{"id":"W4309734318","doi":"10.1016/j.ssresearch.2022.102828","title":"Persistent disparities in affordable rental housing among America's ethnoracial groups","year":2022,"lang":"en","type":"article","venue":"Social Science Research","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Renting; Affordable housing; Demographic economics; Racial composition; White (mutation); Geography; Inequality; Demography; Socioeconomics; Business; Race (biology); Economics; Economic growth; Political science; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005901017,0.00009668848,0.0002602411,0.000764459,0.002951807,0.0003526967,0.0007300507,0.00004848333,0.0005370705],"category_scores_gemma":[0.0002414526,0.0001300389,0.0001176269,0.00218642,0.001336927,0.0005461561,0.0008173055,0.0006604618,0.00007781274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001853245,"about_ca_system_score_gemma":0.0001811378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005827245,"about_ca_topic_score_gemma":0.0006628465,"domain_scores_codex":[0.9977247,0.00009157743,0.0003561219,0.0005323073,0.0002642159,0.001031054],"domain_scores_gemma":[0.9994705,0.00008000781,0.0001139339,0.000180059,0.00003825309,0.0001171848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001458316,0.0005665297,0.7508964,0.00004510854,0.00002431466,0.00003619038,0.02532552,0.001270584,0.0001615467,0.1913073,0.002490102,0.02773053],"study_design_scores_gemma":[0.002779731,0.0008446063,0.4404708,0.00003760122,0.000009293661,0.0000116928,0.1669933,0.08125398,0.0001167304,0.2166494,0.08837603,0.002456853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8411175,0.00009270979,0.00001469303,0.0009121086,0.0003884892,0.0001650737,0.00002539809,0.00002225305,0.1572617],"genre_scores_gemma":[0.9991112,0.00006533464,0.00005198406,0.00005898887,0.000161912,0.00006339701,0.000005871123,0.00001745194,0.0004638395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3104256,"threshold_uncertainty_score":0.9983462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09622467901722827,"score_gpt":0.3257902269499719,"score_spread":0.2295655479327436,"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."}}