{"id":"W4406310681","doi":"10.1522/rhe.v9i1.1749","title":"Alliance université-communauté : l’impact du tutorat en littératie auprès de jeunes du primaire sur le développement professionnel d’étudiantes en formation initiale en enseignement","year":2025,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Alliance; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006099287,0.0003350993,0.0004613474,0.001230518,0.004723361,0.005243864,0.0009848797,0.0009250697,0.01237053],"category_scores_gemma":[0.01486002,0.0002979954,0.0004149209,0.0009228341,0.002801744,0.002771139,0.008230343,0.001316841,0.001019015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00514537,"about_ca_system_score_gemma":0.01282791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03525759,"about_ca_topic_score_gemma":0.07950437,"domain_scores_codex":[0.9954514,0.002486089,0.0001568321,0.0004554407,0.0006744086,0.0007758916],"domain_scores_gemma":[0.9879848,0.003325485,0.001512362,0.0006662753,0.001964382,0.004546656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002346747,0.0005138111,0.3390855,0.0006058321,0.0001307182,0.001215235,0.3766528,0.0002377587,0.003196784,0.02076412,0.004580669,0.252782],"study_design_scores_gemma":[0.00005777667,0.001028764,0.4921405,0.001056505,0.0002475696,0.001096208,0.3398953,0.0007861495,0.001949203,0.006194059,0.1554366,0.0001111768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619799,0.003075948,0.00375311,0.003059892,0.0002040958,0.0001026674,0.0000565647,0.00008403893,0.02768373],"genre_scores_gemma":[0.9911363,0.0004781168,0.001392551,0.0001770719,0.00001633572,0.00005077018,0.00002603775,0.00001396956,0.006708989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03525759,"threshold_uncertainty_score":0.07010472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06619538786162732,"score_gpt":0.3448281450813113,"score_spread":0.278632757219684,"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."}}