{"id":"W4247988930","doi":"10.5822/978-1-61091-880-0","title":"Building the Cycling City","year":2018,"lang":"en","type":"book","venue":"Island Press/Center for Resource Economics eBooks","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"March of Dimes Canada","funders":"","keywords":"Cycling; Atlanta; Connection (principal bundle); Transport engineering; Transit (satellite); Architectural engineering; Geography; Sociology; Engineering; Metropolitan area; Public transport; Archaeology; Mechanical engineering","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":[0.0002735946,0.0005299182,0.0002635964,0.0006837092,0.006425377,0.007634348,0.0006764825,0.001158272,0.09077912],"category_scores_gemma":[0.0004028103,0.0003722663,0.0003710215,0.0009938225,0.001806865,0.004291324,0.004532397,0.00203629,0.02440113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003237943,"about_ca_system_score_gemma":0.00403678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0305377,"about_ca_topic_score_gemma":0.1017055,"domain_scores_codex":[0.9997634,0.00004433783,0.000005384624,0.00004540824,0.0000831049,0.00005839965],"domain_scores_gemma":[0.999902,0.000007028062,0.000002821042,0.000008504103,0.000024407,0.00005512411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001566788,0.00004232394,0.0006074593,0.0001558571,0.000004589528,0.0002665567,0.007646577,0.0004488925,0.000746656,0.3382917,0.5302328,0.1215408],"study_design_scores_gemma":[8.293919e-7,0.000002349736,0.00008319491,0.00003315918,5.429313e-7,0.00002143878,0.0008269057,0.00002919272,0.00003110347,0.001904845,0.9970642,0.000002282687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002452132,0.00247324,0.002371672,0.003604081,0.0008856421,0.00005147679,0.0001833017,0.0002143147,0.9877642],"genre_scores_gemma":[0.02394228,0.003307428,0.003621641,0.001052057,0.0001194884,0.00006718788,0.0003467193,0.0003503854,0.9671929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09077912,"threshold_uncertainty_score":0.3036864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03913442973972498,"score_gpt":0.2893823700500575,"score_spread":0.2502479403103325,"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."}}