{"id":"W4381624612","doi":"","title":"Un apprentissage expérientiel de seconde main : Des effets indirects d’une recherche sur l’enseignement-apprentissage dans les environnements intégrant du numérique","year":2023,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science; Humanities; 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":[0.005952787,0.0006009424,0.0006730767,0.0007365685,0.001723722,0.004246175,0.001347882,0.002601452,0.02657267],"category_scores_gemma":[0.06118808,0.0004555469,0.0008565827,0.0008201505,0.002267622,0.003769781,0.005105434,0.002430059,0.001472274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001543985,"about_ca_system_score_gemma":0.002022984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009869365,"about_ca_topic_score_gemma":0.00628025,"domain_scores_codex":[0.9940468,0.003610078,0.0001798117,0.0008087031,0.0007937889,0.0005607936],"domain_scores_gemma":[0.8760639,0.1032779,0.004861876,0.004174465,0.004634529,0.006987407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03789952,0.02362276,0.3009996,0.003770214,0.001218335,0.003132052,0.2499607,0.006550903,0.02589322,0.0312326,0.005347288,0.3103729],"study_design_scores_gemma":[0.001903841,0.01601452,0.8001485,0.001007561,0.001010863,0.0007062497,0.1082534,0.005704954,0.009510742,0.01435318,0.04118049,0.0002056964],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876143,0.0002409958,0.000593674,0.0005780811,0.00005135136,0.00004826254,0.00006304343,0.00002946867,0.01078095],"genre_scores_gemma":[0.991088,0.0002076509,0.0006453638,0.0001692899,0.00004289956,0.00008525852,0.00005726842,0.00003495078,0.007669362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02657267,"threshold_uncertainty_score":0.08889443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1254904407230487,"score_gpt":0.3350355316104517,"score_spread":0.209545090887403,"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."}}