{"id":"W4390874848","doi":"10.18162/fp.2023.a309","title":"D’utilisateur passif à la cocréation de connaissances, comment l’IA peut-elle être utilisée dans nos classes ?","year":2023,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Physics","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":[0.01407543,0.0007231068,0.0006461478,0.002087713,0.007292031,0.01853737,0.00189225,0.005129254,0.03725559],"category_scores_gemma":[0.0421898,0.0004242547,0.001069896,0.002367531,0.01558486,0.0158441,0.005981526,0.006334364,0.01123786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005213365,"about_ca_system_score_gemma":0.006743827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01782396,"about_ca_topic_score_gemma":0.01857537,"domain_scores_codex":[0.9803371,0.01108321,0.0005424785,0.001672717,0.003664694,0.002699886],"domain_scores_gemma":[0.9685569,0.01154798,0.002541959,0.005820381,0.007531153,0.004001566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001317277,0.0002157084,0.013598,0.0003465072,0.00006715544,0.0009495399,0.1190637,0.0001496613,0.002186321,0.6840778,0.03245836,0.1467555],"study_design_scores_gemma":[0.00002624141,0.0001135468,0.01017011,0.0007378393,0.00003526968,0.000982088,0.05730597,0.0003919141,0.001450459,0.05040236,0.8783226,0.0000615637],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.113543,0.00555231,0.02212578,0.1254296,0.003600594,0.00009799031,0.0001269061,0.0004419133,0.7290819],"genre_scores_gemma":[0.6910304,0.003851066,0.008608512,0.01047242,0.001620103,0.0001956617,0.0001384566,0.0006487485,0.2834346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03725559,"threshold_uncertainty_score":0.1246324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05209168810188131,"score_gpt":0.3785280861075547,"score_spread":0.3264363980056734,"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."}}