{"id":"W4392927516","doi":"10.32920/25417387.v1","title":"Exploring Tax Relief Programs: A Path for Rental Housing in Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of British Columbia","funders":"","keywords":"Lagging; Renting; Rental housing; Business; Public housing; Government (linguistics); Social security; Public economics; Labour economics; Economic growth; Economics; Market economy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001453949,0.0002489511,0.0004775506,0.001346813,0.004066774,0.004699005,0.001473156,0.0009271027,0.005161001],"category_scores_gemma":[0.003558161,0.000155432,0.000479865,0.002977036,0.002294442,0.001548612,0.001681813,0.001626115,0.0001264787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1149824,"about_ca_system_score_gemma":0.1973041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954426,"about_ca_topic_score_gemma":0.9974853,"domain_scores_codex":[0.9980752,0.0003496875,0.0000302768,0.00009692254,0.0004880497,0.0009598042],"domain_scores_gemma":[0.9981122,0.0004256195,0.00016841,0.00005020292,0.0006822634,0.0005613109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004877475,0.001037123,0.1775817,0.0007568552,0.0002226933,0.000957872,0.009077962,0.01454382,0.0008378307,0.5524238,0.05324031,0.1888324],"study_design_scores_gemma":[0.0003450278,0.0005073108,0.4378629,0.002147267,0.0004919066,0.0001887681,0.0894778,0.05534926,0.001588857,0.09162833,0.3201812,0.000231389],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7423774,0.01071556,0.004408863,0.09512083,0.0002090096,0.0005566781,0.002711634,0.00008334332,0.1438166],"genre_scores_gemma":[0.9764171,0.004302672,0.002688302,0.001990393,0.00003238395,0.00004473433,0.0003984767,0.00001584569,0.01411008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1149824,"threshold_uncertainty_score":0.83426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020350180039536,"score_gpt":0.2303673847773636,"score_spread":0.12833236677341,"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."}}