{"id":"W3161196787","doi":"","title":"Linguistic variation and ethnicity in a super-diverse community: The case of Vancouver English","year":2020,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variation (astronomy); Ethnic group; Linguistics; Linguistic diversity; Geography; Genealogy; Sociology; Anthropology; History; Astronomy; Physics; Philosophy","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":[0.002058471,0.0003634338,0.0007496475,0.002135603,0.02235948,0.005946898,0.001700416,0.001099743,0.003130093],"category_scores_gemma":[0.0050861,0.0004138831,0.0002644105,0.003051316,0.006691152,0.001460704,0.00723019,0.002076613,0.0002930416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01291416,"about_ca_system_score_gemma":0.01211908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8343002,"about_ca_topic_score_gemma":0.9478383,"domain_scores_codex":[0.9963827,0.001292467,0.000129398,0.0003435424,0.0008806812,0.0009711443],"domain_scores_gemma":[0.996766,0.0008411748,0.0002404831,0.0001406537,0.000897393,0.001114384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002712002,0.00003181277,0.02397477,0.00005899845,0.00001104795,0.003880171,0.9643112,0.00001738027,0.0003884902,0.001268705,0.0004797055,0.005550495],"study_design_scores_gemma":[0.000001600694,0.00001182026,0.02036594,0.00006762327,0.000005372081,0.0005403351,0.975,0.00003028724,0.00003091009,0.0001556836,0.003780092,0.0000104644],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912598,0.0004185655,0.00007203325,0.0008140391,0.00002707896,0.00002319478,0.00002585204,0.000001980662,0.007357619],"genre_scores_gemma":[0.9966619,0.0004551237,0.0001239108,0.0002782276,0.000009098829,0.0000116187,0.00002890943,0.000007502659,0.002423696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1656998,"threshold_uncertainty_score":0.3333513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254079128345316,"score_gpt":0.2707944787577469,"score_spread":0.2453865659232153,"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."}}