{"id":"W4411658762","doi":"10.51847/pi2qrdadyk","title":"10.51847/Pi2qRdadYk","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Corporate Governance and Financial Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Accounting; Business; Corporate governance; Internal audit; Audit; Audit committee; 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":[0.0004980255,0.001061952,0.0006417503,0.00178689,0.001254616,0.004090416,0.001166924,0.002400964,0.9687283],"category_scores_gemma":[0.001272554,0.0004729773,0.0005121234,0.00200085,0.0006851739,0.002436975,0.002448639,0.001437392,0.9756738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102958,"about_ca_system_score_gemma":0.0008112279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003708345,"about_ca_topic_score_gemma":0.002753804,"domain_scores_codex":[0.9996209,0.00002897936,0.0000272778,0.000112304,0.0001385626,0.00007190898],"domain_scores_gemma":[0.9991155,0.0001602386,0.00004951921,0.0001892656,0.0002537279,0.0002317589],"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":[0.0001573519,0.0001570931,0.0007364714,0.0002720948,0.00001143898,0.0001465498,0.00008814699,0.0002411433,0.00169435,0.009328469,0.4361049,0.551062],"study_design_scores_gemma":[0.00002919544,0.00002828969,0.0006611924,0.00007124132,0.000005695482,0.0001660814,0.000065544,0.0002343557,0.0004445899,0.001137523,0.9971458,0.00001047224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006781479,0.0002080705,0.001074489,0.0005905597,0.0003136974,0.0000553627,0.001217077,0.001402512,0.9944602],"genre_scores_gemma":[0.002347894,0.0001456808,0.0004828153,0.000201319,0.00004239128,0.00003080201,0.0007848691,0.0002395097,0.9957247],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0312717,"threshold_uncertainty_score":0.0446052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007353865746945715,"score_gpt":0.1535656081353468,"score_spread":0.146211742388401,"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."}}