{"id":"W7132889738","doi":"","title":"Student Reflections of their Experiences with French as a Second Language Programs in Ontario","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Second language; Agency (philosophy); French; English as a second language; Language proficiency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002190917,0.000461134,0.0005815748,0.0008770507,0.01655125,0.004177709,0.001236754,0.001315588,0.004809577],"category_scores_gemma":[0.004237113,0.000510352,0.0004151826,0.001733264,0.005484502,0.001229421,0.004114122,0.002024174,0.0004890512],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03522379,"about_ca_system_score_gemma":0.0305101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8246432,"about_ca_topic_score_gemma":0.9464869,"domain_scores_codex":[0.9962553,0.001111621,0.0001017766,0.0002561533,0.0008270268,0.001448066],"domain_scores_gemma":[0.9939525,0.0009933528,0.0006020208,0.0001001855,0.001379708,0.002972258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006612421,0.00004579548,0.01155603,0.00005467224,0.00000509292,0.0007956976,0.9785089,0.00004398169,0.001426232,0.0004918175,0.001515746,0.005490036],"study_design_scores_gemma":[0.000003372802,0.00008515727,0.01987463,0.00005428615,0.000005214157,0.0001365285,0.9403292,0.00006206292,0.0003292273,0.00005591662,0.03903655,0.00002781421],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987747,0.0003121231,0.0002261016,0.002066969,0.00004845823,0.00003606647,0.0001234812,0.00001914798,0.009420648],"genre_scores_gemma":[0.9838126,0.0005300146,0.0002057183,0.0004425203,0.00001666866,0.00003809338,0.00006671997,0.000024816,0.01486284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9647762,"threshold_uncertainty_score":0.352779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0449786004239512,"score_gpt":0.3607033181443013,"score_spread":0.3157247177203502,"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."}}