{"id":"W4312629349","doi":"10.2139/ssrn.4304057","title":"Audit Partners’ Facial Structure and Audit Quality","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Audit; Quality audit; Business; Accounting; Audit evidence; Joint audit; Internal audit","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":[0.001664515,0.0002426299,0.0002372766,0.0007658598,0.0004541024,0.002064855,0.0002578852,0.0007583321,0.009732436],"category_scores_gemma":[0.02869872,0.0003159154,0.0001820259,0.0003210703,0.0006291692,0.0008955623,0.001488005,0.0007434411,0.0006072003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005016255,"about_ca_system_score_gemma":0.0003502242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002582069,"about_ca_topic_score_gemma":0.003709527,"domain_scores_codex":[0.9989786,0.0002701288,0.00006428573,0.0001571258,0.0003961703,0.0001336649],"domain_scores_gemma":[0.9900766,0.004016938,0.002781517,0.0008296036,0.00119232,0.001103045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004498382,0.000611343,0.8393428,0.00008545196,0.0002003505,0.001092938,0.004834327,0.00171334,0.0967867,0.003273485,0.0008844809,0.04667633],"study_design_scores_gemma":[0.00003278139,0.0002939994,0.9915801,0.00001272225,0.00003748425,0.0007982175,0.001282437,0.00197294,0.002300442,0.001301842,0.0003629775,0.00002399225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926245,0.00006125507,0.0003276427,0.00006457817,0.00001660361,0.000009336521,0.00004870518,0.000005575283,0.006841969],"genre_scores_gemma":[0.9988407,0.0000160552,0.0001724402,0.00001814678,0.000005985024,0.000003651458,0.00002819343,0.000006319329,0.0009084721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009732436,"threshold_uncertainty_score":0.0325582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06007971357948377,"score_gpt":0.3168537401387178,"score_spread":0.256774026559234,"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."}}