{"id":"W7140278110","doi":"10.5281/zenodo.19222152","title":"Processed 2021 Census of Population Data for Canada's Census Divisions (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; American Community Survey; Population statistics; Data collection; Download; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001523475,0.00130079,0.001505856,0.008750184,0.002512473,0.003469111,0.002927417,0.0009642853,0.06738355],"category_scores_gemma":[0.01403616,0.0008560756,0.0009671726,0.0268332,0.0005450906,0.001159697,0.001870515,0.002298999,0.0483291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02026981,"about_ca_system_score_gemma":0.06538943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9571751,"about_ca_topic_score_gemma":0.9665868,"domain_scores_codex":[0.9973029,0.0001849088,0.0002526505,0.0004633761,0.001217635,0.0005785061],"domain_scores_gemma":[0.9858849,0.001029532,0.0005051927,0.0009060003,0.01087644,0.0007978933],"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":[0.00001224822,0.000004597097,0.0005276757,0.0001366375,0.000009708916,0.0000080351,0.00002630714,0.00008557403,0.00001431809,0.0004947926,0.9972204,0.001459737],"study_design_scores_gemma":[0.00004583099,0.000002978247,0.008825886,0.0002742288,0.00001594704,0.00001923484,0.0001529844,0.0001870132,0.0001019856,0.0006374405,0.989705,0.00003147194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004107741,0.00002039947,0.000035338,0.00003910508,0.00001080585,0.00001075914,0.9990293,0.00006967852,0.000743592],"genre_scores_gemma":[0.0003855292,0.00005599034,0.0003507057,0.00004159531,0.000005459299,0.00007786235,0.9977991,0.00007269596,0.001211122],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06738355,"threshold_uncertainty_score":0.2254205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08056891185035855,"score_gpt":0.3767208933131143,"score_spread":0.2961519814627557,"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."}}