{"id":"W4411656816","doi":"10.51847/9gh0ug3d8e","title":"10.51847/9gh0Ug3D8e","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accounting; International Financial Reporting Standards; Business; Financial accounting; Capital market; Fair value; Mark-to-market accounting; Accounting standard; Accounting information system; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001091395,0.001360145,0.0009270156,0.002939641,0.001764834,0.003698407,0.001255429,0.004193593,0.9671739],"category_scores_gemma":[0.001964249,0.0004637429,0.0006007078,0.00248487,0.001222043,0.002351162,0.003214225,0.001199603,0.957965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228547,"about_ca_system_score_gemma":0.0005288636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004381288,"about_ca_topic_score_gemma":0.004231334,"domain_scores_codex":[0.9992589,0.0000897635,0.00004664781,0.0001804347,0.0002587504,0.0001653873],"domain_scores_gemma":[0.9985769,0.0003144579,0.00006851966,0.0002521153,0.0005095155,0.0002784941],"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":[0.0002265269,0.0001366763,0.001461178,0.0003490815,0.00001418892,0.0003531044,0.0001182437,0.0003010334,0.00249456,0.008738138,0.3135132,0.672294],"study_design_scores_gemma":[0.00002453628,0.00002911307,0.0009170347,0.0001738036,0.00000592885,0.0002218432,0.00007903038,0.0002529816,0.0006196144,0.001147719,0.9965143,0.00001415656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001245195,0.0005629354,0.001710643,0.0009453602,0.0004417979,0.0001258883,0.001348466,0.001530383,0.9920893],"genre_scores_gemma":[0.003868852,0.0002712565,0.001171231,0.0003223,0.00006368502,0.00005028587,0.0008079822,0.0003072942,0.993137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03282607,"threshold_uncertainty_score":0.04682231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297853970102296,"score_gpt":0.2381531587395491,"score_spread":0.2151746190385262,"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."}}