{"id":"W2141604906","doi":"10.7202/031962ar","title":"L’utilisation d'une heuristique curriculaire pour créer un apprentissage adapté à la vie","year":2007,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Philosophy; Political science; Sociology","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":[0.008272568,0.0006976879,0.0004895831,0.002570188,0.002912378,0.00601729,0.001271228,0.001603378,0.00609686],"category_scores_gemma":[0.01683593,0.0004237383,0.0006613853,0.001934569,0.003518652,0.004053953,0.005554293,0.00214336,0.001782699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005184489,"about_ca_system_score_gemma":0.01377387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006948838,"about_ca_topic_score_gemma":0.01391641,"domain_scores_codex":[0.994027,0.003109382,0.0003294036,0.0006344842,0.001429796,0.0004699485],"domain_scores_gemma":[0.9894955,0.004821723,0.001018366,0.001424958,0.00187608,0.001363416],"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":[0.00008165611,0.0008308693,0.01986712,0.001440621,0.00004664785,0.0002589654,0.08496316,0.002905465,0.008110911,0.138383,0.005022229,0.7380894],"study_design_scores_gemma":[0.00006314155,0.000711208,0.0686248,0.003724381,0.0001090688,0.0007945892,0.05338679,0.004658021,0.009624668,0.06978254,0.788387,0.0001337665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4473566,0.01044592,0.2873729,0.02112498,0.0008203446,0.001331124,0.0001421947,0.0007619969,0.2306438],"genre_scores_gemma":[0.595628,0.006377121,0.34014,0.001687309,0.0001482919,0.0009776138,0.0002419009,0.0002066768,0.05459309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008272568,"threshold_uncertainty_score":0.04375005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4634352353709802,"score_gpt":0.5037967178402999,"score_spread":0.0403614824693197,"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."}}