March 31, 2026, approximates 2%."
}
]
},
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"
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{
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]
}
]
},
{
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},
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},
{
"confidence": 4.634124707081355e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 1.2021121165162185e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 604.7221069335938,
"t": 558.875846862793,
"r": 772.571533203125,
"b": 525.4322357177734,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
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]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 168.0,
"height": 34.0
},
"uri": 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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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},
{
"self_ref": "#/pictures/9",
"parent": {
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},
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"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::Q2 2026 - Loan Portfolio Activity 2, 12\n($ amounts in millions)\n\nWaterfall chart showing changes in loan portfolio activity.\n\nY-axis represents dollar amounts from $2,800 to $3,800.\n\nData points:\n- UPB 3/31/26:\n - Total Commitments: $3,710\n - Unfunded Commitments: $204\n - Value: $3,506\n- Fundings 12:\n - Increase: $8\n- Repayments 12:\n - Decrease: $21\n- Transfer to Loan Held-For-Sale:\n - Decrease: $112\n- Transfer to REO:\n - Decrease: $25\n- UPB 6/30/26:\n - Total Commitments: $3,532\n - Unfunded Commitments: $175\n - Value: $3,357\n- Pro-Forma UPB A, 12:\n - Total Commitments: $3,234\n - Unfunded Commitments: $175\n - Value: $3,059\n\nNet Change in UPB 2: ($149)\n: chart::>"
},
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{
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"class_name": "other"
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"class_name": "qr_code"
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"class_name": "music"
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{
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{
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{
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"quber__footnote_marks": [
{
"marker": "2",
"kind": "footnote",
"label": "Q2 2026 \u2013 Loan Portfolio Activity 2, 12"
},
{
"marker": "12",
"kind": "footnote",
"label": "Q2 2026 \u2013 Loan Portfolio Activity 2, 12"
},
{
"marker": "12",
"kind": "footnote",
"label": "UPB 12 3/31/26"
},
{
"marker": "12",
"kind": "footnote",
"label": "Fundings 12"
},
{
"marker": "12",
"kind": "footnote",
"label": "Repayments 12"
},
{
"marker": "12",
"kind": "footnote",
"label": "UPB 12 6/30/26"
},
{
"marker": "A",
"kind": "footnote",
"label": "Pro-Forma UPB A, 12"
},
{
"marker": "12",
"kind": "footnote",
"label": "Pro-Forma UPB A, 12"
},
{
"marker": "2",
"kind": "footnote",
"label": "Net Change in UPB 2"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "See Endnotes in the Appendix."
},
{
"marker": "",
"text": "Totals may not foot due to rounding."
},
{
"marker": "A",
"text": "Pro-forma adjustments to June 30, 2026 UPB reflect resolutions of three loans receivable held-for-investment as of June 30, 2026 totaling $298 million of UPB prior to principal charge-offs, if any."
}
]
},
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"
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},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
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"confidence": 0.9483462572097778
},
{
"class_name": "signature",
"confidence": 0.02415865659713745
},
{
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{
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{
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},
{
"class_name": "icon",
"confidence": 0.0017776667373254895
},
{
"class_name": "page_thumbnail",
"confidence": 0.0012341818073764443
},
{
"class_name": "calendar",
"confidence": 0.0011989156482741237
},
{
"class_name": "full_page_image",
"confidence": 0.0011225517373532057
},
{
"class_name": "photograph",
"confidence": 0.0008985399035736918
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0007523031672462821
},
{
"class_name": "table",
"confidence": 0.0007173427729867399
},
{
"class_name": "chemistry_structure",
"confidence": 0.0006445008330047131
},
{
"class_name": "music",
"confidence": 0.0005333839799277484
},
{
"class_name": "screenshot_from_computer",
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},
{
"class_name": "flow_chart",
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},
{
"class_name": "bar_chart",
"confidence": 0.00013268558541312814
},
{
"class_name": "geographical_map",
"confidence": 0.00010456120071467012
},
{
"class_name": "crossword_puzzle",
"confidence": 9.351297194371e-05
},
{
"class_name": "qr_code",
"confidence": 7.51880943425931e-05
},
{
"class_name": "bar_code",
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},
{
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},
{
"class_name": "topographical_map",
"confidence": 1.821406294766348e-05
},
{
"class_name": "pie_chart",
"confidence": 8.839790098136291e-06
},
{
"class_name": "box_plot",
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}
]
}
]
},
{
"self_ref": "#/pictures/13",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n- At quarter-end, total liquidity of $103 million; at July 24, 2026, total liquidity of $168 million 7\n\nTotal Available Liquidity 7\n($ amounts in millions)\n<::Total Available Liquidity 7\n($ amounts in millions)\n\nY-axis: $\n $200\n $180\n $160\n $140\n $120\n $100\n $80\n $60\n $40\n $20\n $-\n\nX-axis: Dates\n 12/31/25: Total $185 (Cash and Cash Equivalents: $173, Approved and Undrawn Credit Capacity: $12)\n 6/30/26: Total $103 (Cash and Cash Equivalents: $90, Approved and Undrawn Credit Capacity: $13)\n 7/24/26: Total $168 (Cash and Cash Equivalents: $155, Approved and Undrawn Credit Capacity: $13)\n\nLegend:\n Cash and Cash Equivalents\n Approved and Undrawn Credit Capacity 7\n: bar chart::>"
},
"classification": {
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{
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"class_name": "table"
},
{
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},
{
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},
{
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},
{
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"class_name": "calendar"
},
{
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"class_name": "screenshot_from_manual"
},
{
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"class_name": "geographical_map"
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{
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"class_name": "engineering_drawing"
},
{
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"class_name": "box_plot"
},
{
"confidence": 3.6578569506673375e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 1.1529866128512367e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.139676655270705e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 2.287377931509127e-08,
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"class_name": "topographical_map"
},
{
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"class_name": "chemistry_structure"
},
{
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"class_name": "logo"
},
{
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"class_name": "signature"
},
{
"confidence": 5.87739723556524e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 4.95973484504475e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 4.1085974622490085e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
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"class_name": "music"
},
{
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"class_name": "stamp"
},
{
"confidence": 4.841228529173236e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
}
]
},
"quber__figure_job_id": "cmsgvclpg0638fo010voanehc",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "a72a3489-1a53-4e64-8c5c-64f99bbb8eef",
"quber__read_by": [
{
"reader": "ade",
"produced": []
},
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "7",
"kind": "footnote",
"label": "at July 24, 2026, total liquidity of $168 million"
},
{
"marker": "7",
"kind": "footnote",
"label": "Total Available Liquidity"
},
{
"marker": "7",
"kind": "footnote",
"label": "Approved and Undrawn Credit Capacity"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "See Endnotes in the Appendix."
}
]
},
"label": "picture",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 115.71369171142578,
"t": 403.1492919921875,
"r": 673.9658203125,
"b": 74.91436767578125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 558.0,
"height": 328.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9687327146530151
},
{
"class_name": "signature",
"confidence": 0.01746920496225357
},
{
"class_name": "other",
"confidence": 0.0038028990384191275
},
{
"class_name": "engineering_drawing",
"confidence": 0.0018895792309194803
},
{
"class_name": "stamp",
"confidence": 0.0017007153946906328
},
{
"class_name": "line_chart",
"confidence": 0.0016765716718509793
},
{
"class_name": "icon",
"confidence": 0.0008582286536693573
},
{
"class_name": "calendar",
"confidence": 0.0006844669696874917
},
{
"class_name": "page_thumbnail",
"confidence": 0.0005384068354032934
},
{
"class_name": "table",
"confidence": 0.0004328155773691833
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00042065136949531734
},
{
"class_name": "full_page_image",
"confidence": 0.00036567324423231184
},
{
"class_name": "photograph",
"confidence": 0.0002852718171197921
},
{
"class_name": "chemistry_structure",
"confidence": 0.000258998159551993
},
{
"class_name": "music",
"confidence": 0.00022004882339388132
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.00021544232731685042
},
{
"class_name": "flow_chart",
"confidence": 0.00014677562285214663
},
{
"class_name": "bar_chart",
"confidence": 0.00010733307135524228
},
{
"class_name": "qr_code",
"confidence": 5.527547182282433e-05
},
{
"class_name": "crossword_puzzle",
"confidence": 3.993210702901706e-05
},
{
"class_name": "geographical_map",
"confidence": 3.894893961842172e-05
},
{
"class_name": "bar_code",
"confidence": 3.575240043574013e-05
},
{
"class_name": "topographical_map",
"confidence": 1.014421104628127e-05
},
{
"class_name": "scatter_plot",
"confidence": 9.03033469512593e-06
},
{
"class_name": "pie_chart",
"confidence": 4.331925538281212e-06
},
{
"class_name": "box_plot",
"confidence": 8.445205708085268e-07
}
]
}
]
},
{
"self_ref": "#/pictures/16",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::bar chart\nTitle: Q2 2026 - Financing Activity\nSubtitle: ($ amounts in millions)\nY-axis: $ (amounts in millions)\nX-axis categories:\n- UPB 3/31/26:\n - Stacked bar segments (from bottom to top):\n - $500\n - $235\n - $1,932\n - Total: $2,667\n - Top dotted segment: $233\n- Advances:\n - Value: $1\n- Repayments:\n - Value: $67\n- Net Change in UPB:\n - Value: $(66) (calculated as Advances - Repayments)\n- UPB 6/30/26:\n - Stacked bar segments (from bottom to top):\n - $500\n - $235\n - $1,866\n - Total: $2,601\n - Top dotted segment: $199\n- Pro-Forma UPB A, 12:\n - Stacked bar segments (from bottom to top):\n - $500\n - $235\n - $1,567\n - Total: $2,302\n - Top dotted segment: $199\n: bar chart::>"
},
"classification": {
"predictions": [
{
"confidence": 0.998727023601532,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
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"class_name": "line_chart"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
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"class_name": "box_plot"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 8.370814612135291e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 7.345075573539361e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 5.73612214793684e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 3.3044236715795705e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.1048792859801324e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 9.928570534611936e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 8.694997859493014e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 7.72312944263831e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 5.265079039418197e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 1.8963758918744134e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.4011874327479745e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.36413788709433e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 6.849550260312753e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 6.113930339779472e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 5.159908766927401e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 2.5676996529000462e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 1.9329036149429157e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 1.9249347005256823e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.3674038790156828e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.1094164698022269e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 9.633025044308852e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
}
]
},
"quber__figure_job_id": "cmsgvclqa00dxdn01rvuxc1ea",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "60567e0b-6124-4149-8f07-980c4ebc115b",
"quber__read_by": [
{
"reader": "ade",
"produced": []
},
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "A",
"kind": "footnote",
"label": "Pro-Forma UPB A, 12"
},
{
"marker": "12",
"kind": "section",
"label": "Pro-Forma UPB A, 12"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "Totals may not foot due to rounding."
},
{
"marker": "",
"text": "See Endnotes in the Appendix."
},
{
"marker": "A",
"text": "Pro-forma adjustments to June 30, 2026 UPB reflect deleveraging subsequent to June 30, 2026 of $299 million of UPB."
}
]
},
"label": "picture",
"prov": [
{
"page_no": 10,
"bbox": {
"l": 94.29845452308655,
"t": 419.3867790699005,
"r": 660.397702217102,
"b": 72.78569626808167,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 567.0,
"height": 348.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.998727023601532
},
{
"class_name": "line_chart",
"confidence": 0.0009212899603880942
},
{
"class_name": "table",
"confidence": 0.00027821448747999966
},
{
"class_name": "box_plot",
"confidence": 3.071354512940161e-05
},
{
"class_name": "calendar",
"confidence": 1.1896258911292534e-05
},
{
"class_name": "engineering_drawing",
"confidence": 8.370814612135291e-06
},
{
"class_name": "pie_chart",
"confidence": 7.345075573539361e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 5.73612214793684e-06
},
{
"class_name": "flow_chart",
"confidence": 3.3044236715795705e-06
},
{
"class_name": "scatter_plot",
"confidence": 2.1048792859801324e-06
},
{
"class_name": "geographical_map",
"confidence": 9.928570534611936e-07
},
{
"class_name": "other",
"confidence": 8.694997859493014e-07
},
{
"class_name": "full_page_image",
"confidence": 7.72312944263831e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 5.265079039418197e-07
},
{
"class_name": "music",
"confidence": 1.8963758918744134e-07
},
{
"class_name": "chemistry_structure",
"confidence": 1.4011874327479745e-07
},
{
"class_name": "page_thumbnail",
"confidence": 1.36413788709433e-07
},
{
"class_name": "icon",
"confidence": 6.849550260312753e-08
},
{
"class_name": "qr_code",
"confidence": 6.113930339779472e-08
},
{
"class_name": "topographical_map",
"confidence": 5.159908766927401e-08
},
{
"class_name": "logo",
"confidence": 2.5676996529000462e-08
},
{
"class_name": "photograph",
"confidence": 1.9329036149429157e-08
},
{
"class_name": "crossword_puzzle",
"confidence": 1.9249347005256823e-08
},
{
"class_name": "signature",
"confidence": 1.3674038790156828e-08
},
{
"class_name": "stamp",
"confidence": 1.1094164698022269e-08
},
{
"class_name": "bar_code",
"confidence": 9.633025044308852e-09
}
]
}
]
},
{
"self_ref": "#/pictures/17",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::bar chart titled \"Leverage Ratios 10, 11, 14\".\nY-axis represents ratio values from 1.4x to 2.8x.\nX-axis represents dates and categories.\n\nLegend:\noption Net Debt / Equity Ratio: [x]\noption Total Leverage Ratio: [x]\n\nData points:\n- Date: 9/30/25\n - Net Debt / Equity Ratio: 1.9x\n - Total Leverage Ratio: 2.4x\n- Date: 12/31/25\n - Net Debt / Equity Ratio: 1.9x\n - Total Leverage Ratio: 2.5x\n- Date: 3/31/26\n - Net Debt / Equity Ratio: 1.7x\n - Total Leverage Ratio: 2.2x\n- Date: 6/30/26\n - Net Debt / Equity Ratio: 2.0x\n - Total Leverage Ratio: 2.7x\n- Date: Pro-Forma A\n - Net Debt / Equity Ratio: 1.7x\n - Total Leverage Ratio: 2.4x\n: bar chart::>"
},
"classification": {
"predictions": [
{
"confidence": 0.9983149766921997,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.0012854068772867322,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.0002952931390609592,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 6.433918315451592e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.141257325798506e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 1.0931793440249749e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 7.944574463181198e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 3.6091782931180205e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 2.1663113329850603e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 1.1646098982964759e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 8.515089575666934e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 7.943955893097154e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 7.447242182934133e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.3449874813886709e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 8.588436628542695e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 5.941223335526047e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 1.2938683013885566e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 1.1299837510136967e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.1140361522166131e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 1.014308548263898e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 8.248142613354048e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 6.106324779153738e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 8.327047940070997e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
}
]
},
"quber__figure_job_id": "cmsgvctvz0688eq019f8lzrb2",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "9c2a49ba-4afa-4e72-8681-f9e8a1b23aaf",
"quber__read_by": [
{
"reader": "ade",
"produced": []
},
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "10",
"kind": "footnote",
"label": "Leverage Ratios"
},
{
"marker": "11",
"kind": "footnote",
"label": "Leverage Ratios"
},
{
"marker": "14",
"kind": "footnote",
"label": "Leverage Ratios"
},
{
"marker": "A",
"kind": "footnote",
"label": "Pro-Forma"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "See Endnotes in the Appendix."
},
{
"marker": "A",
"text": "Pro-forma adjustments to June 30, 2026 ratios reflect deleveraging subsequent to June 30, 2026 of $299 million of UPB and proceeds from the resolution of loans receivable"
}
]
},
"label": "picture",
"prov": [
{
"page_no": 11,
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"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
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]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
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"size": {
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"height": 270.0
},
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"
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UvZ1tFxxwO/WvDUn84794w7brrMM1nQ4Z8QgiIwUNbRwkWUUFMyNnrLnPmLl771y8funDxi0Owf//yphYvuuvWar/7bcWEuA4AkIIBTIqR/II1Lr/1h8/4Dv35kTlFxwTcvu78+uXXR7x7oW1LknMNhSKQyZuYN8zbXbVkwd1ZtTXXOpAESxCGK7My4C6+844N1O+6/6+qzTpuIbGgEVMQR0CklSmiEBnSCgyL4ByIglV+fTAZBvKoiQbE4hKQxeG7p223GnX3s8RX5NMy0ZfDMC69VVxafftJxDa2ples35+fFSgsLu3pSja2tQwckjhk1evuOXa9vWDtk4JDAGKektduIw3ETxrbs3tGezWzcuQ9etHpA38IoBg0cvG7jpo7O7rLyCoFqbGksLyyoHT02pul5aGhtf2HpO1VliVOPPzYizop7b3v9zp27yhLl0YKCfS37keo4qWZKXnGf55YtzfdiQSQwdMqYAeVlowf3587Gvef8+y07m1Kz53zrvLOOR9o55fDPEBDAAZZwFh4BTcnY6C1z5i9e+tbTj91RO2bA22sbLr3m3hFH9f/pvVcWF+WLCEBACKsEystbvOz9K26667sXfOPa73w+k3XnXT53a0Pdot/e37ek2DmHw5BIZczMG+ZtrtuyYO6s2prqnEkDJIhDFNmacp//+rWSxhOP3DJ6eJHLOUcPJA7RH1H4O1YUqCCOtAoOoLVircPHREAqvz6ZDIJ4VUWCYnEIyVzIl9//YF/WjiqrOG50f6cyyzftXLNt99C+ieOm1ix6472+fYqOHjvGd7CUD1ual63bcPL0Gd0H2tYl608/+aRiEypiT4/9y0uvHV87dnhViVPq+ddX6ryiE4+eGEj63Q07du/dc8oJxxTEPJ/SkU43NOwe2n9QJBKzVK+/vzrU0Y7mpqPHjR7ev29TW+tzb7133KSJ1X0rtDJpl92yvaEqXhZPlC5ZvWLS6HGleQXCECKkjUGY3LP/1LMu7wnVvffM/MKJU5iB0Q5HJqKIgxxgSeegAdGUjI3eMmf+K6+9/auf3Vkzqm+34W13Pr74hTfvv+v7Z50yXtJWXNxoS2Sps1mXd/MPH121bsPDD/5wUnVZT0bOveLu7Tu2vvjMvMpEoXMOhyGRypiZN8zbXLdlwdxZtTXVOZMGSBCHaMVkY9eXv31LaWHxH5+cHcTSBr5nfChjaUUF69Zv27R9N5VGL6vohJ4InRPtxJop40aMHFZJS4EWhgQEisqvTyaDIF5VkaBYHEKyx6hXV32QX1LStmvXGTOmhDCvrNxYXFLCXM/wYcNffG3Zl46f2K8wH0Yc4TRfWr+jsrxfhG7p+2vHVA+Jm9DpSEs219S877Tacf0LIzn4f1q+JhorPGXKeOU6f/f6+/0qK46bOOpA8969exvTiPqeP6SirKCweFdb96o162ccN60+ubdlf/OZJ0zbsG7tjtaOz594bNSkdjQkD+Rs6AVDEiWFfYr/9PpbUaVivm8BseHAqn7jh/bnjj1tp589sysT3n/PVV84fipDl9MOR0SIwkF0QAg6gQcRTcnY6C1z5r/62vKnHr17zJi+QrdibcMll99+7LFT5835VqH41hRmI1lIyMCsXN/w/Ssf/OzJ02++/oI8hj2hd96Vsxu21S9eOL+8NHDO4TAkUhkz84Z5m+u2LJg7q7amOmfSAAkCIKkVtyb3f+3CW8srKp57fHYQSffoaF42AmZCFcIrvvu+nz/6qz8p30cvSxDwHems8+HE3nTlxZd8+3RkxEnE6ZQCBJrKr08mgyBeVZGgWBxCott5S95ZPWLY0Potm/tX9RXl7W/vqioram5sHD62ZtHLr541Y3Lfsj5OIM5Z515ZsXHIUVU++erKjYMHVORRmjtzH7Y1n3Rc7cjSwniYyWr/2RVr4n7+aZPHO3QufH11orDw5OkTW1tbdu5rySLYtX3btNGDBg0e/MKy1T3tHZNHVe/pCtdu3H72SUdnetrWNXz4+ZOnRyW3Y09zS043NrYMLFDjx41ZvHzd4EEDivMiTkRbVxxEi/J8fri35cwvXd7SHd539/fPPmEyQ2OU4J8Q4iAK4AAn0IDTlIyN3jJn/pLX33rq0XvGje7vXDaVi11367wVK9Y//tObp46pNqE1fhbUBuquBx57/rk3HnrwztopwzyTSRn/vCtnN2yrX7xwfnlp4JzDYUikMmbmDfM2121ZMHdWbU11zqQBEgTAj6DlQOaL37zW0f/DY3f2L/e6lY6FHhiKdkZi762s27CpXmmFXpag0HOitdq1b//v/vTC9y+94OJvnS4ZJ4w6lVKAQFP59clkEMSrKhIUi0NI9hh5dfnKUWPGWnDl6vW+708ZPzqX6mpq3Dtt+jFLXlsGSu20Wt/3RLBr165NW7afPqO2rbV59bbG006eUcgwY9yy1etzJpwxeUIR4Tz13PJ3Cv38z06Z4HRmVbJ1zep1xx9bW5Yoped/uK/1rTfePPXYKZFo5JXlqwcN6Bf3JauCvU0teTTTpk5Y8s6aYf0rRlYfxUjQkg6Xvf3+8LK8mnFjFr+7vmbsyMp8X9mcFudTqD12dHTcOvvnT//htSuv+verL/kyMhnR+KccABECUNQOUDSAy5rILbcvWPL6sqcevWf8qIHOpJWXv3jp6htumXv2aSfdduN3fK9L6JyObKlvveTS6yeOH3nP7TfGItqTMG38866c3bCtfvHC+eWlgXMOhyGRypiZN8zbXLdlwdxZtTXVOZMGSBCHkOzqyX7twuu37z7w8wduO7F2aBrOFw8wQjhoxZhSBAS9BAREifMjsad///Kts++//upLLjz/NMmKSMTplAIEmsqvTyaDIF5VkaBYHEIyHdqV6zYMGDy0pLzi9WXvepRTj57cuK9p3/6myRMmdnZ3vb1mQya0ShECJzJp7NihFQUf7mrYvKfjmKkT8pBySh3oNm+9t3LE8KFDB/Qj+cba1QUqOn3MyJxnUi6yYeO2nbv3BEEeIE7ge2rU0MGNjfuc9qdMqqHNOe13dHSuWP7W1KlTQsbWv/++Mznl+aHyLCOj+xWMGFr94vL12XR3fsSjwDnbryIxcWQ1e7oP/Pp379z4owXTZ4x45IEbi6O+FYsjEtBACCitImHOGjHRKOFs1kZvuX3BktffePKxe2tGDJYwTeUdSNnvXXfv7obmB+deM3F8AtYLyYcXvPDEk8/efedlp51Y64zyYNLGO+/K2Q3b6hcvnF9eGjjncBgSqYyZecO8zXVbFsydVVtTnTNpgARxCAlrMeueR5989tWbLvvm1Rd9sSdMK+URIA5yACH4e0INOA1jmffAQ8888vNnbr3uoovOP81lnEjE6ZQCBJrKr08mgyBeVZGgWPSyQE825/sR7elMJqOdK4hEUwZGmB/RPm2noLO7JwyNUjovLy8/lheYbrGmwwV5Ee2jJ6SCRDO5nEguFvWFkU6XDYwt1n7WF1gYeB0Zlw2tdiaeH1Ga4iQMQ8/T0UhMCQAB0NOTikRjOhLNZXOpdI+zzotEdF48bjqivm7KeCaX8aAsPFB8D30Cn6melvpk5rL/+PGuxi13/vCyfzv9BJfLgoKPKEDh74kQFnSgTmVkwfxftrTsu+SicwcNGpC1/s1zHl7y+rInH7unZsRAhjkhJeIv/NMbP/rRI984/6zr/+OrUeftbGn+3hX3JYrLH7j/eyV5nnWeB5s23nlXzm7YVr944fzy0sA5h8OQSGXMzBvmba7bsmDurNqa6pxJAySIXp7vv7B01WXX3TPqqL4/m3dLVVUfEzolCqDQgSIgQPSiE8CpiF+/s+2q6x74oK7hBzdccNH5p7qMFYk6nVaAQFP59clkEMSrKhIUi14OAlK7UGA8pZQVES+kL0p7YrTkclpZKi3iU4xo47yoyxESegVEKK7bQCuJakUnaa0RStQol+ecZ5HxEctlDCJG50N5nhhIxjoDrXGQOCUaoiGWIvR8ax0oUIpKi7MAQqVjpkvDZfxCivWcoyhQrFhHzfbORrDgpw89P+/hx2umDb3/jhuG9SvL2i5CIFE4X0HwMdIKPIeI94fn35z1w4f7Jgrmz/vBiBGDU6HcPGfekteXP/XY3TWjKhHSQtEL9zf3XHTFnM6se/zh20cOKH78z0vvvefBW78/8+tfOsPksqKUD5sy3nlXzm7YVr944fzy0sA5h8OQSGXMzBvmba7bsmDurNqa6pxJAySIv9Fs7s5ee9N/vvnme1dc+uWrZn45sHQWopRVIiCFFKKXZ3Naex0I7pj3i4W/WUSrbrru/Au/9RmXCUXynMopOIGi8uuTySCIV1UkKBa9crDaie+QiigDHTEUBQUH5wAhYQirIvkSRnLdaV1olB8RSwvRDGk0Qg/MIeqUFhsqMeJ5EaURulAQakSdE0cHraA0QIZKiRMB+BFABAcRcBBFAhARkDhEAAUBRKDwEaHgIAFAsqutWXt+U0fmiuvmvPHehs9+5jO3XTdz0FGlYrroDIWEIv5KAKdjOaNfe+P9u+77z/aerh/ccOU5n/sMabKON8/5yZLX337qsbtrRlUgVA5adFqr+GNPv3Dfg49dc9VF537xsxd8f3bHgbYnH7q9X2mBdcbRi0BSxjvvytkN2+oXL5xfXho453AYEqmMmXnDvM11WxbMnVVbU50zaYAE0cu5nI5E3lm96/qb57a07rvu6gvP/fIZQUQ7mxXJEU6JJoi/InRwIGWeWPjsz554ZvKE6XUbNn/3onMuuuBklwlF8pwKFaxAUfn1yWQQxKsqEhSLQ0ju7uzZuHmnzbo2GC8aKxRVWVFcVFz0wcY6T2slTrvQ+XkjB1YM7lu8fMueQPsThgyAsdBqV1vz/v2N40aObusxG7duN7kMIc6PjRg8KB7kr9+4MWXDztB6SvKVlMTzJoweHaVoCD4l7GnpBDMuD8vXbLtt9hNb6vdNmzLqwvO/cvSkEYlCUqzAAwiARGhNw/72Z//4xsKnFznJXn7Ved845yzPGq1sxuqb5zy85PW3n/rZXTUjKxFS6DmV9lX+1p3NV10/qyA/fuZppzz40FPf+dZXL73gC5S0o3GIRIUp45131Y8a6rctXji/vDRwzuEwJFIZM/OGeZs3b11w/221E6pzJg2QID6WIyx0YuGzb9774wVpk/nSl076+lf+rXpg38B3lBydJjwQBIwxW3e3P/rLPz7/5z9MqJnwnfO/M+eH93/7W1+6+NsnS9aI5DkVKliBovLrk8kgiFdVJCgWh5Boz4XtndmubrN4xbsTasYNLymOB2xq79myY/fYMaNocp72tu1ta97bcPZZJz331prSSOT0yWMR5pznr/9wb/32+lNPOP7tVR/kwLGjhnri9rc0Zw60jxs+rCfTnXby/IptZcXxY0YNjNMmCouUAij4lLCztUOYszoUL3/9B40P/OQXy997Lx7NmzJh3InHTh41qjqSFxeICPbt27t23YY3l6/auqVh2OAh3734vDM/d5ynLGxOK5d1sZt+9PArr7391M/urBlVyVA5eqIzykWs8uY//vSjjy3Myy8tKy368d23jBhUbmzKkY5+VFwq9M696kcN9fUvLZxfXpbnnMNhSKQy5pLr522u2/zo3B/UTqjOmTRAguglcEKnxHMIXlm26r55j25Lbu9bWXbKyTMmjBs1YECVryIEAezZs2fNmjWvvrlib9P+46ePv+6aq8jYN755xcUXfP3iC05G1gjynQoVrEBR+fXJZBDEqyoSFIteonJR5bd1ym+WvHz80ZMn9i2Fy67f2byrtWf61Cme5EIdNHWn31m69OzTjl/07sbimH/GpFE6lw696MrdbTt2bP3ccdPeXLEWkeigAVU+bVFepCQWi4nR2uaUenLxxgGlJadNGuaHWeMYenDK4VPCtvZWASEaQt9Te1rb/rDojb/8+c2dyWYTZguK83XUByAiPT096XS2IlFxxmnTv/xvM8YOH6itCsVAhZoubWK33fHoa0vffXzB7PEjK2mUgzi+HOwAAAVYSURBVHYqS6e1523atvOKq2/ftafn0ou+cOV3z/VsDhSDiBBRhCmjv3X1HQ3btr3w9ENlpYFzDochkcqEl9740/qt9Q/fe/OUmiE5kwFIEL0MtaGKSFq5ULxg0/bG5/6y/MXFrzXubxLNgqIiDz5BEt3d3dlsbkT1wK9/8ZSzTjumtDzxQf2+Cy+57sLzv3bR+Z9B6EQCp4yCFSgqvz6ZDIJ4VUWCYtHLMacZae7iM6++esK0CRMq+zjIuj0dr62sK+9TFJNUTy6XgV9dUXL8xDEvvLU2iEZOnzrGz3Zn/eC9PR07tm3+4vGTW3tyGzbV2zATWtORNgPLSqeOGRFEmaP79csrBybin500jNZmEQipafEpYVtHG0RRlCJEjPK1Fb+1tWvd+rotW+vrtmztDoVKkRg0eMiIYUOnjBk5sH/C94yYkKIcCBoADt6GD7Y17W+ZVju+KB4l6IRUDkKQobHvr6k70N4zZdLo0kShck5AgQKhYI2o91Z/0NPVPePoyUHgiwj+C2KtrFy3tbura/KE0SXFcScOAEH0clCO1BISVkDPj2ZD1djY+v6a9Zu3bk8mPxR4TqC0DB02ZMyYUVMmjOmXyBMXikhHT2bFynWDB/YfMrgvnQBaKIQISOXXJ5NBEK+qSFAs/kYMGN2XVs++/MqJtePG9Ovj4G3c07F1d9Pk0cPykd28c/euvU0nzTimtKjg9Tff9Tz/pNoaz6TE89fvbN69a9sp08capzwvSgdDr7HHrXxn+ZSxIwf1LwuteXrJiqMS8c9OGkprMswH4MHiU8L29nb8IwJUVEoRSGWzOfEAHhSJRDxP02TgrAj+nogA0FpprcPQWGuVUiTRS0Q8TwNwzongcEoRgHOCf0oRVMoYSxL/PSFEaY/wnEU6EzrlCQHaaNRXGjA5OkEvz9POOieCj4mAVH59MhkE8aqKBMWilxYr9BtT+POLi0+oHTfyqHIRVbe7bde+lpOOnhRzqRRi6zZubmzcd9xxx7S1tb21av248eNKCqLW2DUbtx5VVTFyYOVb76zokyit6Fultdfa3LKjfvMJ02v7Jgqttb9csrKqJH761FEwJoeYKFFw+JSwvb0dR+CcI6m1AuCcQAQHkfivOOcAkEQvkuglh/AQHIFzDoBSCkfmnAPAQ/DfERH8FQFq7TmI0AmcEwcRCjQ0ABEhKSLoRRIfEQGp/PpkMgjiVRUJikUvWgN4HVat/WDjsMF9+5UUiqg9rV0dPZlhA6s8yRpGs8atXbumvKx8SPXgDckPkx9+aMMsydKKypoRw/OgGlvb1m+t7w4NnStWMmZYdb/KUo9WnLy9uaEkPzZmQLkSsYgIQTp8Stje3o4jEBESFIu/IgChAojDiAhJACJCEv9zJEUE/5SIkMT/jIACCCACBxBCkBAKqED8HREhiY+JgFR+fTIZBPGqigTFopdyDlAhPVEkDMUSdPAclRKj4Ry1CJVWzjpQtDJCWAGpFJ3OGS20ShnthVQC+o4KIs4SAiCnfSXWc0YLIMoRID4tbG9vx5EJIAKA6KUo+N+EgAMtYAAHaIgHKIgGNGBBh39GBKTy65PJIIhXVSQoFr0oUBCBOMCSIJWAIoDgICqIw8fEk9BRGRWBiCdZBSOkQDl4gAIIERICBVAAgQOFoihUgABCfFrY3t6OIxNAQID4K1EQ/G9CwAEOsIADPIgGFKABAhZ0+GdEQKW8+u07YrGgf1UlnMXfCBQEEAEsCZAAIRQnpEBRHCH4GB09Ax+AhyxgLUkQoghShDAEhAqAgIQFIFAUEhAISHxK2N7ejn/573R3dyul8vPzRQT/X/g/OFQU8PSMuRsAAAAASUVORK5CYII="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
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"confidence": 0.9604176878929138
},
{
"class_name": "signature",
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{
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{
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},
{
"class_name": "calendar",
"confidence": 0.0008437259239144623
},
{
"class_name": "table",
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},
{
"class_name": "page_thumbnail",
"confidence": 0.00044431546120904386
},
{
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},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0003930191742256284
},
{
"class_name": "full_page_image",
"confidence": 0.0003162945213261992
},
{
"class_name": "music",
"confidence": 0.00030370906461030245
},
{
"class_name": "photograph",
"confidence": 0.0002493767242413014
},
{
"class_name": "flow_chart",
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},
{
"class_name": "screenshot_from_computer",
"confidence": 0.00017128496256191283
},
{
"class_name": "bar_chart",
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},
{
"class_name": "crossword_puzzle",
"confidence": 6.575074803549796e-05
},
{
"class_name": "bar_code",
"confidence": 5.229394446359947e-05
},
{
"class_name": "qr_code",
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},
{
"class_name": "geographical_map",
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},
{
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},
{
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},
{
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"confidence": 4.634124707081355e-06
},
{
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}
]
}
]
},
{
"self_ref": "#/pictures/20",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::waterfall chart: This chart illustrates the change in Adjusted Book Value (BV) per Share from 12/31/25 to 6/30/26. The y-axis represents dollar values from $7.00 to $12.00.\n\nStarting point:\nAdjusted BV per Share 14: $11.33\nThis is composed of:\n- Book Value 12/31/25: $10.69\n- General CECL: $0.54\n- Depreciation/Amortization: $0.10\n\nChanges:\n- Distributable Loss Prior to Realized Gains and Losses 1, 14: +$0.12\n- Provision for CECL and Other Non-Cash Items: -$2.08\n- RSUs, Warrants, and Other: +$0.09\n\nEnding point:\nAdjusted BV per Share 14: $9.06\nThis is composed of:\n- Book Value 6/30/26: $8.58\n- General CECL: $0.35\n- Depreciation/Amortization: $0.13\n:chart::>"
},
"classification": {
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},
{
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"class_name": "table"
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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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"class_name": "full_page_image"
},
{
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"class_name": "screenshot_from_manual"
},
{
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"class_name": "flow_chart"
},
{
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"class_name": "engineering_drawing"
},
{
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"class_name": "other"
},
{
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"class_name": "geographical_map"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
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"class_name": "scatter_plot"
},
{
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"class_name": "chemistry_structure"
},
{
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"class_name": "bar_code"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
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"class_name": "signature"
},
{
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"class_name": "stamp"
},
{
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"class_name": "topographical_map"
},
{
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"class_name": "photograph"
},
{
"confidence": 4.6065668612982336e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 2.2690658241231176e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
}
]
},
"quber__figure_job_id": "cmsgvctxv00dzdn01dpiqr09w",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "b260f588-07b8-4e47-a2b3-9cf41e75f2af",
"quber__read_by": [
{
"reader": "ade",
"produced": []
},
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "14",
"kind": "section",
"label": "Adjusted BV per Share"
},
{
"marker": "1",
"kind": "section",
"label": "Distributable Loss Prior to Realized Gains and Losses"
},
{
"marker": "14",
"kind": "section",
"label": "Distributable Loss Prior to Realized Gains and Losses"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "See Endnotes in the Appendix."
},
{
"marker": "",
"text": "Totals may not foot due to rounding."
}
]
},
"label": "picture",
"prov": [
{
"page_no": 12,
"bbox": {
"l": 34.19059753417969,
"t": 460.52662658691406,
"r": 760.9519653320312,
"b": 75.24591064453125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 727.0,
"height": 386.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.9921632409095764
},
{
"class_name": "table",
"confidence": 0.007302894722670317
},
{
"class_name": "calendar",
"confidence": 0.00021074237884022295
},
{
"class_name": "line_chart",
"confidence": 0.0001921977527672425
},
{
"class_name": "pie_chart",
"confidence": 5.0283306336496025e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 3.8405327359214425e-05
},
{
"class_name": "full_page_image",
"confidence": 1.4677818398922682e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 7.920483767520636e-06
},
{
"class_name": "flow_chart",
"confidence": 6.8068125074205454e-06
},
{
"class_name": "engineering_drawing",
"confidence": 3.493209987937007e-06
},
{
"class_name": "other",
"confidence": 2.421989165668492e-06
},
{
"class_name": "geographical_map",
"confidence": 1.5464186162716942e-06
},
{
"class_name": "box_plot",
"confidence": 1.2729144600598374e-06
},
{
"class_name": "qr_code",
"confidence": 1.1195921842954704e-06
},
{
"class_name": "page_thumbnail",
"confidence": 1.059923761204118e-06
},
{
"class_name": "scatter_plot",
"confidence": 7.813547426849254e-07
},
{
"class_name": "chemistry_structure",
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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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},
{
"class_name": "chemistry_structure",
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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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},
{
"class_name": "geographical_map",
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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/22",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::Three images of different properties.\nImage 1: An aerial view of a large, rectangular building with a green rooftop garden, a river, and a bridge in the background.\nImage 2: A row of modern, multi-story residential buildings with balconies and ground-floor retail spaces, featuring trees in front and a clear sky above.\nImage 3: A tall, modern skyscraper with a glass facade, surrounded by other city buildings and distant mountains under a blue sky.\nThe properties above are not representative of all transactions.\n: collage of photos::>"
},
"classification": {
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{
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{
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},
{
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},
{
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},
{
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{
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{
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{
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"class_name": "bar_code"
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{
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"class_name": "calendar"
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{
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},
{
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{
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}
]
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"quber__footnotes": [
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"text": "The properties above are not representative of all transactions."
}
]
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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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},
{
"class_name": "qr_code",
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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": "pie_chart",
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},
{
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},
{
"class_name": "chemistry_structure",
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},
{
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},
{
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},
{
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},
{
"class_name": "box_plot",
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}
]
}
]
},
{
"self_ref": "#/pictures/23",
"parent": {
"$ref": "#/body"
},
"children": [],
"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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},
{
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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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vUtZVtHx10P/WrBM3+64Pyz7rrlCs9kQYd/QgiKwEBZRwsXUUJNydjobXPmL1n29i+fuHvyiEGzf/zzZxYuvuf26/7j304IcxkAJAEBnBIh/YNpXH79D5sPHPz1Y3OKigu+ecWD9clti3/3UN+SIuccjkAilTEzb5q3pW7rgrmzamuqcyYNkCAOU2Rnxl189V0frt/54D3XnnPGRGRDI6AijoJOKVFCIzSgExwSwT8QAan8+mQyCOJVFQmKxWEkjcELy95pM+7c40+syKdhpi2D5xa9Xl1ZfOYpJzS0plZt2JKfFystLOzqSTW2tg4dkDhu1OgdO3e/sXHdkIFDAmOcktZuIw4nTBjbsmdnezazadd+eNHqAX0Loxg0cPD6TZs7OrvLyisEqrGlsbywoHb02Jim56GhtX3RsneryhKnn3h8RJwV9/6O+l27dpclyqMFBftbDiDVcUrNlLziPi8sX5bvxYJIYOiUMQPKy0YP7s9djfvO+8/bdjWlZs/51gXnnIi0c8rhnyEggAMs4Sw8ApqSsdHb5sxfsuztZ5+4q3bMgHfWNVx+3f0jjun/0/uvLi7KFxGAgBBWCZSXt2T5B1fdcs93L/rG9d/5YibrLrhy7raGusW/fbBvSbFzDkcgkcqYmTfN21K3dcHcWbU11TmTBkgQhymyNeW++PXrJY2nHrtt9PAil3OOHkgcpj+m8HesKFBBHGkVHEBrxVqHT4iAVH59MhkE8aqKBMXiMJK5kK988OH+rB1VVnHC6P5OZVZs3rV2+56hfRMnTK1Z/Ob7ffsUHTt2jO9gKR+1NC9fv/HU6TO6D7atT9afeeopxSZUxN4e+5eXXz+xduzwqhKn1ItvrNJ5RScfOzGQ9Hsbd+7Zt/e0k44riHk+pSOdbmjYM7T/oEgkZqne+GBNqKMdzU3Hjhs9vH/fprbWF95+/4RJE6v7Vmhl0i67dUdDVbwsnihdumblpNHjSvMKhCFESBuDMLn3wOnnXNkTqvvvm/nvJ09hBkY7HJ2IIg5xgCWdgwZEUzI2etuc+a++/s6vfnZ3zai+3YZ33P3kkkVvPXjP9885bbykrbi40ZbIUmezLu/WHz6+ev3GRx/+4aTqsp6MnH/VvTt2bnvpuXmViULnHI5AIpUxM2+at6Vu64K5s2prqnMmDZAgDtOKycaur3z7ttLC4j8+PTuIpQ18z/hQxtKKCtZv2L55xx4qjV5W0Qk9ETon2ok1U8aNGDmskpYCLQwJCBSVX59MBkG8qiJBsTiMZI9Rr63+ML+kpG337rNmTAlhXl21qbikhLme4cOGv/T68i+fOLFfYT6MOMJpvrxhZ2V5vwjdsg/WjakeEjeh05GWbK6pef8ZteP6F0Zy8P+0Ym00VnjalPHKdf7ujQ/6VVacMHHUweZ9+/Y1phH1PX9IRVlBYfHutu7VazfMOGFafXJfy4Hms0+atnH9up2tHV88+fioSe1sSB7M2dALhiRKCvsU/+mNt6NKxXzfAmLDgVX9xg/tz5172848d2ZXJnzwvmv+/cSpDF1OOxwVIQqH0AEh6AQeRDQlY6O3zZn/2usrnnn83jFj+grdynUNl1155/HHT50351uF4ltTmI1kISEDs2pDw/evfvjzp06/9caL8hj2hN4FV89u2F6/ZOH88tLAOYcjkEhlzMyb5m2p27pg7qzamuqcSQMkCICkVtyWPPC1i28vr6h44cnZQSTdo6N52QiYCVUIr/jeB37++K/+pHwfvSxBwHeks86HE3vL1Zde9u0zkREnEadTChBoKr8+mQyCeFVFgmJxGIlu5y19d82IYUPrt27pX9VXlHegvauqrKi5sXH42JrFr7x2zozJfcv6OIE4Z517deWmIcdU+eRrqzYNHlCRR2nuzH3U1nzKCbUjSwvjYSar/edXro37+WdMHu/QufCNNYnCwlOnT2xtbdm1vyWLYPeO7dNGDxo0ePCi5Wt62jsmj6re2xWu27Tj3FOOzfS0rW/46IunTo9Kbufe5pacbmxsGVigxo8bs2TF+sGDBhTnRZyItq44iBbl+fxoX8vZX76ypTt84N7vn3vSZIbGKME/IcQhFMABTqABpykZG71tzvylb7z9zOP3jRvd37lsKhe74fZ5K1duePKnt04dU21Ca/wsqA3UPQ898eILbz7y8N21U4Z5JpMy/gVXz27YXr9k4fzy0sA5hyOQSGXMzJvmbanbumDurNqa6pxJAyQIgB9Dy8HMl755vaP/hyfu7l/udSsdCz0wFO2MxN5fVbdxc73SCr0sQaHnRGu1e/+B3/1p0fcvv+jSb50pGSeMOpVSgEBT+fXJZBDEqyoSFIvDSPYYeW3FqlFjxlpw1ZoNvu9PGT86l+pqatw3bfpxS19fDkrttFrf90Swe/fuzVt3nDmjtq21ec32xjNOnVHIMGPc8jUbciacMXlCEeE89cKKdwv9/M9PmeB0ZnWyde2a9SceX1uWKKXnf7S/9e033zr9+CmRaOTVFWsGDegX9yWrgn1NLXk006ZOWPru2mH9K0ZWH8NI0JIOl7/zwfCyvJpxY5a8t6Fm7MjKfF/ZnBbnU6g9dnR03D7758/+4fWrr/nPay/7CjIZ0finHAARAlDUDlA0gMuayG13Llj6xvJnHr9v/KiBzqSVl79k2Zqbbpt77hmn3HHzd3yvS+icjmytb73s8hsnjh953503xyLakzBt/Auunt2wvX7JwvnlpYFzDkcgkcqYmTfN21K3dcHcWbU11TmTBkgQh5Hs6sl+7eIbd+w5+POH7ji5dmgazhcPMEI4aMWYUgQEvQQERInzI7Fnf//K7bMfvPHayy6+8AzJikjE6ZQCBJrKr08mgyBeVZGgWBxGMh3aVes3Dhg8tKS84o3l73mU04+d3Li/af+BpskTJnZ2d72zdmMmtEoRAicyaezYoRUFH+1u2LK347ipE/KQckod7DZvv79qxPChQwf0I/nmujUFKjp9zMicZ1IusnHT9l179gZBHiBO4Htq1NDBjY37nfanTKqhzTntd3R0rlzx9tSpU0LGNnzwgTM55fmh8iwjo/sVjBha/dKKDdl0d37Eo8A5268iMXFkNXu6D/76d+/e/KMF02eMeOyhm4ujvhWLoxLQQAgorSJhzhox0SjhbNZGb7tzwdI33nz6iftrRgyWME3lHUzZ791w/56G5ofnXjdxfALWC8lHFyx66unn7737ijNOrnVGeTBp411w9eyG7fVLFs4vLw2cczgCiVTGzLxp3pa6rQvmzqqtqc6ZNECCOIyEtZh13+NPP//aLVd889pLvtQTppXyCBCHOIAQ/D2hBpyGscx76JHnHvv5c7ffcMklF57hMk4k4nRKAQJN5dcnk0EQr6pIUCx6WaAnm/P9iPZ0JpPRzhVEoikDI8yPaJ+2U9DZ3ROGRimdl5eXH8sLTLdY0+GCvIj20RNSQaKZXE4kF4v6wkinywbGFms/6wssDLyOjMuGVjsTz48oTXEShqHn6WgkpgSAAOjpSUWiMR2J5rK5VLrHWedFIjovHjcdUV83ZTyTy3hQFh4ovoc+gc9UT0t9MnPFf/14d+PWu394xb+deZLLZUHBxxSg8PdECAs6UKcysmD+L1ta9l92yfmDBg3IWv/WOY8ufWP500/cVzNiIMOckBLxF/7pzR/96LFvXHjOjf/1H1Hn7Wpp/t5VDySKyx968HsleZ51ngebNt4FV89u2F6/ZOH88tLAOYcjkEhlzMyb5m2p27pg7qzamuqcSQMkiF6e7y9atvqKG+4bdUzfn827raqqjwmdEgVQ6EARECB60QngVMSv39V2zQ0PfVjX8IObLrrkwtNdxopEnU4rQKCp/PpkMgjiVRUJikUvBwGpXSgwnlLKiogX0helPTFacjmtLJUW8SlGtHFe1OUICb0CIhTXbaCVRLWik7TWCCVqlMtzzrPI+IjlMgYRo/OhPE8MJGOdgdY4RJwSDdEQSxF6vrUOFChFpcVZAKHSMdOl4TJ+IcV6zlEUKFaso2Z7ZyNY8NNHXpz36JM104Y+eNdNw/qVZW0XIZAonK8g+ARpBZ5DxPvDi2/N+uGjfRMF8+f9YMSIwalQbp0zb+kbK5554t6aUZUIaaHohQeaey65ak5n1j356J0jBxQ/+edl99/38O3fn/n1L59lcllRyodNGe+Cq2c3bK9fsnB+eWngnMMRSKQyZuZN87bUbV0wd1ZtTXXOpAESxN9oNndnr7/lv9966/2rLv/KNTO/Elg6C1HKKhGQQgrRy7M5rb0OBHfN+8XC3yymVbfccOHF3/qcy4QieU7lFJxAUfn1yWQQxKsqEhSLXjlY7cR3SEWUgY4YioKCg3OAkDCEVZF8CSO57rQuNMqPiKWFaIY0GqEH5hB1SosNlRjxvIjSCF0oCDWizomjg1ZQGiBDpcSJAPwYIIJDCDiIIgGICEgcJoCCACJQ+JhQcIgAINnV1qw9v6kjc9UNc958f+PnP/e5O26YOeiYUjFddIZCQhF/JYDTsZzRr7/5wT0P/Hd7T9cPbrr6vC98jjRZx1vn/GTpG+8888S9NaMqECoHLTqtVfyJZxc98PAT111zyflf+vxF35/dcbDt6Ufu7FdaYJ1x9CKQlPEuuHp2w/b6JQvnl5cGzjkcgUQqY2beNG9L3dYFc2fV1lTnTBogQfRyLqcjkXfX7L7x1rktrftvuPbi879yVhDRzmZFcoRTognirwgdHEyZpxY+/7Onnps8YXrdxi3fveS8Sy461WVCkTynQgUrUFR+fTIZBPGqigTF4jCSezp7Nm3ZZbOuDcaLxgpFVVYUFxUXfbipztNaidMudH7eyIEVg/sWr9i6N9D+hCEDYCy02t3WfOBA47iRo9t6zKZtO0wuQ4jzYyMGD4oH+Rs2bUrZsDO0npJ8JSXxvAmjR0cpGoLPCHtaOsGMy8OKtdvvmP3U1vr906aMuvjCrx47aUSikBQr8AACIBFa03Cg/fk/vrnw2cVOsldec8E3zjvHs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"
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"
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"text": "\n\n<::Repurchase agreements and term participation facility\nDebt related to real estate owned hotel portfolio\nSecured term loan\nPortion of repurchase agreements secured by multifamily REO assets\n: legend::>"
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{
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