{"id":"W7043164501","doi":"","title":"Refugee-background students in French immersion programs: Exploring the perspectives and ideologies of educators across the Canadian Prairies","year":2024,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Regina","keywords":"Ideology; French immersion; Graduate students; Immersion (mathematics); Higher education","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004100959,0.000548134,0.0006139231,0.001584422,0.02748602,0.009860446,0.001744142,0.001884162,0.004927147],"category_scores_gemma":[0.004566814,0.0003287679,0.00032303,0.002324197,0.01237513,0.003061746,0.006462436,0.004396047,0.000379121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03819712,"about_ca_system_score_gemma":0.05926067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9183229,"about_ca_topic_score_gemma":0.9678519,"domain_scores_codex":[0.996642,0.0009241137,0.0000563239,0.0002628698,0.0005244644,0.001590353],"domain_scores_gemma":[0.9962119,0.0008198401,0.0002677885,0.00006430283,0.0009906567,0.001645557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002826902,0.00003215868,0.00560175,0.00002627094,0.000002859727,0.0001572705,0.9861376,0.00001500061,0.0002392134,0.001244828,0.0009017547,0.005612988],"study_design_scores_gemma":[0.000001505208,0.00001273104,0.004845507,0.00004167737,0.000001916729,0.00001892931,0.9884005,0.000008291565,0.0000323226,0.00005636291,0.006573146,0.000007126717],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783064,0.001253837,0.0002112057,0.004422796,0.00007260329,0.00003773444,0.00005826087,0.000009229364,0.01562789],"genre_scores_gemma":[0.9884176,0.0009665037,0.0001787393,0.0007993162,0.000008673698,0.00002173353,0.00004357233,0.0000134927,0.009550396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08167708,"threshold_uncertainty_score":0.2771407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217884599445612,"score_gpt":0.2784983121558334,"score_spread":0.2567098522112722,"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."}}