{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002221756,0.0001383415,0.0004333602,0.0003030425,0.001198723,0.00006069614,0.0002242256,0.00004521033,0.00002502681],"category_scores_gemma":[0.001398159,0.0001279912,0.00006528563,0.001186575,0.001229081,0.0006815202,0.00005542109,0.0001804427,0.000001946451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000493661,"about_ca_system_score_gemma":0.001294781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00640939,"about_ca_topic_score_gemma":0.0005768687,"domain_scores_codex":[0.9971716,0.0008392111,0.0007669437,0.0002296259,0.0005186182,0.0004740411],"domain_scores_gemma":[0.9968945,0.000486333,0.001466284,0.000185658,0.0007287503,0.0002384442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002078922,0.001648913,0.219328,0.0005917302,0.0004383434,0.00001206766,0.1543185,0.0001351724,0.01887066,0.02483275,0.003493835,0.5742512],"study_design_scores_gemma":[0.002527244,0.01486702,0.92472,0.002040927,0.0001469517,0.0000719993,0.0440104,0.0002673006,0.00119151,0.004538115,0.004978293,0.0006402428],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766588,0.001483082,0.002428586,0.0149475,0.0003764713,0.0003169666,0.000006249246,0.00003110664,0.003751295],"genre_scores_gemma":[0.9950725,0.002202234,0.001882758,0.0001565151,0.0005688477,0.000005087138,3.726493e-7,0.00001300808,0.00009870771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7053921,"threshold_uncertainty_score":0.9689123,"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."}}