{"id":"W72014014","doi":"","title":"Driving mad: public perceptions of road pricing and the costs of congestion in Metro Vancouver","year":2010,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Singapore Area Licensing Scheme; Road pricing; Transport engineering; Traffic congestion; Public transport; Perception; Congestion pricing; Business; Advertising; Engineering; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004305324,0.0001110707,0.0002418228,0.0005760977,0.0002423546,0.00002321143,0.0001975182,0.0002876863,0.00008644775],"category_scores_gemma":[0.0001862124,0.0001097006,0.0000677264,0.0007977022,0.0002439329,0.0003155923,0.000007872122,0.0003006847,8.196676e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009412255,"about_ca_system_score_gemma":0.0001989983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006312109,"about_ca_topic_score_gemma":0.9495714,"domain_scores_codex":[0.9989778,0.0002015226,0.0002193545,0.0001868814,0.0002708,0.0001436103],"domain_scores_gemma":[0.9990252,0.0002010108,0.0003269463,0.0001170891,0.0002741984,0.00005557385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009890563,0.00004167573,0.9846627,0.00004014012,0.00002891373,0.000002956836,0.002785368,0.0004605772,0.000007529443,0.008664153,0.0002400962,0.00296702],"study_design_scores_gemma":[0.001789493,0.00002899044,0.3263433,0.0003128439,0.0002039333,4.242391e-10,0.6659901,0.0003815707,0.00006339411,0.0001472527,0.004479903,0.0002592925],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890218,0.00004756775,0.0002777645,0.00009155794,0.0003587641,0.0002678644,0.00001822345,0.00002557351,0.009890844],"genre_scores_gemma":[0.9970135,0.0002930232,0.0002115905,0.000006542826,0.00002094248,0.000001052869,0.0002054694,0.000009153267,0.002238719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9432593,"threshold_uncertainty_score":0.9542063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008814301372163968,"score_gpt":0.2356554653202554,"score_spread":0.2268411639480915,"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."}}