{"id":"W2288670741","doi":"10.14288/1.0102525","title":"Electronic Payment and Access Systems: Ensuring Interoperability in Vancouver Transportation","year":2016,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interoperability; Payment; Business; Computer security; Internet privacy; Computer science; Transport engineering; World Wide Web; Engineering; Finance","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":[0.01436142,0.0004726514,0.0005272072,0.001855841,0.007910457,0.01780923,0.002614091,0.003045387,0.004456124],"category_scores_gemma":[0.04789549,0.0008101283,0.0003489399,0.003719151,0.002811995,0.006090437,0.006118378,0.003280682,0.001099227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02690171,"about_ca_system_score_gemma":0.06349988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8168597,"about_ca_topic_score_gemma":0.7756921,"domain_scores_codex":[0.9776114,0.006918069,0.001749524,0.00149774,0.00905474,0.003168483],"domain_scores_gemma":[0.9525582,0.008818266,0.001806754,0.004284815,0.03007227,0.00245969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009856998,0.0008382896,0.1924805,0.0003767694,0.0001489901,0.002060522,0.01672324,0.05924825,0.009312201,0.149845,0.03298311,0.5349974],"study_design_scores_gemma":[0.0003152468,0.0006582218,0.2241053,0.001361829,0.0002687916,0.001204124,0.05545645,0.3142088,0.02035933,0.06972192,0.3117341,0.000605904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7922742,0.001241891,0.05162245,0.02439435,0.0002286889,0.001058904,0.0009236137,0.0008315216,0.1274244],"genre_scores_gemma":[0.9609162,0.000515826,0.02129852,0.0006135653,0.00002877727,0.000126331,0.0005421215,0.00009369678,0.01586507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1831403,"threshold_uncertainty_score":0.3684376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006337294667853339,"score_gpt":0.1682981053420698,"score_spread":0.1619608106742165,"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."}}