{"id":"W2139767097","doi":"10.1016/j.amepre.2006.08.027","title":"Utilitarian Bicycling","year":2006,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":191,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Confidence interval; Demography; Odds ratio; Cycling; Odds; Logistic regression; Population; Environmental health; Community health; Household income; Gerontology; Geography; Public health; Medicine; Psychology; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000323988,0.0005111899,0.0002444017,0.001432225,0.001154634,0.001124945,0.0005620021,0.000339226,0.03927332],"category_scores_gemma":[0.001138147,0.000131648,0.0003167285,0.001230395,0.0003088158,0.0007185452,0.002144842,0.0003312123,0.007327945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003811113,"about_ca_system_score_gemma":0.0005703282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004775748,"about_ca_topic_score_gemma":0.01309169,"domain_scores_codex":[0.9995389,0.0001087044,0.00003709922,0.00008197413,0.0001061684,0.0001272639],"domain_scores_gemma":[0.9994776,0.00005541738,0.0000598958,0.00009775618,0.0001844069,0.0001249356],"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":[0.002289235,0.001683665,0.1293801,0.001317258,0.0001525243,0.0007518981,0.006349407,0.002257364,0.01009803,0.008869179,0.02940846,0.807443],"study_design_scores_gemma":[0.0002509421,0.003631315,0.6926539,0.0008549744,0.0001666333,0.002335747,0.02193964,0.004256517,0.00655111,0.008853834,0.2583724,0.0001329342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6777175,0.00104424,0.005075443,0.0006955253,0.0002446595,0.0002117129,0.002776343,0.0003690268,0.3118655],"genre_scores_gemma":[0.9319419,0.0006208327,0.001727978,0.00009624999,0.00005388549,0.00008964584,0.001323604,0.00003247305,0.0641135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03927332,"threshold_uncertainty_score":0.1313823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346289840217844,"score_gpt":0.3255545412729101,"score_spread":0.3120916428707317,"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."}}