{"id":"W4388439582","doi":"10.7202/1092103ar","title":"Faits d’actualité","year":2007,"lang":"fr","type":"article","venue":"Assurances et gestion des risques","topic":"Social Policies and Family","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Current (fluid); History; Geology; Oceanography","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"],"consensus_categories":[],"category_scores_codex":[0.002601633,0.0002542028,0.000313214,0.00008971563,0.0007933427,0.0001841682,0.0002941621,0.0004305034,0.000358848],"category_scores_gemma":[0.0006303025,0.0002683008,0.0001910002,0.0008359068,0.001759567,0.0008133674,0.00004193394,0.000344391,0.0004223484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003033133,"about_ca_system_score_gemma":0.0001189343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02177062,"about_ca_topic_score_gemma":0.01482864,"domain_scores_codex":[0.9972309,0.0005572974,0.0004512569,0.0003288375,0.0005870683,0.0008446388],"domain_scores_gemma":[0.9979731,0.00111453,0.0001992943,0.0001757198,0.0002635324,0.0002738175],"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":[0.00003846315,0.0001574139,0.00832443,0.00006943535,0.00008114791,0.00002008086,0.04225202,0.0002232087,0.00008548948,0.2430656,0.06388921,0.6417935],"study_design_scores_gemma":[0.0002214901,0.0001117256,0.2425798,0.0002009866,0.00005387492,0.000004270052,0.01272067,0.00008881825,0.0002002398,0.03179256,0.7116408,0.0003847849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3049124,0.03532012,0.001332206,0.08115039,0.004931348,0.0003356288,0.00005792892,0.0003459962,0.571614],"genre_scores_gemma":[0.95103,0.01762692,0.00109797,0.00339604,0.001755801,0.000008481614,0.000008670509,0.00002898875,0.02504718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6477516,"threshold_uncertainty_score":0.9999769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06106793332231326,"score_gpt":0.3539359888100381,"score_spread":0.2928680554877248,"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."}}