{"id":"W2678198677","doi":"10.1016/j.jth.2017.05.324","title":"Gender Trends in Cycling over Time: An Observational Study in Vancouver, British Columbia","year":2017,"lang":"en","type":"article","venue":"Journal of Transport & Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Cycling; Observational study; Geography; Demography; Population; Downtown; Medicine; Archaeology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005861181,0.0004571841,0.0006345856,0.001367286,0.003030999,0.00165927,0.001604477,0.0009235558,0.001885773],"category_scores_gemma":[0.001874158,0.0006086192,0.0004892041,0.004229396,0.0008087754,0.0005573783,0.001219692,0.001094538,0.0006241585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01012966,"about_ca_system_score_gemma":0.009279114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825947,"about_ca_topic_score_gemma":0.9935353,"domain_scores_codex":[0.9991597,0.0001129037,0.00007261529,0.0001717648,0.0001708435,0.0003121574],"domain_scores_gemma":[0.9981285,0.0001194144,0.0002259242,0.00006729923,0.0009177391,0.0005411419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008634719,0.00008753307,0.9935309,0.00002575419,0.00005272905,0.0001317818,0.002918246,0.00004272527,0.0001921289,0.00002557328,0.0006625023,0.002243864],"study_design_scores_gemma":[0.000003101521,0.00002129485,0.9936693,0.00002560676,0.00001433349,0.00003881305,0.005644324,0.00007434945,0.00002183301,0.000009830291,0.000468953,0.000008126098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969143,0.0002387375,0.00005345381,0.0000807894,0.000008588852,0.00002789245,0.001712821,0.000003710359,0.0009597273],"genre_scores_gemma":[0.9958199,0.0003894556,0.0001180933,0.0001241241,0.000004890012,0.0000460456,0.001407618,0.000008811908,0.00208116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01740533,"threshold_uncertainty_score":0.07349616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.147187555199758,"score_gpt":0.4152565896628431,"score_spread":0.2680690344630851,"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."}}