{"id":"W4407709612","doi":"10.3390/jrfm18020103","title":"Unethical Conduct Under Uncertainty: A Fear-Based Perspective","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Psychology; Social psychology; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006181057,0.000327717,0.0003020856,0.0007896225,0.001065058,0.003081852,0.0007365588,0.001623236,0.00177022],"category_scores_gemma":[0.02643771,0.0002109532,0.0004318381,0.0003122762,0.007913964,0.003081843,0.002055454,0.002604215,0.00009381271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474606,"about_ca_system_score_gemma":0.001585284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027043,"about_ca_topic_score_gemma":0.001059673,"domain_scores_codex":[0.9965701,0.001987472,0.0001159752,0.0002525147,0.0008372283,0.0002367227],"domain_scores_gemma":[0.9802241,0.01399442,0.003441474,0.001026496,0.0007905251,0.0005229803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00240381,0.006243512,0.203214,0.002136261,0.0005882377,0.002379042,0.1195467,0.009013815,0.04914388,0.4055542,0.001836808,0.1979397],"study_design_scores_gemma":[0.0002736251,0.004851444,0.3812691,0.001677707,0.000602458,0.003873326,0.09937213,0.01507983,0.02747464,0.4482508,0.01677091,0.0005040657],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522867,0.00134911,0.01232778,0.00376497,0.00007932406,0.0001295835,0.0000288023,0.00001198149,0.03002161],"genre_scores_gemma":[0.997707,0.0004791437,0.001033937,0.0004080858,0.00002593076,0.00004186962,0.000006319348,0.000002161625,0.0002955538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006181057,"threshold_uncertainty_score":0.03268898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05508207428550048,"score_gpt":0.3088768901643471,"score_spread":0.2537948158788466,"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."}}