{"id":"W7140294422","doi":"10.5281/zenodo.19222635","title":"Processed 2021 Census of Population Data for Canada's Census Subdivisions (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; Subdivision; Population; Population statistics; American Community Survey; Data collection","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":[0.001381181,0.001347707,0.001409205,0.007579261,0.002690731,0.003674916,0.002769104,0.001023226,0.06809396],"category_scores_gemma":[0.01230857,0.0008304335,0.0009151698,0.02197308,0.0005952422,0.001153747,0.001907735,0.002415306,0.05260158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01863006,"about_ca_system_score_gemma":0.05682265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9491239,"about_ca_topic_score_gemma":0.9644693,"domain_scores_codex":[0.9978064,0.0001476908,0.0001770198,0.0004015704,0.0009704038,0.0004970588],"domain_scores_gemma":[0.9891136,0.0008921653,0.0003883905,0.0007869893,0.008064091,0.0007548183],"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":[0.00001039021,0.000004440037,0.0004188334,0.0001042974,0.000007412319,0.000008135415,0.00002930005,0.00008778384,0.00001610204,0.0005482774,0.997462,0.001303036],"study_design_scores_gemma":[0.00003907301,0.00000234025,0.006085766,0.0002383069,0.00001247788,0.00001813188,0.0001540725,0.000196223,0.0001109777,0.0007305545,0.9923827,0.00002936016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004400857,0.00001918005,0.00004523505,0.00004556419,0.00001186438,0.00001043708,0.998882,0.00009373036,0.0008478758],"genre_scores_gemma":[0.0003515932,0.00004393844,0.0004030834,0.00003986222,0.000005008788,0.00007179156,0.9977563,0.00009240028,0.00123608],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06809396,"threshold_uncertainty_score":0.227797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08243404602929034,"score_gpt":0.3765438635282884,"score_spread":0.2941098174989981,"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."}}