{"id":"W1577835853","doi":"10.7202/043998ar","title":"Bédard, D. et Béchard, J. P. (2009). Innover dans l'enseignement supérieur. Paris, France : Presses universitaires de France","year":2010,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Art","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":[0.004301832,0.0008729105,0.0007497965,0.003201076,0.004719001,0.007844706,0.001817007,0.00567469,0.02337429],"category_scores_gemma":[0.01044587,0.0006137904,0.000487769,0.005155657,0.003860735,0.01127275,0.002225563,0.007888222,0.01006366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005730078,"about_ca_system_score_gemma":0.008434325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08633839,"about_ca_topic_score_gemma":0.1258129,"domain_scores_codex":[0.9973797,0.0006210498,0.0001570275,0.0001971328,0.001400305,0.0002449304],"domain_scores_gemma":[0.9881122,0.006322328,0.000775929,0.0002922705,0.003700635,0.0007966298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001468063,0.00008458194,0.003509169,0.001217513,0.00004159585,0.0002711931,0.01351712,0.0001928087,0.0006174245,0.1044734,0.6057277,0.2702007],"study_design_scores_gemma":[0.00001761776,0.00004084954,0.01100003,0.0009966829,0.00002745345,0.0002918635,0.006142002,0.00007422341,0.0006647512,0.01433978,0.9663616,0.00004322454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004040175,0.6547763,0.006969518,0.2363067,0.006304453,0.0000453107,0.0005824841,0.0001339887,0.09084118],"genre_scores_gemma":[0.1163882,0.6548757,0.01227508,0.01937962,0.002790008,0.0001843642,0.0006496476,0.0002848199,0.1931726],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08633839,"threshold_uncertainty_score":0.1716717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08762883042507545,"score_gpt":0.3918288315456864,"score_spread":0.3042000011206109,"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."}}