{"id":"W7028880487","doi":"","title":"The Influence of Affect Regulation on Professional Skepticism","year":2023,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Skepticism; Affect (linguistics); Audit; Professional development; Professional association; Professional studies","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":[0.005629683,0.0003279402,0.0003401609,0.0006849089,0.001159406,0.004066519,0.0004900937,0.001254616,0.004334258],"category_scores_gemma":[0.03774033,0.0003311166,0.0005738143,0.0003305174,0.002176415,0.0009639449,0.00161319,0.002109095,0.0008355683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001962553,"about_ca_system_score_gemma":0.001368647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002012763,"about_ca_topic_score_gemma":0.001340086,"domain_scores_codex":[0.9929456,0.004482125,0.0001649114,0.0006258539,0.001375276,0.0004062509],"domain_scores_gemma":[0.9371628,0.04451565,0.009364578,0.003770189,0.002984112,0.002202674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002933299,0.003951129,0.6666771,0.0008917725,0.0004245461,0.001611169,0.08729842,0.007320837,0.04127445,0.04645984,0.00564904,0.1355085],"study_design_scores_gemma":[0.0002139621,0.001095583,0.9321944,0.000344131,0.0002570471,0.0005840263,0.01613868,0.01301908,0.005408187,0.02102567,0.009563391,0.0001558357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453568,0.0002932051,0.004264919,0.001551737,0.000063445,0.00009577836,0.0000589439,0.00005445199,0.04826061],"genre_scores_gemma":[0.9980004,0.0001033427,0.0007181149,0.0002062064,0.00001403218,0.00004319884,0.00001646886,0.00001354617,0.0008847233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005629683,"threshold_uncertainty_score":0.029773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006185418093107452,"score_gpt":0.1615742918069822,"score_spread":0.1553888737138748,"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."}}