{"id":"W6964122414","doi":"10.25318/9810061501-eng","title":"First official language spoken by labour force status, highest level of education and immigrant status and period of immigration: 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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Metropolitan area; Urban agglomeration; Immigration; Population; Period (music); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001020164,0.001782952,0.001825358,0.004811832,0.002024236,0.002774467,0.004036088,0.001193415,0.04346618],"category_scores_gemma":[0.007202048,0.001151652,0.00144179,0.01823115,0.0004881188,0.001205839,0.001425193,0.002272626,0.02031724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0208873,"about_ca_system_score_gemma":0.04370039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9800606,"about_ca_topic_score_gemma":0.9827481,"domain_scores_codex":[0.998667,0.00007292813,0.0001529896,0.0002066428,0.0004653722,0.0004351215],"domain_scores_gemma":[0.9922242,0.0004152166,0.0004790622,0.0003183388,0.005764838,0.000798295],"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":[0.00004229682,0.00001530692,0.003393711,0.0003187029,0.00003175099,0.00001442592,0.00004043858,0.0001567699,0.00001581106,0.0003340679,0.9942491,0.001387628],"study_design_scores_gemma":[0.0005078718,0.00002603416,0.1713303,0.001609121,0.0001489157,0.000102866,0.000838411,0.0009262956,0.0003485486,0.000810855,0.8232438,0.0001069784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000169664,0.00003394932,0.00001417453,0.00003639064,0.00001024929,0.0000122029,0.9993269,0.00002032454,0.0003762076],"genre_scores_gemma":[0.001568302,0.0001150906,0.0001819776,0.00006057714,0.000007227625,0.0001336742,0.9957925,0.00003066795,0.002110048],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04346618,"threshold_uncertainty_score":0.1515487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007558979979585712,"score_gpt":0.2525424735045476,"score_spread":0.2449834935249618,"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."}}