{"id":"W6942534053","doi":"10.14288/1.0428828","title":"HART - 2021 Census of Canada - Selected Characteristics of Census Households for Housing Need - Canada, all provinces and territories at the Census Division (CD) and Census Subdivision (CSD) level [custom tabulation]","year":2023,"lang":"en","type":"dataset","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Subdivision; American Community Survey; Table (database); Quarter (Canadian coin); Nova scotia","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":[0.000778754,0.000999555,0.0007584651,0.003549783,0.002525876,0.001934823,0.001836691,0.0004784601,0.06802795],"category_scores_gemma":[0.004029086,0.0006114152,0.0006632752,0.01240067,0.0003246054,0.001087657,0.0007859542,0.001472193,0.02647557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03376092,"about_ca_system_score_gemma":0.07805737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921696,"about_ca_topic_score_gemma":0.9952191,"domain_scores_codex":[0.9986732,0.00006779707,0.00007482512,0.0001250712,0.0006509185,0.0004081228],"domain_scores_gemma":[0.9935276,0.0001126306,0.0001783645,0.0001018384,0.00558461,0.0004949389],"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":[0.00002301207,0.000009378561,0.003568656,0.0001547923,0.000008664162,0.00001225168,0.00006596374,0.0001214324,0.00002313592,0.0009137776,0.989917,0.00518201],"study_design_scores_gemma":[0.00004387152,0.00002002361,0.1552644,0.0003945663,0.0000241326,0.00004130359,0.001195138,0.0004934794,0.0001469287,0.0004057037,0.8419331,0.0000374539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001292692,0.0003212825,0.000152903,0.0003467541,0.0001325019,0.0001555099,0.9797996,0.00009883979,0.01769996],"genre_scores_gemma":[0.01736759,0.001320602,0.001505508,0.0004593031,0.00005941362,0.0004714626,0.9228898,0.0001856932,0.05574059],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06802795,"threshold_uncertainty_score":0.2449538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03832027509672967,"score_gpt":0.2660405344706965,"score_spread":0.2277202593739669,"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."}}