{"id":"W1990970668","doi":"10.1249/01.mss.0000210208.63565.73","title":"Active Commuting to School","year":2006,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":549,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Walkability; Odds; Built environment; Psychological intervention; Environmental health; Logistic regression; Odds ratio; Psychology; Demography; Level design; Physical activity; Household income; Medicine; Geography; Sociology; Ecology; Physical therapy","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":[0.003445048,0.000152032,0.0003192019,0.0003982709,0.0007980786,0.0000592241,0.0008562008,0.00005977849,0.001290784],"category_scores_gemma":[0.0003869024,0.0001267169,0.00003786557,0.003037188,0.001992496,0.001103846,0.00006191454,0.0002405928,0.00003448122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003051593,"about_ca_system_score_gemma":0.0006136972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03390149,"about_ca_topic_score_gemma":0.009172808,"domain_scores_codex":[0.9967998,0.00003430071,0.0004526757,0.0005433487,0.001425207,0.0007446686],"domain_scores_gemma":[0.99885,0.00006025823,0.0001174251,0.0003816207,0.0001876723,0.0004029771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001652998,0.00006301172,0.968809,0.000004111051,4.083943e-8,0.00003687991,0.005296666,0.00001789766,0.0001141237,0.0001116499,0.0006626541,0.02486742],"study_design_scores_gemma":[0.0001994587,0.00001825295,0.9837155,0.0001991238,0.000008436811,2.622967e-7,0.005577075,0.00001100149,0.00004410199,0.001746747,0.00832256,0.0001575174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192855,0.00003554841,0.00003499384,0.002894099,0.000558197,0.0004862077,0.000001292161,0.00008488981,0.07661927],"genre_scores_gemma":[0.9974032,0.00002337355,0.0002780164,0.0003560555,0.0004124663,0.00002578717,0.000003288167,0.000007759389,0.001490071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07811768,"threshold_uncertainty_score":0.9996222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790009720085281,"score_gpt":0.3168973502967486,"score_spread":0.2989972530958959,"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."}}