{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005291419,0.00008723227,0.0001068085,0.0001325944,0.0001392106,0.0001834338,0.000160217,0.00003784374,0.9882823],"category_scores_gemma":[0.0003416755,0.00008320598,0.00004618919,0.0004430786,0.00001680781,0.0002496288,0.00005263859,0.00007463286,0.9899274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001506983,"about_ca_system_score_gemma":0.00002407181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001908128,"about_ca_topic_score_gemma":5.225753e-7,"domain_scores_codex":[0.9990357,0.000006773834,0.0001941343,0.000188724,0.0003215049,0.0002531215],"domain_scores_gemma":[0.9995746,0.00002097058,0.00005017269,0.0001968952,0.0001388433,0.00001852427],"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":[0.00003174529,0.00002786998,0.00001069202,0.00001063318,0.000003743991,0.000006245291,0.000002035513,0.00008787521,0.00003349533,0.00003138127,0.09443374,0.9053205],"study_design_scores_gemma":[0.0001225493,0.0000114336,0.001217517,0.00001265015,0.000007412402,8.83364e-7,6.724229e-7,0.001638811,0.000004241997,0.00002807489,0.9968438,0.0001119419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01752734,0.00001060965,0.000001305504,0.0008190489,0.000005293813,0.0001504384,6.744928e-7,0.0001503973,0.9813349],"genre_scores_gemma":[0.004825966,8.992401e-8,0.00003338605,0.000306114,0.0006324918,0.00001939019,0.00001355191,0.00001743102,0.9941516],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9052086,"threshold_uncertainty_score":0.3393041,"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."}}