{"id":"W4390021998","doi":"10.7202/1092861ar","title":"Introduction","year":2003,"lang":"fr","type":"article","venue":"Assurances et gestion des risques","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002536363,0.0004888314,0.000447515,0.000275897,0.000366126,0.000320582,0.0002002349,0.0003811673,0.003512278],"category_scores_gemma":[0.002816312,0.0005463518,0.0001855117,0.001151635,0.001022898,0.002397702,0.00002423447,0.000624886,0.01393892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006768265,"about_ca_system_score_gemma":0.000160523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004306785,"about_ca_topic_score_gemma":0.0006086964,"domain_scores_codex":[0.9944927,0.002742988,0.0006106393,0.0008057578,0.0005678872,0.0007800086],"domain_scores_gemma":[0.9979149,0.0003729412,0.0003192778,0.0005747472,0.000589122,0.0002290904],"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":[0.0001270884,0.0006600022,0.007461694,0.0003471385,0.0002680663,0.0000327659,0.001378224,0.0529152,0.004438609,0.166045,0.6417172,0.124609],"study_design_scores_gemma":[0.0005901211,0.0002469829,0.02332828,0.0003274763,0.000191989,0.0002987906,0.000352719,0.002096064,0.01972386,0.01588734,0.9363115,0.0006448771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2369618,0.1727352,0.009673151,0.1770391,0.02364192,0.001481375,0.0004267852,0.002238031,0.3758025],"genre_scores_gemma":[0.9250557,0.009133623,0.01538114,0.0001744719,0.001885649,0.00006890261,0.00006987365,0.000169289,0.04806137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6880939,"threshold_uncertainty_score":0.9996988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03079362625198406,"score_gpt":0.2900145740604569,"score_spread":0.2592209478084728,"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."}}