{"id":"W4392315806","doi":"10.7202/1109678ar","title":"Points de vue de parents immigrants à l’égard d’un modèle de services d’accueil et de soutien à l’apprentissage du français hybride au Centre-du-Québec","year":2024,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université de Montréal","funders":"","keywords":"Humanities; Sociology; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002111271,0.0004654468,0.0004614624,0.00008212746,0.001342817,0.0004157768,0.0006147993,0.0003494557,0.001575502],"category_scores_gemma":[0.000883708,0.0004663005,0.0003354354,0.000564501,0.0004641817,0.0004560601,0.0001579417,0.0005450298,0.0009621593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002536352,"about_ca_system_score_gemma":0.005066285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6128386,"about_ca_topic_score_gemma":0.3141799,"domain_scores_codex":[0.9958811,0.0009991343,0.0005555814,0.0006634449,0.0005660941,0.001334674],"domain_scores_gemma":[0.9979601,0.000693169,0.0002078788,0.0002882138,0.0002585396,0.0005921172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002079876,0.0003312803,0.2221895,0.0003820873,0.0002699095,0.00006758654,0.7529285,0.000187541,0.00005620566,0.001444791,0.01496924,0.007152602],"study_design_scores_gemma":[0.001212535,0.00007098136,0.22505,0.001406991,0.0004918716,0.00004062152,0.4191481,0.004982123,0.0007509405,0.01224507,0.3333855,0.001215377],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368688,0.01329455,0.001063696,0.02931996,0.006683928,0.0003834084,0.0002205914,0.0002573293,0.01190775],"genre_scores_gemma":[0.9860104,0.003472878,0.0008186423,0.002378697,0.002406166,0.00008590555,0.00006828424,0.00006560752,0.004693375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3337804,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734404646400289,"score_gpt":0.2739548633272073,"score_spread":0.2566108168632044,"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."}}