{"id":"W622854962","doi":"","title":"Valuation of travel time reliability: a review of current practice","year":2011,"lang":"en","type":"review","venue":"","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Valuation (finance); Travel time; Reliability (semiconductor); Transport engineering; Operations research; Travel behavior; Computer science; Risk analysis (engineering); Actuarial science; Business; 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":[0.007651459,0.001791968,0.003547987,0.00855108,0.0005165752,0.003425755,0.003255221,0.00227477,0.00424743],"category_scores_gemma":[0.01387935,0.001092817,0.001358144,0.01511694,0.002619466,0.005131292,0.001376702,0.002228816,0.001340802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002734886,"about_ca_system_score_gemma":0.003829143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005810319,"about_ca_topic_score_gemma":0.004868336,"domain_scores_codex":[0.9970606,0.0008265089,0.0004779388,0.000500994,0.001044435,0.00008957268],"domain_scores_gemma":[0.9792403,0.01645194,0.001456295,0.0003927254,0.002221063,0.0002376915],"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":[0.00007138971,0.00008123445,0.0006606459,0.03449762,0.0001399997,0.0000978554,0.00029368,0.002181931,0.0003482252,0.01161032,0.01018575,0.9398314],"study_design_scores_gemma":[0.00003159167,0.0002660211,0.006041227,0.07682716,0.0005507297,0.001683452,0.001605279,0.002344606,0.001009901,0.0276283,0.8818293,0.0001823923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002271341,0.9973446,0.0008786856,0.0004121365,0.00009157227,0.000007579943,0.00002287144,0.000006092002,0.00100935],"genre_scores_gemma":[0.002863005,0.9957312,0.0009626849,0.0001024462,0.0001233693,0.00001071091,0.00002914054,0.000004653029,0.0001728544],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00855108,"threshold_uncertainty_score":0.0404653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06332127678383685,"score_gpt":0.3418318962206216,"score_spread":0.2785106194367847,"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."}}