{"id":"W2884304973","doi":"10.1177/0361198118783107","title":"Who Are Public Bicycle Share Programs Serving? An Evaluation of the Equity of Spatial Access to Bicycle Share Service Areas in Canadian Cities","year":2018,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Swedish Orphan Biovitrum","keywords":"Disadvantaged; Equity (law); Socioeconomic status; Geography; Service (business); Public transport; Population; Business; Socioeconomics; Economic growth; Transport engineering; Environmental health; Marketing; Medicine; Political science; Engineering; Economics","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":[0.004845039,0.0004509419,0.0007028941,0.002480672,0.004198183,0.002375448,0.002350789,0.0005728891,0.002622516],"category_scores_gemma":[0.01547209,0.0002868008,0.001269648,0.006393132,0.001586742,0.001384586,0.002037099,0.0006905846,0.0001348034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0525873,"about_ca_system_score_gemma":0.05612671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866112,"about_ca_topic_score_gemma":0.9931323,"domain_scores_codex":[0.9940476,0.0006531771,0.0003523186,0.0004202886,0.00303384,0.001492742],"domain_scores_gemma":[0.9898824,0.001252169,0.001305296,0.0002673781,0.005004454,0.002288242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004460522,0.0003281608,0.9513165,0.0003972204,0.0001965062,0.00008963129,0.005248472,0.0005449735,0.0001487007,0.0006594089,0.002372049,0.03825252],"study_design_scores_gemma":[0.00002463517,0.0001325397,0.9899396,0.0001223515,0.00009651243,0.00001932359,0.007288192,0.0004444988,0.0000745186,0.00004646793,0.001791395,0.00001990299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833767,0.0008035287,0.0001789939,0.0007459651,0.00001534891,0.0004158103,0.002809113,0.00001313877,0.01164138],"genre_scores_gemma":[0.9980947,0.0003331735,0.0002140284,0.00007181351,0.000004881274,0.00009477431,0.0006904546,0.000004299271,0.0004918411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0525873,"threshold_uncertainty_score":0.3815494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3020610144034296,"score_gpt":0.4827618734332216,"score_spread":0.1807008590297919,"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."}}