{"id":"W2267733802","doi":"10.1353/ces.2015.0054","title":"Ukrainian Ethnicity and Language Interactions in Saskatchewan","year":2015,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Ethnic group; Identity (music); Immigration; First language; Geography; Sociology; Medicine; Linguistics; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000456208,0.0001835403,0.0002205136,0.0005470841,0.002332008,0.001108119,0.0003836409,0.0001681122,0.002964697],"category_scores_gemma":[0.0008552746,0.0001740924,0.0001915483,0.001362417,0.0005649845,0.0004276353,0.001045474,0.0003669207,0.0002592971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00611408,"about_ca_system_score_gemma":0.009912443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8709954,"about_ca_topic_score_gemma":0.9662005,"domain_scores_codex":[0.9996666,0.0001243833,0.00001860958,0.0000431554,0.00005521367,0.00009210017],"domain_scores_gemma":[0.9994723,0.0001169589,0.0001066881,0.00002624102,0.0001429972,0.0001348632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009620612,0.0000837906,0.9314345,0.00005739232,0.00007286564,0.001314168,0.03586289,0.0002573716,0.002440861,0.001287467,0.001108609,0.025984],"study_design_scores_gemma":[0.000005015771,0.00002955668,0.9245908,0.00006057007,0.00002815959,0.0002036715,0.06996797,0.0002356942,0.0002494938,0.000138984,0.004465598,0.00002449912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964211,0.0001097163,0.00003771502,0.0001506634,0.000004330059,0.000005688082,0.0001012004,0.000002031032,0.003167717],"genre_scores_gemma":[0.9963598,0.0003095458,0.0001159948,0.0001020026,0.000001243124,0.00001166273,0.0001070223,0.00000335046,0.002989512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1290046,"threshold_uncertainty_score":0.2595286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2069192290548749,"score_gpt":0.3577371920414057,"score_spread":0.1508179629865308,"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."}}