{"id":"W7161753232","doi":"10.82308/19416","title":"Expectations versus reality: Maghrébine women's lived experiences of language policy in Montreal","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conceptualization; Charter; Immigration; Government (linguistics); Ethnography; Public policy; Language policy; Ideology; Lived experience","routes":{"ca_aff":false,"ca_fund":false,"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":[0.002775053,0.0005924391,0.0004620207,0.001276435,0.02580236,0.006734299,0.001901634,0.001956455,0.004620064],"category_scores_gemma":[0.004672016,0.0004490414,0.0003488481,0.00151568,0.01609266,0.002737637,0.004705616,0.003287208,0.0002733255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05419357,"about_ca_system_score_gemma":0.02531158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9342069,"about_ca_topic_score_gemma":0.9633145,"domain_scores_codex":[0.9971262,0.001230204,0.00003482554,0.0001676248,0.0003176818,0.001123446],"domain_scores_gemma":[0.9977647,0.0007978939,0.0001762726,0.00005220894,0.0003580507,0.0008509232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002602852,0.00001693874,0.003662689,0.00001742026,0.000003695208,0.0007673604,0.9896896,0.00004612897,0.0005130938,0.002309726,0.001101988,0.001845321],"study_design_scores_gemma":[0.000001790268,0.00001664253,0.003521048,0.00003048427,0.000002995767,0.00007922407,0.9859117,0.00004798511,0.0001036985,0.00009959532,0.01016659,0.000018207],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752612,0.0006694847,0.0003554845,0.00660052,0.00007195342,0.00005283942,0.0001664594,0.00002075536,0.01680139],"genre_scores_gemma":[0.9931645,0.0003014179,0.0001175549,0.0004780419,0.00001062585,0.00002340887,0.00003473074,0.00001122209,0.005858513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0657931,"threshold_uncertainty_score":0.3932037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05108707442302311,"score_gpt":0.4745935551812477,"score_spread":0.4235064807582246,"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."}}