{"id":"W6980085796","doi":"","title":"Assured Guaranty Ltd. Reports Results for Fourth Quarter 2020 and Full Year 2020 \\n\\tTamar Securities Financial Portal Home","year":2021,"lang":"en","type":"other","venue":"","topic":"Financial Distress and Bankruptcy Prediction","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Surety; Payment; Debt; Financial services","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002616265,0.0004464716,0.0006159021,0.0001723459,0.0001505594,0.0003843266,0.0001301771,0.0004875441,0.002049385],"category_scores_gemma":[0.0001914124,0.0004212893,0.0002306292,0.0002378937,0.00007621319,0.0002801805,0.0001299538,0.000214508,0.0000302136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001443612,"about_ca_system_score_gemma":0.00007468632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009384358,"about_ca_topic_score_gemma":0.004057726,"domain_scores_codex":[0.9977672,0.00001022506,0.0006337393,0.0008238183,0.0003534139,0.000411641],"domain_scores_gemma":[0.9987683,0.00002242982,0.0006369919,0.0003878037,0.0001604004,0.00002404248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001679365,0.00006419732,0.0003967429,0.0008138753,0.00005546437,0.0003209665,0.00001875818,6.72151e-7,0.00002547637,0.002669667,0.9943898,0.001076414],"study_design_scores_gemma":[0.001205503,0.00004673352,0.01071816,0.0005149002,0.0001681187,0.00002463551,0.0001255819,0.0001689553,0.000003238772,0.001067434,0.9853391,0.0006176581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004457212,0.003167499,0.001026132,0.001425188,0.006297459,0.001565602,0.001095559,0.0006721033,0.9802933],"genre_scores_gemma":[0.1145621,0.00125506,0.00186431,0.002304318,0.04707423,0.0004217742,0.01438027,0.001130356,0.8170075],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1632857,"threshold_uncertainty_score":0.9998239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006445610851010299,"score_gpt":0.199526726882907,"score_spread":0.1930811160318966,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}