{"id":"W2118423872","doi":"10.7202/900686ar","title":"Modèle d’élaboration et de validation de matériel didactique en formation professionnelle","year":2009,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008207333,0.001043626,0.0007120842,0.001863877,0.001196165,0.00427472,0.001875211,0.002308061,0.008367755],"category_scores_gemma":[0.02338847,0.0009407139,0.001722049,0.001243875,0.002681669,0.003697909,0.002312626,0.001930263,0.001646213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004385092,"about_ca_system_score_gemma":0.008040228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02038937,"about_ca_topic_score_gemma":0.00990515,"domain_scores_codex":[0.9933642,0.002578638,0.000408383,0.0008297663,0.002492695,0.0003262805],"domain_scores_gemma":[0.985971,0.007558973,0.0008014629,0.002127845,0.003349907,0.0001907014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006243293,0.0003760076,0.01282359,0.001109791,0.0001602414,0.0003939883,0.00468416,0.6583296,0.01640811,0.1851167,0.003257867,0.1167156],"study_design_scores_gemma":[0.0001821395,0.000412046,0.005627012,0.0004289514,0.000122653,0.0002059343,0.0008870909,0.8646855,0.02686768,0.05144501,0.04898109,0.0001548408],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06106077,0.0002802401,0.917446,0.001004124,0.00009782865,0.0007892637,0.0005678323,0.00143157,0.01732228],"genre_scores_gemma":[0.5276815,0.0004975916,0.455179,0.000127775,0.0000253569,0.001557902,0.001032066,0.000304612,0.01359437],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02038937,"threshold_uncertainty_score":0.04340506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2339035699247933,"score_gpt":0.4272364889623576,"score_spread":0.1933329190375643,"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."}}