{"id":"W7140306757","doi":"10.5281/zenodo.19220388","title":"Processed 2021 Census of Population Data for Canada's Provinces and Territories (Parquet)","year":2025,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Population; Population statistics; Data collection; American Community Survey; Download","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":[0.001125126,0.001238734,0.001312505,0.006871717,0.002831131,0.003187651,0.00273232,0.0009354246,0.05238119],"category_scores_gemma":[0.009759385,0.0007012676,0.0008828599,0.02022724,0.0005724459,0.0009655379,0.001749524,0.002095649,0.03554947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01948233,"about_ca_system_score_gemma":0.06150087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9697165,"about_ca_topic_score_gemma":0.9796836,"domain_scores_codex":[0.9981925,0.0001167616,0.0001410037,0.0003445082,0.0007571238,0.0004480466],"domain_scores_gemma":[0.9913634,0.000607699,0.0003077367,0.0006363218,0.006439288,0.0006455216],"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":[0.00001476088,0.000004929849,0.0006980481,0.0001141636,0.0000104107,0.000009790031,0.00003132128,0.000111441,0.00001906631,0.0005260623,0.9970512,0.001408702],"study_design_scores_gemma":[0.00005494448,0.000003417134,0.01104565,0.0002765565,0.00002058705,0.00002571853,0.0002014356,0.0002663349,0.0001438262,0.0007257145,0.9871983,0.00003746031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007550407,0.00002333025,0.00003781767,0.00004643878,0.00001111779,0.00001010469,0.9988996,0.00007719338,0.0008188912],"genre_scores_gemma":[0.0005502494,0.00004828752,0.0003570507,0.00003981854,0.000005035942,0.00005995614,0.9977347,0.00006608687,0.001138836],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05238119,"threshold_uncertainty_score":0.1752325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04262532106767448,"score_gpt":0.34009070674231,"score_spread":0.2974653856746355,"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."}}