{"id":"W7162645871","doi":"10.5281/zenodo.20434438","title":"Activité en classe – Un produit, plusieurs réalités","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Identity (music); Qualitative analysis; Poison control","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":[0.001754029,0.0007984522,0.0003319169,0.0009421603,0.002236791,0.00490967,0.0006726896,0.001220462,0.04909776],"category_scores_gemma":[0.005051278,0.000294537,0.0004166333,0.0006731036,0.001878732,0.004904938,0.002807617,0.001505017,0.01090703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00160522,"about_ca_system_score_gemma":0.001537504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005332683,"about_ca_topic_score_gemma":0.005623574,"domain_scores_codex":[0.9979631,0.0006094038,0.00009621362,0.0004933644,0.0005987012,0.0002391889],"domain_scores_gemma":[0.9971806,0.0009640048,0.0002297362,0.0005875324,0.0005354834,0.0005025927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006402615,0.0006397326,0.01639888,0.0009604014,0.00004757558,0.00102488,0.07856449,0.0008950901,0.02766982,0.1744527,0.07847678,0.6202294],"study_design_scores_gemma":[0.00002851862,0.0001908682,0.009611304,0.0003179454,0.00002521059,0.0006744605,0.01086705,0.001430451,0.006426997,0.01835013,0.9520226,0.00005451235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1711535,0.001827243,0.1852398,0.007179376,0.001244536,0.001061677,0.001524798,0.004320659,0.6264485],"genre_scores_gemma":[0.4972586,0.001187329,0.06550364,0.0009193061,0.0002453963,0.0009783293,0.00168975,0.001856514,0.4303611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04909776,"threshold_uncertainty_score":0.1642483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06598790548811816,"score_gpt":0.3569975147409779,"score_spread":0.2910096092528597,"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."}}