{"id":"W2606252387","doi":"10.1177/0739456x17704295","title":"Review: <i>City Cycling</i> By John Pucher and Ralph Buehler, eds.","year":2017,"lang":"en","type":"article","venue":"Journal of Planning Education and Research","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cycling; Political science; History; Archaeology","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":[0.004616408,0.00005044927,0.0001443731,0.00007279529,0.001216448,0.0003000073,0.0002769428,0.00006359717,0.00007720512],"category_scores_gemma":[0.0009208374,0.00003842565,0.00003237536,0.00007762128,0.0004346826,0.0004532066,0.00002659484,0.0004261672,0.000001763749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002902576,"about_ca_system_score_gemma":0.0004942259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006554828,"about_ca_topic_score_gemma":0.00004617767,"domain_scores_codex":[0.9988816,0.0001818619,0.0002221866,0.0001118965,0.0004165734,0.0001859278],"domain_scores_gemma":[0.9988911,0.0001323885,0.0002279879,0.0001314604,0.0004012878,0.0002157638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001857951,0.0001241385,0.5896747,0.0001529484,0.00001074252,0.000002531265,0.003322687,3.476734e-8,0.0001795368,0.00004502908,0.384214,0.02225502],"study_design_scores_gemma":[0.0001663996,0.00003183732,0.2831932,0.0009756035,0.00001300763,0.000003217721,0.001141875,0.00000102051,0.00006681703,0.0007491112,0.7135921,0.00006584331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8632894,0.1076045,0.000008744882,0.01785391,0.0004811728,0.000126619,0.000002064388,0.000004445391,0.01062913],"genre_scores_gemma":[0.9552163,0.03828007,0.0001433818,0.0004310235,0.0006945379,0.000002430619,0.000001776497,0.00000463098,0.005225844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3293781,"threshold_uncertainty_score":0.9356056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214331812057446,"score_gpt":0.507609888940469,"score_spread":0.3861767077347243,"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."}}