{"id":"W2963151947","doi":"10.1075/lplp.00038.cas","title":"Quebec’s new language dynamic","year":2019,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Immigration; French; Census; Metropolitan area; Assimilation (phonology); Romance; Official language; History; Linguistics; Political science; Geography; Sociology; Demography; Literature; Population; Law; Art","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":[0.0008845171,0.00025496,0.0002350674,0.00239973,0.005441112,0.003384491,0.001050849,0.0008344925,0.0160474],"category_scores_gemma":[0.001855549,0.0001779715,0.0003148489,0.00280378,0.002062608,0.001231367,0.001114319,0.001411051,0.0007110077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07750968,"about_ca_system_score_gemma":0.04988088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923332,"about_ca_topic_score_gemma":0.9958249,"domain_scores_codex":[0.9989175,0.0001248017,0.00002834463,0.0001847778,0.000345167,0.0003994019],"domain_scores_gemma":[0.9975181,0.0002207315,0.0001724326,0.00008287778,0.001240504,0.0007653831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003577023,0.0001544948,0.2092229,0.0003863192,0.0001196844,0.005406483,0.05045762,0.002015107,0.005066094,0.2146236,0.2614669,0.250723],"study_design_scores_gemma":[0.00002349927,0.00004354594,0.3118166,0.0002154368,0.00002763214,0.0006168328,0.01393797,0.001437243,0.0003206791,0.00209451,0.669402,0.00006407281],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6567257,0.00814309,0.001269749,0.07829662,0.0007451024,0.00009118496,0.0078896,0.0001917511,0.2466473],"genre_scores_gemma":[0.9336206,0.001534631,0.0007121998,0.004115841,0.0001178012,0.00002666467,0.0008639153,0.00003316365,0.05897533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07750968,"threshold_uncertainty_score":0.5623747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00635135156163107,"score_gpt":0.2565290191507088,"score_spread":0.2501776675890777,"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."}}