{"id":"W2149539332","doi":"10.7202/1002160ar","title":"Concept de réflexion : un regard critique","year":2011,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.03092217,0.001104669,0.001129707,0.004024383,0.01063982,0.01669988,0.00386172,0.008251131,0.0054584],"category_scores_gemma":[0.03096681,0.0004963055,0.001049231,0.003072157,0.09570155,0.02337917,0.006862666,0.0135568,0.001127428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02038144,"about_ca_system_score_gemma":0.01953693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03315628,"about_ca_topic_score_gemma":0.01858214,"domain_scores_codex":[0.9624547,0.02417071,0.001259069,0.003664255,0.007030209,0.001421018],"domain_scores_gemma":[0.9644995,0.02136979,0.001388241,0.003321261,0.008350159,0.001071088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001075897,0.000005930687,0.0001023818,0.00007451155,0.000003878802,0.00005938982,0.02329427,0.00004067968,0.0001130904,0.9691681,0.003044697,0.004082363],"study_design_scores_gemma":[0.00002295365,0.0000395211,0.0004585833,0.0008260926,0.00001744697,0.0004056671,0.05474183,0.0003054072,0.000499513,0.5358539,0.4067825,0.00004655978],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02808841,0.04030704,0.1490201,0.3090335,0.008099794,0.0002500994,0.0002662416,0.0003430391,0.4645919],"genre_scores_gemma":[0.8706956,0.01280032,0.03411847,0.02817197,0.003908389,0.0005434001,0.0001568508,0.0004999957,0.04910505],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03315628,"threshold_uncertainty_score":0.163534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1644324791973633,"score_gpt":0.4317197545485566,"score_spread":0.2672872753511933,"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."}}