{"id":"W4387274969","doi":"10.16997/ats.1509","title":"A Tale of Two Cities and Cycling: Halifax, Canada versus Seville, Spain","year":2023,"lang":"en","type":"article","venue":"Active Travel Studies","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Dalhousie University","funders":"","keywords":"Cycling; Bureaucracy; Business; Environmental planning; Transport engineering; Geography; Political science; Engineering","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":[0.002404692,0.0005378622,0.0006156259,0.001204115,0.01801974,0.00896593,0.00210263,0.003573735,0.006103801],"category_scores_gemma":[0.005346221,0.0001658315,0.0004206173,0.002495225,0.01085758,0.002501523,0.002833884,0.005334093,0.0003381691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1002319,"about_ca_system_score_gemma":0.07175364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9873242,"about_ca_topic_score_gemma":0.9935142,"domain_scores_codex":[0.9976383,0.0007843605,0.00005508021,0.0002656897,0.0004107488,0.0008458158],"domain_scores_gemma":[0.9953029,0.001406589,0.0001667858,0.00010527,0.002158298,0.0008600555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004417926,0.00009301127,0.01749455,0.001033642,0.00009809764,0.003215966,0.3309146,0.0006973518,0.0006469871,0.2037155,0.3872797,0.05436873],"study_design_scores_gemma":[0.00004016182,0.00003044307,0.01330258,0.001136484,0.00005060089,0.0001954245,0.541459,0.0001213277,0.0001994944,0.003147096,0.4402205,0.000096886],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1994185,0.04273524,0.001080304,0.5514511,0.006756775,0.00007436837,0.0009421313,0.00008511264,0.1974563],"genre_scores_gemma":[0.8772388,0.01094691,0.0006287537,0.05421362,0.0005224683,0.00007903045,0.0003116996,0.0001282835,0.05593049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1002319,"threshold_uncertainty_score":0.7272369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07172745506772327,"score_gpt":0.3524243805881023,"score_spread":0.280696925520379,"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."}}