{"id":"W4413590880","doi":"10.64628/aam.arn79p46n","title":"Ontario must commit to affordable housing for all, not attainable housing","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Commit; Affordable housing; Business; Public housing; Economic growth; Economics; Computer 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":[0.00121014,0.0002853,0.000504459,0.0006504262,0.006513113,0.004964777,0.001199988,0.004075826,0.0297234],"category_scores_gemma":[0.005135049,0.0003112757,0.000428114,0.001147209,0.00224341,0.001612591,0.001814269,0.003095256,0.002023894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02939609,"about_ca_system_score_gemma":0.07150808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9389863,"about_ca_topic_score_gemma":0.9772199,"domain_scores_codex":[0.9975922,0.0001528519,0.00004673596,0.0001404187,0.00116911,0.0008986398],"domain_scores_gemma":[0.9961696,0.0002593574,0.0001266664,0.0002465181,0.001973517,0.001224239],"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":[0.00006772947,0.00004752457,0.007345907,0.000109923,0.00003271238,0.0002322415,0.001059384,0.0004659525,0.0004087895,0.5385014,0.4276753,0.02405313],"study_design_scores_gemma":[0.00002561424,0.000016373,0.01088083,0.00006588957,0.00001651891,0.00008477324,0.001037271,0.0007157042,0.0002482348,0.02944225,0.9574397,0.00002690762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04640091,0.001642129,0.003257924,0.2301819,0.001878736,0.0001836507,0.003759609,0.0002474866,0.7124477],"genre_scores_gemma":[0.2804779,0.001368637,0.004015024,0.02373429,0.0004511807,0.0001041947,0.001258773,0.0001657705,0.6884243],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0610137,"threshold_uncertainty_score":0.2132846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07401141851086589,"score_gpt":0.2600623409096693,"score_spread":0.1860509223988034,"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."}}