{"id":"W2759068023","doi":"","title":"INCLUDING STUDENTS WITH SPECIAL EDUCATION NEEDS IN THE FRENCH AS A SECOND LANGUAGE CLASSROOM","year":2017,"lang":"en","type":"article","venue":"2017 Conference of the Canadian Society for the Study of Education","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mathematics education; Pedagogy; Psychology; Linguistics; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003363427,0.0007537823,0.0006956271,0.001079459,0.01274773,0.006595203,0.001569453,0.00351286,0.01662046],"category_scores_gemma":[0.005296501,0.0003385512,0.000677837,0.0006314384,0.001454439,0.003121408,0.007574535,0.002422668,0.002179868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009551407,"about_ca_system_score_gemma":0.03084742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09485677,"about_ca_topic_score_gemma":0.3625934,"domain_scores_codex":[0.9953297,0.001403248,0.00008575663,0.00025315,0.0004752312,0.002452924],"domain_scores_gemma":[0.9890978,0.0005952906,0.0002469618,0.0001283931,0.001424835,0.008506594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007269421,0.004221838,0.1205628,0.0006641805,0.00007377032,0.007664775,0.4078856,0.0003197645,0.009036834,0.007309173,0.1581791,0.2833552],"study_design_scores_gemma":[0.00008765539,0.00120343,0.06148506,0.000730649,0.00007411295,0.002510371,0.5882824,0.0002519957,0.001555924,0.001424418,0.3422763,0.0001176632],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9080777,0.00244223,0.0004685828,0.03095605,0.001909221,0.0001992043,0.000175136,0.0001336085,0.05563827],"genre_scores_gemma":[0.9573383,0.001408402,0.001054777,0.006129623,0.0003191882,0.0001496512,0.000191275,0.00005287932,0.03335591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09485677,"threshold_uncertainty_score":0.1886093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1677895187259906,"score_gpt":0.4468004722033279,"score_spread":0.2790109534773373,"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."}}