{"id":"W2106535338","doi":"10.1186/1479-5868-9-70","title":"Perceived neighborhood environmental attributes associated with adults’ transport-related walking and cycling: Findings from the USA, Australia and Belgium","year":2012,"lang":"en","type":"article","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Community College; University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Medical Research Council; National Cancer Institute; National Institutes of Health; National Health and Medical Research Council; Vlaamse regering; Fonds Wetenschappelijk Onderzoek; Queensland Health","keywords":"Walkability; Cycling; Destinations; Built environment; Geography; Level design; Environmental health; Demography; Physical activity; Gerontology; Psychology; Medicine; Ecology; Sociology; Tourism; Physical medicine and rehabilitation","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":[0.0002026359,0.000108716,0.0001761343,0.00002697096,0.000216768,0.00006790766,0.0001096688,0.00007420337,0.00007892039],"category_scores_gemma":[0.00001137709,0.00007720663,0.0000682805,0.00005177927,0.0003520169,0.0008765782,0.00001321695,0.0002908255,6.145959e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006212034,"about_ca_system_score_gemma":0.00001244282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001189162,"about_ca_topic_score_gemma":0.0005138925,"domain_scores_codex":[0.9990637,0.00009346245,0.0001602976,0.0001251401,0.0004011952,0.0001562202],"domain_scores_gemma":[0.999428,0.0001662009,0.0001722317,0.00003367513,0.00005614213,0.0001438036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001681251,0.001218485,0.9869357,0.000001939648,0.0000508765,0.000006300341,0.005301203,1.408868e-7,0.003751996,0.0000592853,0.000005204081,0.002500796],"study_design_scores_gemma":[0.001203787,0.00009628187,0.9966538,0.0001052037,0.0001170148,0.000003253388,0.0007839172,0.00001168185,0.0005145382,0.0003603775,0.00004862747,0.0001014994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988552,0.00006904916,0.00001554663,0.0006529157,0.0001350981,0.0001076559,0.0001503283,0.000006398009,0.000007764508],"genre_scores_gemma":[0.9995798,0.00005959331,0.00001922987,0.00001759827,0.0002750905,0.000002472924,0.00002549044,0.000005142869,0.00001559352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00971817,"threshold_uncertainty_score":0.3148395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03932357023859243,"score_gpt":0.322059892159371,"score_spread":0.2827363219207786,"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."}}