{"id":"W2591997244","doi":"10.5539/jel.v6n3p14","title":"Instructional Supports for Students with Special Education Needs in French as a Second Language Education: A Review of Canadian Empirical Literature","year":2017,"lang":"en","type":"review","venue":"Journal of Education and Learning","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto; Nipissing University","funders":"Ministère de l’Éducation, Gouvernement de l’Ontario","keywords":"French immersion; AP French Language; Variety (cybernetics); Empirical research; Psychology; Pedagogy; Intervention (counseling); Mathematics education; Foreign language; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008159413,0.0002206804,0.0008038937,0.001765019,0.0003003771,0.0003437282,0.000225258,0.0001217264,0.002693961],"category_scores_gemma":[0.0005522555,0.0001685855,0.0001909526,0.0001754733,0.00006063619,0.000297842,0.00001347511,0.001086557,0.000003473701],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001564743,"about_ca_system_score_gemma":0.00859936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003775865,"about_ca_topic_score_gemma":0.0104496,"domain_scores_codex":[0.9985137,0.0002436184,0.0006938672,0.0001636228,0.0002270017,0.0001581775],"domain_scores_gemma":[0.9976702,0.000119032,0.00144998,0.0001507543,0.0004354435,0.0001745963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000571242,0.0001564853,0.000306997,0.01412754,0.00006955342,0.000002893312,0.05177799,1.105787e-7,1.995972e-8,0.0006355664,0.01207361,0.9208435],"study_design_scores_gemma":[0.0001288276,0.0001242288,0.0002099611,0.07502779,0.0002042359,0.0005124466,0.02246944,8.691323e-8,2.700356e-8,0.00001607146,0.9011521,0.0001547312],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01157397,0.9670172,2.877609e-7,0.0002517897,0.002017947,0.0003672961,0.00001186082,0.000003392151,0.0187563],"genre_scores_gemma":[0.001103992,0.9439853,0.0003163015,0.0007469208,0.008669367,0.00005889502,0.0003871827,0.00004033228,0.04469168],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9206888,"threshold_uncertainty_score":0.9982177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04450182568953048,"score_gpt":0.3948395641066428,"score_spread":0.3503377384171124,"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."}}