{"id":"W6945242236","doi":"10.25318/9810016901-eng","title":"Mother tongue by first official language spoken, language spoken most often at home and other language(s) spoken regularly at home: Canada, provinces and territories, census metropolitan areas and census agglomerations with parts","year":2022,"lang":"en","type":"dataset","venue":"Statistics Canada Dissemination","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Metropolitan area; Population; First language; Official language; Spoken language","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003536765,0.001070912,0.0009884399,0.0003583329,0.001135713,0.0003402799,0.0004288063,0.0002871774,0.001305133],"category_scores_gemma":[0.0004734567,0.001059128,0.00003099653,0.0006009691,0.0004948734,0.0001925027,0.0003791692,0.000550908,0.000001857788],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006697888,"about_ca_system_score_gemma":0.001411096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902515,"about_ca_topic_score_gemma":0.9997501,"domain_scores_codex":[0.9946999,0.0002848217,0.0007755226,0.001311128,0.001927606,0.001001041],"domain_scores_gemma":[0.9966981,0.000620437,0.0008601046,0.0009004492,0.0002511418,0.0006697114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002968349,0.00008138909,0.001627694,0.0004968216,0.0002712667,0.001779594,0.001333317,0.00000666381,0.0001409564,0.0001711583,0.9932597,0.0005345979],"study_design_scores_gemma":[0.001393575,0.0002657946,0.01765732,0.0002512242,0.0008081365,0.0003297333,0.01417237,0.00008152392,0.0002040637,0.000011237,0.9628035,0.002021556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.07478736,0.005217632,0.000006277946,0.0002438013,0.000386565,0.001137044,0.9180962,0.00006632762,0.00005875958],"genre_scores_gemma":[0.02194385,0.0001053872,0.0002721787,0.000217203,0.0002802939,0.0001830975,0.9730167,0.0003117471,0.003669493],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05492051,"threshold_uncertainty_score":0.9996078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003521986921018197,"score_gpt":0.2232855828984982,"score_spread":0.21976359597748,"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."}}