{"id":"W4390106871","doi":"10.32603/2412-8562-2023-9-6-143-160","title":"Several Sociolinguistic Particularities of French-English Bi-Lingualism in Canada","year":2023,"lang":"en","type":"article","venue":"Discourse","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prestige; Legislation; Legislature; Sociolinguistics; Mass media; Politics; Language policy; Sociology; Linguistics; Political science; Media studies; Law; Pedagogy","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":[0.001486623,0.0003315778,0.0002764667,0.003172453,0.01279989,0.005010524,0.0008818519,0.0004859715,0.002896255],"category_scores_gemma":[0.003610209,0.0002961558,0.000286543,0.004576955,0.005530683,0.0008666335,0.002478823,0.0009406203,0.0001644418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04890275,"about_ca_system_score_gemma":0.0528299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897007,"about_ca_topic_score_gemma":0.9964562,"domain_scores_codex":[0.9974521,0.0005212322,0.00007560065,0.0003099655,0.0006771007,0.0009640737],"domain_scores_gemma":[0.9976749,0.0005964781,0.0002664416,0.00007964752,0.0008302776,0.0005522995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001195136,0.00004741673,0.1292602,0.0000914488,0.00002681803,0.001879283,0.8221596,0.0001438141,0.001982531,0.0104943,0.002360556,0.03143449],"study_design_scores_gemma":[0.000004448547,0.00003220846,0.276917,0.00008960635,0.00002298075,0.000515,0.6869311,0.000381412,0.0003605307,0.0005704019,0.0341134,0.00006190393],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757592,0.0007237964,0.0003453996,0.0008697053,0.00002528006,0.00003858022,0.000162832,0.00001546539,0.02205981],"genre_scores_gemma":[0.9972942,0.0002307525,0.0001391464,0.00006621961,0.000002367303,0.000008136816,0.00005509514,0.000006469442,0.002197508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04890275,"threshold_uncertainty_score":0.354816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375135283380879,"score_gpt":0.2414059099810261,"score_spread":0.2176545571472173,"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."}}