{"id":"W7074030549","doi":"","title":"Improving mobility & mobility equity : a study on public transportation mode choice in response to fare changes in Metro Vancouver","year":2016,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public transport; Payment; TRIPS architecture; Mode (computer interface); Equity (law); Pledge; Order (exchange)","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":[0.001295679,0.0001468539,0.0003243647,0.0004609448,0.003039463,0.002008406,0.000922951,0.0006282392,0.002174072],"category_scores_gemma":[0.003781324,0.0003329739,0.0002974297,0.0009946257,0.001141622,0.0007763115,0.001387638,0.001802641,0.0003492686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004710742,"about_ca_system_score_gemma":0.004896339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7142355,"about_ca_topic_score_gemma":0.8295305,"domain_scores_codex":[0.99876,0.0003646287,0.00004835558,0.0001185332,0.0002592239,0.0004492887],"domain_scores_gemma":[0.9979226,0.000344158,0.0003947481,0.00008548823,0.0004874976,0.000765515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001454169,0.001033502,0.8803993,0.00007574171,0.0000553087,0.0003481273,0.0905239,0.00008749569,0.0004496534,0.0003420683,0.001914441,0.02462503],"study_design_scores_gemma":[0.000009873464,0.000126391,0.8480165,0.00005437764,0.000008744143,0.00004913164,0.1487538,0.0001506719,0.00005175768,0.00005694914,0.002704349,0.00001746858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99852,0.00003842986,0.00001875669,0.0002395784,0.00000444751,0.00001914375,0.00005922853,7.162997e-7,0.001099913],"genre_scores_gemma":[0.9981874,0.0001167333,0.0000482388,0.0001652687,0.000004647607,0.0000294371,0.00007528692,0.000002062438,0.001370932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2857645,"threshold_uncertainty_score":0.5748947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194862304407017,"score_gpt":0.2186602503773384,"score_spread":0.1991740199366367,"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."}}