{"id":"W3215342976","doi":"","title":"Des capsules vidéo pour maximiser l’accompagnement en mode synchrone d'étudiantes et d’étudiants de niveau collégial nouvellement inscrits suivant un cours de calcul différentiel","year":2021,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Chicoutimi; Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Art","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":[0.007105994,0.0008577073,0.0004030371,0.00147488,0.0010121,0.003554496,0.00156471,0.00134532,0.02884721],"category_scores_gemma":[0.0258432,0.0004580762,0.0003466244,0.001041552,0.001373536,0.005159836,0.003621921,0.001181012,0.003394831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484411,"about_ca_system_score_gemma":0.003431461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004404905,"about_ca_topic_score_gemma":0.00675673,"domain_scores_codex":[0.9952502,0.002868169,0.0001697973,0.0005848469,0.0008615418,0.0002653428],"domain_scores_gemma":[0.9821818,0.01144651,0.001038344,0.001675677,0.002074397,0.001583266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001557155,0.0009902111,0.01129921,0.001544409,0.00006285677,0.0004214327,0.02999349,0.00375835,0.03811792,0.1000811,0.02264911,0.7895248],"study_design_scores_gemma":[0.001086928,0.004006055,0.0410027,0.002983056,0.0003098742,0.001119953,0.0320708,0.06266686,0.05471242,0.0679118,0.7317048,0.0004246727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2087773,0.001226914,0.6551867,0.006017234,0.0005780289,0.002699189,0.0009398669,0.004772424,0.1198024],"genre_scores_gemma":[0.4292169,0.0007226993,0.5169845,0.0009499255,0.0001450859,0.002896119,0.0005668541,0.0007256988,0.04779223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02884721,"threshold_uncertainty_score":0.09650356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767292483503651,"score_gpt":0.2661166326737132,"score_spread":0.2484437078386767,"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."}}