{"id":"W4411618216","doi":"10.51847/mm2k7i6z6o","title":"10.51847/mm2K7I6z6o","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":"Business; Accounting; 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":[0.0005157123,0.00008644083,0.0001062838,0.0001314607,0.0001386966,0.0001799428,0.0001594442,0.00003762584,0.9882856],"category_scores_gemma":[0.0003282785,0.00008261692,0.00004573253,0.0004402005,0.00001677875,0.0002440691,0.00005326474,0.00007411126,0.9898795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001473133,"about_ca_system_score_gemma":0.00002400804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000195242,"about_ca_topic_score_gemma":5.243787e-7,"domain_scores_codex":[0.9990443,0.000006630429,0.0001912869,0.0001871424,0.0003189326,0.0002516794],"domain_scores_gemma":[0.9995803,0.00002027978,0.00004945536,0.0001953032,0.0001364693,0.00001822282],"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":[0.00003143449,0.00002780245,0.00001060763,0.00001066265,0.000003659861,0.000006306163,0.000001967585,0.0000883694,0.00003833359,0.00002986665,0.0940749,0.9056761],"study_design_scores_gemma":[0.0001244172,0.00001136647,0.001070085,0.00001268256,0.000007539669,8.743469e-7,6.313629e-7,0.001613823,0.000005401821,0.00002723762,0.9970151,0.0001109078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01766178,0.00001086105,0.000001201926,0.0008089739,0.000005270317,0.0001493107,6.84409e-7,0.0001486652,0.9812133],"genre_scores_gemma":[0.005423389,9.144067e-8,0.00003207833,0.0003148804,0.0006261818,0.00001936816,0.00001364977,0.00001736467,0.993553],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9055652,"threshold_uncertainty_score":0.336902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286822811204171,"score_gpt":0.2378566658557048,"score_spread":0.2149884377436631,"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."}}