{"id":"W4390033477","doi":"10.7202/1093042ar","title":"Assurances et gestion des risques : orientations et gestion","year":2003,"lang":"fr","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":"Political science","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005638654,0.0006952701,0.0007164312,0.0002002539,0.002285296,0.001003809,0.0006382687,0.0007795416,0.0007176957],"category_scores_gemma":[0.005098287,0.0007041997,0.0003713295,0.002513829,0.003512401,0.005721138,0.00006305454,0.0009479428,0.0002705296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009538996,"about_ca_system_score_gemma":0.0008078865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04885544,"about_ca_topic_score_gemma":0.09861517,"domain_scores_codex":[0.9899209,0.004970199,0.0009899031,0.001156249,0.001682843,0.0012799],"domain_scores_gemma":[0.9948831,0.002468912,0.0008390296,0.0004132183,0.0009310369,0.0004646912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001092178,0.000931401,0.08064234,0.0003000171,0.0002269308,0.0000365967,0.0606575,0.04693795,0.0003476401,0.4533622,0.06593777,0.2905104],"study_design_scores_gemma":[0.0009027033,0.0005537727,0.616412,0.001704497,0.0002716014,0.00003424545,0.01652564,0.0030079,0.0008168049,0.1053048,0.2529902,0.001475881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5000675,0.03492936,0.008889008,0.205496,0.00789434,0.001393671,0.0004129735,0.0008944086,0.2400228],"genre_scores_gemma":[0.9214996,0.05225131,0.008518367,0.0008842412,0.000488926,0.0001750561,0.00005236833,0.00005888726,0.01607129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5357697,"threshold_uncertainty_score":0.9995409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06514358808886389,"score_gpt":0.3522691354707783,"score_spread":0.2871255473819144,"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."}}