{"id":"W4411656614","doi":"10.51847/kqocoopec5","title":"10.51847/kqoCOOpEC5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Real estate; Database transaction; Business; Database; Computer science; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002044008,0.000116604,0.0002338463,0.0001194909,0.00008319441,0.00004949584,0.0002254804,0.00005101833,0.9836611],"category_scores_gemma":[0.00002074438,0.0001426815,0.00007206215,0.0002673857,0.00001817511,0.0001304761,0.00003339169,0.0000658326,0.9956889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000044648,"about_ca_system_score_gemma":0.000005577513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007788555,"about_ca_topic_score_gemma":3.489168e-7,"domain_scores_codex":[0.9990829,0.000004434799,0.0003108465,0.0002862486,0.00002955637,0.000286077],"domain_scores_gemma":[0.9995386,0.00000898959,0.00005507511,0.000309019,0.00001433229,0.00007397806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004102305,0.00005989392,0.00001514733,0.000006139759,0.00001660077,0.000005700042,0.00002908273,0.0001614793,9.084739e-7,0.002664278,0.05243865,0.9445611],"study_design_scores_gemma":[0.0001985563,0.00007518417,0.001501527,0.000005475903,0.000002261321,6.572329e-7,4.814755e-7,0.0001760335,0.000002462637,0.0002870611,0.9975503,0.0002000061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002175685,0.0002615035,0.00001554739,0.000322866,0.0000103845,0.0002085285,0.00005251625,0.00006570049,0.9968873],"genre_scores_gemma":[0.003382614,0.000008968778,0.0001243897,0.0002442204,0.000140583,0.00003565143,0.00001002852,0.00002194526,0.9960316],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9451116,"threshold_uncertainty_score":0.5818381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109930023664588,"score_gpt":0.1666294983525081,"score_spread":0.1555301981158622,"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."}}