{"id":"W2604948505","doi":"10.1016/j.ypmed.2017.04.008","title":"Interactions of psychosocial factors with built environments in explaining adolescents' active transportation","year":2017,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Psychosocial; Walkability; Recreation; Built environment; Medicine; Environmental health; Level design; Physical activity; Gerontology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002537546,0.00009497625,0.0002096815,0.00006478862,0.0003220353,0.000008683932,0.0002313977,0.00004099497,0.0003050953],"category_scores_gemma":[0.00007599606,0.00007474518,0.00004091469,0.00007621897,0.0006185078,0.0004895955,0.000004606937,0.0001526435,0.000001214266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007015261,"about_ca_system_score_gemma":0.00003900328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006177944,"about_ca_topic_score_gemma":0.03672674,"domain_scores_codex":[0.999019,0.00007348125,0.0002326958,0.0002005105,0.0003117342,0.0001626057],"domain_scores_gemma":[0.9993793,0.00004060202,0.0003258179,0.0001636324,0.00002792142,0.00006270099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001180871,0.0001475072,0.9508728,0.00001397402,0.00002088425,0.000002466422,0.04535641,7.221903e-7,0.0004069912,0.00009351645,0.000009542919,0.002957132],"study_design_scores_gemma":[0.0008761486,0.00005479303,0.9854991,0.000427963,0.0000384448,1.369653e-8,0.01137848,9.416121e-7,0.0006819256,0.0004054171,0.0005650489,0.00007176672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944221,0.00001967319,0.0007866733,0.0003653222,0.0002342783,0.0002902337,0.00001463312,0.000008340588,0.003858769],"genre_scores_gemma":[0.9994693,0.00002303988,0.00003631512,0.000009621838,0.0001033695,0.00001349178,0.0000220421,0.000006396074,0.0003163836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03462629,"threshold_uncertainty_score":0.9808505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03745478891865742,"score_gpt":0.360040576482307,"score_spread":0.3225857875636495,"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."}}