{"id":"W2614688964","doi":"","title":"Comment créer des environnements d'apprentissage formels, non formels, informels au service des apprenants pour accroître leur pouvoir d'agir ?","year":2017,"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":"Humanities; Political science; 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":[0.01806474,0.0007682886,0.0005803588,0.001148654,0.005528961,0.01331397,0.002425627,0.006092284,0.0199344],"category_scores_gemma":[0.09828135,0.0004295548,0.000660501,0.001843886,0.007155014,0.01773633,0.002953861,0.003417075,0.006482472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00415516,"about_ca_system_score_gemma":0.01159377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04797711,"about_ca_topic_score_gemma":0.04191463,"domain_scores_codex":[0.9871719,0.006063809,0.0005418432,0.002215119,0.002642452,0.001364819],"domain_scores_gemma":[0.9393902,0.02256154,0.00555725,0.004761369,0.02278406,0.004945613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001158659,0.0005536703,0.09558636,0.002426641,0.0001557823,0.002019237,0.1928864,0.003096801,0.008364865,0.2762432,0.1377533,0.2797551],"study_design_scores_gemma":[0.0001174044,0.0004022513,0.05179785,0.001735496,0.0001574306,0.001586928,0.2579646,0.003274008,0.005779027,0.07599826,0.6009929,0.0001938248],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3573874,0.005480664,0.07964884,0.3999912,0.005791461,0.0003304997,0.00145066,0.001308916,0.1486103],"genre_scores_gemma":[0.8208062,0.004440046,0.0573587,0.0196601,0.001501597,0.0004132351,0.001086247,0.001058531,0.09367542],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04797711,"threshold_uncertainty_score":0.09553659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1290822067239093,"score_gpt":0.35729973491838,"score_spread":0.2282175281944707,"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."}}