{"id":"W2283767323","doi":"","title":"Are the Transit Fares Fair? Public Transit Fare Structures and Social Vulnerability in Montreal, Canada","year":2016,"lang":"en","type":"article","venue":"Transportation Research Board 95th Annual MeetingTransportation Research Board","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public transport; Destinations; Equity (law); Business; Transit (satellite); Purchasing; Demographic economics; Tourism; Geography; Economics; Marketing; Transport engineering; Political science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008862739,0.0003536321,0.0003624282,0.001675085,0.007967014,0.002929027,0.001664721,0.0005433702,0.006773009],"category_scores_gemma":[0.003231543,0.0002921523,0.0004799848,0.003207381,0.002042342,0.001038053,0.00146115,0.0009859087,0.0003092041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1091468,"about_ca_system_score_gemma":0.0776584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9991149,"about_ca_topic_score_gemma":0.9996486,"domain_scores_codex":[0.9990953,0.00009802755,0.00002162963,0.0001156681,0.0002444225,0.0004249336],"domain_scores_gemma":[0.9971011,0.0002315311,0.0003950509,0.00007448623,0.00119508,0.001002652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000110468,0.000191916,0.9196053,0.000089753,0.0001031602,0.0003778397,0.01367537,0.0008756237,0.0003278173,0.006859599,0.0248261,0.03295709],"study_design_scores_gemma":[0.00001006324,0.00002635399,0.9683973,0.0001291985,0.000033664,0.00004575418,0.01848348,0.001123199,0.0001016529,0.0003738697,0.01122934,0.00004606561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698005,0.001491433,0.0002607233,0.006334597,0.00004729338,0.00008076092,0.002864098,0.0000259892,0.01909461],"genre_scores_gemma":[0.9922152,0.0006743874,0.0002654702,0.0002585063,0.00001238404,0.00002493885,0.0006968981,0.00001194791,0.005840206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1091468,"threshold_uncertainty_score":0.7919193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.071129397248347,"score_gpt":0.3738282864527669,"score_spread":0.3026988892044199,"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."}}