{"id":"W4310341364","doi":"10.52358/mm.vi12.289","title":"Des solidarités numériques en action : le soutien aux étudiants et aux étudiantes utilisant des environnements numériques d’apprentissage en milieu collégial","year":2022,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Chicoutimi; Université du Québec à Rimouski","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":[0.02320333,0.0006709622,0.0007995287,0.003825469,0.006038279,0.009307796,0.001652589,0.001614902,0.01044026],"category_scores_gemma":[0.04759131,0.0004951872,0.0007215731,0.003347971,0.005460331,0.006093916,0.01090885,0.00220816,0.001547177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005848067,"about_ca_system_score_gemma":0.01030938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01462941,"about_ca_topic_score_gemma":0.01792123,"domain_scores_codex":[0.9720289,0.01694872,0.001682605,0.002050316,0.005424538,0.001864932],"domain_scores_gemma":[0.9586209,0.02075093,0.005498033,0.002620923,0.008600531,0.003908551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001782574,0.0002175786,0.07660457,0.001228614,0.00007587676,0.0002545305,0.7789676,0.0001961659,0.001275958,0.01062246,0.003374493,0.1270039],"study_design_scores_gemma":[0.00003534738,0.0004501963,0.1704798,0.001498344,0.00008300812,0.0003255734,0.6841164,0.0004679252,0.001286525,0.00712716,0.1339909,0.0001387425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9157096,0.003768044,0.01281545,0.008089837,0.0004111664,0.0005648782,0.0003642861,0.0001421274,0.0581345],"genre_scores_gemma":[0.9689431,0.002100989,0.01021225,0.0008143462,0.0001147379,0.0009561901,0.0002446821,0.00008528861,0.01652846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02320333,"threshold_uncertainty_score":0.1227124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1693775706707921,"score_gpt":0.4259710309625113,"score_spread":0.2565934602917191,"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."}}