{"id":"W4399196211","doi":"","title":"Conception d'un parcours d'apprentissage personnalisé dans un cours sur le numérique pour l'enseignement au secondaire","year":2024,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval","funders":"","keywords":"Philosophy","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":[0.008582953,0.001090174,0.0008730994,0.003282696,0.005498758,0.01496664,0.001998434,0.00323152,0.01582176],"category_scores_gemma":[0.01867422,0.0006201696,0.001528989,0.002524293,0.01090746,0.01317396,0.004387943,0.004168271,0.002038934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006901008,"about_ca_system_score_gemma":0.006373432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03247267,"about_ca_topic_score_gemma":0.01514508,"domain_scores_codex":[0.9924008,0.003953528,0.0003710875,0.001160463,0.001683934,0.0004301527],"domain_scores_gemma":[0.9896577,0.005510719,0.000512201,0.0009969493,0.002702177,0.0006202513],"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":[0.00005866533,0.0000397954,0.001766505,0.0001210157,0.00002212308,0.0002199255,0.03494472,0.0007720232,0.001088759,0.9237226,0.001734564,0.03550927],"study_design_scores_gemma":[0.00005768973,0.0001867786,0.009997279,0.001166542,0.00009229516,0.0014381,0.04326095,0.01339289,0.004322515,0.3360301,0.5898858,0.0001691064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09219393,0.002773857,0.6175089,0.01525718,0.001590682,0.00031142,0.0003775996,0.0006652244,0.2693211],"genre_scores_gemma":[0.6414086,0.001800126,0.2487344,0.0007358993,0.000497717,0.0006963018,0.0003720167,0.000496987,0.105258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03247267,"threshold_uncertainty_score":0.06456733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576456641208614,"score_gpt":0.2827817431205934,"score_spread":0.2570171767085073,"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."}}