{"id":"W6945172289","doi":"10.25318/9810065601-eng","title":"Labour force status by visible minority, household type of person and selected characteristics: Canada, provinces and territories and census metropolitan areas with parts","year":2025,"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; Immigration; Demographic analysis","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":[0.0001261565,0.0005428919,0.0006992554,0.0002073373,0.0002452693,0.0001660474,0.0001525882,0.0001649995,0.00000899693],"category_scores_gemma":[0.0009644615,0.0005374777,0.000006420624,0.0005000175,0.0002667035,0.0001129045,0.00007328617,0.0003037004,2.626974e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001692788,"about_ca_system_score_gemma":0.004354329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956373,"about_ca_topic_score_gemma":0.9995193,"domain_scores_codex":[0.99736,0.0001132701,0.0004473184,0.0006199128,0.0008970214,0.0005624773],"domain_scores_gemma":[0.9973164,0.000485896,0.0006414102,0.0003186627,0.0008861896,0.0003514523],"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":[0.0001486253,0.00003331954,0.01205734,0.002019362,0.0001693448,0.00006435433,0.00004466842,2.040105e-7,0.00006858867,0.0003852243,0.9846465,0.0003624815],"study_design_scores_gemma":[0.0009598896,0.0006642978,0.4114805,0.0008454407,0.001353505,0.00004246649,0.002990407,0.0001053964,0.0004179815,0.00004576525,0.5795543,0.001540081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02680016,0.001037318,0.00001114904,0.00003673497,0.0002336427,0.0005109843,0.9713367,0.00001860405,0.00001468246],"genre_scores_gemma":[0.06310312,0.0003362978,0.0003325871,0.00002100869,0.00005132035,0.00002613889,0.9354867,0.00004440113,0.0005984582],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4050922,"threshold_uncertainty_score":0.9997077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006113348810100892,"score_gpt":0.2346063145728346,"score_spread":0.2284929657627337,"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."}}