{"id":"W1828803271","doi":"","title":"Rethinking Shelter-Cost-to-Income Ratios in Housing Allowances","year":2015,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Economics; Labour economics; Public economics","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":[0.02516114,0.0006581447,0.0008377159,0.004131272,0.001189589,0.004661917,0.002684847,0.0006957995,0.003790975],"category_scores_gemma":[0.1105886,0.0004940199,0.001271738,0.006637383,0.00263017,0.004328996,0.002476067,0.002873378,0.0004607868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01017762,"about_ca_system_score_gemma":0.006528651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3895915,"about_ca_topic_score_gemma":0.454828,"domain_scores_codex":[0.9723362,0.01446304,0.001166008,0.001910403,0.008998215,0.001126176],"domain_scores_gemma":[0.950923,0.03798384,0.002115741,0.002092555,0.006313045,0.0005718131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000467718,0.0002964124,0.1610091,0.0006557337,0.0004025903,0.0002819099,0.004659305,0.04050189,0.001127207,0.4442127,0.01473885,0.3316465],"study_design_scores_gemma":[0.0001955094,0.0007516273,0.4589739,0.001503717,0.0007744027,0.0003633502,0.00832018,0.2308028,0.007512887,0.1635419,0.1268054,0.0004543299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4162993,0.007321646,0.4044937,0.006773205,0.0007832938,0.001737311,0.004171655,0.0006506197,0.1577692],"genre_scores_gemma":[0.9097751,0.0009997891,0.08257197,0.0003448792,0.00009932288,0.0003134613,0.0006123679,0.0002021869,0.005080804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3895915,"threshold_uncertainty_score":0.7746477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04158374266441706,"score_gpt":0.2122646085775124,"score_spread":0.1706808659130954,"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."}}