{"id":"W6942606074","doi":"10.14288/1.0448205","title":"HART (2025) - 2021 Census of Canada - Selected Characteristics of Households and Dwellings for Housing Need related to Federal HNA Template - Canada, all provinces and territories at the Census Division (CD) and Census Subdivision (CSD) level [custom tabulation]","year":2025,"lang":"en","type":"dataset","venue":"Open Collections","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Table (database); American Community Survey; Order (exchange); Population; Subdivision; Household income; Population 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":[0.00115391,0.001145156,0.0009646441,0.005501653,0.00265517,0.002737321,0.002298295,0.0006018288,0.06165873],"category_scores_gemma":[0.005981292,0.0007741274,0.001183039,0.01620226,0.0004047444,0.001335527,0.00126242,0.00148443,0.01952962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04350734,"about_ca_system_score_gemma":0.09493489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995334,"about_ca_topic_score_gemma":0.9963033,"domain_scores_codex":[0.9981813,0.00007325435,0.0001096151,0.0001996533,0.0009173992,0.000518736],"domain_scores_gemma":[0.991492,0.0001832898,0.0002340269,0.0001856928,0.007272441,0.0006326066],"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":[0.00002466928,0.000009019497,0.003863081,0.0002085621,0.00001591719,0.00001275011,0.00008153611,0.0001432534,0.00003464438,0.001146871,0.9891072,0.005352422],"study_design_scores_gemma":[0.00004541923,0.00001532486,0.1092337,0.0004814613,0.00003610061,0.00003691321,0.00103659,0.0004846948,0.0002585148,0.0005325623,0.8877827,0.00005600071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007573469,0.0001389012,0.0001542335,0.0002397822,0.00007969978,0.00009970371,0.9908741,0.0001035427,0.007552642],"genre_scores_gemma":[0.009695838,0.0007093152,0.002027601,0.0003741137,0.00003179969,0.000342287,0.9641023,0.0001626661,0.02255416],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06165873,"threshold_uncertainty_score":0.3156693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802125712939696,"score_gpt":0.2299649551269206,"score_spread":0.2119436979975237,"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."}}