{"id":"W4210833506","doi":"10.1522/rhe.v5i2.1250","title":"Plateforme numérique d’accompagnement professionnel en enseignement: défis liés à son élaboration, à sa mise en œuvre et aux stratégies collaboratives déployées","year":2022,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval; Université du Québec à Montréal; Université de Sherbrooke; Université du Québec à Rimouski; Université du Québec à Chicoutimi","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":[0.003755772,0.001047004,0.0005178252,0.003458463,0.003255947,0.01281311,0.001603056,0.003041964,0.0544253],"category_scores_gemma":[0.01863621,0.0004782551,0.0006149831,0.004170567,0.005516991,0.00697564,0.004771428,0.002275425,0.01467601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006979701,"about_ca_system_score_gemma":0.007794851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03206909,"about_ca_topic_score_gemma":0.02358257,"domain_scores_codex":[0.9927512,0.002185886,0.0006097095,0.000908639,0.002922814,0.0006217684],"domain_scores_gemma":[0.9888897,0.005049503,0.0009903718,0.001215698,0.00310098,0.0007537614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002261064,0.00005713476,0.004673153,0.0005673316,0.00001556962,0.0003220189,0.01279251,0.003370743,0.001507128,0.7763773,0.04918887,0.1509023],"study_design_scores_gemma":[0.00002701516,0.00008492654,0.005718825,0.000769435,0.000014891,0.0006759679,0.007474494,0.006669198,0.001786777,0.07449571,0.9021834,0.0000994797],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03683667,0.003519152,0.1994177,0.01210411,0.001577606,0.0006018865,0.002100069,0.002426151,0.7414167],"genre_scores_gemma":[0.3828765,0.005460275,0.2430266,0.001563362,0.0003701759,0.001697036,0.002245472,0.001284168,0.3614764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0544253,"threshold_uncertainty_score":0.1820708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1611380333351064,"score_gpt":0.4381131763092995,"score_spread":0.2769751429741931,"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."}}