{"id":"W7136757894","doi":"10.1684/dmg.2025.826","title":"Les codes d’association","year":2025,"lang":"fr","type":"other","venue":"Cairn.info","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socialization; Work (physics); License","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008789996,0.0009442097,0.0006658175,0.007319905,0.006627167,0.00824806,0.002082041,0.003292923,0.0703581],"category_scores_gemma":[0.05273409,0.0005344371,0.0006900997,0.009157037,0.005516659,0.004420374,0.00395632,0.004200754,0.03050339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01516541,"about_ca_system_score_gemma":0.03569185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2800643,"about_ca_topic_score_gemma":0.2332575,"domain_scores_codex":[0.974575,0.006433578,0.001914683,0.002406902,0.01123594,0.003433818],"domain_scores_gemma":[0.9509792,0.009119213,0.003319279,0.006457117,0.02755891,0.002566352],"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":[0.00007350251,0.00002498947,0.004842875,0.0002116964,0.00001082794,0.0001292664,0.004254922,0.000218651,0.0001893768,0.4035399,0.4995124,0.08699173],"study_design_scores_gemma":[0.000006711596,0.00001075198,0.003789068,0.0002343888,0.00000318998,0.0001250227,0.0009680343,0.0001278808,0.0001267472,0.01124923,0.9833356,0.00002331047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008288819,0.002906549,0.02069793,0.02467067,0.003749333,0.0007343175,0.02248376,0.001169915,0.9152988],"genre_scores_gemma":[0.1590073,0.004666102,0.0306419,0.008163766,0.001166273,0.002819668,0.02724715,0.001105132,0.7651827],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9296419,"threshold_uncertainty_score":0.5568684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118123706748486,"score_gpt":0.2628539388416136,"score_spread":0.251041568166765,"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."}}