{"id":"W7140308645","doi":"10.5281/zenodo.19222581","title":"Processed 2021 Census of Population Data for Canada's Designated Places (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 statistics; Population; Download; Data collection; American Community Survey; Demographic statistics","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":[0.001146653,0.001366849,0.001303059,0.00673696,0.002514801,0.003553547,0.002989498,0.000985356,0.04862912],"category_scores_gemma":[0.009090109,0.0007348817,0.000925911,0.01938376,0.0005955172,0.0009831098,0.001804598,0.002134546,0.03758667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01798925,"about_ca_system_score_gemma":0.05331697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.961705,"about_ca_topic_score_gemma":0.9753239,"domain_scores_codex":[0.9981562,0.0001171572,0.0001418209,0.0003350393,0.000791959,0.0004577333],"domain_scores_gemma":[0.9920003,0.0006066188,0.0003194526,0.0006250175,0.005787373,0.0006611931],"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":[0.00001397775,0.00000584787,0.0007976065,0.0001066963,0.00001006593,0.00001077915,0.00003378643,0.0001205041,0.00001756302,0.0005567448,0.9969661,0.001360392],"study_design_scores_gemma":[0.0000514174,0.000003393261,0.01068957,0.0002532164,0.00001796794,0.00002650424,0.0002355121,0.0002925229,0.0001483222,0.0007280476,0.9875152,0.00003834656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007780823,0.0000208678,0.00003646266,0.00004089373,0.00001086562,0.000008568661,0.9989881,0.00007499725,0.0007415066],"genre_scores_gemma":[0.0004685924,0.0000372636,0.0002865065,0.00003076677,0.000004095294,0.00005246487,0.9979813,0.00005926357,0.001079814],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04862912,"threshold_uncertainty_score":0.1626807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0810895590609465,"score_gpt":0.3603988637652741,"score_spread":0.2793093047043276,"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."}}