{"id":"W4380052237","doi":"10.1111/ijau.12315","title":"Engagement partner identification format and audit quality","year":2023,"lang":"en","type":"article","venue":"International Journal of Auditing","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Audit; Quality audit; Accounting; Quality (philosophy); Identification (biology); Association (psychology); Business; Term (time); Psychology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01778406,0.0003062013,0.0002971865,0.002644159,0.001414206,0.004483148,0.001319724,0.0007779881,0.005828323],"category_scores_gemma":[0.0877376,0.0002993137,0.0003282111,0.00409822,0.001739979,0.001729771,0.003014236,0.001347715,0.0007799739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008163064,"about_ca_system_score_gemma":0.01068973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2035297,"about_ca_topic_score_gemma":0.2690013,"domain_scores_codex":[0.9742618,0.007481508,0.001627718,0.001911539,0.01202977,0.002687664],"domain_scores_gemma":[0.8483351,0.05669764,0.04875563,0.01410018,0.02688457,0.005226979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005425797,0.000367163,0.877163,0.0001828028,0.0000668263,0.0001991897,0.005856372,0.001871424,0.003393367,0.007945619,0.004500658,0.09791102],"study_design_scores_gemma":[0.00003106612,0.0003023184,0.9739189,0.00007655698,0.00003193471,0.0001221426,0.004358383,0.001608632,0.002528653,0.0009232329,0.01601424,0.00008384342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398051,0.0004882244,0.009941311,0.001200492,0.00009552093,0.00108944,0.002896229,0.0002030701,0.04428058],"genre_scores_gemma":[0.9869654,0.0001833773,0.004464922,0.0002257687,0.00002596502,0.0002980448,0.0009246633,0.0000257081,0.00688616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2035297,"threshold_uncertainty_score":0.4046901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03317550970965405,"score_gpt":0.3037618874892407,"score_spread":0.2705863777795866,"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."}}