{"id":"W2041480341","doi":"10.1016/j.healthplace.2013.03.011","title":"Factors influencing whether children walk to school","year":2013,"lang":"en","type":"article","venue":"Health & Place","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":105,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Environmental Health Sciences; National Institutes of Health; National Cancer Institute; Robert Wood Johnson Foundation; Harvard Transdisciplinary Research in Energetics and Cancer Center, Harvard University; U.S. Environmental Protection Agency","keywords":"Disadvantaged; Socioeconomic status; Logistic regression; Psychological intervention; Psychology; Cohort; Regression analysis; Demography; Geography; Medicine; Sociology; Population; Statistics; Mathematics; Economic growth","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005306558,0.0001095501,0.0001725752,0.00005080177,0.0005463578,0.00009391559,0.0002593144,0.00007710839,0.002665097],"category_scores_gemma":[0.0001225593,0.000091485,0.00004458694,0.000272647,0.00005798438,0.0004029248,0.00001901089,0.0001818011,0.000646049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002600712,"about_ca_system_score_gemma":0.0005492761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09938999,"about_ca_topic_score_gemma":0.01306491,"domain_scores_codex":[0.9985335,0.0001218822,0.0002449453,0.0002634514,0.0003088983,0.0005272883],"domain_scores_gemma":[0.9989432,0.00006399674,0.00007825148,0.0002032458,0.0000603922,0.0006509353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002629266,0.00002025473,0.9763981,0.000009935465,0.00000384331,1.177442e-7,0.01111768,0.000004452032,0.0000113487,0.00007553888,0.01062311,0.001733028],"study_design_scores_gemma":[0.00008582092,0.00002347854,0.9808315,0.00002167671,0.000001868377,3.219679e-8,0.001685131,0.00000156942,0.00002037759,0.0001781567,0.01703958,0.0001108164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876037,0.0001656295,0.0000476545,0.006958885,0.0001794116,0.00074665,0.000006767515,0.000135131,0.004156126],"genre_scores_gemma":[0.9937224,0.00001217898,0.0002316411,0.003437311,0.0002259365,0.00002212288,0.000005821874,0.00001116666,0.002331427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08632509,"threshold_uncertainty_score":0.9982466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0289517015728519,"score_gpt":0.3270854221537767,"score_spread":0.2981337205809248,"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."}}