{"id":"W4312184949","doi":"10.52358/mm.vi10.344","title":"De la régulation des apprentissages et des collectifs","year":2022,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Humanities; Political science; 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":[0.003325637,0.0006418628,0.0004952654,0.002114949,0.002045679,0.006053653,0.0009377819,0.001979575,0.01109958],"category_scores_gemma":[0.005828323,0.0004379446,0.0008482441,0.002024015,0.005108867,0.003967694,0.002667945,0.002253922,0.001916892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002755743,"about_ca_system_score_gemma":0.003066691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005174966,"about_ca_topic_score_gemma":0.003806649,"domain_scores_codex":[0.9967115,0.001078143,0.0001476185,0.000860094,0.0008818317,0.0003208204],"domain_scores_gemma":[0.9906335,0.005240715,0.001360404,0.0007531244,0.001372335,0.0006399423],"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":[0.0005272086,0.0002927723,0.02634541,0.003174613,0.000270224,0.001360642,0.06702311,0.001484965,0.0394637,0.5326318,0.02172113,0.3057044],"study_design_scores_gemma":[0.00006972217,0.0004016943,0.1466835,0.001667826,0.0001665997,0.001202377,0.03292938,0.001485095,0.02043147,0.1205999,0.6741253,0.0002371495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3252426,0.1164387,0.06999829,0.07322926,0.003761044,0.0002773673,0.001994668,0.0006233166,0.4084347],"genre_scores_gemma":[0.8420864,0.0420007,0.01176576,0.003737865,0.001747075,0.000496431,0.0006027812,0.0002607969,0.0973021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01109958,"threshold_uncertainty_score":0.03713179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1677993264686155,"score_gpt":0.442575499211353,"score_spread":0.2747761727427376,"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."}}