{"id":"W4411656707","doi":"10.51847/zcgf7sv7pl","title":"10.51847/zCGF7sV7PL","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; Business; Earnings management; Monetary economics; Accounting; Financial system; 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":[0.001303849,0.001503581,0.0008719109,0.003864461,0.001229683,0.00444815,0.001291515,0.003191542,0.952598],"category_scores_gemma":[0.002122586,0.0004042739,0.0008410104,0.003211193,0.0009806855,0.002267238,0.003291421,0.00126897,0.9541554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307952,"about_ca_system_score_gemma":0.001154961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003527621,"about_ca_topic_score_gemma":0.001746162,"domain_scores_codex":[0.9990259,0.0001255396,0.000093544,0.0002549798,0.0003460708,0.0001539337],"domain_scores_gemma":[0.9983797,0.000326404,0.0001311975,0.0002881371,0.0005896119,0.0002849989],"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":[0.0002017853,0.0001656682,0.002205121,0.0004713175,0.00001579724,0.0003663975,0.0001790397,0.0003102351,0.002397835,0.005521456,0.1727528,0.8154124],"study_design_scores_gemma":[0.00006050056,0.0001019661,0.002983758,0.0004724017,0.00001386729,0.000555575,0.0002709167,0.0006248117,0.0009766241,0.002433985,0.9914738,0.00003182975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004546951,0.001059564,0.003352136,0.001464536,0.0008369853,0.0002720078,0.002787089,0.003745297,0.9819355],"genre_scores_gemma":[0.01250651,0.0007283872,0.003228825,0.0008096044,0.000200617,0.0001881174,0.003192939,0.0006995395,0.9784455],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04740202,"threshold_uncertainty_score":0.06761312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005338039648894884,"score_gpt":0.1671466780312589,"score_spread":0.1618086383823641,"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."}}