{"id":"W4390022007","doi":"10.7202/1106849ar","title":"Psychological factors in risk management","year":2023,"lang":"en","type":"article","venue":"Assurances et gestion des risques","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Risk management; Business","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":[0.001820279,0.0001993779,0.0002333716,0.0008634441,0.0005834567,0.001678772,0.0001973874,0.00104623,0.004670269],"category_scores_gemma":[0.00827546,0.0001261543,0.0003428374,0.0006768261,0.001504487,0.001225803,0.000854817,0.001961225,0.0002458917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009107735,"about_ca_system_score_gemma":0.001630433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003364559,"about_ca_topic_score_gemma":0.003342794,"domain_scores_codex":[0.998735,0.0007000439,0.00008521118,0.00005934273,0.0003010662,0.0001193099],"domain_scores_gemma":[0.995666,0.002671111,0.0005841788,0.000074624,0.000375039,0.0006289805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002157639,0.001039622,0.3124218,0.001623272,0.000253004,0.001346072,0.01179927,0.0006816488,0.000660666,0.04639223,0.02873178,0.5948349],"study_design_scores_gemma":[0.00006076094,0.0006537944,0.8185416,0.004164586,0.0001466294,0.004655312,0.0108965,0.0008281468,0.0002927552,0.07145114,0.08819831,0.0001105139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.315247,0.484355,0.002143674,0.144931,0.002191535,0.0001373004,0.0002093929,0.00002443388,0.05076069],"genre_scores_gemma":[0.8819471,0.1077118,0.001081126,0.004180368,0.001192269,0.00004560829,0.00006926615,0.000006279025,0.003766163],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004670269,"threshold_uncertainty_score":0.01562357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08108978124476258,"score_gpt":0.3915452195610792,"score_spread":0.3104554383163166,"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."}}