{"id":"W7095663211","doi":"","title":"Do Canadian Companies Employ Big Bath Accounting When","year":2016,"lang":"en","type":"article","venue":"","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Goodwill; Earnings management; Earnings; Punitive damages; Audit; Write-off","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001834066,0.0002860397,0.0002323891,0.003011258,0.006485796,0.005928121,0.001423466,0.0008419429,0.009373128],"category_scores_gemma":[0.01390881,0.0003271823,0.0003212598,0.004766825,0.002123195,0.002209819,0.001672256,0.0008547751,0.001452414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03089513,"about_ca_system_score_gemma":0.06267347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9868599,"about_ca_topic_score_gemma":0.994372,"domain_scores_codex":[0.995122,0.0001871845,0.0001290872,0.0002892565,0.002635834,0.001636721],"domain_scores_gemma":[0.9841495,0.0008097689,0.003875621,0.0009177852,0.00648608,0.003761193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001633592,0.0001192448,0.7700292,0.0002206277,0.00006082863,0.0006727891,0.02351068,0.0003349652,0.0008137155,0.01111434,0.05199793,0.1409622],"study_design_scores_gemma":[0.000008563423,0.00003789387,0.8353769,0.0001979745,0.00003386215,0.0002460784,0.0376942,0.0004305944,0.0005583918,0.0005180119,0.1247853,0.0001121982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8137695,0.002425564,0.0005596415,0.01033132,0.000250108,0.0001423726,0.004874972,0.0001341676,0.1675124],"genre_scores_gemma":[0.9688296,0.001882632,0.0004534926,0.001278728,0.0000400255,0.00001654684,0.001941232,0.00002207189,0.0255356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03089513,"threshold_uncertainty_score":0.2241609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052664357710307,"score_gpt":0.2500850580074335,"score_spread":0.1448186222364028,"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."}}