{"id":"W4388439566","doi":"10.7202/1092483ar","title":"Major Dimensions of Risk Management Implementation","year":2005,"lang":"en","type":"article","venue":"Assurances et gestion des risques","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk management; Risk analysis (engineering); Business; Computer science; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008915093,0.00007583151,0.0001104833,0.00004550259,0.0004711273,0.00004817104,0.0001674009,0.00004564998,0.000219729],"category_scores_gemma":[0.000111005,0.00006238902,0.00006002582,0.0003592088,0.0003083343,0.0005410196,0.00002418774,0.00006475955,0.00002620223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009935886,"about_ca_system_score_gemma":0.00004263513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02221738,"about_ca_topic_score_gemma":0.09323944,"domain_scores_codex":[0.9987015,0.0002451234,0.0002146651,0.0001719977,0.0004452924,0.0002214486],"domain_scores_gemma":[0.9993587,0.0001753648,0.0002090759,0.00009465461,0.0000991269,0.00006315067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001709785,0.00008827371,0.0734882,0.00001430359,0.00004232026,0.000001269763,0.02404289,0.001337943,0.00004628821,0.09079649,0.01952375,0.7906012],"study_design_scores_gemma":[0.0004811721,0.00005829985,0.7195939,0.00007300957,0.0000694288,3.855914e-7,0.02779463,0.0002381134,0.0007954004,0.02146415,0.2291825,0.0002489935],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8733301,0.001235113,0.001145886,0.01521693,0.0003824513,0.0004278244,0.00006617238,0.0001548293,0.1080408],"genre_scores_gemma":[0.9855707,0.006620481,0.006807745,0.00008704278,0.0001186986,0.00001974012,0.00000370304,0.000004747894,0.0007671518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7903522,"threshold_uncertainty_score":0.9842938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029716935068259,"score_gpt":0.3583094734352717,"score_spread":0.3285925383670127,"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."}}