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"orig": "This presentation contains forward-looking statements within the meaning of Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended, which reflect the current views of Lument Finance Trust, Inc. (NYSE: LFT) ('LFT,' the 'Company,' 'we,' 'our,' or 'us') with respect to, among other things, the Company's operations and financial performance. You can identify these forward-looking statements by the use of words such as 'outlook,' 'indicator,' 'believes,' 'expects,' 'potential,' 'continues,' 'may,' 'will,' 'should,' 'seeks,' 'approximately,' 'predicts,' 'projects,' 'intends,' 'plans,' 'estimates,' or 'anticipates,' or the negative version of these words or other comparable words or other statements that do not relate strictly to historical or factual matters. Such forward-looking statements are subject to various risks and uncertainties. Accordingly, there are or will be important factors that could cause actual outcomes or results to differ materially from those indicated in these statements. The Company believes these factors include but are not limited to those described under the section entitled 'Risk Factors' in its Annual Report on Form 10-K for the year ended December 31, 2025 and Part II, Item 1A 'Risk Factors' in the Company's Quarterly Report on Form 10-Q for the quarter ended June 30, 2026, which are available on the SEC's website at www.sec.gov, and/or as disclosed in any subsequent filings. These factors should not be construed as exhaustive and should be read in conjunction with the other cautionary statements that are included in this presentation and in the filings. The forward-looking statements contained in this presentation speak only as of August 13 th , 2026. The Company assumes no obligation to update or supplement forward-looking statements that become untrue because of subsequent events or circumstances.",
"text": "This presentation contains forward-looking statements within the meaning of Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended, which reflect the current views of Lument Finance Trust, Inc. (NYSE: LFT) ('LFT,' the 'Company,' 'we,' 'our,' or 'us') with respect to, among other things, the Company's operations and financial performance. You can identify these forward-looking statements by the use of words such as 'outlook,' 'indicator,' 'believes,' 'expects,' 'potential,' 'continues,' 'may,' 'will,' 'should,' 'seeks,' 'approximately,' 'predicts,' 'projects,' 'intends,' 'plans,' 'estimates,' or 'anticipates,' or the negative version of these words or other comparable words or other statements that do not relate strictly to historical or factual matters. Such forward-looking statements are subject to various risks and uncertainties. Accordingly, there are or will be important factors that could cause actual outcomes or results to differ materially from those indicated in these statements. The Company believes these factors include but are not limited to those described under the section entitled 'Risk Factors' in its Annual Report on Form 10-K for the year ended December 31, 2025 and Part II, Item 1A 'Risk Factors' in the Company's Quarterly Report on Form 10-Q for the quarter ended June 30, 2026, which are available on the SEC's website at www.sec.gov, and/or as disclosed in any subsequent filings. These factors should not be construed as exhaustive and should be read in conjunction with the other cautionary statements that are included in this presentation and in the filings. The forward-looking statements contained in this presentation speak only as of August 13 th , 2026. The Company assumes no obligation to update or supplement forward-looking statements that become untrue because of subsequent events or circumstances."
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"orig": "(1) See Appendix for detailed consolidated balance sheet, including the Company's consolidated variable interest entities ('VIEs').",
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"orig": "(4) Outstanding principal amount of investment grade notes issued by LMNT 2025-FL3 is $585.0 million. The unpaid principal balance of the credit facility is $50.0 million. For GAAP purposes, these liabilities are carried at their outstanding unpaid principal balance, net of any unamortized discounts and debt issuance costs.",
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"orig": "\u00b7 On June 30, 2026, the Company owned a portfolio of floating-rate CRE loans with a carrying value of $1.0 billion. 91.7% (1) of the portfolio was invested in loans collateralized by multifamily assets.",
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"text": "'Distributable Earnings' is a non-GAAP measure, which we define as GAAP net income (loss) attributable to holders' of common stock, or, without duplication, owners of the Company's subsidiaries, computed in accordance with GAAP, including realized losses not otherwise included in GAAP net income (loss) and excluding (i) non-cash equity compensation, (ii) depreciation and amortization, (iii) any unrealized gains or losses or other similar non-cash items that are included in net income for that applicable reporting period, regardless of whether such items are included in other comprehensive income (loss) or net income (loss), and (iv) one-time events pursuant to changes in GAAP and certain material non-cash income or expense items after discussions with the Company's board of directors and approved by a majority of the Company's independent directors. We also add back one-time charges such as acquisition costs and one-time gains/losses on the early extinguishment of debt and redemption of preferred stock. Distributable Earnings mirrors how we calculate Core Earnings pursuant to the terms of our management agreement between our Manager and us, or our Management Agreement, for purposes of calculating the incentive fee payable to our Manager. While Distributable Earnings excludes the impact of any unrealized provisions for credit losses, any loan losses are charged off and realized through Distributable Earnings when deemed non-recoverable. Non-recoverability is determined (i) upon the resolution of a loan (i.e. when the loan is repaid, fully or partially, or in the case of foreclosures, when the underlying asset is sold), or (ii) with respect to any amount due under any loan, when such amount is determined to be non-collectible."
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"text": "We believe that Distributable Earnings provides meaningful information to consider in addition to our net income (loss) and cash flows from operating activities determined in accordance with GAAP. We believe Distributable Earnings is a useful financial metric for existing and potential future holders of our common stock as historically, over time, Distributable Earnings has been a strong indicator of our dividends per share. As a REIT, we generally must distribute annually at least 90% of our taxable income, subject to certain adjustments, and therefore we believe our dividends are one of the principal reasons stockholders may invest in our common stock. Refer to Note 16 to our consolidated financial statements for further discussion of our distribution requirements as a REIT. Furthermore, Distributable Earnings help us to evaluate our performance excluding the effects of certain transactions and GAAP adjustments that we believe are not necessarily indicative of our current loan portfolio and operations and is a performance metric we consider when declaring our dividends."
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9x1iaxCCwM8PK9L0ltKzYnxcTAsNbV160wlhBC/gLeVFGavNsAI8Xi8CUtXHDveiRATpNUcqa+JioyA89pp31u8ZYdapWJZdk+5ZUHCXAhYS1tHujG/2+GUZdm4avn2jRvqDzauyd8gCAIWxbSUhbuf3coyDAw4+Nnh9IceIYRgLK5atmTnto3djp45i9K8Pj8WcFFBtjkvCwLW53LrkvUOZy/DMACg4DiEEAwBY7xza6n+vmS4QPUNjZk5JkmWBYxNucbiglxZlp94avvuP72mUiplWR4TEmx/duvdc+fAAJfbPW+JobPrFKU0Nia6trpSpVTCxWlqOZqSYRQwFkXJkJZqK9sEQ0CUUqvN3tzaXlVhhUvJw/O6JL2l1JwYHwfDUlNbt85UQgjxC3hbSWH2agOMEI/Hm7B0xbHjnQgxQVrNkfqaqMgIOK+d9r3FW3aoVSqWZfeUWxYkzIWAtbR1pBvzux1OWZaNq5Zv37jB7xfW5Jvf+7BBwXEatfrPLz47d9btAOAXhNV55gMfNnAcGxYWWv3iH2+75aZuR8+cRWlenx8LuKgg25yXBQHrc7l1yXqHs5dhGACQCQFKYQgY4xesT2ekLYYLVN/QmJljkmRZwNiUaywuyAWAbkfPqpzH/9n0jVKpFCVp2tVXVe9+7tqpVwOAy+2et8TQ2XWKUhobE11bXalSKuHiNLUcTckwChiLomRIS7WVbYIhIEqp1WZvbm2vqrDCsBBZZBgOEIJBlBIqY4ZTwzk8PK9L0ltKzYnxcTAsNbV160wlhBC/gLeVFGavNsAI8Xi8CUtXHDveiRATpNUcqa+JioyA89pp31u8ZYdapWJZdk+5ZUHCXAhYS1tHujG/2+GUZdm4avn2jRsAoPaDhjXrCwFAwPj+lIX2Z7YwDPPRp4cycx/3C1gUxeVLU21lGzmW7Xb0zFmU5vX5sYCLCrLNeVkQsD6XW5esdzh7GYYBAJZlGMTAEDDG5dtK9felwAWqb2jMzDFJsixgbMo1FhfkwoAvv27Wr13v7u9nWVYQhNSFiS9Yn9Zq1S63e94SQ2fXKUppbEx0bXWlSqmEi9PUcjQlwyhgLIqSIS3VVrYJhoAopVabvbm1varCCufw9ztk7NWGXY0YFgZg/uxPxz5GDDNu2t2cagwAEBn3ttWe/q5OM3bKlbevVQZFAgD2nv73J1vdjn9FTJ139ew8Tj0GBnh4Xpekt5SaE+PjYFhqauvWmUoIIX4BbyspzF5tgBHi8Xjn3Wf44ccTCDFBWs2R+pqoyAg4L1vln4qe3q5WqViW3VNuWZAwFwLW0taRbszvdjhlWTauWr594wYAwKK43Lj+YOMXHMeplNy+Pbtm3RqbkfXoex8eVCoUGo1m/1923xQ9HQC6HT1zFqV5fX4s4KKCbHNeFgSsz+XWJesdzl6EUHCQ9tmniyeNjyKUwq8hhF479arIcRFwgeobGjNzTJIsCxibco3FBbkwaO9rb5o3WwghCCEsir8vyH482+hy989bktHZdYpSGhsTXVtdqVIq4eI0tRxNyTAKGIuiZEhLtZVtgiEgSqnVZm9uba+qsMIgCfMnv9oj8mcir18UeuWt8DNKu76qOnPsIwA0fsb946NTAcDTc/S7j0oJ9hIqT7jxgcm3rwWAziMvdh7ZzbAclcXf3LN13PULYICH53VJekupOTE+DoalprZunamEEOIX8LaSwuzVBhghAsaLVzz05dfNDMsGaTRf1L05ISoShkYpNW+27N5brVQqWJbdU25ZkDAXAtbS1pFuzO92OGVZNq5avn3jBhiwv/7jtY88IctEksTl96Xo70t+MOcxn1/Aopi6cP5e23aEEAB0O3rmLErz+vxYwEUF2ea8LAhYn8utS9Y7nL0AEBEe9uUHb4cEB8FIq29ozMwxSbIsYGzKNRYX5MIgv1944inLK9VvqlRKQohWo36l3DpnZuycRWmdXacopbEx0bXVlSqlEi5OU8vRlAyjgLEoSoa0VFvZJhgCopRabfbm1vaqCisMkgTPiS/tkuCOmJYQfrUOACilJ/7+Yt+JQwAQOT154k3LAKDf0fzdR5uo5CdEipqeMmV2LgAc//yPJ7/ey7BKWfRdl/j0+BtSYICH53VJekupOTE+DoalprZunamEEOIX8LaSwuzVBhghhNLfrTe/feADBccpFYq3qp6fGXszDE2SpHvSHmw+2sYwjFqtqq2uvOmG30DAWto60o353Q6nLMvGVcu3b9wAA3w+/6qcxz/45DMFxwUHB4WGhJzq6SGEqtWqvbbtCbo5MKDb0TNnUZrX58cCLirINudlQcD6XG5dst7h7AWAiPCwQwf2hY8NhZFW39CYmWOSZFnA2JRrLC7IhXOc7XMtW5v3j6ZvlAqFgHHsjdFlG805haU//NhFKY2Nia6trlQplXBxmlqOpmQYBYxFUTKkpdrKNsEQEKXUarM3t7ZXVVjh/6KU7zsuY14bfg2r0MAA39njvd/VM6wqanqSMmgcABDJf7Lp1TPHPlKFXHHVrHXasKkAwJ89/v1HG319nSHjY65NKFYGjYMBHp7XJektpebE+DgYlpraunWmEkKIX8DbSgqzVxtg5Dy1w7a9wq5RqbAoZq9Z8Yeix2Box090xadm8D4foXRiVOSn774WNjYUAtbS1pFuzO92OGVZNq5avn3jBhi0v/7jNXlmxCA6gGEYv4DvnX/XKzstarUKBnQ7euYsSvP6/FjARQXZ5rwsCFify61L1jucvQAQER526MC+8LGhMNLqGxozc0ySLAsYm3KNxQW58EuH//H179abe07/xLGsLMsxM244ecpxts8lyyQ2Jrq2ulKlVMLFaWo5mpJhFDAWRcmQlmor2wRDQJRSq83e3NpeVWGFC0cplbCbZTUMp4RBMuZl7OU0oQyrhEEentcl6S2l5sT4OBiWmtq6daYSQohfwNtKCrNXG2DkfNjw2apckyhJRJYnTRj/mn3njOnXwa+RJOmxki1/er1GoVAIGKcunP/yzjKOZSFgLW0d6cb8bodTlmXjquXbN26AQQLGqQbjl03fKDgOACilLMv+adeO+XfdCYO6HT1zFqV5fX4s4KKCbHNeFgSsz+XWJesdzl4AiAgPO3RgX/jYUBhp9Q2NmTkmSZYFjE25xuKCXPgvu6tee+Kp7SzLIIRkWWZZFgAkSY6Nia6trlQplXBxmlqOpmQYBYxFUTKkpdrKNsEQEKXUarM3t7ZXVVjhUvLwvC5Jbyk1J8bHwbDU1NatM5UQQvwCtm4uemilHkaOy+0xPPxI4xdfqlUqLIqzb4vd+qTp5hk3wC9hUbS9VLWj4iUsioAQUPrijj8sTV4AF6KlrSPdmN/tcMqybFy1fPvGDXCOfe8cyHqsmGUZhBAWxYS42a9XlrMsC4O6HT1zFqV5fX4s4KKCbHNeFgSsz+XWJesdzl4AiAgP+/LDv4UEaWGk1Tc0ZuaYJFkWMDblGosLcuG/YCxmF5a+8U6tWqWCQZIkx8ZE11ZXqpRKuDhNLUdTMowCxqIoGdJSbWWbYAiIUmq12Ztb26sqrDA8FADBuSghktCn0ITDOTw8r0vSW0rNifFxMCw1tXXrTCWEECxKWQ+m65fcC7+GEDo+ctzkKybCBar94OO1jxRJksQwDMZi1LiIjPtT7rpzVtS4cJZlvTz/44mTr775zsHPvkAIMQzj9wtpqQt3bt0YpNXAhWhp60g35nc7nLIsG1ct375xA5zD3e9Zue6xg58fVnCcUqnYU25dkKCDc3Q7euYsSvP6/FjARQXZ5rwsCFify61L1jucvQAwNnRM1a4d4WNDKaUwNIZhJk+aqNGoIWD1DY2ZOSZJlgWMTbnG4oJc+DU/dHatePjRox3fKxUKGCBJcmxMdG11pUqphIvT1HI0JcMoYCyKkiEt1Va2CYaAKKVWm725tb2qwgrnJYs+V/dXnCIoZGIMQgz8Bz3bebi/u0mhHTc+OpXh1AAgY/7EP17ie9vGXq2bcGMawypggIfndUl6S6k5MT4OhqWmtm6dqYQQghBSKDitRgu/BmO8dsWy4sdy4QIRQrY+9/wzz78MQDmOI4RIkqTRqMdFhLMsy3t9p8+coRQUCo5SKmB86803vrLTMmXyFXCBWto60o353Q6nLMvGVcu3b9wAv/TW/rqSbc9ijHWzZ5ZvLdVqNXCObkfPnEVpXp8fC7ioINuclwUB63O5dcl6h7OXYRjEoMjwcE7BAYWhEEKCgzS2sk2xN82AgNU3NGbmmCRZFjA25RqLC3JhCJ8ePrIy+zEv72MZBgAkSY6Nia6trlQplXBxmlqOpmQYBYxFUTKkpdrKNsEQEKXUarM3t7ZXVVjhvPp7vnW0vMkw3IQYfVDENAAQ+TOdf9/l6zvBMIpJsSvHXnUHAJz98fNjDVspkRhOfV3i5pAJMTDAw/O6JL2l1JwYHwfDUlNb9/DjTxJCEEKUUkIp/BpBwHlrV259shAuHKH0xT2vPvfCKz2nT3MsyzAMpZQQQgEQQgzDAKWyLCOEFs2P37zh0WumTIYL19LWkW7M73Y4ZVk2rlq+feMG+CUK0N/fTymoVEq1SgW/1O3ombMozevzYwEXFWSb87IgYH0uty5Z73D2MgxDKZVlQoHC0AghY4KDXq+0zbotFgJW39CYmWOSZFnA2JRrLC7IhaH98cVXnn52FwJACEmSHBsTXVtdqVIq4eI0tRxNyTAKGIuiZEhLtZVtgiEgSqnVZm9uba+qsMJ58WeP93xbw7CK8TOWqsdMAgBZ8nV9Wdnf8y2nCJo886GgyOsBoN/R8v1HpbLQrwyZeO3dpdrwa2CAh+d1SXpLqTkxPg6G5a397z/8+JOEEIQQDE0QcO7alVuKTTBc/2z+9q9vvVt3sPGns32CIBBCKACDEMdxwUHaG2+4/oHUe1MX3h0SHAzD8k1r+7I1uScdTlmWsx7MeOapIrgQ3Y6emYlLPD4/FvCTj+c+kb8OAtbncs9eeP8pZy/DMBAAQsiY4KDXK22zbouFgNUd/HTlwwWiLAsYb1ifVfL4ehial/flbdi4790DHMdJkvzbm2fUvb5HpVTCxfn6m2/v1a/xYyyK0soHFj9vfRqGgCilVpu9ubW9qsIK/wsq+vsRw3LKIBjkd510df9THTJpzJW3IfgPSumZYwf7e1rCrpodeuXtMMjD87okvaXUnBgfB8Py7+M/ftx4mFKKAMHQJFm+ecYNc2b+Fi6Oy93f/v2xf7W0nnW5ZFnWqjXTpk65JSZ6fOQ4BcfBRejp/en1v9X293soJbfdErMgYS5ciH6PZ3fVa6IoSpJ815136GbdDgHz+wX7n//q8XgQYiAAlBKVSrVs8b1XTpoIAfv+hx/f2v8+IUSSZd2s2+6aMwvOq/f0T396vQaLIiF00oSolcvuY1kWLs6pnt4/v1Ej/4yQm2dMT77nbhgCopRabfbm1vaqCitcSh6e1yXpLaXmxPg4GDXqsoEopVabvbm1varCCpeSh+d1SXpLqTkxPg5GjbpsIEqp1WZvbm2vqrDCpeTheV2S3lJqToyPg1GjLhuIUmq12VvaOvbYtsOlhEXxjnuWWkrNifFxMGrUZQNRSp/ZVfnSX15PTpxHKYVLBIHfL7y5v25v+fbEeXEwatRlA1FKD372xdvv1csyQQguHQpUqVA8tCp9+nXTYNSoy8b/AD/b6ZgEzTK9AAAAAElFTkSuQmCC"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.957286536693573
},
{
"class_name": "icon",
"confidence": 0.025415990501642227
},
{
"class_name": "other",
"confidence": 0.004301467444747686
},
{
"class_name": "stamp",
"confidence": 0.0030425619333982468
},
{
"class_name": "bar_chart",
"confidence": 0.002179640345275402
},
{
"class_name": "calendar",
"confidence": 0.0015057220589369535
},
{
"class_name": "engineering_drawing",
"confidence": 0.001225429936312139
},
{
"class_name": "bar_code",
"confidence": 0.0011389495339244604
},
{
"class_name": "music",
"confidence": 0.0005532046779990196
},
{
"class_name": "page_thumbnail",
"confidence": 0.0005404914845712483
},
{
"class_name": "photograph",
"confidence": 0.00046187566476874053
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},
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"description": {
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"text": "\n\n<::\nChart 1: Distributable Earnings(1) & Dividends Per Share of Common Stock\nType: Bar chart\nX-axis: Quarter\nY-axis: Amount in dollars\nLegend: Distributable Earnings (dark bar), Dividends (gold bar)\nData:\n- Q3 2025: Distributable Earnings: $0.02, Dividends: $0.04\n- Q4 2025: Distributable Earnings: $0.00, Dividends: $0.04\n- Q1 2026: Distributable Earnings: $0.02, Dividends: $0.04\n- Q2 2026: Distributable Earnings: -$0.10, Dividends: $0.04\n\nChart 2: Book Value Per Share of Common Stock(2)\nType: Bar chart\nX-axis: Quarter\nY-axis: Amount in dollars\nData:\n- Q3 2025: $3.25\n- Q4 2025: $3.03\n- Q1 2026: $2.97\n- Q2 2026: $2.76\n: chart::>"
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{
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{
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},
{
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},
{
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},
{
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},
{
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{
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},
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},
{
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},
{
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"created_by": "DocumentPictureClassifier",
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 3.269948365414166e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.4396042047337687e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
}
]
},
"quber__figure_job_id": "cmss6gwom09srbk01chh1m4u0",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "6dcc0f03-bd5a-4433-9a89-26de0425337e",
"quber__read_by": [
{
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"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "1",
"kind": "footnote",
"label": "Distributable Earnings(1) & Dividends Per Share of Common Stock"
},
{
"marker": "2",
"kind": "footnote",
"label": "Book Value Per Share of Common Stock(2)"
}
],
"quber__footnotes": [
{
"marker": "1",
"text": "See Appendix for definition of Distributable Earnings and for reconciliation of GAAP net income to Distributable Earnings."
},
{
"marker": "2",
"text": "See Appendix for definition of Book Value Per Share of Common Stock."
}
]
},
"label": "picture",
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{
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},
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}
],
"captions": [],
"references": [],
"footnotes": [],
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"size": {
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"height": 382.0
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.9993207454681396
},
{
"class_name": "line_chart",
"confidence": 0.00016383676847908646
},
{
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BgMhBAAMBgMqqrCPzAYqKoy0P3/EEQEgO49ixYVl/BcLuiuURm77dZan308puj90d9u22k2mwCAEALXKKra6PbbRg/ud/zE6a83beF5zu185MSp0wNHfnTl6tXnuzzV4U+PdX2zT3kqRQhRFKX7X7s80/GJmQsWA5DIuq/l8vL5Uz+atXDpkpUlhBjuu/vOIf3e2rPv+y0791QtKHC7Htm6c8+4SdNFSX779RebNqr/et/3AWDSqPd/OHRkzMeB+nVvHTWor1xWtvarjQYjdT38UCqdfnfYuPMXLxkoRcTc3JwpY4d+t+/7MR9PNxgNBP6OMZZfqdLsyeMWh8ILl68cUtSrcYN6xeG1ly5fffD+lvlWa7+hY86cv9Cv5ysPtL53wdJQWlFWrf2qScPbRw3q6+313rETpxChsPotsz4ZV1j9ltf6DNrw7VajwWA2m2dOGruiZM2chcuqVM6fMWHkT8dPbtv13dlzF2Kbt6UVpV6d2tM/Gsnl5rzU+73S/YdMRiPoMkQQEQC69yxaVFzCc7mgu4Yh3lK5wPuCZ8HSlQeP/GQ0GuCfpRWlVmH1p59wNW14eyqtbNyyfdXaryS5DAEfvO/ee1vYps2an1YUQghjzCIIz3Z68p47mx3+8einc79IiNIbPZ6Pbd62ddd3RoNBUdR6dWp3fvLPt9WpLcnyVxu3RKJfq6rKGP750TY1C6vPDC4BgBeeefr0z2dWrd0ABCrnV+rk/tOdzRozwJ179i1dGUkkkwaDAQAYY7VrFfb4a+dZwaVHjh4zGo3wC0VRO/z5sdo1a0z5fJ7JaHzyT4890Ppes8l0+Keji4vDx06eQsT8SpV6PNe5Uf16u+L7Zi9cdkvVys885f507sILFy8DACI+16XD7XXrjp44tTyVAgCj0fhy12d37ol/s2UHAbizeZPnu3TkcnJWrlkfjn5N4O8mjnxfkqR+w8YQIH8DugwRRASA7j2LFhWX8Fwu6H6BiOXlKbPZRCmF62GMpRWFMQYABoPBZDQSQgBAUdS/yckxwy8QMZVOqyozUGo2mwghZeXlJqPRYDDANSpjSlphjAEBo8FgNBoJIQCQVhTGWI7ZDADlqRSl1GQ0AgBjmFbSjDEAMFCDyWQkhMAvGMNUKmU2myil8M9S6TQi5pjNiJhWFFVVAYFSajIZKaUAwBBTqRRjaDBQs9mMjKXS6RyzmRAC16RSKZVhbo6ZEALXlJenDAaD0WgAAEVV0+k0IOTk5lSyWi5fuXpH08bD3us9dNzH23fHjUYj6DJHEBEAuvcsWlRcwnO5oNPdMMZY9WpVh737NiGk2i1VVq+PTZoxm1wDuswRRASA7j2LFhWX8Fwu6HQ3A6WkSYPb699W5+z5Czu/25dOpwkhoPtVCCICQPeeRYuKS3guF3S6mySdTiuqSik1m0yEEND9WgQRAaB7z6JFxSU8lws6ne43hiAiAHTvWbSouITnckGn0/3GEEQEgO49ixYVl/BcLuh0ut8YgogA0O3Nvl+sKOH5XAI6ne63hSAiALz6zsClX67mcnMAEOEaBJ1O959HgCAiYywpilevXk0kkpIkqYrCEAEQdDrdfx4hiMiukWVZFEVZlhljiAwRdDrdfxwhQPAaxlgqlSovL0+lUogIAIwx0Ol0/2mUUoKIAMAYU1WV/QIRQafT/TYQRAQARAQA/AVUfIQQAEBE0OkqOIKIoNPpfsMIIsLv0aFDhwilt9evDzpdBUcQEX5fEHHNmjWfffqp0Wh0t2/fuXPnbdu2rVq1igD8uV27WrVqfTpjBiGkqF8/s9kMAJIkzZ8//8cjRxo1bty5c2ee50Gn+y0hiAi/L6X79n3++ed333OPIAj16tUzmUyzZ8168aWXTEZjIBDo3KVL1SpVxo8f//4HH1itVsbYlMmTOY57skOHxYsXI6LX66WUgk73m0EQEX5ffvjhh8mTJzdt1qxRw4aPPPLId999t+iLL4r69TOZTP2Kiu5s0cLj8YwYPrxP375Wq/X8+fNjx4wp6tevcuXKJ0+enDBhQv/+/fPz8yFzCICMUUrTinL2zJlatWrBDWOMkWtA91+MICL87uzYvn3KlCll5eVPtGvnbt9+0RdfHDt+PM9qPXDgwH2tW3fq1GnM6NF9+va1Wq3Hjx+fMmVK//79BUG4dOnSyBEj3n7nnerVq0OGVFVdsXx5q/vuq1KlytKlS3fu3Nm+ffvb69ffu3dvTm5u27ZtAWDb1q2nf/45Pz+/devWHMfBNSdOnJBluWHDhvCL0tLSAwcO1CwsbHXffRcvXly7dm2HDh1ycnJA99+KICL8vqiqajAYtm/f/vPPP3+1fn2nzp3vv//+S5cuEUIWLlhwa506bdu2HTVyZJ++fa1WazKZHDJkyGuvvXbbbbd9//33s2fNGjhoEM/zkKGjR4/Omzfv9ddfnztnzslTp1KpVLNmze65++4jP/4YKi6eOm3amtWrd+/e3aJFi8NHjuTm5nq9Xkrp+fPn/X7/k+3bt2zVCq7ZtHHjl6tWtWrZcl9paZPGjTt07DhhwoRHH3mkxV13ge6/FUFE+H05fPjw6tWrL1y4wBiTZfnFl166cvnyqZMnz1+4cPLEiTfefJNSOnzYsPf69/96w4ZmzZsfPHhw06ZNd991165du/74xz86XS7I3No1a44fP97lL38Z0L//o489hohPPPEEAJSXl48aObKoX7/Zs2fn5uZ27tx548aNmzZtevfddxFx4sSJjRs3drvdcE06nR45cqTL5brvvvvOnD07ZvToAQMGbPjqq1Q63aVLF9D9tyKICL8viqLs2rUrEolQQp7u1Klx48Z79uz58ccfeZ5v3bp1pUqV0un0wQMHGjZqtHfv3sLCwho1amzfvv3E8eN169a9+5574Ff54osvCCGdO3f+esOG+cHgpYsXX3zppUceeSSZTI4bO/bd997bG48PGzasabNmB/bv7/KXv1u4YEEikXjmmWeWLl3aqXNnQRCSicTw4cN7+nyFhYWp8vKhQ4d27dbt1KlTpaWlL7/8Muj+WxFEhN+jixcvEkIKCgrg3yIYDJrN5qeffhoADh06VFxcfOH8+TvuuMPdvv3YMWPe6tVrot//2OOPt2jR4tSpUzNnznQ+/viUKVPatG0LiCtXrvR4PH997rlUKjVkyJAXXnihYcOGoih+8MEHvXr1+vHIkd27d7/2+uug+29FEBF0N2zZsmXl5eVPPvnkls2bc3JzDx48mEqlGGPPPPPMqJEj+xYVTfT777n33gceeODgwYMLFyx44803L128WFZefvHChfnz57/8yit16tSxWCxr1qw5e/bs888/v379+kMHD/bp23fNmjWnT5/u1q0b6P5bEUQE3Q3btm3b5s2bX33tta+i0eLi4qNHj7Zp06Zrt26CICxftqzjU09dvHhx3ty5ly5f5nn+ySefbN68OVwjy/LKUKhDx46rV6+uUrlyy1atFi5cWLpvX43Cwueffz4/P/+zzz6rWbOmy+UC3X8rgoigu2FXrlyZPHly165dCwsLE4nEDz/80KpVK7hhV69enTRp0vPPP3/rrbeC7r8VQUT4/dq4cePRU6cIIGhDgNrVa9jtdkII3IAff/wxLy+vSpUqcM3u3Xu+P3CAAAFtiFg5P++xxx6jlML1JBKJ06dPN2rUCHT/xQgiwk1y7tw5juMsFgv8NqiM/emRR41fbbWYc0GbmC5P3Nt05bq1eXl5cJMwxB7/89yhtQtvrcIzhnBdBMrS6g9JbuuBo3kWC+h0Gggiws1w8ODBWTNnVqla9Yl27Ywm03fffVerZs2WrVoBwIH9+/eVljZq1Kh58+aqqm7btu3MmTONGjVq2rQpAJSWlh48eDDHbG7VqlWVqlUB4MD+/ftKSxs1atS8eXO4AYqqdm7ndu08ViAICNdHABJl8pcNKk8vXlaloABuEkVlPV964daTG5rVyEszhOshBMpSyqdxaem33+fnWUCn00AQEW7Y999/P2fOHEVRCvLz72zRomnTpl9++eWPR46MGTvWaDQe2L9/+fLlqVRqwMCBCxcuPHjw4B3Nm2/ZurVTp04cx82eNeuBBx+8eOHC0aNHe/XubbVaD+zfv3z58vJUauDAgXADFFXt3M796M6jBbyAcH0EIFEmRxpWmV68rEpBAdwkisp83q6Fx9Y3qZGnMITrIQTKUsqs0rKlm0rz8yyg02kgiAg3rGTVqq1bt7Zq1er2Bg0aN24MAIcPHw7On9+3qMhsNgNAPB6PrlvXvUePIUOG9OnTp1q1atu2bVu1atUf//jHrVu29PT5Tp06NW3atPfee69q1aoAEI/H165d26tXL7gBiqp2bud+dOfRAl5AuD4CkCiTIw2rTC9eVqWgAG4SRWU+b9fCY+ub1MhTGML1EAJlKWVWadnSTaX5eRbQ6TQQRIQbdvny5Xnz5q1bu7ZZs2Yveb1169YtLS1dsnhxUb9+ZrMZALZv377xm286PvVUYNq09z/4wGg0nj51yu/3v9C16/Bhw26pVu3c2bNNmjbt378/IQQAtm/f/vXXX/fu3RtugKKqndu5H915tIAXEK6PACTK5EjDKtOLl1UpKICbRFGZz9u18Nj6JjXyFIZwPYRAWUqZVVq2dFNpfp4FdDoNBBHhJlm0aNHxY8dOnjzZ++23RVFcuGBBUb9+ZrMZALZv377xm2+e/etfPxw3buCgQYIgHD58eObnn9/yN9WqtW/fvry8fPyHH3b5y1/uvPNOANi+ffvXX3/du3dvuAGKqnZu535059ECXkC4PgKQKJMjDatML15WpaAAbhJFZT5v18Jj65vUyFMYwvUQAmUpZVZp2dJNpfl5FtDpNBBEhBu2f//+ixcvnjhxgue4jZs2de/enTE2b+7cvkVFx48fr1+//p49e9avX//OO++MGT26QcOGDz/88OxZs2rfeqssy4lE4tlnn71y5Yp/woSu3bqZzebbb799z5490Wi0qKgIboCiqp3buR/debSAFxCujwAkyuRIwyrTi5dVKSiAm0RRmc/btfDY+iY18hSGcD2EQFlKmVVatnRTaX6eBXQ6DQQR4YadPXt20aJFX2/YwPO8x+N57PHHT506tWXz5jZt244cMeKtXr3S6fTevXvdbvf58+eD8+f//PPPzZs3/8szz6RSqXnz5v30009Gg8HhcNxz770LFy7s0KHD1atX9+7d63a74QYoqtq5nfvRnUcLeAHh+ghAokyONKwyvXhZlYICuEkUlfm8XQuPrW9SI09hCNdDCJSllFmlZUs3lebnWUCn00AQEW6Sffv2VapUqXbt2vCLRCKxbt26Dh06wH+Coqqd//yEc9fxyryAcH0E4GqZ/GWDghmh5VUKCuAmUVTm83YtPLa+SY08hSFcDyFQllJmlZYt3VSan2cBnU4DQUTIGkRMp5V1sU2KogAQ0Kaqaut7WxRWrwY3j8pYu8edsG5zJUFAuD4CkJCkxL1Nvly3Ni8vD24SRWU+b9fCY+ub1MhTGML1EAJlKWVWadnSTaX5eRa4ecrKygAgNzcXdL8LBBEhm0RJvr1lm6sJkVIK2kRJWjprasc/PwY31ebNm386ecJgMIA2pqqF1arbH3yQEAI3iaIyn7dr4bH1TWrkKQzhegiBspQyq7Rs6abS/DwL3BhE3L17d506dQoKCtauXUspfeCBBwwGgyiKOTk5PM8DgKqqYjKpqCoAGI1GVVUPHz589913GwwG0P2GEUSEbBIl2WZ3JZIipRS0iZIcDPjdTgf8Ligq83m7Fh5b36RGnsIQrocQKEsps0rLlm4qzc+zwI05efLkrFmzevTosXDBgg0bNnAc16Zt21atWgXnz79y9erYsWOtVuuGDRsm+v02m40xtn3HjkGDBm3+9lun09m0WTO4YZIkGY1Gs9kM/yGKopSVlVksFvjdIYgI2SRKss3uSiRFSiloEyU5GPC7nQ74XVBU5vN2LTy2vkmNPIUhXA8hUJZSZpWWLd1Ump9ngRuzZsxaYG4AACAASURBVPXqU6dO3X3PPfPmznX+6U9Wi6VRo0aVKlW6fPnyuHHj3nnnnfz8/L179/58+vSjjz124sSJ6YFAv3ffXbtmzdWrV//63HPwq6iqumPHDpvNZjKZVq1aVbVKlXtbtszJySkrKxNF0Wg0VqpUCQASiUQqleI4jud5AFBVNZFIGAwGnuf37t1bs2bNW265BW7Y3r17v9uzp/2TTwqCQAhRFOXq1as5OTmCIMA1iCiKYqq8HAjheT43Nxd+rVQqdfbs2dq1a8O/BUFEyCZRkm12VyIpUkpBmyjJwYDf7XTA74KiMp+3a+Gx9U1q5CkM4XoIgbKUMqu0bOmm0vw8C9yYGdOn173ttrvvvnvCRx9dTSSaN2/+wgsv5ObmnjlzZuLEiX369MnPzwcARCSETJ8+vVKlSl26dNm1c+fadev69OkDv8revXvXrVvXpUuXWbNmbf722/z8fKfL9dBDD82ZMyeZTIrJZJu2bavXqPHlypWMsVR5efcePZo1a3bmzJmZn3++Z8+e4cOH7z9w4NKlSx6PB26AqqqLvviipKTk8uXL9//hD16vl1I6derURCLBGHviiScefPBBAPjpp5+GDhlSvUYNs8nkcrnu/8Mf4Fe5dOnSsmXL9sbjnTp1atmqlaKq327cmBTF5s2aNWjYsLy8fMuWLZcuXry9QYOmTZtu2bLl/Pnzf/zjH6tWrcoY27x587lz5wyUMsTCwsKWLVsSQuD/QhARskmUZJvdlUiKlFLQJkpyMOB3Ox3wu6CozOftWnhsfZMaeQpDuB5CoCylzCotW7qpND/PAjdm0scf2+68s02bNleuXPl0xoxDhw/fcsstr7/+OiXkowkT+vTpk5+fD9ecP3duzNixvd56q7BmzR9++GHJ4sXvvvcepRQyt3DhQoHnc3Jytm3bdt9999UoLKxTp046nZZE8dY6dY4dO/bR+PHel1+uWbNmpUqVli9b9tPRo2+99RZcM2LEiKeffprjuHlz5/bq3Ts3Nxd+rbNnzw4dMuQZj+fypUttH37YZDLNmTOHUtqtW7eDhw5NnTy5/4ABlStX3r59+/potE/fvnADZFmeMGFCmSxLknRnixaPPvrosqVLgZDCwsJ4PN6xY8d4PH761KkGDRp8F4+3adPGaDTOnTOnc5cuDz/8sCRJb7/99r333ltYo8ZXGzZYrdaBAwcSQuD/QhARskmUZJvdlUiKlFLQJkpyMOB3Ox3wu6CozOftWnhsfZMaeQpDuB5CoCylzCotW7qpND/PAjdm2tSpDRo2bNmyZSqV+umnn1KpVLikxPWnPzVt2nTcuHF9+vTJyckxm81Go3HBggVXr171er0AsGfPnnBJSd+iIkIIZAgRJ338cevWrW+pVm16IJBMJu+///4uf/mL0WiEayKRyO7du/v06UMpVRTF7/c3adKkXbt2AFBeXj527NhOTz9d97bbRo0c+fobb1SrVg1+rbKysk8mTTr9888Cz/f0+apUqdK/f/+uXbs2bNgQAAYNGtSxY8e77757165ds2bNql+/fn6lSk6Xq3r16pC5c+fOffD++x2feqpMlts98cSZM2fGjBkzfPjw3NzcefPm7du3DxBfe/312rVrr127dtWqVePHj585c2a9evXatGmjKMq+fftsNhuldNjQoR2feqp58+bwLyCICNkkSrLN7kokRUopaBMlORjwu50O+F1QVObzdi08tr5JjTyFIVwPIVCWUmaVli3dVJqfZ4EbU7xihSiKjz3+eGDatNLSUlVVbTbbG2++mUqlJk+e/Oqrry5ZsuTRRx+tVavWyBEjunbrVr9+fQBYvXr1saNHX3zpJcgcY2zChAkPPfRQy5Ytz507N2Xy5DNnztS97Tav15ufn79ly5alS5e+9tprdevWRcTPPvsskUi88sorubm5AFBeXj527Ninn3qqUePGQ4cM6fHii7feeivcgHQ6vXz58pJVq2oUFnbu3Hn58uXPPfdcw4YNAWDwoEEdn3rqrrvuUhTl1KlTiURi87ffnjt/vk+fPgaDATKkqmpJScmK5cslSXrt9ddbtmw5depUWZbr3XbbV199Zc3La9y48YkTJxo3arRjx47LV65MnDhx/rx5DRo2bNOmDfxi06ZN66PRon79jEYj/AsIIkI2iZJss7sSSZFSCtpESQ4G/G6nA34XFJX5vF0Lj61vUiNPYQjXQwiUpZRZpWVLN5Xm51ngxhw5ciQ4f/7b77zDGPsmFjMYDG3atjUajQCQTqeNRqMsyzk5OZTSVCqVk5MDAKqqfjR+vP2hh1q3bg2ZQ8SJEyfef//9DRo0oJTG43GzybSiuPivf/1reXl58YoVr7/xRrVq1dLp9Pz588tk+eVXXgGA8vJyACCEjB49ulOnTvXr1x8xYsSrr75ao0YN+LVkWT5//jyldMeOHZcuXWKMGQwGRHzhhRcOHz48ZfLkvkVFgiBcvny5oKCA5/n9+/d/OmPG0GHDcnJy4FcpLS1dvnx5IpGwP/ig0+Xavn17KpW6evXqgQMH3nzzzb179168eNFsNq9Zs2bgwIEzZ85s2LBhmzZt4BpVVceOHfuHP/yhTZs28K8hiAjZJEqyze5KJEVKKWgTJTkY8LudDvhdUFTm83a99cRXzQrzFIZwPYRAWUqZEZeXbCrNz7PAjVEUZf369S1atKhWrVo6nWaM5eTkwP9KFMUNGzY8/PDDHMfBrzJ79uzq1as3atRo9uzZ35eWmozGB+32hx2OXm/5atSoUa9efUEQCgryZ0yf8VCbNmaz+Y477jCbzUaj4c/tnhg7dmyHDh3y8vKmTZv29ttvC4IAv5YkSZ99+um+fftOnz7dpGnTl19+uaCg4JNPPhGTSVVVn+zQoWbNmiWrVjVt1mzN6tUAUFZW1qFjR7vdDpm7cuXKtm3bBEE4sH+/KEkFBQUdO3YsLy8XRXF6IPBQmzYPPPCAJEmKonz22WeNGjXq0KHDlMmTmzZrZrPZrly5Ur9+/Xg8PnfOnEGDBwuCAP8agoiQTaIk2+yuRFKklII2UZKDAb/b6YDfBYbY4/lnT32ztFY+xxjCdRFIKWznRePWA8fzrBa4GRCRELJo8aJVX64CRNCmMlavXr133nnHarXCr7Vt27ZvN216/Y03ysrK1q1bV716dWRs0eLFqVQaEVVVpZSaTCaVqX/DGMsx5xiNBgTIs1rfeOONypUrr1m9+uixYy+99BIhBG5Aqrz8h/3798bjHZ96iuM4AFAU5eqVK+acHIvFoqpqWVkZz/PJZDKVSuWYzRarFX4VRVVDK1asW7fu2LFjf27Xrmu3bnt27/5y5UpCadu2bR9++OF9e/cuXrxYZaxly5Zut5sQsnbNmjp16iRF8dixYx06dIhGowaDoU2bNvAvI4gI2SRKss3uSiRFSiloEyU5GPC7nQ74vdi6dWt83/cMkYAmBKhaUKl9+/YGgwFunq82fHVg/wEC/xsEqFKlisvlEgQBfi1Zlr9av97+0EMWi0WSJJPJNGL48DErvqrS0IaqAr8gQBAQ/j8IaDAkt6/7duWips3v+Prrr2vWrNmgQQO4YXgNpRSy7/LlywcOHLjvvvvg34IgImSTKMk2uyuRFCmloE2U5GDA73Y6QFfRICIhBK55f/DgscVfV2l0J1PToIUak9vXblwRbG5rATfPqVOnNm3cqKgqAU0IYDYYHmrTpmq1anBjEIDAvwlBRMgmUZJtdlciKVJKQZsoycGA3+10gK4ii8W+XrxkWU5OLgCCBkTMyTG//XbvgvwCuHm2b9vWtWvXsrIyApoUVW1Qr96Mzz6rW68e3Dzbd++dMO2z3BwzaGMMudyc8UMH5OSYIUMEESGbREm22V2JpEgpBW2iJAcDfrfTATrdr5VKpRAR/lcGg8FoNMJNtXzVmqe6virwPGhjTM2zWA5t/0rgOcgQQUTIJlGSbXZXIilSSkGbKMnBgN/tdIBOV9GEIlGP1yfwHGhjjFktQjwWFngOMkQQEbJJlGSb3ZVIipRS0CZKcjDgdzsdoNNVNKFI1OP1CTwH2hhjVosQj4UFnoMMEUSEbBIl2WZ3JZIipRS0iZIcDPjdTgfodBVNKBL1eH0Cz4E2xpjVIsRjYYHnIEMEESGbREm22V2JpEgpBW2iJAcDfrfTATpdRROKRD1en8BzoI0xZrUI8VhY4DnIEEFEyCZRkm12VyIpUkpBmyjJwYDf7XSATlfRhCJRj9cn8BxoY4xZLUI8FhZ4DjJEEBGySZRkm92VSIqUUtAmSnIw4Hc7HaDTVTShSNTj9Qk8B9oYY1aLEI+FBZ6DDBFEhGwSJdlmdyWSIqUUtImSHAz43U4H6HQVTSgS9Xh9As+BNsaY1SLEY2GB5yBDBBEhm0RJttldiaRIKQVtoiQHA3630wE6XUUTikQ9Xp/Ac6CNMWa1CPFYWOA5yBBBRMgmUZJtdlciKVJKQZsoycGA3+10gE5X0YQiUY/XJ/AcaGOMWS1CPBYWeA4yRBARskmUZJvdlUiKlFLQJkpyMOB3Ox2g01U0oUjU4/UJPAfaGGNWixCPhQWegwwRRIRsEiXZZnclkiKlFLSJkhwM+N1OB+h0FU0oEvV4fQLPgTbGmNUixGNhgecgQwQRIZtESbbZXYmkSCkFbaIkBwN+t9MBOl1FE4pEPV6fwHOgjTFmtQjxWFjgOcgQQUTIJlGSbXZXIilSSkGbKMnBgN/tdIBOV9GEIlGP1yfwHGhjjFktQjwWFngOMkQQEbJJlGSb3ZVIipRS0CZKcjDgdzsdoNNVNKFI1OP1CTwH2hhjVosQj4UFnoMMEUSEbBIl2WZ3JZIipRS0iZIcDPjdTgfodBVNKBL1eH0Cz4E2xpjVIsRjYYHnIEMEESGbREm22V2JpEgpBW2iJAcDfrfTATpdRROKRD1en8BzoI0xZrUI8VhY4DnIEEFEyCZRkm12VyIpUkpBmyjJwYDf7XSATlfRhCJRj9cn8BxoY4xZLUI8FhZ4DjJEEBGySZRkm92VSIqUUtAmSnIw4Hc7HaDTVTShSNTj9Qk8B9oYY1aLEI+FBZ6DDBFEhGwSJdlmdyWSIqUUtImSHAz43U4H6HQVTSgS9Xh9As+BNsaY1SLEY2GB5yBDBBEhm0RJttldiaRIKQVtoiQHA3630wE6XUUTikQ9Xp/Ac6CNMWa1CPFYWOA5yBBBRMgmUZJtdlciKVJKQZsoycGA3+10gE5X0YQiUY/XJ/AcaGOMWS1CPBYWeA4yRBARskmUZJvdlUiKlFLQJkpyMOB3Ox2g01U0oUjU4/UJPAfaGGNWixCPhQWegwwRRIRsEiXZZnclkiKlFLSJkhwM+N1OB+h0FU0oEvV4fQLPgTbGmNUixGNhgecgQwQRIZtESbbZXYmkSCkFbaIkBwN+t9MBOl1FE4pEPV6fwHOgjTFmtQjxWFjgOcgQQUTIJlGSbXZXIilSSkGbKMnBgN/tdIBOV9GEIlGP1yfwHGhjjFktQjwWFngOMkQQEbJJlGSb3ZVIipRS0CZKcjDgdzsdoNNVNKFI1OP1CTwH2hhjVosQj4UFnoMMEUSEbBIl2WZ3JZIipRS0iZIcDPjdTgfodBVNKBL1eH0Cz4E2xpjVIsRjYYHnIEMEESGbREm22V2JpEgpBW2iJAcDfrfTATpdRROKRD1en8BzoI0xZrUI8VhY4DnIEEFEyCZRkm12VyIpUkpBmyjJwYDf7XSATlfRhCJRj9cn8BxoY4xZLUI8FhZ4DjJEEBGySZRkm92VSIqUUtAmSnIw4Hc7HaDTVTShSNTj9Qk8B9oYY1aLEI+FBZ6DDBFEhGwSJdlmdyWSIqUUtImSHAz43U4H6HQVTSgS9Xh9As+BNsaY1SLEY2GB5yBDBBEhm0RJttldiaRIKQVtoiQHA3630wE6XUUTikQ9Xp/Ac6CNMWa1CPFYWOA5yBBBRMgmUZJtdlciKVJKQZsoycGA3+10gE5X0YQiUY/XJ/AcaGOMWS1CPBYWeA4yRBARskmUZJvdlUiKlFLQJkpyMOB3Ox2g01U0oUjU4/UJPAfaGGNWixCPhQWegwwRRIRsEiXZZnclkiKlFLSJkhwM+N1OB+h0FU0oEvV4fQLPgTbGmNUixGNhgecgQwQRIZtESbbZXYmkSCkFbaIkBwN+t9MBOl1FE4pEPV6fwHOgjTFmtQjxWFjgOcgQQUTIJlGSbXZXIilSSkGbKMnBgN/tdIBOV9GEIlGP1yfwHGhjjFktQjwWFngOMkQQEbJJlGSb3ZVIipRS0CZKcjDgdzsdoNNVNKFI1OP1CTwH2hhjVosQj4UFnoMMEUSEbBIl2WZ3JZIipRS0iZIcDPjdTgfodBVNKBL1eH0Cz4E2xpjVIsRjYYHnIEMEESGbREm22V2JpEgpBW2iJAcDfrfTATpdRROKRD1en8BzoI0xZrUI8VhY4DnIEEFEyCZRkm12VyIpUkpBmyjJwYDf7XSATlfRhCJRj9cn8BxoY4xZLUI8FhZ4DjJEEBGySZRkm92VSIqUUtAmSnIw4Hc7HaDTVTShSNTj9Qk8B9oYY1aLEI+FBZ6DDBFEhGwSJdlmdyWSIqUUtImSHAz43U4H6HQVTSgS9Xh9As+BNsaY1SLEY2GB5yBDBBEhm0RJttldiaRIKQVtoiQHA3630wE6XUUTikQ9Xp/Ac6CNMWa1CPFYWOA5yBBBRMgmUZJtdlciKVJKQZsoycGA3+10gE5X0YQiUY/XJ/AcaGOMWS1CPBYWeA4yRBARskmUZJvdlUiKlFLQJkpyMOB3Ox2g01U0oUjU4/UJPAfaGGNWixCPhQWegwwRRIRsEiXZZnclkiKlFLSJkhwM+N1OB+h0FU0oEvV4fQLPgTbGmNUixGNhgecgQwQRIZtESbbZXYmkSCkFbaIkBwN+t9MBOl1FE4pEPV6fwHOgjTFmtQjxWFjgOcgQQUTIJlGSbXZXIilSSkGbKMnBgN/tdIBOV9GEIlGP1yfwHGhjjFktQjwWFngOMkQQEbJJlGSb3ZVIipRS0CZKcjDgdzsdoNNVNKFI1OP1CTwH2hhjVosQj4UFnoMMEUSEbBIl2WZ3JZIipRS0iZIcDPjdTgfodBVNKBL1eH0Cz4E2xpjVIsRjYYHnIEMEESGbREm22V2JpEgpBW2iJAcDfrfTATpdRROKRD1en8BzoI0xZrUI8VhY4DnIEEFEyCZRkm12VyIpUkpBmyjJwYDf7XSATlfRhCJRj9cn8BxoY4xZLUI8FhZ4DjJEEBGySZRkm92VSIqUUtAmSnIw4Hc7HaDTVTShSNTj9Qk8B9oYY1aLEI+FBZ6DDBFEhGwSJdlmdyWSIqUUtImSHAz43U4H6HQVTSgS9Xh9As+BNsaY1SLEY2GB5yBDBBEhm0RJttldiaRIKQVtoiQHA3630wE6XUUTikQ9Xp/Ac6CNMWa1CPFYWOA5yBBBRMgmUZJtdlciKVJKQZsoycGA3+10gE5X0YQiUY/XJ/AcaGOMWS1CPBYWeA4yRBARskmUZJvdlUiKlFLQJkpyMOB3Ox2g01U0oUjU4/UJPAfaGGNWixCPhQWegwwRRIRsEiXZZnclkiKlFLSJkhwM+N1OB+h0FU0oEvV4fQLPgTbGmNUixGNhgecgQwQRIZtESbbZXYmkSCkFbaIkBwN+t9MBOl1FE4pEPV6fwHOgjTFmtQjxWFjgOcgQQUTIJlGSbXZXIilSSkGbKMnBgN/tdIBOV9GEIlGP1yfwHGhjjFktQjwWFngOMkQQEbJJlGSb3ZVIipRS0CZKcjDgdzsdoNNVNKFI1OP1CTwH2hhjVosQj4UFnoMMEUSEbBIl2WZ3JZIipRS0iZIcDPjdTgfodBVNKBL1eH0Cz4E2xpjVIsRjYYHnIEMEESGbREm22V2JpEgpBW2iJAcDfrfTATpdRROKRD1en8BzoI0xZrUI8VhY4DnIEEFEyCZRkm12VyIpUkpBmyjJwYDf7XSATlfRhCJRj9cn8BxoY4xZLUI8FhZ4DjJEEBGySZRkm92VSIqUUtAmSnIw4Hc7HaDTVTShSNTj9Qk8B9oYY1aLEI+FBZ6DDBFEhGwSJdlmdyWSIqUUtImSHAz43U4H6HQVTSgS9Xh9As+BNsaY1SLEY2GB5yBDBBEhm0RJttldiaRIKQVtoiQHA3630wE6XUUTikQ9Xp/Ac6CNMWa1CPFYWOA5yBBBRMgmUZJtdlciKVJKQZsoycGA3+10gE5X0YQiUY/XJ/AcaGOMWS1CPBYWeA4yRBARskmUZJvdlUiKlFLQJkpyMOB3Ox2g01U0oUjU4/UJPAfaGGNWixCPhQWegwwRRIRsEiXZZnclkiKlFLSJkhwM+N1OB+h0FU0oEvV4fQLPgTbGmNUixGNhgecgQwQRIZtESbbZXYmkSCkFbaIkBwN+t9MBOl1FE4pEPV6fwHOgjTFmtQjxWFjgOcgQQUTIJlGSbXZXIilSSkGbKMnBgN/tdIBOV9GEIlGP1yfwHGhjjFktQjwWFngOMkQQEbJJlGSb3ZVIipRS0CZKcjDgdzsdoNNVNKFI1OP1CTwH2hhjVosQj4UFnoMMEUSEbBIl2WZ3JZIipRS0iZIcDPjdTgfodBVNKBL1eH0Cz4E2xpjVIsRjYYHnIEMEESGbREm22V2JpEgpBW2iJAcDfrfTATpdRROKRD1en8BzoI0xZrUI8VhY4DnIEEFEyCZRkm12VyIpUkpBmyjJwYDf7XSATlfRhCJRj9cn8BxoY4xZLUI8FhZ4DjJEEBGySZRkm92VSIqUUtAmSnIw4Hc7HaDTVTShSNTj9Qk8B9oYY1aLEI+FBZ6DDBFEhGwSJdlmdyWSIqUUtImSHAz43U4H6HQVTSgS9Xh9As+BNsaY1SLEY2GB5yBDBBEhm0RJttldiaRIKQVtoiQHA3630wE6XUUTikQ9Xp/Ac6CNMWa1CPFYWOA5yBBBRMgmUZJtdlciKVJKQZsoycGA3+10gE5X0YQiUY/XJ/AcaGOMWS1CPBYWeA4yRBARskmUZJvdlUiKlFLQJkpyMOB3Ox2g01U0oUjU4/UJPAfaGGNWixCPhQWegwwRRIRsEiXZZnclkiKlFLSJkhwM+N1OB+h0FU0oEvV4fQLPgTbGmNUixGNhgecgQwQRIZtESbbZXYmkSCkFbaIkBwN+t9MBOl1FE4pEPV6fwHOgjTFmtQjxWFjgOcgQQUTIJlGSbXZXIilSSkGbKMnBgN/tdIBOV9GEIlGP1yfwHGhjjFktQjwWFngOMkQQEbJJlP5fe3ACFNWdJw78+17f/bq5uoFGwOYGkSbiyQ0BDA3SKppEjfFOSMYk42aTmZ3dqv/W/Kdma6Y2O8kSozFoosa/EMUjisihIoeg3HIf4ZT7po/3Hn289/vvULVVu5V0Iln9/8Nufz60KkatN5A4joN1JEXnZGVqkhPAxma5ySsq2ZNxjBCLwDqWZaUSoqWikBCLYIkwhBA8TyRFq2LUegOJ4zhYR1J0TlamJjkBbGyWm7yikj0ZxwixCKxjWVYqIVoqCgmxCJYIQwjB80RStCpGrTeQOI6DdSRF52RlapITwMZmuckrKtmTcYwQi8A6lmWlEqKlopAQi2CJMIQQPE8kRati1HoDieM4WEdSdE5WpiY5AWxslpu8opI9GccIsQisY1lWKiFaKgoJsQiWCEMIwfNEUrQqRq03kDiOg3UkRedkZWqSE8DGZrnJKyrZk3GMEIvAOpZlpRKipaKQEItgiTCEEDxPJEWrYtR6A4njOFhHUnROVqYmOQFsbJabvKKSPRnHCLEIrGNZViohWioKCbEIlghDCMHzRFK0KkatN5A4joN1JEXnZGVqkhPAxma5ySsq2ZNxjBCLwDqWZaUSoqWikBCLYIkwhBA8TyRFq2LUegOJ4zhYR1J0TlamJjkBbGyWm7yikj0ZxwixCKxjWVYqIVoqCgmxCJYIQwjB80RStCpGrTeQOI6DdSRF52RlapITwMZmuckrKtmTcYwQi8A6lmWlEqKlopAQi2CJMIQQPE8kRati1HoDieM4WEdSdE5WpiY5AWxslpu8opI9GccIsQisY1lWKiFaKgoJsQiWCEMIwfNEUrQqRq03kDiOg3UkRedkZWqSE8DGZrnJKyrZk3GMEIvAOpZlpRKipaKQEItgiTCEEDxPJEWrYtR6A4njOFhHUnROVqYmOQFsbJabvKKSPRnHCLEIrGNZViohWioKCbEIlghDCMHzRFK0KkatN5A4joN1JEXnZGVqkhPAxma5ySsq2ZNxjBCLwDqWZaUSoqWikBCLYIkwhBA8TyRFq2LUegOJ4zhYR1J0TlamJjkBbGyWm7yikj0ZxwixCKxjWVYqIVoqCgmxCJYIQwjB80RStCpGrTeQOI6DdSRF52RlapITwMZmuckrKtmTcYwQi8A6lmWlEqKlopAQi2CJMIQQPE8kRati1HoDieM4WEdSdE5WpiY5AWxslpu8opI9GccIsQisY1lWKiFaKgoJsQiWCEMIwfNEUrQqRq03kDiOg3UkRedkZWqSE8DGZrnJKyrZk3GMEIvAOpZlpRKipaKQEItgiTCEEDxPJEWrYtR6A4njOFhHUnROVqYmOQFsbJabvKKSPRnHCLEIrGNZViohWioKCbEIlghDCMHzRFK0KkatN5A4joN1JEXnZGVqkhPAxma5ySsq2ZNxjBCLwDqWZaUSoqWikBCLYIkwhBA8TwyLAjYl6PQkB8fBOgNFXT17MvnFaLCxWW6K7j/YeeioRCwG6xiWtZMS3dUlHByDJcIQQvCzlJaWNjQ0YPBjMAxbMJr+8FHmgtGEYRhYx5pMB/ftWv+CymQ2g43N8sHn8eqaWs5duITz+WAdQkgo4P/jb44JBXyEEFiHAPg83psZGQKBABZhCCH4WWpqatrb2+GnYAAioRAw+HEYgNFkslgYwDCwsVlGEOJyOQI+H8FPQUAvLCD4aVwu99VXyYhcLQAAH6hJREFUX+Xz+bAIQwiBjY3NLxiGEAIbG5tfMAwhBDY2Nr9gGEIIbH55GIbBMAzHcbD5Hw9DCMGzZiBJg16vUCgAYHR0lMvlyuVyHMcBgKbpubk5Nzc3DMMAYHZ2ViAQEAQBADMzMwghuVwOiyYmJvh8vqOjI/wsLMvSNE0QBDxnDMNMTk4uLCw4Ojo6ODjA0xkfHx/o71cqlQODg97e3gqFAv4DhNDVK1c2hYd7enqCFUajcXJykmEYV1dXkUgEP2V4eJjH47m6usIivV4/Pj7u7+8Pz8LCwgKO43w+H/4/mZqa4nK5jo6O8B+Mjo5KF8GzNjs7yyIkl8kAACE0Njbm4OAgFothkclkmp6ednFx4XK5AEDTNEVRMpkMAObn541Go6urKyyanp4GAJlMhmEYWIchhOCZKiws7O7uJghigaY1W7e2tbY2NTW99fbbjo6O/f39t/Pz+QIBhmG7d+9+WFXV2dUFCL2YkDA7O9vW2mqxWAIDA6NjYq5dvWo0mZycnFJSUoRCISzd9PT07du39+zZw+PxYBFN0yKRCBYtLCzw+XwcxwGAYRiz2SwUCuFn6evr+yYnx3Plyrm5udXBwYlJSSaTCQD4fD7LsjiOw79DCBmNRqFQuLCwcObMGblcvkD/VfqOHU5OTgghgUAAiyYmJm7durV3716hUAhWVFZWlpWVKZXKycnJpKQklUrFLuJyuSaTCcMwHo/HsiyO4wCAEOrt7RWJRO7u7jRN8/l8g8EwODgYGhqKEDIajUKhEBaZzWaEEJ/Ph6UoLi52cHDYuHEjLLJYLCzL8vl8ALAsEgqFsMhoNHK5XA6HAwAmkwkhJBAI4L9Ap9Pl5uYyFouFYWQy2c6dOzs7O81mc0hISHZ2dmho6KpVq4RCISxaWFgQCAQYhgGAxWLBF8FSmEymS5cuGQwGHMOEIlFqampxURFF03q9XqPR+Pv7j46O3rx5k8vh0AsL+/fvn5qays/P53K53t7eTk5O9fX1OIa5uLhotm69cePG7OysXC5PSEhwdHQE6zCEEDw7TU1N9+7dO3z4sEgkamxsrKmu3n/gwLlz53bt2uXm5mb6N0Yjj8///PPPg4OD29vajrzxxtDQUHFR0YGDB0Ui0dDQ0K28PP+AAK1Wu2nTJmdnZ3t7e/hZRkdHL1y48P777/P5fJqmi4qKxsfHFQpFYmJid3d30+PHIrFYrVZXVVWNjIwwDBMSEhIdHY1hGCxRc3Pzg4qKjLfemp+fP/vVV8lqdUdHh16ni42NHRoeDggI8PT0vHfvnkKhaG5u1mm1q4KDHRwc/uWjj9Zv2NDe1ubl7R0bG9vR3s4XCJKSktzc3ACgoqKCIslktRqsK7h9myTJ9B07Ojs775eU+Pv7PxkaioqKQghVVVXhGBYRGTk8NBQWFubo5HT37l2hUOjo4DA2NjY4OOgfEBAUFNTe3h4WFlZQUEAaDIGBgZvCwy9duoQQMhqNcbGxq4KD4anl5OTI5fLNmzcDQG9vb2lpKcMw4eHhPj4+xcXF09PTqpAQP3//3NxcsVjMsmxaWppWqy0tLRUKhUlJSW5ubvCzIISys7MJglCr1QihS998I5PLm5qaxsfG3n///dLS0tm5OTs7O29v7/j4+EePHnV2dLi4ukZHR9+6dYvP56vVaicnJ1iKmzdv6nW6HTt3Yhh269Yts9m8detWPp+fn59vNBp37dplsVhomhaJRCdPngzftKmmtjY+Pt7Ly+vLM2di4+KCgoJIkjydlbV+w4b+vr6ExERHR0eZTAY/CkMIwbNz/fp1sVicnJwMAEaj8dPMzN179uTdvLlj506FQgGL6uvrq6ur16xZ097W9sabb5IkefLEiV8dPSqRSLIvXnRwdJyamurq6goJCZmZnn511y5XV1dYurGxsYsXL/7617/m8/n37t0bHBzcvn37rbw8hUKh9PIaGRl5UFGRtHlzTU2Nn59fWFjY1+fPH/ubvxGLxbBELS0tpaWl+/bt6+vrK71/f/uOHUNPnvT29JhMpg0bN3Z3d8fFxeXn5yOW9fbxCQsLy87OjoiIqK2tTUtLKysrCw4O/u6773Ra7eaXXpLL5VKplGGYnJyc8PBwPz8/sK6osHBmZmZLWlpFRYV2fn5eq5XL5cnJyVlffPHyK6/QNH3nzh1PDw87OzsPT8/GxkaRUGi2WNpaW1O3bHF3d6dp+k5xsVgsdvfwCAsLy87OjggPv3bt2uuvv07RdE119du/+hWHw4Gnc+nSJblcnpiYSFHU5ydPJqvVUqn08uXLL7/88tjY2MTERNPjx9u2b8++ePE3v/1tZWUlQsi4sKA3GDZv3iyXy6VSKfwsZrP55MmTO3bs8PT0BICG+vqWlhZnFxeL2bx127YTn30mk8s3b9587ty5sLCwh5WVqWlptbW19vb2jQ0Ne19/XaVSwRId//TTlNRUPz8/ABgaGrp86dIHH344MzNz7uzZrdu2+fv7w6LOjo7CwsIdO3devnz5V2+/TUgk2dnZSqUyKirq5s2bJpMJw7Dq6urQ0NC5ubktqak+vr5gHYYQgmentra2qqrqnXfe4XK5ra2td+7cOXz48IWvv375lVcUCgUA1NfXVz96tP/AAZ1Ol33x4gcffjg0NHT16tWMjIyiwkIcx7enp+fm5s7Pzb2ZkZGdna1QKBISEmDpxsbGsrOzP/jgAwC4ceMGl8vdsmVLcXHxxMTE1NSUv5/f46am6Ojo4eHhTZs2BQQEZH7yyZE335RIJLBE7W1tx48fDwwMdHRySktLu3f3rt5g4PP501NT7/3611+eOWMgycTExEcPH76YkBAYGHj+3DlvH5+O9vZt27eXlJSsWlRVVVVXWxseEREbGzs+Pp6Xl3fw4EEejwfWFRQU5N28uWrVqhXu7mlpadkXL67fsMHT0zPriy8++PBDmqazsrJ27Nhx48YNAZ//4osv9vT2CgSCwMDA8oqK6cnJyKiohvp6s9m8+aWXAgMDz587t1KpbG9vP3z48Nzc3LVr1zIyMvh8Pjydby5dclMo4uLiFhYWPs3MPPrOOwRBHD9+XKFQjIyM+Pn5PayqSt+xo6Gh4a233qqtre3p6dFoNLU1NbW1teEREbGxsfCzsCx74cIFVxcXdUoKAFy8eFEmk+E4zjBMSkrKV19+uWHjRpVKdfbsWYIgykpL4+LjzWazp6dnY0PD4SNHpFIpLFHu5cuAYa+88goA5Ofn67TaZLU6JycnNjZWpVLBoq6uruKiold37XJ1df34L3/ZsXOnl5fXZ8ePJyQmDg8PT05Ovv7666WlpdWPHv3d736Xn59vMhrTd+wA6zCEEDw7JpPp2+vXBwYHjUYjALzyyiteXl7nzp5N37HD1dW1r6/vd3/3d6tWrfL09ExITGxpaenu7kYIbd68eWBg4MLXX8fHx7u6uoZHRBTcvk3RNGOx7Nu/X6FQwNJNTU3979//3j8ggM/jrVq1qqW1lbFYOFyuRqMpLCgwm81jY2NpGs3g4ODatWv9/Py+OHXqwMGDBEHAErW1tdXV1R04cAAWFdy+3dzcjOO4RCL51dGjhYWFxcXFH330UXd3d15eHp/Hc3B0TEtLu3b16tZt28rLywMDA40mU11NjcFgiIyKio6OLi4uRgglJyfDj7p7547ZbE5JTYVFFy5ceOGFF1Qq1a1btzo7OzGAsLVrExISzp07Nzw8/A//8A/FxcUsw+h0utm5OYRQZGRkc1PTpvDwW3l5PB7PwdExJSXl6tWrBw4cmJ+fz8/PP3jwIJ/Ph6eTe/lydXW1t7e3i4uLQCjs7u7GAAKDgjw9PW/l5dnZ28/OzGi2bm1sbDxy5EhdXd3AwMAKd/fHDQ0GgyEyKio6Ohp+rsnJyatXrpjNZpZlHZ2cXn755b6+vkvffJOSmjrQ368K/atz586tW7euvb19cnLSwcEhJiam4Pbt1/butbe3hyXSarXZ2dkUSRoMBgdHx/T09FOnTk1NTq5bt2716tUxsbHjY2O/+/u/V7i6evv4xMbGMgyTf+sWh8v18fGRSqUnT5yIiopSuLnFxsYWFxfrdTqzxZKenu7v7w/WYQgheNZ0Ot3NGzdGR0e9fX03JyURBMHlcjEMM5vNCwsLGACLkFgs5nK5Wq2Wy+USBEHTNMMwLMviOC6RSEwmE0VRwkXwsyCEKIqyWCwAQBAEy7IURYlEIoFAYDabKYricrkikYhlWXyR2WzmcrkYhsESsSzLMAyPx4NFCCG9Xo9hGI/H6+joqK6uXh0cHBMbCwAURZlMJqlUyuFwzGYzl8tlGAbHcbPZTNM0l8slCALDsPv374eEhDg7O8OPYhgGIcTlcmGRxWzGORwcxwFAp9NhGCaVSgGAWcTn8y0WCwAs0DTDMCKxmMfjWSwWHo9HUZTJZJJKpRwOx2w2c7lcALBYLDweD56axWKhKAohxOFwCIIwGAwIITs7OwAwGAwswwiEQh6PxzAMj8djGYZFiGEYmqa5XC5BEBiGwX+BxWIhDQbAMKlUiuM4ABgMBu4ifJHZbObyeCzDGPR6nMMRi8Usy3K5XAzDYOkYhpmemsr55hsOh+Pr6xseHs7n8xmG4fP5IpGIsVgomsYwjGEYkUjE5/NJkrRYLHZ2dmaz2Wg0AkKAYRKJhGEYg8HA5/PFYjH8KAwhBM/H8PCwSCSSyWTwPxLLsk1NTWazOSwsjMfjgc1/LyzLPnnyxNnZmSAIeM4whBDY2Nj8gmEIIXhGBgYGuru7hUKhr6+vu7s7/KipqakbN25s2LDhhRdegEUIoUePHrm5uQ09ebJ23TqCIOAp6HS6hoYGs9nM4XDCwsIcHR3hpzQ9fiy1s5uamlIqlQqFAp41hmG6urq0Wm1AQIBMJoN/Nz8/39LSEhERweVy4RkZHBy8U1wcExsbGBgIP0S3yMPDA/4LTCZTU1PT3NwcAIhEorVr1xIEAU+HYZi8vDwuh5OSmsrhcOCpmUymysrKyMhIgUAAVvT29jo5OTk6OsIP6erqMhqNoaGh8O8ePXrksQh+FovF0tzcPD09bW9vv3r1aolEAj+qvr6+qalp29atMrkcFg0ODs7Ozjo5Ok5NT69fvx6eDoYQgmfkq6++spjN3j4+tTU1qVu2rFmzpr+/32QyBQYGWiyW2dlZiqIqKysXFhY2b95848YNk9G4b/9+giB6e3uVSqW9vf0XX3wRERFhb2/v4eFBUVR/f79SqbS3twfr6uvrb3z77eaXXgKA4OBgAHBycjKbzRRFCQQCiqLGx8dlMplCoQCA8fHx2dnZxoYGbx8fb29viUSCENLpdFqt1t/fn8/nUxTV09Pj4uIiFoslEklnZyefx/Py9uZyufB0EEJXr16dnJx0d3cXCAQvvfTS1NTU5OSkn5/fzMzMtWvXjh49ajKZ+np7VyqVdnZ2MzMzw0ND7h4ecrkclogkyczMTAcHh71797IsOzQ05OfnJxQK5+bmSJJ0cXERCoX19fVNjx8fPnIEFk1MTExOTgYGBvL5/JmZmZGREaVSaW9vr9Vq9Xq9Vqv19/fn8/nwn5nN5vb29rLS0nmt9qWXXvLx8WEX2dnZDQwMyOVyhUJBkqTBYJicnFQqlXZ2djMzM8PDwx4eHo8fPy4oKDh08KCXt3d/f//KlSvt7Oxm5+YokiQIAiFkMBhcXFwQQr09PSuVSjs7O5Zlu7q6WJYtLCx8++23CYKAHzI3N/f73/9+dXDwmxkZGIbNzc0NDw97e3s3NDTU1dWlp6dLpVKdTieTyezt7RmG0Wq1BoOBYdkrubnr160LCAyUy+UCgYAkSZZlpVIp/JT5+fmP//KXiMhIkiQHBgbefPNNLpfb29urVCrt7e21Wq3BYDAajVevXt2wYYOnp+epU6eioqLUavXw0BDO4fj4+FQ/evRdT09aWprBYPDw8BgeHtbpdIGBgRwOB6zDEELwjJw/fz4sLCw0NPT+/ftjY2MrVqzo7u7m8/l2dnbr16//5JNP1Gp1e1ubwWB4be/ey5cvEwSRkJBQVlYml8tnpqdT09JK798PCQnp7OjYFB5eXFwsl8unp6c1W7eu9PQEK+rq6mpravYfOMDhcMxmc+7ly6/v2zc8PNzQ0ODj7X3p0qWNGzcODAy8/MorOp3ufknJCnf3knv39r7++tTUVEhIyP2SEq1O5+rqimFYUlLS9WvX5M7OQ0NDDvb2cmfn6elpFxeXiIgImUwGTwchdPbsWT6fv3XrVjs7O71eX1ZWNjc3Z7FY4uPji4qKtm/fXlBQQBAEaTCErV1bUV6+4t+4u4eHh2MYBkuh1Wr/+Z//2dvLa/2GDVWVlU5yuXZ+Pi4u7uuvv964caNarRYKhXV1dU2PHx954w0AaGlpKS0tdZbLKYraum1bXV3d/Pz83Nzc7t27L1++rNfrXV1dEUJ79+7lcDjwPQ8ePBgfH3/55ZcrKytvfPvtrt27FxYWRkZGxsfH09PT29raqiorQ0NDxycmkpKSiouL3d3dPT09R0dHq6qq0tLSenp6pFKpTqtVp6Rc+PpruVyekpr6xRdfBAUFxcTE3L17lyAInU6XnJxcXl6OWFar1fb19//xj38UiUTwQ0ru3ZuZ/att27bRNJ1/65ajk5NYLGYYpvLBgzczMgwGQ2dnJ47ju3fv7uzsHBwcNJtM9o6O3167FhsX5+jouLCwkJqaeuPGDV9f35CQEPgps7Oz586eff9v/xbDsFOnTvn6+PT19Tk4Os5MT2u2br19+zZFUYmJiWdOn46NiwsMDDxz+nRiUpLJaNTr9RaG8fP1lUil/f39QUFBTwYHZXL548ePJRIJAOzatYvP54MVGEIInpEzZ86YTKbg4OCmpqaNGzdWPnhw5I03xATx+cmToaGhdbW1v/ntb+/dvWu2WFJSUnJzc728vMbHxzEMS0tLKywo0Op09MLC6uDgutpavkDg5uaWmppacPs2SdMv79wJVtTX139+8mTYmjVyF5eoqKirV64cfeed/v7+qqoqPz+/5ubmo0eP5ufnWxhmdHg4Lj4+ODj49OnTQUFBfX1969atq6io2LRxoyo09MSJE8qVK00m067du1taWsrLy1d6es7Mzvr5+a1Zs0YikcBTWzAa75eUPG5sVLi5paamNjQ0zM/PNzY2Hj58uKKiwt3dvbq6Ojo6urW11dnZWafVrlQqfXx8goODYekuXryoUqk6OjoUrq5x8fG5ubl6vX56evro0aMSiQQA6urqmpuaDh85AgDHjx9PTEwMDg4+99VXvv7+jMUyOTVVX1e3b//+Bw8ebNywIUSlyvzXf/3V0aMSiQS+p6ysbGJi4tVXX71z587w0NChw4cfPnw4Ojra2NioSUubmJxkGCY9Pf2LU6d8fX07u7q8vLz8/PwsFktLS4uri0tZWVl0TExLc3NgUFBra+uePXucnZ0/+uijd997r7mpqaSkJCYmpr2tDedwuFzuW2+9NTExceb06Q8+/FAsFsP30DT9hz/8Yd26dX19fW4KBY/Pd1Mo4uLjzWZzZ2dnY2Pj/v37S0pK5ufnaYoKDApqb2uLjYsrKy0NUalqa2u3bdtmZ2d39uzZF1988cGDB/v27ROLxfBT5ufn/+WjjyIjI80Wy+TkJJfLdXV1TU1NLSwo0On109PTmzZuXLd+/YnPPkvfscPZ2fnM6dMxsbFFRUXvvvsuRVHnzp1bs2bNzMzMypUrW1ta9AaDRqPx8fH55OOP0zQaf39/sAJDCMEzcurUKbPZrFKpfH19FQrF8ePHU1JSJBLJlStXIiIi6uvq3nn33aKiotnZ2fT09GvXrnkplRaG6e/v375t2+2CAnt7+7GxsZCQkJqamhUrVtAUpdFo8m/flslkycnJYEVNTU1zU9Mbb74JABRFnThxYterr3Z0dLS2tUWEh/f29u7bv7+4uJj8NwaDws1tw4YNn3z8cfyLL/b3969bt66mpiYyMjIwMPCzzz7bsGFDTXX1jp07y0pLxycmjh492tTUVFZaGhEZGR8fD08HIfTkyRM7OzvEsp+fOrVq1arenp5N4eF5eXmHDh0qKytThYQUFhbGxsWxDBOiUpnN5qbHj1tbW//m/fclEgks0dmzZ9esWTM2NkbTdFJS0pUrV+zs7CYnJ48cOSIUCgGgpqbmYVXVwUOHMAzLzc319vYOCwv75ptv3N3dmx4/TkxMvHnz5u7duxsaG8PDw4OCgj75+OOMt96SSqXwPSUlJePj46+99tqdO3d0Ot2W1NQ//fnPcXFxDx8+jIuN1ep0fD5/8+bNp7Oy1oSFubi4NDY0dHV3R0dH9/b0BAYF3bx5My4uDrHsquDgK7m5+/bvJ8TiEydOHH3nnc7OzmtXr8bFx2MY5uDgUF5e/vrevcMjIxcvXvzjH/8oFovheyoqKkrv34+OidHpdI8bGz08PJycnF5MSDAYDNPT0w8ePDh06FBlZSVJkmvXrs3MzAwJCTl06NCXZ86sCQt7+PBhXFzc6tWr79y5U1xcvHPnzqioKHgKc3Nzf/7Tn2JiYhydnF544YW6urrBwcHt27bdLiiwt7cfHR2NjIwMDg7+108+SUxK8vb2PnP6dEpqasHt29u2bzcajffu3Vu9evX4+Li3t3d7W5vZYlGpVL6+vufPn3/ttdfc3d3BCgwhBM9IWVmZl5eXUqmERQMDA/n5+SzDJCQkuLq61tfXJ6vVo6OjV3Jz161fj2OYk5NTQGDgtWvXngwOKpXKlNTUR48eeXp69vT0RERElJSUDPT3r1Qq09LSBAIBWNHb2zs4MJCQmAiLHj18+PDRIy6XG+Dv7+PjMzExER0T09zcbDKZAgMCvrl0ybiwwOXxEhMSxsbHvby8+vr6/Pz8VqxYUVhYGB8f39bW1t7WZjKbAaHAoKDW1lYBn5+6ZYubmxs8tUcPH9bU1mIYFhoaqlKpbt64YTQauTxeampqS0tLfHx8RUVFZ2eni4vLpk2b7t+/TxoM3j4+ycnJOI7DEpWXla1UKhUKxfXr1yfGxwODgtatW9fQ0JCYmMjj8QCgr68vJzvbwdFRJBRGRkXVVFfPzs2FrVmzcdOma9eu6bRaLo+nVqt7e3v9/PxWrFhRUFCQmJgoFArhe9rb2+fn5yMjI1tbW0mS3LhxY0FBQX9/PyCkTknR63QcLlelUpWVlhISSUd7u16v9w8I8Pf3HxgYiImJKb1/v7Ory9nZWa1WP3jwIDo6WiAQ3CkuTkhMFIlE9+7d6+rqcpbLt27b1tzUVFVVJRAIHJ2c0tPTBQIBfE9hQUGISuXh4QEA5eXlIpGot6dnZGQkRKWKioq6dOmSXC739PRkGGbDhg1ffvnl2rVrw8LC7peU+Pr5jY6OVj96tGv3bqPReOKzz/7XP/6jVCqFp2AwGErv39+SloZhGABYLJYbN248GRxUKpUpqakPHz4MCAjw8PCoqqqqq61NSU3t6+uLiIgYGRm5e/cuB8e3bNnCsOzExISzs/Pk5KSPj09eXh5FkuEREZs2bQLrMIQQ2CwyGAx5N29qtVq9Xp+sVoeGhoLNf18VFRUPHjyIjY2NioqCXzYMIQQ2ixBCNE2bTCYej0cQBNj8t0bTtMVikUql8IuHIYTAxub5YBiGZVkejweLWJZlGAYAOBwOjuMAwLIsjuNg86MwhBDYLH/l5eWrV6+WyWTw/9bMzIxIJBKLxfA9HR0dpaWlUqmUIIi4uDiapm/evCmRSDgcTlxcnJOTU1Vl5cTkpEAgWL9+vVKpBBsrMIQQ2CxzCKGP//KXbdu3+/n5AcDs7Gx5ebmdnV1cXJxOpysrLxcJhTExMb29ve1tbaEvvODn51dZWUlRVGxsLAZQVl7OsmxMTIy9vT0shcFg+POf/sTl8Y4cOeLk5FRaWsrhcGJjY8ViMQDcvn17ZHg4Wa1ubGzUzs8Hr15dXlb22t69CCEHB4fr16+bzebw8PDJyclHDx++vm+fm5sb2PwQDCEENsscQujTzMw0jcbX13d+fv7LL78M37RpdGzMbDbPTE8rFIrg1atNJtO316+npaXZOzg0NjYyDCOTyZ4MDnK4XMZiiYiMVCgUcrkcloJl2TOnT8udnZOSkr7++uvAwMCFhYWxsbEjR45wOJyiwkILw2zZsqW1tfV+SUlEZOS1q1cTExMlUunKlSv/z4UL7773nkgkAoDcy5fdVqyIjo4Gmx+CIYTAZplDCB3/9NP0HTs8PT27urru3bt39OhRvV5/6vPP4+Liurq7TUZjbFxcT0/PyMiITCarramRO//V3NxcdHR0e0fHAkXFxcf7+/vDEn2Tk+Pr5xfg75+VlfWb3/7WbDZ//PHH7777LkEQhQUFt/LzvZTK0dHRd997T6vV3srLS92yhSAIZ2fnL8+cOfLGGzKZDADOnz8fEBAQEREBNj8EQwiBzTKHEPqnf/onLy8vd3d3gUBQV1fn7+c3NzfH5XKDV69+8uRJa0vLquBgmUw2PDzc29OzcuVKA0m6KRSenp6ERNLX29vR0eHn76/RaGCJbt261dfXp9Fo7t69K5fJLBYLvbDw2muvcbnc2/n50zMzGo3m8uXLYWFhOI5fu3pVo9EgAF9f38eNjb29vUFBQXPz82Ojo/v277e3twebH4IhhMBm+WttbZ2YmMBxXKFQODo6dnR0CASCdevWDQ4OjgwPExKJj4/Pd999R9O0l5eXu4fH48ZGkiR9fX0RQn19fUKhMCQkxM7ODpZIp9PV19f7+/tLJJKmpiYOjr+wZo1UKgWAifFxhmVXrFgxPz8/PT0tl8sb6utxDgcDCAwKUigUzc3N01NTPB4vbO1aiUQCNlZgCCGwsbH5Bfu/WBtHB97xOQoAAAAASUVORK5CYII="
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{
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{
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"text": "\n\nQ2 Fundings by Property Type(1)\n<::donut chart::>\nIn the center of the donut chart is \"$91.0\".\nA red line points from the dark blue segment to the text \"Multifamily, $91.0, 100.0%\".\n::>"
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"produced": []
}
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"marker": "1",
"text": "$ In millions, based on UPB."
}
]
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.8108194470405579
},
{
"class_name": "engineering_drawing",
"confidence": 0.10112366080284119
},
{
"class_name": "icon",
"confidence": 0.04161475971341133
},
{
"class_name": "flow_chart",
"confidence": 0.018778149038553238
},
{
"class_name": "other",
"confidence": 0.012042189948260784
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.008084462024271488
},
{
"class_name": "logo",
"confidence": 0.0021347764413803816
},
{
"class_name": "bar_chart",
"confidence": 0.001202677027322352
},
{
"class_name": "chemistry_structure",
"confidence": 0.0009571210248395801
},
{
"class_name": "full_page_image",
"confidence": 0.0004523801908362657
},
{
"class_name": "line_chart",
"confidence": 0.000449941901024431
},
{
"class_name": "geographical_map",
"confidence": 0.00037001012242399156
},
{
"class_name": "calendar",
"confidence": 0.00033280448406003416
},
{
"class_name": "page_thumbnail",
"confidence": 0.0003126639930997044
},
{
"class_name": "table",
"confidence": 0.00026568202883936465
},
{
"class_name": "photograph",
"confidence": 0.00023162789875641465
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0001709400094114244
},
{
"class_name": "music",
"confidence": 0.00016489336849190295
},
{
"class_name": "topographical_map",
"confidence": 0.00014122517313808203
},
{
"class_name": "signature",
"confidence": 0.0001227032335009426
},
{
"class_name": "stamp",
"confidence": 7.393056876026094e-05
},
{
"class_name": "scatter_plot",
"confidence": 6.663743261015043e-05
},
{
"class_name": "bar_code",
"confidence": 6.613235018448904e-05
},
{
"class_name": "qr_code",
"confidence": 1.120330944104353e-05
},
{
"class_name": "box_plot",
"confidence": 6.093446245358791e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.859929165628273e-06
}
]
}
]
},
{
"self_ref": "#/pictures/12",
"parent": {
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},
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hGxVjLpxmikEnmiiCBPg0PDZVV+oBRJ/CsCGIvP7T1Rc/hYUQGsxV+FPTy+OnzFXSUbt3phD+8kFwQN1RUdrSm40ZcdKK9Laq1JwgGlVNKPtDXF4EZ3b39NPG2MIQkHtDYtifpUtBZudHb1+M3t1lqSmGwiYq1k0o3RSCXyRBFBngaHhsuq/EApkvgnAnjA8XtN1BwxVhiCsXirgpA88UrBt+8qWbs5VBASAiCIt8kFQUN1RUdrCm70ZQfK65Jaa5JwQCmV9CNtTTG40d3bXxNPG2NIwgGtTUuiPhWthRudXT1+c7u1liQmm4hYK5l0YzRSiTxRRJCnwaHhsio/UIok/okVTC+yrSeM7reTGlfEPykMyeDKwrufK3pxffj1MU9ZKgMRep6ECBK5IGioruhoTcGNvuxAeV1Sa00SDiilkn6krSkGN7p7+2viaWMMSTigtWlJ1KeitXCjs6vHb2631pLEZBMRayWTboxGKpEnigjyNDg0XFblB0qRxL9iBbvP1YljRnfewShDvEVBSEhAoCyV5quj3vPrQ8++Fl69Kbx+1Fu3xduqPKVy8TMrL25tght92YHyuqTWmiQcUEol/UhbUwxudPf218TTxhiScEBr05KoT0Vr4UZnV4/f3G6tJYnJJiLWSibdGI1UIk8UEeRpcGi4rMoPlCKJd6AM9pqnlx07+rEdrNJ4AwkI/vhU8aZx7rmj3mWOnlYohSEpCoPElhzXbvbWjYZe2hj68xp75HGnpc5u8cKFADHZ+rID5XVJrTVJOKCUSvqRtqYY3Oju7a+Jp40xJOGA1qYlUZ+K1sKNzq4ev7ndWksSk01ErJVMujEaqUSeKCLI0+DQcFmVHyhFEu9MGXx8R332saOLdzDGkJRfPzr1F0NTjUVBCFMKZPEs/fG5etfZesFMO3e62bHEFoSgLXKaVkJTShfOWHBgybz9ps3Zo3jGwqLSRZ5XgMnQlx0or0tqrUnCAaVU0o+0NcXgRndvf008bYwhCQe0Ni2J+lS0Fm50dvX4ze3WWpKYbCJirWTSjdFIJfJEEUGeBoeGy6r8QCmSeFfKYK95On7s6M6l5jePTbnxoWkiICEABFZghBCZNVXmTjfzZtiP7aCXzNW7ztElxYBVRo3DmnDxzOLSxcUzF0/dYbeSBQfMmL9/8czFXqgIJP6f9GUHyuuSWmuScEAplfQjbU0xuNHd218TTxtjSMIBrU1Loj4VrYUbnV09fnO7tZYkJpuIWCuZdGM0Uok8UUSQp8Gh4bIqP1CKJN6LNthznt5jR/2HPxcbC4/4Z1ZgLEUQ8qQghBBU/WlH1f7noRtefnRiZNXEyKrxzS+LmmAo7BVMDYWKCkvmTZ+3/4wFB0ybvaS4dFHxjEVeuAjvW192oLwuqbUmCQeUUkk/0tYUgxvdvf018bQxhiQc0Nq0JOpT0Vq40dnV4ze3W2tJYrKJiLWSSTdGI5XIE0UEeRocGi6r8gOlSOJ9MBZWGA4J8d4EmMgF0ZozLm49G4DJbRnf9NLE5pfHXvvT5rWPb1n7pJrYaHXOqHGxJlw0fUrpx4pnLpqyw+4l8/Yt2enAKTN3DoWLQA/vrC87UF6X1FqThANKqaQfaWuKwY3u3v6aeNoYQxIOaG1aEvWpaC3c6Ozq8ZvbrbUkMdlExFrJpBujkUrkiSKCPA0ODZdV+YFSJOFALggaqis6WlN4OxFj1PjWDStH1zw6+uqTExtWTmxePT6yyqpxhsJeeIoXLiqcNrdk/v4z5u8/dce9i0t2Ki5dHAoX4+36sgPldUmtNUk4oJRK+pG2phjc6O7tr4mnjTEk4YDWpiVRn4rWwo3Orh6/ud1aSxKTTUSslUy6MRqpRJ4oIsjT4NBwWZUfKEUSDuSCoKG6oqM1hXdlgrGJzS9PjLy0Zf0zm9c8tuXVJ9XW162eMGoc1oQKpxXPXFxUunjqrF1nzN+/ZP7+U3bY1QsXk17fA4+cGolZo0Ie8T4YCxJv8Ij3QymV9CNtTTG40d3bXxNPG2NI4n0QgQAe8T5pbVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3jfRKzVE+MbVo6ufXzz2uGtG1/Mjbw0seklE4zBC4UKpnjh4oKps6fP23eHxQc//Yo+9/KfrRmxmyY8j/QoHgGC+BeMxdLdgt3nql8/OnVrwJCH96SUSvqRtqYY3Oju7a+Jp40xJPFerKC4QAiMK3rE+6G1aUnUp6K1cKOzq8dvbrfWksT7YAUESLwfImKtZNKN0Ugl8kQRQZ4Gh4bLqvxAKZL4JyKijQl5Ic8jAGvFGAMiHAqJiDYmHA57pLVWREKhEP5JLggaqis6WlP4f2X0xMTISxOjq7e+9tTmtY+Prn08GFtndc7qcbHaK5i6KVf82qi3epP34vqCZ9aF12wKTWhqA2PpEZ4nHvEGZXDk7rmGo7aUFMkfnyq+Njst0Ax5eHdKqaQfaWuKwY3u3v6aeNoYQxLvylhMK5TIEWOFIbn2/mkjW71wCO9Ja9OSqE9Fa+FGZ1eP39xurSWJ92IsSqdYATaNeyEP70lErJVMujEaqUSeKCLI0+DQcFmVHyhFEm8nIuFweOeFC17fOLJp8yiAkunT5s2dY6xds/a1oqLCXRYvfOb5F8e2bp05o2Ta1KmvrluPf5ILgobqio7WFCaFWKNz45tWjb7y2OirT45veH7z+pWYeHVqoVhhTjMwGB3nC6+Hn1sX/svr4XVbvFdHQyPjBHjUx3Oxo0enFsAKSNz5dNFP7p82rhjy8C6UUkk/0tYUgxvdvf018bQxhiTemRVMKZCzjtxy3J45ANnnCq++d/rIhBf28O60Ni2J+lS0Fm50dvX4ze3WWpJ4V9piQYk55zOjAC69o2TtaCjs4d2JiLWSSTdGI5XIE0UEeRocGi6r8gOlSOItRGCMrj79lJM/++n0Ny59fuVfBPjsMZ+64Jy41jpz+X8fedihi3aaP7ziqR///FfnxM/601PP/uZ//hAKhfB2uSBoqK7oaE3BAWty9/V3X3zJN3aaESyZZ3afo2dPswUhFIUl5CHQWLcl9Oqot3okNB7wqI/nZk4RI3gDCRHc/UzRtfdPmwhIQvA3IgCIbQRQQdC8rO78pnq40X1X9oxoyhjNN+BfIGEsphdJzeFjn917QhkCKPBwz3MFP8xOHxn3wh7+hngD8TZam5ZEfSpaCzc6u3r85nZrLUm8M20xd7pNHTe69wIN4E9rwlf0lqzb4oU9vAsRsVYy6cZopBJ5ooggT4NDw2VVfqAUSbxFEKhP/fshV15ywfLvXfvTX9w6pbiIZEE4fOLxR190XuqyK6854tCDbuu+8+TPHPvI40/uv89e5110xejYWDgUwtvlgqChuqKjNQU3+u5/+JRI3GpVWMCwJ/NK7O5z1Md31Atn2h1LzLwSO61IlIGxsEIr+DsCJB57uWDFmgIS1sIKRGAEIjQCKxCB1vYzxx71pS+cZI0lPTIEvgkg6JEEPYLgGzyQgEcSfIMHeOCbQA/gG0CPJOCBJEgvdM/AQ+dddIXWFqQIBBSBCERgAQgMMCUspx289dg9ctpQ8CYCYU8eWFn4o/unbxwnQBGIwAoEEKEVQCCA1ub85tg50Sq40Xn7nWedfZ61liT+jiD+f8Zip5kmceyWTyxQgSGAwpA8uabgO3dPX7s5FPbwTkTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIksZ2xdt7c2T/69iXPvLDy8RV/njplyrU3/NJaq7X+1L8f+v3lFzaff/EhB+y3z55LXnrllUULFvT03bP+9Y33Pzi0ZWwrSbxFLggaqis6WlNwoy87UF6X1FqDhMAC1tIKphbaHUvs7Kl27/nqpH0nZhaLtvgHBIoLJOxB8I5ITEzkto5PgPgrAqAHkPRAjyTogSQ80CMJeiQBj/TAN4EeSMIDPZKgRxD06HkTE8H6jSMiEIEAVgiBFQhgBRAYcGqBXTjTWoHgbUIeXnw9tGGrB0AEIrACAURoBSKwAmNln7322GfPvUiPXoheCPTIEBmi54Fheh69EBmi54EhMkQvRHrwQh5D8EKkBy/kMQSG6HlkiF4I9MhQqKDwnvsfuuLq64y1VihCY2GFVmAE1kIEWji9yNYtHdt7vtYWfxf28Ke14St6S9Zv8UIe/iURsVYy6cZopBJ5ooggT4NDw2VVfqAUSWxnrc2kEw01FXf0ZXffZfGMkunndVzxi1t/T/LYI//9+5d/I3pO+z0PPLRg3o6p6Jm5QM2aOSNQ6qnnnr/y2uuLCgvxFrkgaKiu6GhNwY2+7EB5XVJrTRJvIQIjsJYCOerjubqlYzOmiBX8HQFSnnq1YEuOHkGCAAkShHjEGzwCIgvmz128cL41RkQgVkQgFrAiArEiAnmDBSzkDRZiBQKxIgKxIgKxAoFYiBURiBUIxELeYAmQ8CggPICER4DwABIErGBc0Qr+AYkpBRIiBG9DvEnwNxMTuYlcAAIgAJIA8QYSbyIBkHgTQeJNJAASbyJIAARBAMSbCIKgiFgRACL4K8E2AgGxDSlFYRiLf1AYkhVrw1f0zlg36oU8/DMRsVYy6cZopBJ5ooggT4NDw2VVfqAUSWxH8tOfOnzJrh8Lh8Nf+eJJoVDou9dcd/ghB93Rf9/GkU0/vWr5WWe39Nx971ln/Nd+++zVfUffF044bsVTz+w4d875l36nuKgIb5ELgobqio7WFNzoyw6U1yW11iTxrwigNY5ZkqtZOlY6RYzFGwiEQ3LHU8U/uX/aVkWPIEGAFI94g0cQIKG1ikYq0svOMkaLCEQgFhARKyIQAayIQARiBSJiAYEIxIpYyJsAKyKAQKyIQCwgb4DYBx8ZXv69H4pYjyRACgkPAOEBJARSUiSnHTw+a6q1gr8LEaM5/OFPxWM5LxSCR4QoHuERnice4REeQdiD9t/73/bb2yhlxcBaES3WihgRA2vFahELMSJGrBVrIMZaAzEiVqwRMbDGioG1IgZirLWwGhAA2hgVKBDE3xAC4g3E34Q8hDwYi39QGJYX1oUvvWPGK5u8kId/JiLWSibdGI1UIk8UEeRpcGi4rMoPlCKJt9DaGGsInnXGfxUUhG/t+uM5sbPu6L9v5V9e8qu/+sPrb1695rUzK0/9fc9df3n5lbqq03ddvOi6m379+J+eCoVCeItcEDRUV3S0puBGX3agvC6ptSaJdxYYfGr3XN3SsRlTxAoKQnL7iuKfDkybUPQ8QPAPBH+jlDq74cz2pijc6L77/gq/yWhDEtsI/pEVHLJzsOzoLXOmGysEEPKwaZzf658+sLKQHt5A/A2JvyOgtTk3WZ+K1uJvBAJABH8lEGwjeJOIYBvBmwSCbQTbiAjeJABEhMT/dPecc8HFhPU8hige4XnwCI8IUUiQmDPdnH7w+C47aGWJ7QpC8uLroSt6S/6yIRzy8C+JiLWSSTdGI5XIE0UEeRocGi6r8gOlSOJfyQUBBAUFBUrrUMjzyIlcUFRU6JFBoMLhsOdRaQ1BKOSFQiG8XS4IGqorOlpTcKMvO1Bel9Rak8S7UhrHLMlFlo7NmW67VxT/6P5pOU2PeHdKqaQfaWuKwY3u3v6aeNoYQxLvTBkcuEgljx2dNVWEGMvhv+8uGfxLYcgD8Y4E0Nqcm6hPRWvhRmfXH+tSbdZakngLEfydFuwx1zQeM7rbXB1oAigMywvrwt/tK3lufajAwzsREWslk26MRiqRJ4oI8jQ4NFxW5QdKkYQDuSBoqK7oaE3Bjb7sQHldUmtNEu9FGRy9JLf7XP3Lh6eOK4Y8vCelVNKPtDXF4EZ3b39NPG2MIYl3ldM8aFFw9nGjRWF8667pAysLC8N4T1qblkR9KloLNzq7evzmdmstSbwzbbDLbN103Ogusw2AF18PXdFb8uLr4XAI70JErJVMujEaqUSeKCLI0+DQcFmVHyhFEg7kgqChuqKjNQU3+rID5XVJrTVJvA/a4g0hgkIqP/4AACAASURBVMT7oZRK+pG2phjc6O7tr4mnjTEk8V60xX47qcIQhl4qCHt4P7Q2LYn6VLQWbnR29fjN7dZaknhXyuLjc0zTcZsJLO+d8dz6UIGHdyci1kom3RiNVCJPFBHkaXBouKzKD5QiCQdyQdBQXdHRmoIbfdmB8rqk1pokHFBKJf1IW1MMbnT39tfE08YYkngftIGABSHB+6O1aUnUp6K1cKOzq8dvbrfWksR70RY7zTQEVm8KhT28JxGxVjLpxmikEnmiiCBPg0PDZVV+oBRJOJALgobqio7WFNzoyw6U1yW11iThgFIq6UfammJwo7u3vyaeNsaQhANam5ZEfSpaCzc6u3r85nZrLUm8D1bwBo94P0TEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpPEdtaKMQbbeB5DoRAAa60xFn9FhEMhY4wICgrCAIwxpOd5xNsppZJ+pK0pBje6e/tr4mljDEk4oLVpSdSnorVwo7Orx29ut9aSxGQTEWslk26MRiqRJ4oI8jQ4NFxW5QdKkYQDuSBoqK7oaE3Bjb7sQHldUmtNEtuISMn0afPmzgEJYMuWsVfXrReRWaWls3eYCRAi2pjVa17daf6ORYWFz77worV2/o5zJ3K5TZtHSeItlFJJP9LWFIMb3b39NfG0MYYktrPWam0AESDkeeFwGIDZBn9FhkNhY4xACsJhklprbxu8ndamJVGfitbCjc6uHr+53VpLEpNNRKyVTLoxGqlEnigiyNPg0HBZlR8oRRIO5IKgobqiozUFN/qyA+V1Sa01SWyjtP7csZ86N+F7oVDJ9Gm/77nrG8uvzOVyDTWVZ33tv8a2jodDoU2bR3/w05s+/akjigoLbrjlttVr1ib9yJXX/vS5latCnoe3UEol/UhbUwxudPf218TTxhiS2MZau9suO3/q3w8RgdZ61cuvPPDwo1qbfffe48D99i4Ih5U2Y2Nbsw8OHXLgftOnTb39jr6tE+NLP3nIqpdXr3p5jecRb6G1aUnUp6K1cKOzq8dvbrfWksR21ooxBtt4HkOhELbT2lhrPM8LhcLGaBEUFIQBGGNIz/OItxARayWTboxGKpEnigjyNDg0XFblB0qRhAO5IGioruhoTcGNvuxAeV1Sa00S2xUXF5XOKCn/8n98+QsnnN120QMPPWKtjZ15xr577XHF1T++uLW5sKCgu7dvxzlzNm7aNKW4eNasmStfXPWDn95UUFBI4q2UUkk/0tYUgxvdvf018bQxhiS20cYcedjBtZX/NXtW6cEH7nft9b/4xuX/nVOq7exYdfkpDz/2xB677wrihz+7ef999jbWZB8cWrf+9a9+5UvnXbT81XUbQh7xFlqblkR9KloLNzq7evzmdmstSWwjIiXTp82bOwckgC1bxl5dtx6AiFhrF+00f96Oczdu3LRq9SuLFy4oKix89oUXrbXzd5w7kctt2jxKEtuJiLWSSTdGI5XIE0UEeRocGi6r8gOlSMKBXBA0VFd0tKbgRl92oLwuqbUmie2MMQsXzL/t+h8orZe1ZIYee5LEDrNKCS6YP/emH37n4m9f/dCjTzTHaulxZGTT9GnTevrufWXNa48+/qSxQuLvlFJJP9LWFIMb3b39NfG0MYYktrPWhkOhb57btO/ee5x19rmr17wqwBdPPH7+3Lk33fq7G6/+9kurX7lv8OEDP7H3yObRgoLwzgt3uuV3t/+h955wOOx5xFtobVoS9aloLdzo7Orxm9uttSSxjdL6c8d+6tyE74VCJdOn/b7nrm8sv9IYA/Krp3yxpvyUoqKiPz/93I23dJadfEJBYcENt9y2es3apB+58tqfPrdyVcjzsJ2IWCuZdGM0Uok8UUSQp8Gh4bIqP1CKJBzIBUFDdUVHawpu9GUHyuuSWmuS2E4bM7W4+Oilh51ZcdqU4uIKP/n6hhEQEHS0po46/NDysxJ/Wf3KtKlT9//EXg1VX315zdppU6aUzJj+g5/+fODh4aLCAmynlEr6kbamGNzo7u2viaeNMSSxnTbmY4sW/vg7F8/bcc53f/izn978a2NsKOQppU7+7Ke/deG5Dc3tQ8Mrzvra6SXTp86eNSsI1CuvvjY2tvUXt/5u4+bRkOdhO61NS6I+Fa2FG51dPX5zu7WWJLYrLi4qnVFS/uX/+PIXTji77aIHHnpERA7Yd+/rv3/Fjb/q/OVtXVvHJ07+7LG7Ll70+saRKcXFs2bNXPniqh/89KaCgkISfyci1kom3RiNVCJPFBHkaXBouKzKD5QiCQdyQdBQXdHRmoIbfdmB8rqk1poktjHGHHnYIccsPWzF089WnPIlevzZL249+TPHdHzn6lAo9OvrvnfLb7sv+vb3PHL6tKkXnnv2I8MrSmfOILBowfw/3H1Pz133FhUVYjulVNKPtDXF4EZ3b39NPG2MIYntwuFwUWHBjBkl50TP+rf9P1G1rHnjps0jGzeFC8JXX37hDqUzq5Y1j2zavHV84vOf+/RpXzx57bp141sndlow77bb//jHvvuKi4qwndamJVGfitbCjc6uHr+53VpLEtsZYxYumH/b9T9QWi9ryQw99qQ2+oxTv3zhucnHnvhzOBy65/4H77pvoP5rp3shb2Rk0/Rp03r67n1lzWuPPv6ksULir0TEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpPENsbaIw87uOq0stLSmRtHRq768Q1Tp0w5/ctfWP69axcumP/Vsv/49jXXPb/yLwAO3Hefo4/45DXX37xwpwVnVpw6MrL5Rzf8csPIiOd52E4plfQjbU0xuNHd218TTxtjSGIbpfUpXzih7mvlL/xl1cEH7NeXHbRiD9hnr/KzGvfec8kN37+i/ZLvXP+rW0Ne6OO77pz5euLKa3+268d2/uRB+08tnvLjG3/5wMOPFRYWYDutTUuiPhWthRudXT1+c7u1liS208ZMLS4+eulhZ1acNqW4qMI/+5VX133ttC9/+8Jzv3X1TzZu3pxedlbs65m77nng4AP3baj66str1k6bMqVkxvQf/PTnAw8PFxUWYBsRsVYy6cZopBJ5ooggT4NDw2VVfqAUSTiQC4KG6oqO1hTc6MsOlNcltdYksZ3W2hg7bdqUiVwAAQltTEE4LCK5ICgqKgp5HgBjrNa6sLDAihhjICgoCJPEWyilkn6krSkGN7p7+2viaWMMSWwjIot2mn/IgfsvXDBv7Wvr7rrn/vnzdpw3Z3b2oaGd5s/be8nu9z/0yObRLSJYtNP8nebv+NBjj5dMn37U4Z/csmXsgYceCZQiie20Ni2J+lS0Fm50dvX4ze3WWpLYxhhz5GGHHLP0sBVPP/vVU74UCnn99w/OmT37d913XnnJBXf03bNx0+bq00/xU+0PPTZ8Sfs5jwyvKJ05g8CiBfP/cPc9PXfdW1RUiG1ExFrJpBujkUrkiSKCPA0ODZdV+YFSJOFALggaqis6WlNwoy87UF6X1FqTxNtZEQIk8QEopZJ+pK0pBje6e/tr4mljDElsZ4xRSnseraAgHLZi31BYWGiMUUoVFRZ6ngfAGKONKSostNYGSpEsLCggibfQ2rQk6lPRWrjR2dXjN7dba0liG2PtkYcdXHVaWWnpzI0jI9//yc/33GP3fZbsfvlV1x528AFfO62suLjo9jvv/tkvOvfbZ49jjjjsmutvXrjTgjMrTh0Z2fyjG365YWTE8zxsIyLWSibdGI1UIk8UEeRpcGi4rMoPlCIJB3JB0FBd0dGaght92YHyuqTWmiQcUEol/UhbUwxudPf218TTxhiScEBr05KoT0Vr4UZnV4/f3G6tJYnttNbG2GnTpkzkAogIIFYKCsJa61AoHA55E0FQWFBgjNVaFxYWWBFjDAQFBWGS2E5ErJVMujEaqUSeKCLI0+DQcFmVHyhFEg7kgqChuqKjNQU3+rID5XVJrTVJOKCUSvqRtqYY3Oju7a+Jp40xJOGA1qYlUZ+K1sKNzq4ev7ndWksSb2dFCJDEW4gIAJJ4H0TEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9aloLdzo7Orxm9uttSQx2UTEWsmkG6ORSuSJIoI8DQ4Nl1X5gVIk4UAuCBqqKzpaU3CjLztQXpfUWpOEA0qppB9pa4rBje7e/pp42hhDEg5obVoS9f9fe3AC3XSdNgz7vrO0RcqiLLLvmyiCjuwoICIICGJnRoitto2l+Te1SUxi7NAW42hUHEdHB3AAWZwBUZE4YqZTsZoIkQQMWsGCiKKyyKLI0i3/33K/c3o+zpnnnPd5HvJ9+XnG83FdHnsRqBEM1WjeKiklIkK6EZGU5Pc57NY8SBESEaQonqjLydd0xhARFEjqeklBbqDCA2qEozFLsYtzjoigAGPMpVkr3aWgRnVtpLDMJ4RARFCAc1HutHnsRaBGMFSjeauklIgI6UZEUpLf57Bb8yBFSESQoniiLidf0xlDRFAgqeslBbmBCg+oEY7GLMUuzjkiggKMMZdmrXSXghrVtZHCMp8QAhFBAc5FudPmsReBGsFQjeatklIiIqQbEUlJfp/Dbs2DFCERQYriibqcfE1nDBFBgaSulxTkBio8oEY4GrMUuzjniAgKMMZcmrXSXQpqVNdGCst8QghEBAU4F+VOm8deBGoEQzWat0pKiYiQbkQkJfl9Drs1D1KERAQpiifqcvI1nTFEBAWSul5SkBuo8IAa4WjMUuzinCMiKMAYc2nWSncpqFFdGyks8wkhEBEU4FyUO20eexGoEQzVaN4qKSUiQroRkZTk9zns1jxIERIRpCieqMvJ13TGEBEUSOp6SUFuoMIDaoSjMUuxi3OOiKAAY8ylWSvdpaBGdW2ksMwnhEBEUIBzUe60eexFoEYwVKN5q6SUiAjpRkRSkt/nsFvzIEVIRJCieKIuJ1/TGUNEUCCp6yUFuYEKD6gRjsYsxS7OOSKCAowxl2atdJeCGtW1kcIynxACEUEBzkW50+axF4EawVCN5q2SUiIipBsRSUl+n8NuzYMUIRFBiuKJupx8TWcMEUGBpK6XFOQGKjygRjgasxS7OOeICAowxlyatdJdCmpU10YKy3xCCEQEBTgX5U6bx14EagRDNZq3SkqJiJBuRCQl+X0OuzUPUoREBCmKJ+py8jWdMUQEBZK6XlKQG6jwgBrhaMxS7OKcIyIowBhzadZKdymoUV0bKSzzCSEQERTgXJQ7bR57EagRDNVo3iopJSJCuhGRlOT3OezWPEgREhGkKJ6oy8nXdMYQERRI6npJQW6gwgNqhKMxS7GLc46IoABjzKVZK92loEZ1baSwzCeEQERQgHNR7rR57EWgRjBUo3mrpJSICOlGRFKS3+ewW/MgRUhEkKJ4oi4nX9MZQ0RQIKnrJQW5gQoPqBGOxizFLs45IoICjDGXZq10l4Ia1bWRwjKfEAIRQQHORbnT5rEXgRrBUI3mrZJSIiKkGxFJSX6fw27NgxQhEUGK4om6nHxNZwwRQYGkrpcU5AYqPKBGOBqzFLs454gICjDGXJq10l0KalTXRgrLfEIIRAQFOBflTpvHXgRqBEM1mrdKSomIkG5EJCX5fQ67NQ9ShEQEKYon6nLyNZ0xRAQFkrpeUpAbqPCAGuFozFLs4pwjIijAGHNp1kp3KahRXRspLPMJIRARFOBclDttHnsRqBEM1WjeKiklIkK6EZGU5Pc57NY8SBESEaQonqjLydd0xhARFEjqeklBbqDCA2qEozFLsYtzjoigAGPMpVkr3aWgRnVtpLDMJ4RARFCAc1HutHnsRaBGMFSjeauklIgI6UZEUpLf57Bb8yBFSESQoniiLidf0xlDRFAgqeslBbmBCg+oEY7GLMUuzjkiggKMMZdmrXSXghrVtZHCMp8QAhFBAc5FudPmsReBGsFQjeatklIiIqQbEUlJfp/Dbs2DFCERQYriibqcfE1nDBFBgaSulxTkBio8oEY4GrMUuzjniAgKMMZcmrXSXQpqVNdGCst8QghEBAU4F+VOm8deBGoEQzWat0pKiYiQbkQkJfl9Drs1D1KERAQpiifqcvI1nTFEBAWSul5SkBuo8IAa4WjMUuzinCMiKMAYc2nWSncpqFFdGyks8wkhEBEU4FyUO20eexGoEQzVaN4qKSUiQroRkZTk9zns1jxIERIRpCieqMvJ13TGEBEUSOp6SUFuoMIDaoSjMUuxi3OOiKAAY8ylWSvdpaBGdW2ksMwnhEBEUIBzUe60eexFoEYwVKN5q6SUiAjpRkRSkt/nsFvzIEVIRJCieKIuJ1/TGUNEUCCp6yUFuYEKD6gRjsYsxS7OOSKCAowxl2atdJeCGtW1kcIynxACEUEBzkW50+axF4EawVCN5q2SUiIipBsRSUl+n8NuzYMUIRFBiuKJupx8TWcMEUGBpK6XFOQGKjygRjgasxS7OOeICAowxlyatdJdCmpU10YKy3xCCEQEBTgX5U6bx14EagRDNZq3SkqJiJBuRCQl+X0OuzUPUoREBCmKJ+py8jWdMUQEBZK6XlKQG6jwgBrhaMxS7OKcIyIowBhzadZKdymoUV0bKSzzCSEQERTgXJQ7bR57EagRDNVo3iopJSJCuhGRlOT3OezWPEgREhGkKJ6oy8nXdMYQERRI6npJQW6gwgNqhKMxS7GLc46IoABjzKVZK92loEZ1baSwzCeEQERQgHNR7rR57EWgRjBUo3mrpJSICOlGRFKS3+ewW/MgRUhEkKJ4oi4nX9MZQ0RQIKnrJQW5gQoPqBGOxizFLs45IoICjDGXZq10l4Ia1bWRwjKfEAIRQQHORbnT5rEXgRrBUI3mrZJSIiKkGxFJSX6fw27NgxQhEUGK4om6nHxNZwwRQYGkrpcU5AYqPKBGOBqzFLs454gICjDGXJq10l0KalTXRgrLfEIIRAQFOBflTpvHXgRqBEM1mrdKSomIkG5EJCX5fQ67NQ9ShEQEKYon6nLyNZ0xRAQFkrpeUpAbqPCAGuFozFLs4pwjIijAGHNp1kp3KahRXRspLPMJIRARFOBclDttHnsRqBEM1WjeKiklIkK6EZGU5Pc57NY8SBESEaQonqjLydd0xhARFEjqeklBbqDCA2qEozFLsYtzjoigAGPMpVkr3aWgRnVtpLDMJ4RARFCAc1HutHnsRaBGMFSjeauklIgI6UZEUpLf57Bb8yBFSESQoniiLidf0xlDRFAgqeslBbmBCg+oEY7GLMUuzjkiggKMMZdmrXSXghrVtZHCMp8QAhFBAc5FudPmsReBGsFQjeatklIiIqQbEUlJfp/Dbs2DFCERQYriibqcfE1nDBFBgaSulxTkBio8oEY4GrMUuzjniAgKMMZcmrXSXQpqVNdGCst8QghEBAU4F+VOm8deBGoEQzWat0pKiYiQbkQkJfl9Drs1D1KERAQpiifqcvI1nTFEBAWSul5SkBuo8IAa4WjMUuzinCMiKMAYc2nWSncpqFFdGyks8wkhEBEUXfhvPAAAIABJREFU4FyUO20eexGoEQzVaN4qKSUiQroRkZTk9zns1jxIERIRpCieqMvJ13TGEBEUSOp6SUFuoMIDaoSjMUuxi3OOiKAAY8ylWSvdpaBGdW2ksMwnhEBEUIBzUe60eexFoEYwVKN5q6SUiAjpRkRSkt/nsFvzIEVIRJCieKIuJ1/TGUNEUCCp6yUFuYEKD6gRjsYsxS7OOSKCAowxl2atdJeCGtW1kcIynxACEUEBzkW50+axF4EawVCN5q2SUiIipBsRSUl+n8NuzYMUIRFBiuKJupx8TWcMEUGBpK6XFOQGKjygRjgasxS7OOeICAowxlyatdJdCmpU10YKy3xCCEQEBTgX5U6bx14EagRDNZq3SkqJiJBuRCQl+X0OuzUPUoREBCmKJ+py8jWdMUQEBZK6XlKQG6jwgBrhaMxS7OKcIyIowBhzadZKdymoUV0bKSzzCSEQERTgXJQ7bR57EagRDNVo3iopJSJCuhGRlOT3OezWPEgREhGkKJ6oy8nXdMYQERRI6npJQW6gwgNqhKMxS7GLc46IoABjzKVZK92loEZ1baSwzCeEQERQgHNR7rR57EWgRjBUo3mrpJSICOlGRFKS3+ewW/MgRUhEkKJ4oi4nX9MZQ0RQIKnrJQW5gQoPqBGOxizFLs45IoICjDGXZq10l4Ia1bWRwjKfEAIRQQHORbnT5rEXgRrBUI3mrZJSIiKkGxFJSX6fw27NgxQhEUGK4om6nHxNZwwRQYGkrpcU5AYqPKBGOBqzFLs454gICjDGXJq10l0KalTXRgrLfEIIRAQFOBflTpvHXgRqBEM1mrdKSomIkG5EJCX5fQ67NQ9ShEQEKYon6nLyNZ0xRAQFkrpeUpAbqPCAGuFozFLs4pwjIijAGHNp1kp3KahRXRspLPMJIRARFOBclDttHnsRqBEM1WjeKiklIkK6EZGU5Pc57NY8SBESEaQonqjLydd0xhARFEjqeklBbqDCA2qEozFLsYtzjoigAGPMpVkr3aWgRnVtpLDMJ4RARFCAc1HutHnsRaBGMFSjeauklIgI6UZEUpLf57Bb8yBFSESQoniiLidf0xlDRFAgqeslBbmBCg+oEY7GLMUuzjkiggKMMZdmrXSXghrVtZHCMp8QAhFBAc5FudPmsReBGsFQjeatklIiIqQbEUlJfp/Dbs2DFCERQYriibqcfE1nDBFBgaSulxTkBio8oEY4GrMUuzjniAgKMMZcmrXSXQpqVNdGCst8QghEBAU4F+VOm8deBGoEQzWat0pKiYiQbkQkJfl9Drs1D1KERAQpiifqcvI1nTFEBAWSul5SkBuo8IAa4WjMUuzinCMiKMAYc2nWSncpqFFdGyks8wkhEBEU4FyUO20eexGoEQzVaN4qKSUiQroRkZTk9zns1jxIERIRpCieqMvJ13TGEBEUSOp6SUFuoMIDaoSjMUuxi3OOiKAAY8ylWSvdpaBGdW2ksMwnhEBEUIBzUe60eexFoEYwVKN5q6SUiAjpRkRSkt/nsFvzIEVIRJCieKIuJ1/TGUNEUCCp6yUFuYEKD6gRjsYsxS7OOSKCAowxl2atdJeCGtW1kcIynxACEUEBzkW50+axF4EawVCN5q2SUiIipBsRSUl+n8NuzYMUIRFBiuKJupx8TWcMEUGBpK6XFOQGKjygRjgasxS7OOeICAowxlyatdJdCmpU10YKy3xCCEQEBTgX5U6bx14EagRDNZq3SkqJiJBuRCQl+X0OuzUPUoREBCmKJ+py8jWdMUQEBZK6XlKQG6jwgBrhaMxS7OKcIyIowBhzadZKdymoUV0bKSzzCSEQERTgXJQ7bR57EagRDNVo3iopJSJCuhGRlOT3OezWPEgREhGkKJ6oy8nXdMYQERRI6npJQW6gwgNqhKMxS7GLc46IoABjzKVZK92loEZ1baSwzCeEQERQgHNR7rR57EWgRjBUo3mrpJSICOlGRFKS3+ewW/MgRUhEkKJ4oi4nX9MZQ0RQIKnrJQW5gQoPqBGOxizFLs45IoICjDGXZq10l4Ia1bWRwjKfEAIRQQHORbnT5rEXgRrBUI3mrZJSIiKkGxFJSX6fw27NgxQhEUGK4om6nHxNZwwRQYGkrpcU5AYqPKBGOBqzFLs454gICjDGXJq10l0KalTXRgrLfEIIRAQFOBflTpvHXgRqBEM1mrdKSomIkG5EJCX5fQ67NQ9ShEQEKYon6nLyNZ0xRAQFkrpeUpAbqPCAGuFozFLs4pwjIijAGHNp1kp3KahRXRspLPMJIRARFOBclDttHnsRqBEM1WjeKiklIkK6EZGU5Pc57NY8SBESEaQonqjLydd0xhARFEjqeklBbqDCA2qEozFLsYtzjoigAGPMpVkr3aWgRnVtpLDMJ4RARFCAc1HutHnsRaBGMFSjeauklIgI6UZEUpLf57Bb8yBFSESQoniiLidf0xlDRFAgqeslBbmBCg+oEY7GLMUuzjkiggKMMZdmrXSXghrVtZHCMp8QAhFBAc5FudPmsReBGsFQjeatklIiIqQbEUlJfp/Dbs2DFCERQYriibqcfE1nDBFBgaSulxTkBio8oEY4GrMUuzjniAgKMMZcmrXSXQpqVNdGCst8QghEBAU4F+VOm8deBGoEQzWat0pKiYiQbkQkJfl9Drs1D1KERAQpiifqcvI1nTFEBAWSul5SkBuo8IAa4WjMUuzinCMiKMAYc2nWSncpqFFdGyks8wkhEBEU4FyUO20eexGoEQzVaN4qKSUiQroRkZTk9zns1jxIERIRpCieqMvJ13TGEBEUSOp6SUFuoMIDaoSjMUuxi3OOiKAAY8ylWSvdpaBGdW2ksMwnhEBEUIBzUe60eexFoEYwVKN5q6SUiAjpRkRSkt/nsFvzIEVIRJCieKIuJ1/TGUNEUCCp6yUFuYEKD6gRjsYsxS7OOSKCAowxl2atdJeCGtW1kcIynxACEUEBzkW50+axF4EawVCN5q2SUiIipBsRSUl+n8NuzYMUIRFBiuKJupx8TWcMEUGBpK6XFOQGKjygRjgasxS7OOeICAowxlyatdJdCmpU10YKy3xCCEQEBTgX5U6bx14EagRDNZq3SkqJiJBuRCQl+X0OuzUPUoREBCmKJ+py8jWdMUQEBZK6XlKQG6jwgBrhaMxS7OKcIyIowBhzadZKdymoUV0bKSzzCSEQERTgXJQ7bR57EagRDNVo3iopJSJCuhGRlOT3OezWPEgREhGkKJ6oy8nXdMYQERRI6npJQW6gwgNqhKMxS7GLc46IoABjzKVZK92loEZ1baSwzCeEQERQgHNR7rR57EWgRjBUo3mrpJSICOlGRFKS3+ewW/MgRUhEkKJ4oi4nX9MZQ0RQIKnrJQW5gQoPqBGOxizFLs45IoICjDGXZq10l4Ia1bWRwjKfEAIRQQHORbnT5rEXgRrBUI3mrZJSIiKkGxFJSX6fw27NgxQhEUGK4om6nHxNZwwRQYGkrpcU5AYqPKBGOBqzFLs454gICjDGXJq10l0KalTXRgrLfEIIRAQFOBflTpvHXgRqBEM1mrdKSomIkG5EJCX5fQ67NQ9ShEQEKYon6nLyNZ0xRAQFkrpeUpAbqPCAGuFozFLs4pwjIijAGHNp1kp3KahRXRspLPMJIRARFOBclDttHnsRqBEM1WjeKiklIkK6EZGU5Pc57NY8SBESEaQonqjLydd0xhARFEjqeklBbqDCA2qEozFLsYtzjoigAGPMpVkr3aWgRnVtpLDMJ4RARFCAc1HutHnsRaBGMFSjeauklIgI6UZEUpLf57Bb8yBFSESQoniiLidf0xlDRFAgqeslBbmBCg+oEY7GLMUuzjkiggKMMZdmrXSXghrVtZHCMp8QAhFBAc5FudPmsReBGsFQjeatklIiIqQbEUlJfp/Dbs2DFCERQYriibqcfE1nDBFBgaSulxTkBio8oEY4GrMUuzjniAgKMMZcmrXSXQpqVNdGCst8QghEBAU4F+VOm8deBGoEQzWat0pKiYiQbkQkJfl9Drs1D1KERAQp+vTzL+5caE0yZkAEBVp0vazo/sd8DlBj58ef/rrAzjg3IIICOmMPP7jokbJiUOP9HbFc20NcCAMiKMC4qPKWOoruBzVC74UfcJQLKQ2IkG6SSEoKVLgX5d0DKUIiYozt2LHj9OnTBkS4BF98dfipP63gXCAiKMA4nzVtSt4984EI/jcEYPgXRC4EwiXZu/+LZ5e/LIRARFBACD535vR77poNl4AAjAYDInIhEC5J4rN9L6xcL6VERFBACPnruTPnz7odLgEBGA0GQBRCIFyS2MefrFi3QUpCREg3arXw7jtnT58Kl4AAzGbztGnT2rVrh0S0d+9er9t967RpXAi4BAZEk8kIgAAESqCUUghB8L8zGo379+//6tChuXPnMs7hEhgQTSYjAAIQKIFSCi4kXAKj0bhv796jR4/eMWsW5xwugcGAJqMRAAEIlEDxL1LCJTAajXsSiZ9++um26dM553AJjAaD0WgAQACC9EMAEP8iJVwCo9G4Ox6/OyfHcu+9SETbt2/fuHHjihUr4Jdp27Zt77333tNPPw2/TFu3bk0kEo8++ij8Mr3x+utff/2175FH4Jdp7dq1586edbpcSEQHDx6MRqMFBQXwy/TZZ599/vnnCxcuhF+mRCLxzTff5OTkwC/Tzp07T58+PXfuXPhlikQiLS0tM2bMQCICACJCRPjFIiJEhF8sIkJE+MUiIkSEXywiwn8hIrjssssAkIjg/wMiSiaTWVlZ8D/Sdd3YCv5T6bpuMpkMBgP83+i6bmwF/3kYY4hoMpng/0YIwTnPzMyE/0i6rhtbwf+opaUlMzMTEUElJCJIBWPMaDQaDAZo9emnnx49evS2224DAJPJZDQaEREAGGNmsxlatbS0vBUM3jFrVps2bcxmMyJCK865yWSCi5LJZGZmJrRijHHODQaD2Ww2GAyQDpxzIURGRgYiAkAymczMzIRWLS0tmzdvnjZtWseOHY2tOOcGg8FsNgNAS0vLW8HgHbNmtWnTxmw2IyK04pybTCa4KJlMZmZmQivGGOfcYDCYzWaDwQBpQkS6rkspjRcR0dtvvz1gwIDBgwahwWAymYhICJGRkYGIALBjxw6T0XjT6NEAYDKZ4CLOuclkglaccwAwmUxwUTKZzMjIQERINyklYywjIwMROeevv/baxEmTru7a1WD8fwAAEUkpjUYjtDpx4sSHH3549913SykzMjLgIsaY2WyGVkTEGMvIyICLdF03toJLhkQEl4aIojt27PnkkwyzecrUqcOGDSOiVStXImJS1wXnx7//vrS0tG3btm+//fa5c+eGDh06bdo0s9m8f//+4JYtw6655vjx4wgwY+bMQYMGhT/44LO9e9u2bTt79mwAeG/btjM//dS2bdv58+c3NzevW7s2Ozu7Xfv2c+fO7dy5M6RDPB5/t6Zm7Nixw665pva9985fuNC5c+c5c+Z06NDhwIEDr23a1Kdv34aGhh9Onx4wYEB2u3b1n39+b27ugAED9u/fH9yyZdg11xw/fhwBZsycOWjQoPAHH3y2d2/btm1nz54NAO9t23bmp5/atm07f/785ubmdWvXZmdnt2vffu7cuZ07d4Y0aWpqevPNN8+ePXvmzJke3bsXLVp09uzZZX/+c4+ePRsuXGhoaGibnT1x4sSaf/5z6NChOb/+tRDizy++aDabjSZTS0vL2LFjx40bd+zo0ep//rOpqWnUqFHjxo3bsX37/gMHOOdjx44dN27cwYMHI5FIU1PT6NGjJ0yYAGn12WefffTRR7qu33LLLaNGjTp8+PBrr73WuVOnlpaWH8+c6dG9e9GiRV9/9VXNu+9yzseNGzd69GgAqK6u/vSTT7p1737+/PkePXrceeediBgKhY4cOdKtW7dZs2YdP3bsw+3bm5qaevToMXfu3JaWlurq6pMnT/bs2XP27Nlt2rSBS4NEBJfm4MGDGzdsuDc39/y5c2+99ZbT5SKi9evX5+bmImIkEvn6q6/spaVr1qzp1q3bDTfc8MYbb4wbN+7WW299dePGNldc0aVz5569etXX13+yZ8/MmTO3bt26YMGCQ4cO7d+/f/78+SdOnuzbt28oFMpu23bQ4MGxWKygoAAR27ZtazQaIR0aGxtr/vnPkydPzpo9+9ixY7169Xpt06YhQ4bMu+uuDRs2dOvWbdSoUadPn35l/fq7c3IGDRq0fPnyW2+9ddy4ca9u3Njmiiu6dO7cs1ev+vr6T/bsmTlz5tatWxcsWHDo0KH9+/fPnz//xMmTffv2DYVC2W3bDho8OBaLFRQUIGLbtm2NRiOkiZTyzJkzjY2Na9asueWWW6ZNmxaNRr/88st58+Y1NTW98sorw4cPv/322yORyN69e71e79GjRzdu2DB6zJiePXs2NTZu2LDB6XJt3LDhmuHDBw4cuGnTplmzZgnOO3fp0tTYuPHVVwsKCja/8cbtM2b069cPEbt27Qrp89WhQ3/bsOHuu+/u0qWLyWTq3LnzO++8wzm/+eabGxoa1qxZM2XKlBtvvPH5556bOnXqVZ06vbZp03333z9o0KAX/vSnIUOHdmm1etWqOXfeeerkya8PH541a1b4gw+ysrJu/NWvmpqaunbtunr16hkzZuzfv799u3a3TJ5MRJ07d87IyIBLg0QEl2bfvn2vv/76gw8+eP78+fJHHnnY50smk0eOHFmwYMHRo0e9Xq/1gQeuHzFi2Z///Eh5eZs2bXbu3LkrHr8/P3/16tWFhYVXXXUVAHz00Ue7du3KzMwcMmTItGnTpJSPLllSYLX279cPAP76179mt23boUOH999/f8KECT169hw5ciQiQpp8+OGH9Z9/btM0aLVs2bKhQ4dOmDhx+bJlVqv1yiuvfOaZZ06fPl1VVZWdnb1s2bIxY8aMGDHizy++WGi1XnXVVQDw0Ucf7dq1KzMzc8iQIdOmTZNSPrpkSYHV2r9fPwD461//mt22bYcOHd5///0JEyb06Nlz5MiRiAhptWbNmt27dj3+xBOdOnVavmzZ5ClTrr322r///e9btmx54oknevXqlUgkdmzf7nA63/773w1G45w5cwDg+LFjf/nLX+bOm/ePUGhxRYXBYHj33Xe/OnRIKykBgOPHjq1atWrkqFH76+snTZp0/sKFG264oUePHpA+W7ZsOXb06HUjRiRbWkaPGdOxY8fly5bNnjNnwIABa9as2b1rV+DJJ7/88stoNOpyuQBg06uvmjMybrzxxlAoVFJSYjAYiOipp56aMmVK7Xvv3Zub279//+PHj69Ytux3FRVt2rQhomeWLr1m+PDExx/ffPPNzS0tffr0uf766+GSIRHBpWGMbXv33X2ff96hQ4eDBw/eNW/e14cPjxo5cuSoUT/99FMsFotGoyNGjPj60KGHPJ7MzMw9icT27dvHjR9fX19///33GwyGzz///NWNGxctWrT1nXdGjRw5cdIkInrssccWLlw4ZMiQbdu27YrHyxwOKeXevXvPnz8f27lzxsyZEydOhDQJh8MH9u+3aRoAbNmy5ZvDh22admD//k/r6goLCwFg97/s2tWSTNrt9tWrV08YP95oMn388cf5+fkGg+Hzzz9/dePGRYsWbX3nnVEjR06cNImIHnvssYULFw4ZMmTbtm274vEyh0NKuXfv3vPnz8d27pwxc+bEiRMhrT777LNdu3adPnXKcu+9wS1bim22Nm3aHDx4cPeuXfsPHHjooYe++eabHdu3LyouXrF8+W9++9tevXqdOnVqxYoV02+7revVV2/atGnx4sWI+OGHH+7Zs8fpdJ46dWrFihUzZsw4e/bsurVr77vvvqbm5s/37StzOK688kpIk7Vr10bCYcu99/5w+vSx48dnz55d+9579tJSg8Hw2Wef7dq168yPP940evSBAwdKSkoAYMuWLUzX27VrB4izZs0CgHXr1jHG7r333qVPP120aFHPnj1Pnz79p+eff6S8PDs7e926dUKI22677RGfb9q0ab169YrH4zPvuGPs2LFwaZCIIBVE9P33369atWrmzJmxnTuLFi06f/5816uvNiBu2LChsbHx9KlTOb/+9bBhw/76yitGkwkR+/XrN378+Pr6+uCWLZZ77+3fv38oFDp8+HBpaem33367cuXKhx9+eM+ePYmPP7ZpWnZ29okTJ7p16wYA69evN5vNFosF0iQcDh/Yv9+macFg8PixYzZNMxqNf/vb3wYNGnTdddclk8lOnTqdOXMmEAgsXrz41VdfvelXv/rm22979+49fvz4+vr64JYtlnvv7d+/fygUOnz4cGlp6bfffrty5cqHH354z549iY8/tmladnb2iRMnunXrBgDr1683m80WiwXSpKmpqaGhoWvXrslk8jG//6abbiKAOXPmnDlzplu3bgBQWVFxf35+Q0NDdMeOKVOmbN+xo6io6MyZM2tefvmWyZPHjx9/7ty5pU8/bdO03r17v/jii4MHDbpp9OiXV6++ZfLk8ePH7927d/26dX949lkA+F15uU3T+vTpA2mybdu22M6dlVVVLS0tgSee6Najx9AhQyZOnHj+/PmuXbu2tLQ85vcvWLjwjTfe8Hg8HTp0WLp06Y033vjll1/OmTPn6quvfv311zlj+QUFAPDiiy8OHDhw1qxZH374YTweLysr2/zGG4yx/IICXdcf8flK7PZBgwatX7cuOzs759e/hkuDRASXRkr51ltv7du3j3M+bdq0ZDJ57ty53/zmN//85z93fvSR0WgkokXFxT+cPv36G28YDIaOHTveeeedf//73x944IFkMln24INZWVlDhgzp0rXr3Llzt7z55okTJ4SUc+fObdOmjcvpvP7666/q1Gn4NddkZGYmPv4Y/8VgyM/P7927N6TJ9u3bv/7qq6HDhvkefnjChAnZ2dkDBg48dvToouLixsbGv/31r83Nzclkctz48bNnz3559eq+ffvuP3AgPz8/mUyWPfhgVlbWkCFDunTtOnfu3C1vvnnixAkh5dy5c9u0aeNyOq+//vqrOnUafs01GZmZiY8/xn8xGPLz83v37g1p8tNPP61du7ahoYHp+qDBgxsuXJh22239+vVbv379ie+/F0L07tPnvvvuq6+v3xWPd+jYsXPnzlOnTv3d7363v75+/PjxGZmZCxYs+O677/4RChkMhqu7dcu9995AIFBfXz9+/PiMzMy77747HovV799PUg4ePHihxWI2myFNGhsbX9248cjRoyTl0KFDjx8/ft/992dlZb388ssNDQ16Mjn82mt/+9vfbtu2LbpjByIOHTZs5MiR4XC4tLT0rbfeeu65526dOtVkNk++5ZYhQ4euXrVKZ8xoNN533311dXV/fPbZqVOnmszmKVOmZGVlvf3220aDITMz8/78/O7du8OlQSKCS9bY2JhMJs1mc7t27bZu3Tpy5Mg+ffoIIRouXBBStr3iisysLABobGxMJpPt27c/duzYvr17Z8+ZI4RoamwkAM65yWRq3769lPLcuXNmszk7O5vpenNLCxEJITIzM7Oysi5cuCClbNu2bWZmJqSPEIKIhBDJZJKIhBDHjx//9ptvZs+ZAwBNTU0tLS0mo7F9hw4AwBj79ttvv/jii9mzZwshmhobCYBzbjKZ2rdvL6U8d+6c2WzOzs5mut7c0kJEQojMzMysrKwLFy5IKdu2bZuZmQlp1dzKaDQCwHvbts25887MzMxkMtnU2IiI7Tt0MBgMQghd1999990xY8Z069atsbGRiDjniJidnW0ymRoaGhhjHTp0MBgMDRcuEADnHBHbtWtnNBrPnj0LAB06dEBESCsp5blz5wwGQ0NDw549e2bNmmU0GptbGY3G9u3bIyIAnD9/XgrR8cord+7caTQax4wZ09zczBiTrdq00nW9oaHhiiuuyMrKam5uZozJVm1aNTQ06LqenZ2dkZEBlwyJCP5fkVIaDAb4HxERIsJ/MCJCRPhvEBEiwn8qIkJE+G9IKQ0GA/xHIiJEhP+NlNJgMMDPBYkILrvsMgAkIrjssssAkIjgsssuA0AigssuuwwAiQguu+wyACQiuOyyywCQiOCyyy4DQCKCyy67DACJCC677DIAJCK47LLLAJCI4LLLLgNAIoI0IYDm5mYiSB1lZmaajEYA+PLLL7/44ouJEydeeeWV586dO3bs2LBhwwwGA7TasWPHV4cOGY3GTp07T5gwoUOHDvDfa2lpeemll06dOvXAAw8MGDAAUrdp06ZevXpNmjQJfkYkBRqMcAmOHDny3XffTZw4EX4WX3755c6PPup69dUzZsw4c+bMd999d8MNN8BFx44d++mnn6677jpoJaWsq6s7ePBg586df/WrX3Xs2BEATp44sWv3bl3Xr7/++sGDBwPAmTNntr37rs4YABgNhqm33vr999/v3bvXYDBceeWVY8eO7dKlC/xckIggTZqamsfcPr+hsdFgMEAqGpta1r249I7bJp84cWLTq68OHTbs2LFjeXl5W958s3fv3pNuvhlaMcYWL17cp0+fwYMHf3Xo0Jdffun1env07AkAnHOTyQQA1MpgMAgh4rt2bdm82eF0du/e3WQycc5NJhO0EkIYjUZqha045yaTCQCklAaDAVqdPn06KysrOzubiAwGA2PMbDbDRVJKg8EAAEIIo9EI6XBi3+aT+94cPP3xKzoNhP8RET2zdOm77767dt263r17M87NJhO0olYGg0FKaTAYoJUQwmg0EhEiAoCU0mAwwL/hnJtMJikltgIAzrnJZIKLjh079v7772//8MM/L1u2b98+t9v90ksvDR06FAAYY06ns2uXLksefRQAiGjDhg379u4dN378sWPHevXsOe+uu2pqat7ZuvWmm27KatMmHotdM3x4YWFhXV3diy+++Nvf/hYRDQbDjTfeuGzZsuz5ZXL2AAALWElEQVTs7BHXX//dt99++sknD7ndAwYMgJ8FEhGkSWNT87UTZ1xoaDAYDJCKxqbmTatemDtzWv3nn+/evfve3Ny1a9b0HzDg9KlTCy0WuEjX9ccff/w3v/nNiBEjAOC5557r36/fLZMnr1q16scffujcubP1gQc456tXr84wm68fOXL79u0fRaPz77571qxZwWDw1KlTmZmZ99133+DBg1/btOngwYO9+/S55ZZbXn/tNaPReOrUqSFDh1555ZWf7Nmj6/pv77ln9OjRwS1b+vXr16t371WrVplNplOnTvXo2VPTNLPZ/NdXXvm8vj47O7tjhw6DhwyZNWsWXLLkhRPJhpMACP8GDXjuu/g3Hz3Pmn5s1/2G/jd7Mtp2ISL4dwhXdOxnymoPAIcPH161alXPnj0zzOaiRYuqq6vNZvNtt90GAJs3bx42bFh9ff3u3bszMzLmzZs3esyYt95664sDB7Kzs+fceefWrVtPfP89ES20WK677rq6Tz/d9NprRNS1SxdzRsb999+v6/rLL7/84w8/dO7cuaCwsEuXLtDq+++//8Mf/hAIBL744gunw3HHHXc85HYbjcYPP/zwuWefnTBxovfhhwGAc15RUTF9+vRp06ZBq6NHjz715JMej6df//4A0NTYWFFRsdBiMZvNW7durayshIt+//vfT5s2bcKECQCwdu1awfkDRUXws0AigjRpbGoecfPMCw2NBoMBUtHY1Pzqyj/dOePW8+fPv7ZpU2ZWlp5MNjU1DR8+3Gw2jxw1qmPHjgCg6/oTTzxxzz33DB8+XAjxmN8/dty4Q4cO9e/ff/r06ZFIZH99/cw77vC43Y8//viwa67ZuXNn+IMPHnK7ly9b1rtPnzlz5uzdu/fvb71VWVX1ZCDQoWPHBx988Pjx406n86knn+zVu7fv4Yc7der0SHl5XV3d1rffXvrMM88/99x1I0YMGTKkRNMCgUC//v2f++Mfx0+YIIWIxWIPlpVJot/7/YMGD3Y6nXBpGn84+OlrC3nLeUQD/FdS6ACEaCTJ0JiBaIT/SgrWvscN181bnpF99V9eeql79+7TbrvN/+ijHq/39KlTGzZufPTRR3/88ccVK1YMHTr0xIkTNpvt1KlTq1etesjtXrly5flz58p/9zuj0Xj69GmDwfDxxx8nEgmHw/HE44/fs2DB8OHDt2/fvm7t2j8vW/bapk0DBw2aPn16JBLZu3ev0+k0mUwAcOTIkeeffz4QCNTX1//9rbcyMjImT5lyww03PPvss126dGlpaXE6ndAqHA5v2bKlf//+Q4YMmTx58u7du3d+9NHvFi+GizZt2nT+3LkJEyc+/dRTd82fD0SdOnWadPPNTz311PTp08eOHQsAS5cu7dOnz4IFC+BngUQEadLY1Dzi5pkXGhoNBgOkorGp+dWVf7pzxq0AcPbs2ePHj+/evRsA9GSyS5cuzc3NCxYuRETO+UMPPdTU1NSje/fz588PHDjwngULnA5H5y5d2rdr19zcbDQaFyxcuHnz5scee8xkMsVisfAHH5Q++OCSJUsefvjhq6++WgixpKrqngULampqxo8bN3HSpIMHD655+eXHn3jCZDK98MILffv2nTdv3qlTp55ZuvSJQOClFSuGX3vtwIED//LSS48/8YTJZHrjjTeam5p++umna4YPv/322wHgrbfeOnHihM1mg0vTdObrfcHilnNHEA3w7xCk0ElwNBhJcoO5DaIBCP6dlKxj7zHXzlv243nmcjimT5/erVu3NzdvnjJ1am5u7u9///s77rjjm8OH0WA4fPjwnkRi4MCBUsrvvvtucUXFu+++O2TIkJkzZ548eXLNmjUtzc0NDQ3NLS2LFi3a9OqrTz39NAA0NDT4/X6bzVZVVdWpU6f27do1Nzcj4pJHH23Xrh0AHDly5Pnnnw8EAvv27Xu3pmbeXXe99tpr3bt3v+rKK7t07Zr4+GOP1wsXnT17NpFI7N69W0o5ZsyY7du3+/1+uGj16tUZGRk33HDD0qefvmv+fCDq1KnTpJtvfszv//a77/r26XP8+PEePXu63e4OHTrAzwKJCNKkoal50E2Tz19oNBgMkIrGpqYt61+aP2s6tNq1a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"text": "\n\n<::Stacked bar chart with an overlay line graph titled \"Weighted Average Risk Rating (2)\".\n\nThe x-axis represents dates:\n- 9/30/2025\n- 12/31/2025\n- 3/31/2026\n- 6/30/2026\n\nThe stacked bars represent the distribution of risk ratings, with the following legend:\n- Dark blue: 1\n- Green: 2\n- Dark grey: 3\n- Brown: 4\n- Red: 5\n\nAn overlay line graph shows the Weighted Average Risk Rating over time:\n- For 9/30/2025: 3.6\n- For 12/31/2025: 3.2\n- For 3/31/2026: 3.1\n- For 6/30/2026: 3.1\n\nLegend for line graph: Weighted Avg Risk Rating\n: chart::>"
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}
],
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{
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"text": "Weighted average risk rating is weighted based on carrying value of portfolio assets."
}
]
},
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"
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{
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]
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{
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},
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"description": {
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"text": "\n\n<::Capital Structure Composition (1) donut chart. The total value in the center is $1,112.7. The chart segments are:\n- Secured Financing: 77.1%\n- Common Equity: 13.0%\n- Preferred Equity: 5.4%\n- Term Loan: 4.5%\n: chart::>"
},
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{
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"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "(1)",
"kind": "footnote",
"label": "Capital Structure Composition(1)"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "(1) In millions. LFT total capitalization is a non-GAAP measure which excludes certain Balance Sheet items; Please see Appendix for reconciliation to GAAP."
},
{
"marker": "(2)",
"text": "Secured financing shown at par value. 2025-FL3 CLO GAAP carrying value of $580.7 includes $4.3 million of unamortized debt issuance costs. Secured financing agreements carrying value of $271.1 million includes $1.9 million of unamortized debt issuance costs."
},
{
"marker": "(3)",
"text": "Term loan shown at par value. GAAP carrying value of $49.7 million includes $0.3 million of unamortized debt issuance costs."
},
{
"marker": "(4)",
"text": "Preferred equity shown at $60 million liquidation preference."
},
{
"marker": "(5)",
"text": "Noncontrolling interest was $99,500 as of 6/30/2026 and is excluded from common equity above."
}
]
},
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"captions": [],
"references": [],
"footnotes": [],
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9996240139007568
},
{
"class_name": "bar_chart",
"confidence": 0.00024322562967427075
},
{
"class_name": "flow_chart",
"confidence": 5.746914030169137e-05
},
{
"class_name": "calendar",
"confidence": 2.6326875740778632e-05
},
{
"class_name": "other",
"confidence": 1.2202417565276846e-05
},
{
"class_name": "line_chart",
"confidence": 1.0160141755477525e-05
},
{
"class_name": "engineering_drawing",
"confidence": 8.339653504663147e-06
},
{
"class_name": "table",
"confidence": 7.14357747710892e-06
},
{
"class_name": "geographical_map",
"confidence": 3.3093192541855387e-06
},
{
"class_name": "icon",
"confidence": 1.6506603515153984e-06
},
{
"class_name": "full_page_image",
"confidence": 1.1696454293996794e-06
},
{
"class_name": "logo",
"confidence": 1.1607821761572268e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.112353743337735e-06
},
{
"class_name": "page_thumbnail",
"confidence": 7.311339800253336e-07
},
{
"class_name": "scatter_plot",
"confidence": 6.22641152858705e-07
},
{
"class_name": "screenshot_from_computer",
"confidence": 4.794249548467633e-07
},
{
"class_name": "chemistry_structure",
"confidence": 4.198761587304034e-07
},
{
"class_name": "music",
"confidence": 1.9286537167317874e-07
},
{
"class_name": "topographical_map",
"confidence": 9.786551657953169e-08
},
{
"class_name": "photograph",
"confidence": 6.655441353586866e-08
},
{
"class_name": "signature",
"confidence": 4.0870947515259104e-08
},
{
"class_name": "crossword_puzzle",
"confidence": 2.810238441952606e-08
},
{
"class_name": "stamp",
"confidence": 1.7392547846384332e-08
},
{
"class_name": "box_plot",
"confidence": 1.5197649361198273e-08
},
{
"class_name": "bar_code",
"confidence": 4.021986743651951e-09
},
{
"class_name": "qr_code",
"confidence": 1.0647227544069437e-09
}
]
}
]
},
{
"self_ref": "#/pictures/17",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.5382964015007019,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.2676207721233368,
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"class_name": "icon"
},
{
"confidence": 0.05828547105193138,
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"class_name": "bar_chart"
},
{
"confidence": 0.033501267433166504,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.03267167508602142,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 0.024654021486639977,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.01205629575997591,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
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{
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"meta": {
"description": {
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"text": "\n\n<::bar chart: The first chart shows Floating Rate Assets(2) of $1,015 (represented by a dark blue bar above the axis), Floating Rate Liabilities(3) of -$858 (represented by a gold bar below the axis), and a Net Exposure of $157 (represented by a light gray bar above the axis, to the right of the first two bars). The second chart is a bar chart with an X-axis showing basis point changes: +50 bps, +25 bps, 0 bps, -25 bps, -50 bps. The corresponding values are: +50 bps: $0.00 (bar below axis), +25 bps: $0.00 (bar below axis), 0 bps: (no visible bar), -25 bps: $0.01 (bar above axis), -50 bps: $0.02 (bar above axis).::>"
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"class_name": "stamp"
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"class_name": "bar_code"
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},
"quber__figure_job_id": "cmss6gwh709sqbk013abnpn1o",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "96627f67-0883-4f62-a637-89cec945085b",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "(1)",
"kind": "footnote",
"label": "Floating-Rate Exposure(1)"
},
{
"marker": "(2)",
"kind": "footnote",
"label": "Floating Rate Assets(2)"
},
{
"marker": "(3)",
"kind": "footnote",
"label": "Floating Rate Liabilities(3)"
},
{
"marker": "(4)",
"kind": "footnote",
"label": "Net Interest Income Per Share Sensitivity to Change in SOFR(4)"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "Note:"
},
{
"marker": "(1)",
"text": "In millions. Net Exposure represents UPB of floating rate loan portfolio assets net of par value of secured floating rate debt outstanding."
},
{
"marker": "(2)",
"text": "Figure reflects unpaid principal balance of floating-rate loan portfolio."
},
{
"marker": "(3)",
"text": "Comprised of secured financing arrangements and outstanding securitization notes related to 2025-FL3, all of which are indexed to one-month SOFR. Figure reflects par value of notes."
},
{
"marker": "(4)",
"text": "Annualized impact per common share. Assumes starting 30-day term SOFR of 3.65%. Our loan assets feature rate floors which partially mitigate the adverse earnings impact of declines in SOFR."
}
]
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
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"confidence": 0.51439368724823
},
{
"class_name": "logo",
"confidence": 0.37557730078697205
},
{
"class_name": "bar_chart",
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},
{
"class_name": "bar_code",
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},
{
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},
{
"class_name": "engineering_drawing",
"confidence": 0.00598248653113842
},
{
"class_name": "music",
"confidence": 0.005197649821639061
},
{
"class_name": "calendar",
"confidence": 0.004597118124365807
},
{
"class_name": "photograph",
"confidence": 0.004443657584488392
},
{
"class_name": "line_chart",
"confidence": 0.002666719723492861
},
{
"class_name": "stamp",
"confidence": 0.00260442984290421
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.001550793764181435
},
{
"class_name": "flow_chart",
"confidence": 0.0015331897884607315
},
{
"class_name": "page_thumbnail",
"confidence": 0.0014327855315059423
},
{
"class_name": "qr_code",
"confidence": 0.0007175688515417278
},
{
"class_name": "chemistry_structure",
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},
{
"class_name": "table",
"confidence": 0.0004883009823970497
},
{
"class_name": "full_page_image",
"confidence": 0.00045525579480454326
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0004275009559933096
},
{
"class_name": "signature",
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},
{
"class_name": "geographical_map",
"confidence": 0.00019444548524916172
},
{
"class_name": "crossword_puzzle",
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},
{
"class_name": "pie_chart",
"confidence": 0.0001231392816407606
},
{
"class_name": "scatter_plot",
"confidence": 3.896884300047532e-05
},
{
"class_name": "topographical_map",
"confidence": 3.5576951631810516e-05
},
{
"class_name": "box_plot",
"confidence": 2.5734147129696794e-05
}
]
}
]
},
{
"self_ref": "#/pictures/30",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\nQ2 Payoffs by Property Type(1)\n<::donut chart::>\nCentral value: $184.0\nSegment: Multifamily, $184.0, 100.0%\n::>"
},
"classification": {
"predictions": [
{
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"class_name": "pie_chart"
},
{
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{
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"class_name": "icon"
},
{
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"class_name": "flow_chart"
},
{
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"class_name": "other"
},
{
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"class_name": "screenshot_from_manual"
},
{
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"class_name": "logo"
},
{
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"class_name": "bar_chart"
},
{
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"class_name": "chemistry_structure"
},
{
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"text": "\u2022 Q2 2026 GAAP net loss attributable to common stockholders of $0.18 per share. \u2022 Q2 2026 Distributable Loss (1) of $0.10 per share. \u2022 On June 10, 2026, the Company declared a cash dividend for the quarter of $0.04 per share of common stock. \u2022 The Company also declared a cash dividend for the quarter of $0.49219 per share of 7.875% Cumulative Redeemable Series A Preferred Stock. \u2022 Book Value Per Share of Common Stock was $2.76 (2) as of 6/30/2026.",
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