{"id":"W6945552842","doi":"10.25318/9810036401-eng","title":"Mother tongue by generation status and number of languages known: Canada, provinces and territories, census metropolitan areas and census agglomerations with parts","year":2023,"lang":"en","type":"dataset","venue":"Statistics Canada Dissemination","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Metropolitan area; Urban agglomeration; Population; American Community Survey","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"],"consensus_categories":[],"category_scores_codex":[0.0001448941,0.0004635993,0.0004766139,0.0001317053,0.0002758687,0.0001535241,0.00009664059,0.0001428709,0.00002124338],"category_scores_gemma":[0.000497988,0.0004430281,0.000007742294,0.0003020818,0.0002574712,0.0001168504,0.00005476826,0.0002110746,6.605059e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417033,"about_ca_system_score_gemma":0.001642411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969338,"about_ca_topic_score_gemma":0.999882,"domain_scores_codex":[0.9974351,0.000135115,0.0004859014,0.000573894,0.0009152897,0.0004546856],"domain_scores_gemma":[0.9980146,0.0003900084,0.0005127757,0.0003125214,0.000443604,0.0003264588],"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":[0.00002277903,0.00002672474,0.001490519,0.0003537805,0.0001267259,0.00006604185,0.00006557287,0.000003325619,0.00006935221,0.0007819423,0.9962597,0.0007335465],"study_design_scores_gemma":[0.0008667518,0.0001923295,0.04603821,0.0003970032,0.0008524642,0.00006391602,0.005485531,0.0003987069,0.0004416028,0.00008580968,0.943687,0.001490736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.007035521,0.0009555752,0.00002165632,0.00008816355,0.0002465346,0.0005028311,0.9910992,0.00002192657,0.00002857843],"genre_scores_gemma":[0.01264137,0.0003351345,0.0006179144,0.00002035801,0.0001298353,0.00007131971,0.9855689,0.00009841539,0.000516756],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05257276,"threshold_uncertainty_score":0.9998022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00648032903460147,"score_gpt":0.2672446687289222,"score_spread":0.2607643396943207,"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."}}