{"id":"W4406324904","doi":"10.1522/rhe.v9i1.1851","title":"Collaborer pour soutenir les apprentissages en littératie","year":2025,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001027569,0.000229426,0.0002427858,0.0001948594,0.0005159716,0.000212374,0.0004155792,0.000223863,0.000624124],"category_scores_gemma":[0.0006854433,0.0002999605,0.0001243029,0.001080073,0.0002594135,0.0004615501,0.00006747719,0.00025481,0.000439056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00261358,"about_ca_system_score_gemma":0.001444326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00451907,"about_ca_topic_score_gemma":0.003603853,"domain_scores_codex":[0.9975609,0.0007657933,0.0004690658,0.0004524752,0.0002446018,0.0005071514],"domain_scores_gemma":[0.9985221,0.0004048101,0.0002577615,0.0003793377,0.0002952706,0.0001406914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001909462,0.00183738,0.04425246,0.001016809,0.0002036825,0.000005761562,0.1283688,0.0002440657,0.002276927,0.2537812,0.3785902,0.1894036],"study_design_scores_gemma":[0.0002750363,0.00002938354,0.04749069,0.001014259,0.0002737516,0.000006781196,0.06596953,0.0008319843,0.004762185,0.03607069,0.8428503,0.0004253721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8350395,0.01610446,0.003813709,0.07322628,0.01506171,0.0008174809,0.0000824985,0.0001351372,0.05571925],"genre_scores_gemma":[0.5817693,0.00262445,0.002086137,0.0004745365,0.001685697,0.0001565097,0.0001771637,0.00002241445,0.4110038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4642601,"threshold_uncertainty_score":0.9999452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0659727692473252,"score_gpt":0.3622587199876674,"score_spread":0.2962859507403422,"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."}}