{"id":"W4386927614","doi":"10.7202/1094118ar","title":"FAITS D’ACTUALITÉ","year":2010,"lang":"fr","type":"article","venue":"Assurances et gestion des risques","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004143914,0.0002074461,0.0002297523,0.00007699076,0.0008122674,0.0001444367,0.0002956938,0.0004373695,0.0009532553],"category_scores_gemma":[0.002988205,0.000220033,0.0001174923,0.000415158,0.003488509,0.0009550924,0.00001980204,0.0006374365,0.0003059675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007157872,"about_ca_system_score_gemma":0.0002958454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001794845,"about_ca_topic_score_gemma":0.003582259,"domain_scores_codex":[0.9971359,0.001361689,0.0003478861,0.0003617939,0.0003456981,0.000446968],"domain_scores_gemma":[0.9958641,0.003163317,0.0001957916,0.0001934381,0.0004067514,0.0001766308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004513388,0.0001846228,0.01895417,0.00006421631,0.00006672581,0.000001137054,0.06827621,0.0001286938,0.0002585021,0.7655629,0.01466203,0.1318363],"study_design_scores_gemma":[0.0002153933,0.00007760357,0.1625031,0.00016952,0.00006114582,0.0000108753,0.03628008,0.0002170501,0.0001661749,0.0630029,0.7368714,0.0004247567],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5782713,0.003929374,0.000315617,0.1891861,0.01407215,0.0002289886,0.00004440784,0.0002131363,0.2137389],"genre_scores_gemma":[0.9620382,0.00601742,0.008681893,0.0008530694,0.00442405,0.00004609174,0.00003926436,0.00002149911,0.01787851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7222094,"threshold_uncertainty_score":0.99996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2194331261389278,"score_gpt":0.4587790442176724,"score_spread":0.2393459180787446,"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."}}