{"id":"W3179864844","doi":"10.1075/lplp.20020.gre","title":"Immigrant linguistic integration in the multilingual context of Montreal","year":2021,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Immigration; Metropolitan area; Context (archaeology); French; Linguistics; Sociology; Demographic economics; Political science; History; Law; Economics","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":[0.0005566716,0.0002976033,0.0002486973,0.001430677,0.003904275,0.001695174,0.0007298392,0.0002636736,0.004098693],"category_scores_gemma":[0.002291931,0.0001487585,0.0002720731,0.002257815,0.001003728,0.0004506497,0.001985504,0.000513459,0.000163076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01659018,"about_ca_system_score_gemma":0.01168961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9800614,"about_ca_topic_score_gemma":0.989632,"domain_scores_codex":[0.999364,0.0001175389,0.00001729128,0.00007401448,0.0001226295,0.0003045858],"domain_scores_gemma":[0.9989812,0.00006728944,0.0002583675,0.00002290377,0.0003080275,0.0003621268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001579611,0.0001039822,0.9447304,0.00006508131,0.00009260847,0.001060208,0.03203016,0.0003358786,0.001142841,0.001216482,0.001747293,0.01731704],"study_design_scores_gemma":[0.000005426983,0.00004158086,0.9739971,0.00003850636,0.00001777278,0.00009903007,0.02290587,0.0001408111,0.0001073888,0.0000411056,0.002583659,0.00002172129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972499,0.000172284,0.00001911875,0.0002405529,0.000004522189,0.00001179867,0.0002180925,0.00000328204,0.002080398],"genre_scores_gemma":[0.9985853,0.0001974284,0.00004241733,0.00004709377,0.000003024091,0.000009716829,0.0001315609,0.00000209862,0.0009813585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01993865,"threshold_uncertainty_score":0.1203708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0404409167454922,"score_gpt":0.4039537095269142,"score_spread":0.363512792781422,"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."}}