{"id":"W2008731599","doi":"10.3917/ep.024.0057","title":"Apprendre en s'amusant","year":2003,"lang":"fr","type":"article","venue":"Enfances & Psy","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003490333,0.0003092018,0.0005669608,0.00005400668,0.0008181884,0.00001417841,0.0002677293,0.00140639,0.01003129],"category_scores_gemma":[0.001872656,0.0002814349,0.0001768545,0.0004416162,0.0002391378,0.0002144408,0.00004748104,0.003433936,0.003266331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000235519,"about_ca_system_score_gemma":0.002159619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006595695,"about_ca_topic_score_gemma":0.0003349862,"domain_scores_codex":[0.9932419,0.003647356,0.0007985365,0.0005175937,0.00044693,0.0013477],"domain_scores_gemma":[0.9964849,0.001783897,0.0002414446,0.0005923364,0.0001098113,0.0007875999],"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":[0.00001856058,0.000247528,0.009900725,0.001824155,0.00008107795,0.00005370362,0.209994,0.000008076776,0.00006326783,0.07314393,0.6632382,0.04142672],"study_design_scores_gemma":[0.0008898483,0.0001424749,0.002754854,0.0008231232,0.00005001694,0.00001266554,0.0563384,0.00003518222,0.000057881,0.001657953,0.936975,0.0002625927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2015457,0.096515,0.001335915,0.06424025,0.02845236,0.001637339,0.0000889067,0.0002301293,0.6059544],"genre_scores_gemma":[0.5630579,0.03616068,0.01360169,0.07283856,0.01012079,0.0002495582,0.00005122965,0.0001622124,0.3037574],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3615122,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03866387082249947,"score_gpt":0.4291541288765077,"score_spread":0.3904902580540082,"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."}}