{"id":"W2945308751","doi":"10.4000/ripes.1937","title":"Encadrer aux cycles supérieurs : Étapes, problèmes et interventions, par C. Bégin","year":2019,"lang":"fr","type":"article","venue":"Revue internationale de pédagogie de l’enseignement supérieur","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.008014845,0.0005840529,0.0006764779,0.001178514,0.0115284,0.008817087,0.001826591,0.004418466,0.01931791],"category_scores_gemma":[0.01769066,0.0003450553,0.0006581829,0.001441104,0.0190343,0.01173417,0.00676428,0.006361632,0.00221455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02222538,"about_ca_system_score_gemma":0.03006234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1310325,"about_ca_topic_score_gemma":0.2349826,"domain_scores_codex":[0.9923178,0.004629474,0.0001619294,0.0008010457,0.0008793325,0.001210447],"domain_scores_gemma":[0.9913492,0.003348202,0.0009265998,0.0007781147,0.001507537,0.002090373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006110477,0.0001454946,0.005734048,0.0004423778,0.00002641736,0.0004596848,0.1111996,0.0005138653,0.0004441219,0.7122113,0.08950599,0.07925612],"study_design_scores_gemma":[0.00002923728,0.00006625394,0.005532961,0.001141419,0.00001838343,0.000214594,0.08254658,0.0004838686,0.0004151821,0.1727392,0.7367587,0.00005368939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08774237,0.02735466,0.03500968,0.5048311,0.004124688,0.0005777149,0.0003107249,0.0003192266,0.3397299],"genre_scores_gemma":[0.784041,0.01646157,0.0142831,0.04908429,0.0007518911,0.0007138463,0.0001970413,0.000329944,0.1341373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1310325,"threshold_uncertainty_score":0.2605396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06794348250310796,"score_gpt":0.3623688839312727,"score_spread":0.2944254014281648,"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."}}