{"id":"W6889000953","doi":"10.25318/9810025501-eng","title":"Shelter-cost-to-income ratio by tenure including presence of mortgage payments and subsidized housing : Canada, provinces and territories, census divisions and census subdivisions","year":2022,"lang":"en","type":"dataset","venue":"Statistics Canada Dissemination","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Residence; Payment; Subdivision; Housing tenure; Subsidy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005157776,0.000675551,0.0008090102,0.0003310449,0.001170917,0.0002271606,0.0003608048,0.0001552846,0.0001096313],"category_scores_gemma":[0.002658875,0.0007267443,0.00001754043,0.0006022122,0.000235765,0.000202242,0.0007968759,0.0006056749,1.076478e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001627527,"about_ca_system_score_gemma":0.001984217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9806924,"about_ca_topic_score_gemma":0.9983796,"domain_scores_codex":[0.9950706,0.0003363066,0.000952625,0.0009925953,0.001973504,0.0006744152],"domain_scores_gemma":[0.995755,0.001778818,0.0008804797,0.0005682705,0.0003939971,0.0006234886],"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":[0.00006020082,0.00005131766,0.002596456,0.0005316628,0.00008108499,0.0002001106,0.0001638643,0.00001358539,0.0005443621,0.00004994115,0.9942839,0.001423558],"study_design_scores_gemma":[0.001412383,0.0003010762,0.1266727,0.001250051,0.0008528454,0.00005339172,0.002567164,0.001005609,0.0004812249,0.00009784425,0.863131,0.002174704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02365133,0.0006429338,0.00008994999,0.0001305578,0.0006303256,0.001471087,0.9733576,0.0000231463,0.000003076194],"genre_scores_gemma":[0.1080108,0.0002302244,0.0005682781,0.00003157692,0.00004237686,0.000152962,0.8907996,0.00009702022,0.00006715667],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1311529,"threshold_uncertainty_score":0.9995183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208550798142716,"score_gpt":0.2846043516609913,"score_spread":0.2725188436795641,"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."}}