{"id":"W3038820422","doi":"10.6018/rcsar.366921","title":"Learning by Doing? Partners Audit Experience and the Quality of Audit Services","year":2020,"lang":"es","type":"article","venue":"Revista de Contabilidad","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Baptist Seminary and Bible College","funders":"","keywords":"Audit; Auditor's report; Humanities; Political science; Business; Accounting; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009903238,0.0002019054,0.0003872714,0.001806266,0.002250102,0.01093163,0.0007648308,0.001056642,0.01046617],"category_scores_gemma":[0.06228802,0.0002833515,0.0003158778,0.001923386,0.003355055,0.005051002,0.005919837,0.001764358,0.0007032677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004281742,"about_ca_system_score_gemma":0.006123094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036564,"about_ca_topic_score_gemma":0.01419799,"domain_scores_codex":[0.9758626,0.0147866,0.001080188,0.0006657206,0.004911154,0.002693722],"domain_scores_gemma":[0.9447895,0.01530589,0.01441995,0.002676768,0.005302776,0.01750516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002984555,0.001055825,0.5548589,0.0003673306,0.0001343471,0.0007894248,0.1339399,0.001050669,0.0006728832,0.02218187,0.0131574,0.2714929],"study_design_scores_gemma":[0.00008556858,0.0006808759,0.4592719,0.001023194,0.00006460983,0.001580921,0.4386265,0.002174167,0.0006206186,0.01828203,0.07739838,0.0001911327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297668,0.001709969,0.001702153,0.01309638,0.0001669564,0.00008114179,0.00007938938,0.00005178781,0.05334549],"genre_scores_gemma":[0.9967848,0.0004050433,0.0002233572,0.0003044741,0.0000261994,0.00001012752,0.00001681013,0.000009944446,0.002219341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01093163,"threshold_uncertainty_score":0.05237395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287056766818506,"score_gpt":0.2698088343447808,"score_spread":0.2569382666765958,"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."}}