{"id":"W2990100586","doi":"10.4000/alsic.4019","title":"Le numérique en classe en 2 temps 3 mouvements – Évaluation d'un scénario de formation continuée","year":2019,"lang":"fr","type":"article","venue":"Alsic","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Anesthesia Research Foundation","funders":"","keywords":"Training (meteorology); Service (business); Computer science; Medical education; Multimedia; Engineering management; Mathematics education; Engineering; Psychology; Medicine; Business; Marketing","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":[0.009336743,0.0006065634,0.0005089598,0.001466006,0.004730926,0.009858663,0.001473174,0.00213477,0.01836283],"category_scores_gemma":[0.02033786,0.0002835382,0.001019867,0.0009660025,0.004101633,0.007041299,0.007302121,0.002866537,0.002426428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009209561,"about_ca_system_score_gemma":0.006474081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01731408,"about_ca_topic_score_gemma":0.0244452,"domain_scores_codex":[0.9925774,0.003951736,0.000229714,0.00079228,0.001720044,0.0007288753],"domain_scores_gemma":[0.987565,0.004783172,0.0008214103,0.001348912,0.003071569,0.002409989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006097624,0.001028151,0.0533097,0.000747166,0.00007396337,0.00127799,0.3478204,0.008702721,0.005633269,0.2546843,0.0204187,0.3056938],"study_design_scores_gemma":[0.00008695546,0.001037748,0.07972722,0.001130368,0.0000923919,0.0006705765,0.3031977,0.009771236,0.008812852,0.06701362,0.5281878,0.0002715554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7534466,0.0008760365,0.04219804,0.008806054,0.0006698752,0.0003867874,0.0003815869,0.0004550555,0.1927799],"genre_scores_gemma":[0.9392198,0.0004961043,0.01626958,0.0003154583,0.00004974419,0.0003142212,0.0002568072,0.0001634366,0.04291479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01836283,"threshold_uncertainty_score":0.06682032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022986033221113,"score_gpt":0.2996315023066078,"score_spread":0.2794016419743967,"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."}}