{"id":"W7125794796","doi":"10.4000/15ky4","title":"Restituer les savoirs","year":2025,"lang":"fr","type":"paratext","venue":"Communiquer Revue de communication sociale et publique","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008271817,0.00240172,0.001367989,0.003291717,0.00970965,0.01605596,0.001761037,0.008520249,0.1388554],"category_scores_gemma":[0.02639252,0.0008907591,0.001802091,0.002850862,0.003558079,0.00785609,0.005312931,0.01112337,0.05640015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006915185,"about_ca_system_score_gemma":0.008337264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04994193,"about_ca_topic_score_gemma":0.03355312,"domain_scores_codex":[0.9886652,0.005684616,0.0003607806,0.001028756,0.003293326,0.000967356],"domain_scores_gemma":[0.9875942,0.004192162,0.0005968141,0.001768465,0.004049829,0.001798551],"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":[0.0007952913,0.0003085056,0.001758558,0.0007702495,0.00007214615,0.001386203,0.01386149,0.0007050404,0.004073018,0.355257,0.4369861,0.1840264],"study_design_scores_gemma":[0.0000446132,0.00005862902,0.00110488,0.0001793569,0.000009081874,0.0002062805,0.001903932,0.0002796018,0.0005779931,0.005093992,0.9905125,0.00002913115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02414167,0.01070623,0.02021222,0.05543104,0.02254231,0.0003714157,0.002385971,0.00405304,0.8601561],"genre_scores_gemma":[0.07661019,0.004062756,0.006691068,0.003054073,0.00443522,0.000376792,0.0009160317,0.001569914,0.902284],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1388554,"threshold_uncertainty_score":0.4645177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05688443564235567,"score_gpt":0.3513387779007749,"score_spread":0.2944543422584192,"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."}}