{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001074722,0.00192427,0.001761209,0.004050872,0.001787586,0.002670111,0.004073665,0.001370756,0.03920851],"category_scores_gemma":[0.006986095,0.001190074,0.001304076,0.01408031,0.0005102703,0.001176502,0.00145827,0.002344199,0.02040409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01427779,"about_ca_system_score_gemma":0.02933247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9618858,"about_ca_topic_score_gemma":0.9702306,"domain_scores_codex":[0.9987531,0.0000768909,0.0001385529,0.0002308088,0.0004022015,0.0003984179],"domain_scores_gemma":[0.9936459,0.0004339412,0.0004599337,0.0003408939,0.004436588,0.0006827417],"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":[0.00003985503,0.00001265233,0.002638169,0.0002827405,0.00002676536,0.00001430127,0.0000303359,0.0001214551,0.0000158396,0.0002772152,0.9954258,0.001114903],"study_design_scores_gemma":[0.0005587582,0.00002452796,0.1304427,0.001352428,0.0001291121,0.0001072856,0.0006061611,0.0007512821,0.0003450089,0.000741864,0.8648455,0.00009556919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000161434,0.00003757463,0.00001500153,0.00003781642,0.00001220686,0.000009562227,0.9993563,0.00002281019,0.0003472069],"genre_scores_gemma":[0.001221737,0.0001040209,0.0001541094,0.00005717469,0.000007976404,0.0001035075,0.9964496,0.0000299343,0.001871982],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03920851,"threshold_uncertainty_score":0.1311655,"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."}}