{"id":"W4320879564","doi":"10.20360/langandlit29659","title":"Une recherche-développement dans le contexte pandémique : création de livres animés pour favoriser le développement de la compréhension en lecture chez les apprentis lecteurs francophones en milieu minoritaire","year":2023,"lang":"fr","type":"article","venue":"Language and Literacy","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001401264,0.000334739,0.0003100954,0.0001325125,0.0008923543,0.0004557685,0.0001550662,0.0003284261,0.0006333574],"category_scores_gemma":[0.0002032045,0.0003259113,0.0001123332,0.000186179,0.0001990978,0.000432024,0.00008967715,0.0006369691,0.00004712111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001612332,"about_ca_system_score_gemma":0.0002715226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02597638,"about_ca_topic_score_gemma":0.006633472,"domain_scores_codex":[0.9966787,0.001879431,0.000386684,0.0004162134,0.0001836355,0.0004553178],"domain_scores_gemma":[0.9977592,0.001541502,0.0001909749,0.0002402847,0.0001263022,0.000141699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006691515,0.0004182152,0.004454658,0.0004722349,0.0001370171,0.00007961501,0.8021494,0.00003002832,0.004898427,0.003779456,0.006138347,0.1773756],"study_design_scores_gemma":[0.001343637,0.000181686,0.06203397,0.0006581924,0.0001230332,0.00004200422,0.7180986,0.0005864048,0.004649532,0.004771822,0.2069485,0.000562573],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.905154,0.04351415,0.001404788,0.04685817,0.0006201752,0.0002957511,0.00006405357,0.0001225484,0.001966364],"genre_scores_gemma":[0.9377778,0.02162688,0.002556674,0.0005641296,0.001187019,0.00008315854,0.0002240685,0.00005872824,0.03592153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2008101,"threshold_uncertainty_score":0.9999193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03978158571625275,"score_gpt":0.3270625142951835,"score_spread":0.2872809285789307,"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."}}