{"id":"W3122797786","doi":"10.2139/ssrn.3265918","title":"Affordable Housing and City Welfare","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Affordable housing; Welfare; Business; Economic growth; Political science; Economics; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001705744,0.0001270691,0.0002451362,0.0001550212,0.0004229077,0.0001601926,0.0001621899,0.0000824413,0.0002545358],"category_scores_gemma":[0.00005125269,0.0001446881,0.00006913229,0.0001111875,0.00009256521,0.0003123643,0.00005175249,0.0006333331,0.0001457446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000507207,"about_ca_system_score_gemma":0.0001519279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001749859,"about_ca_topic_score_gemma":0.001015546,"domain_scores_codex":[0.9978941,0.00001065363,0.0003564146,0.0002378088,0.00002085997,0.001480172],"domain_scores_gemma":[0.9994887,0.00001228458,0.0002305632,0.0001538152,0.00002751437,0.0000871138],"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":[0.00004790181,0.00003821519,0.09133818,0.000006738411,0.0001023665,0.000001734732,0.0002918878,0.000005902257,0.000008589247,0.8698976,0.0001597462,0.03810111],"study_design_scores_gemma":[0.0007069979,0.0002750741,0.004213843,0.000009204171,0.000009579412,0.000213229,0.0005275848,0.001005481,0.0000272935,0.8794007,0.1132707,0.0003402576],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9135482,0.001733877,0.006888616,0.001349367,0.0005146523,0.00006291428,0.000005358906,0.00003574061,0.07586125],"genre_scores_gemma":[0.9940168,0.004100425,0.0003004154,0.0001129762,0.0005627518,0.000001175724,0.000001290431,0.00002738983,0.0008767538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.113111,"threshold_uncertainty_score":0.5900208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518864427345201,"score_gpt":0.2037145175350046,"score_spread":0.1885258732615526,"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."}}