{"id":"W2801064838","doi":"10.1177/0890117118768765","title":"Single-Family Housing Value Resilience of Walkable Versus Unwalkable Neighborhoods During a Market Downturn: Causal Evidence and Policy Implications","year":2018,"lang":"en","type":"article","venue":"American Journal of Health Promotion","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geography; Walkability; Recession; Psychological resilience; Built environment; Environmental health; Socioeconomics; Demographic economics; Business; Psychology; Medicine; Economics; Social psychology; Engineering","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":[0.002403095,0.0002933446,0.000317536,0.001115227,0.0008566505,0.0009192734,0.0007479741,0.0005761182,0.002505034],"category_scores_gemma":[0.009371366,0.000245899,0.0007995417,0.001354182,0.001369878,0.001354479,0.00174885,0.000914459,0.0001123157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434375,"about_ca_system_score_gemma":0.001250073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03538702,"about_ca_topic_score_gemma":0.05378946,"domain_scores_codex":[0.9984724,0.0004936206,0.00008268868,0.0004096602,0.0001438645,0.0003976869],"domain_scores_gemma":[0.9930895,0.001186306,0.004185746,0.0005189711,0.0004344249,0.0005849643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001356085,0.0001075755,0.9939376,0.00003244802,0.0001959421,0.00005547892,0.0005344992,0.0002263709,0.0000534496,0.0002937475,0.0003030414,0.00412424],"study_design_scores_gemma":[0.000003542292,0.00005439233,0.9977186,0.00002926991,0.00003714041,0.00001686444,0.00147718,0.0002381662,0.0000344263,0.0001874049,0.0001984938,0.000004509977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979709,0.0004954019,0.0001667785,0.0005410291,0.00001568522,0.000012072,0.0003546576,0.000002762092,0.0004406078],"genre_scores_gemma":[0.9995161,0.0001230237,0.00007732814,0.00004122476,0.000007895033,0.000008703142,0.0001550057,9.52711e-7,0.00006972184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03538702,"threshold_uncertainty_score":0.07036209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07770909393884042,"score_gpt":0.3882359941553162,"score_spread":0.3105269002164758,"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."}}