{"id":"W4379875522","doi":"10.7202/1100073ar","title":"Soutenir l’engagement scolaire après la COVID-19 : mise en relation de propositions émises par des élèves québécois avec les principes de flexibilité de la conception universelle de l’apprentissage","year":2023,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Philosophy; Coronavirus disease 2019 (COVID-19); Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002924805,0.000329333,0.0002418957,0.0002476649,0.002082303,0.0004633078,0.0002522085,0.0003362883,0.004224045],"category_scores_gemma":[0.0008405049,0.0003757795,0.0001736903,0.0002638816,0.0009133658,0.0009889186,0.00006748799,0.0005974247,0.0001993001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190833,"about_ca_system_score_gemma":0.004502515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01167692,"about_ca_topic_score_gemma":0.01311865,"domain_scores_codex":[0.9953963,0.002806419,0.0004573131,0.0004862226,0.0002691325,0.0005846476],"domain_scores_gemma":[0.9966701,0.002015397,0.0003536309,0.0003752892,0.0002075978,0.0003779615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006468854,0.0009362318,0.004868243,0.001050926,0.0001491398,0.00002219221,0.8749548,0.004880054,0.000502898,0.08131813,0.022701,0.008551706],"study_design_scores_gemma":[0.0005279094,0.00007992336,0.02818394,0.0002587647,0.0001757828,0.00003064911,0.3762324,0.0009567262,0.0002117743,0.006860463,0.5861755,0.0003061538],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9233481,0.009104043,0.003583076,0.02827681,0.001136457,0.0007990909,0.0001825118,0.0004479696,0.03312194],"genre_scores_gemma":[0.9515639,0.01659251,0.001530354,0.0006586753,0.000786618,0.0003241866,0.0002201748,0.00006678113,0.0282568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5634745,"threshold_uncertainty_score":0.9998694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06409221335000734,"score_gpt":0.3262182544514042,"score_spread":0.2621260411013968,"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."}}