{"id":"W4386941241","doi":"10.7202/1091882ar","title":"REVUE DE LIVRES","year":2011,"lang":"fr","type":"article","venue":"Assurances et gestion des risques","topic":"Multidisciplinary Research Papers Compilation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art; Humanities","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002102962,0.0002052924,0.0002300194,0.0001182145,0.0006650673,0.0001152909,0.0003822372,0.000272182,0.001938196],"category_scores_gemma":[0.0008736611,0.0002223528,0.0001105312,0.0007076879,0.001408058,0.001375456,0.00007792009,0.0003837548,0.0004238945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003628173,"about_ca_system_score_gemma":0.0002317158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007111138,"about_ca_topic_score_gemma":0.008767122,"domain_scores_codex":[0.9965383,0.001704348,0.0003177914,0.000377595,0.0004086609,0.0006533207],"domain_scores_gemma":[0.9984078,0.0005786598,0.0001519689,0.0002492123,0.0003387697,0.0002736352],"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":[0.0002402844,0.0008266768,0.2087276,0.0005037694,0.0001646406,0.0001088631,0.1615109,0.002927091,0.0006255889,0.1842278,0.02136667,0.4187701],"study_design_scores_gemma":[0.0003734417,0.0005223445,0.818289,0.001225589,0.00007438149,0.0000298352,0.005439399,0.01788308,0.001050828,0.05332121,0.1011825,0.0006082903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.25997,0.009812769,0.001764947,0.03475264,0.001388574,0.0004867596,0.00003567111,0.000297157,0.6914914],"genre_scores_gemma":[0.9423282,0.01065686,0.01466511,0.00008713378,0.0005861445,0.0000524034,0.00001021047,0.00002612849,0.03158781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6823581,"threshold_uncertainty_score":0.9995006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1692554670468624,"score_gpt":0.3754698674894107,"score_spread":0.2062144004425483,"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."}}