{"id":"W4413596761","doi":"10.64628/aam.7csqpg9na","title":"More housing supply isn’t a cure-all for the housing crisis","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":"Simon Fraser University","funders":"","keywords":"Business; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001415987,0.0003134263,0.0009286268,0.0004225377,0.0007697348,0.002967479,0.0004893302,0.002320688,0.02219475],"category_scores_gemma":[0.005985721,0.0002231032,0.0003807609,0.0007542303,0.003108744,0.01034856,0.002025294,0.004449708,0.001370075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002439719,"about_ca_system_score_gemma":0.001242571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006549769,"about_ca_topic_score_gemma":0.0065318,"domain_scores_codex":[0.999536,0.0001344597,0.00001473399,0.00007933651,0.0001247125,0.0001106593],"domain_scores_gemma":[0.9986701,0.0004862804,0.000225446,0.0001416595,0.000195438,0.0002810278],"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":[0.0002315616,0.0001502051,0.01490144,0.000318077,0.0001296515,0.0001849469,0.0006235887,0.003112185,0.0006270933,0.8251612,0.09536223,0.05919786],"study_design_scores_gemma":[0.00005200408,0.00002945618,0.009238164,0.0001754443,0.00002434796,0.0000912445,0.0009647866,0.00355854,0.0003228066,0.8947688,0.09075262,0.00002176034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1806685,0.02439217,0.02008201,0.6803894,0.002749719,0.00002414024,0.002153768,0.0001870665,0.08935328],"genre_scores_gemma":[0.9370036,0.007320968,0.001826357,0.02149829,0.003335984,0.00002400961,0.0004602132,0.0001437371,0.02838679],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02219475,"threshold_uncertainty_score":0.07424879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05645684602849849,"score_gpt":0.2678192023994221,"score_spread":0.2113623563709236,"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."}}