{"id":"W4411618225","doi":"10.51847/vluc2ta5u1","title":"10.51847/VLUC2TA5u1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Earnings; Accounting; Earnings response coefficient; Econometrics; Business; Psychology; Economics","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":[0.001325935,0.001322284,0.0009265137,0.003625466,0.001332921,0.006411213,0.001500923,0.00334237,0.8969767],"category_scores_gemma":[0.002977322,0.000405685,0.0008547336,0.003977291,0.0008037339,0.002498514,0.002696108,0.001471091,0.9192328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374875,"about_ca_system_score_gemma":0.001351974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003888652,"about_ca_topic_score_gemma":0.001821092,"domain_scores_codex":[0.9984732,0.0002658616,0.0001410613,0.0004557785,0.0004551747,0.0002089456],"domain_scores_gemma":[0.9972479,0.0005688107,0.0002660169,0.0004855988,0.0009540147,0.0004776319],"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":[0.0002537251,0.0003155824,0.003912074,0.000466034,0.00002712229,0.0002972872,0.0001768552,0.0004560866,0.003316459,0.00613676,0.1615031,0.823139],"study_design_scores_gemma":[0.00006172244,0.0001530506,0.004752007,0.0005240625,0.00003557942,0.0007386478,0.0003491621,0.001845526,0.002030776,0.003377467,0.9860701,0.00006187557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006939143,0.002186115,0.006727563,0.001932074,0.001591439,0.0002587843,0.003125525,0.004984958,0.9722544],"genre_scores_gemma":[0.02136885,0.00112054,0.004898755,0.0009325706,0.0003499946,0.000228839,0.003780414,0.0009228827,0.9663971],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1030233,"threshold_uncertainty_score":0.1469501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005293163062901111,"score_gpt":0.1670162082236759,"score_spread":0.1617230451607748,"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."}}