{"id":"W4390033582","doi":"10.7202/1106847ar","title":"What risk managers need to know about ethics? - Ethical dilemmas are a reality in the risk management profession","year":2023,"lang":"en","type":"article","venue":"Assurances et gestion des risques","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk management; Engineering ethics; Risk assessment; Sociology; Business; Management; Engineering; Economics","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":[0.0155496,0.0006104829,0.001044795,0.001356094,0.004534564,0.013246,0.00101755,0.01010863,0.01031811],"category_scores_gemma":[0.04395034,0.0003971124,0.000474536,0.001360545,0.02125843,0.03098384,0.004872342,0.0143805,0.004727983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004115075,"about_ca_system_score_gemma":0.01070151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002472456,"about_ca_topic_score_gemma":0.004417986,"domain_scores_codex":[0.9819149,0.009770173,0.0009594719,0.0006470565,0.005840845,0.000867521],"domain_scores_gemma":[0.9498246,0.03180949,0.004213675,0.001834752,0.00894697,0.003370519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007525626,0.0002040038,0.004399762,0.002037357,0.00004710221,0.000806428,0.03431844,0.0004327565,0.001201352,0.3180288,0.3234751,0.3149737],"study_design_scores_gemma":[0.00001652074,0.00007477926,0.004125151,0.004395826,0.00001447352,0.001740145,0.03741185,0.0002985196,0.0004102142,0.4470517,0.504367,0.00009387008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003971832,0.04891163,0.005266208,0.9036363,0.003388038,0.00002603887,0.0000396875,0.00006515081,0.03469497],"genre_scores_gemma":[0.3295452,0.2210454,0.02049109,0.3761726,0.0162182,0.0001746857,0.0002373842,0.0002756154,0.03583977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0155496,"threshold_uncertainty_score":0.08223516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05171003184274831,"score_gpt":0.3282487083228449,"score_spread":0.2765386764800966,"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."}}