{"id":"W7163071935","doi":"10.5281/zenodo.20493349","title":"Activité en classe – Inclusif ou pas? Délibérez!","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Documentation; Context (archaeology); Information center","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003268353,0.0006387171,0.0003266593,0.001198991,0.007312349,0.01006797,0.0009149083,0.0026704,0.03844403],"category_scores_gemma":[0.006130696,0.0002969701,0.0004263322,0.0008383188,0.01095587,0.008605417,0.006374706,0.003900341,0.00652671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004457637,"about_ca_system_score_gemma":0.003213043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100429,"about_ca_topic_score_gemma":0.0133366,"domain_scores_codex":[0.9960705,0.001840394,0.00008978001,0.0005163685,0.0008203807,0.0006625644],"domain_scores_gemma":[0.9963474,0.001188868,0.0004189814,0.0004591724,0.0005876265,0.0009980565],"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":[0.0001294672,0.000149909,0.006592881,0.0002900166,0.00001737064,0.0005450047,0.3232053,0.0001966423,0.002632396,0.3872311,0.06287968,0.2161304],"study_design_scores_gemma":[0.00001066147,0.00004748529,0.004071006,0.0003933207,0.000007101973,0.0003083955,0.08886942,0.0001082296,0.0007361094,0.02709558,0.8783282,0.00002443404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06877904,0.004290712,0.01221963,0.04894592,0.001435902,0.0001469037,0.0001346624,0.0002196762,0.8638275],"genre_scores_gemma":[0.6895414,0.002304872,0.004137948,0.003128795,0.0003880118,0.0002210953,0.000115624,0.0003263367,0.299836],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03844403,"threshold_uncertainty_score":0.128608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1840605514330547,"score_gpt":0.4100661245917184,"score_spread":0.2260055731586637,"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."}}