{"id":"W4380048803","doi":"10.7202/1100071ar","title":"Communautés d’apprentissage professionnelles auprès du personnel enseignant au primaire en contexte francominoritaire : moyen prometteur pour faciliter la mise en oeuvre de la pédagogie universelle","year":2023,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski; Université de Saint-Boniface","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","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":[0.009612643,0.0005320708,0.0003821487,0.001235331,0.009192956,0.007392093,0.001047024,0.001900082,0.01335235],"category_scores_gemma":[0.01566592,0.0003321217,0.0005706199,0.001063517,0.005901782,0.004359478,0.006750055,0.002957613,0.001875272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009915696,"about_ca_system_score_gemma":0.02312615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07997251,"about_ca_topic_score_gemma":0.1350152,"domain_scores_codex":[0.9886662,0.006213768,0.0003523375,0.0009932134,0.002213357,0.001561079],"domain_scores_gemma":[0.9778051,0.009123715,0.002212288,0.001210434,0.004721016,0.004927344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001440729,0.0003560962,0.04234082,0.0006038643,0.0000364966,0.0009279465,0.7721838,0.0002845818,0.002695425,0.03794698,0.008508733,0.1339712],"study_design_scores_gemma":[0.00003260931,0.0003701538,0.07259539,0.001097755,0.00006337705,0.0005684163,0.650569,0.0007046261,0.001557693,0.006023183,0.2663071,0.0001107481],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8326199,0.002250121,0.01224576,0.01467232,0.0005676255,0.0003131246,0.0001384517,0.0001291337,0.1370636],"genre_scores_gemma":[0.9455546,0.001124766,0.005372912,0.001070311,0.00006875742,0.0002139808,0.00007524065,0.00005276059,0.04646682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07997251,"threshold_uncertainty_score":0.159014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599888178205294,"score_gpt":0.3196669283304489,"score_spread":0.2936680465483959,"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."}}