{"id":"W7072206235","doi":"","title":"We Can’t Get There from Here: Why Pricing Congestion is Critical to Beating It","year":2015,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Photorefractive and Nonlinear Optics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traffic congestion; Congestion pricing; Singapore Area Licensing Scheme; Work (physics); Urbanization; Externality; Road pricing; Transport economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004267537,0.0003938884,0.0004054552,0.0000892646,0.0005112558,0.0001238276,0.0003472126,0.0001584897,0.0004714483],"category_scores_gemma":[0.0003498966,0.0003961902,0.0001469617,0.0002884999,0.00005763444,0.0005784294,0.0002346076,0.0007494738,0.0004805345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003090226,"about_ca_system_score_gemma":0.00006301259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003583737,"about_ca_topic_score_gemma":0.0003145596,"domain_scores_codex":[0.9975944,0.0002108694,0.0004462249,0.0006561983,0.0004903637,0.0006019235],"domain_scores_gemma":[0.9979661,0.0004170208,0.0001401377,0.0004963492,0.0003657097,0.0006146951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000951339,0.002889162,0.03238947,0.0001864611,0.001689103,0.000298547,0.001004378,0.0004784403,0.3529115,0.2427147,0.002068191,0.3624187],"study_design_scores_gemma":[0.002433459,0.0005399265,0.001152652,0.0006130473,0.0003211833,0.00001025202,0.005698366,0.0008458865,0.4184287,0.08673057,0.4813013,0.001924634],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618431,0.0000712293,0.00003705105,0.001259746,0.0003556538,0.0003174005,0.002070196,0.00009110366,0.03395455],"genre_scores_gemma":[0.9924565,0.000008049321,0.004368257,0.002153547,0.0003000835,0.00004636092,0.0001049911,0.0000865199,0.0004757045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4792331,"threshold_uncertainty_score":0.999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0378442532488696,"score_gpt":0.2851067440622576,"score_spread":0.247262490813388,"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."}}