{"id":"W6945375145","doi":"10.25318/9810013701-eng","title":"Census family status and household living arrangements, presence of parent in household, age group and gender: Canada, provinces and territories, census metropolitan areas and census agglomerations","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; Urban agglomeration; American Community Survey; Population; 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":[0.0004550228,0.0007271566,0.0008212051,0.0004982133,0.0005267069,0.0002449964,0.0002563754,0.0001603148,0.00002397687],"category_scores_gemma":[0.001111864,0.0008379321,0.00001627709,0.0005169007,0.0004242788,0.0001987471,0.0004088939,0.0005877944,1.591261e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003428382,"about_ca_system_score_gemma":0.001303172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934204,"about_ca_topic_score_gemma":0.9993984,"domain_scores_codex":[0.9950442,0.0004082622,0.001003498,0.001060684,0.001615659,0.0008677216],"domain_scores_gemma":[0.9965667,0.001370168,0.00083335,0.0005284619,0.000157369,0.0005439622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000539072,0.0001110287,0.009517954,0.00138729,0.0001327903,0.0004135646,0.000277679,0.00001994891,0.00007814215,0.0007488228,0.986174,0.001084877],"study_design_scores_gemma":[0.0008868126,0.0002250072,0.667075,0.0004972517,0.0005823519,0.00004020237,0.01128813,0.0001664225,0.000008853739,0.0002123336,0.3176364,0.001381141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.05550643,0.005377829,0.00001056053,0.00001981658,0.0005054483,0.001000494,0.9375421,0.00002487577,0.00001247986],"genre_scores_gemma":[0.173684,0.002594817,0.0004979806,0.0000269486,0.00005318565,0.0001469549,0.8228645,0.0001064346,0.00002523989],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6685376,"threshold_uncertainty_score":0.9994072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436771746377329,"score_gpt":0.2615195971004005,"score_spread":0.2371518796366272,"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."}}