{"id":"W3081691901","doi":"10.1061/9780784483176.001","title":"A Critical Review of Transit Level of Service Measures and an Overview of a Proposed New Approach","year":2020,"lang":"en","type":"review","venue":"International Conference on Transportation and Development 2020","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Measure (data warehouse); Computer science; Quality of service; Service (business); Service level; Transport engineering; Transit (satellite); Quality (philosophy); Service quality; Public transport; Level of service; Operator (biology); Operations research; Risk analysis (engineering); Telecommunications; Engineering; Business; Data mining; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003738719,0.00186039,0.002582465,0.01265243,0.0005471449,0.002309519,0.00197605,0.001807182,0.00463694],"category_scores_gemma":[0.007898969,0.0008986394,0.001670734,0.01353258,0.001039427,0.003940337,0.001141852,0.002075554,0.001441163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002949275,"about_ca_system_score_gemma":0.007096788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005943531,"about_ca_topic_score_gemma":0.006677288,"domain_scores_codex":[0.9980156,0.0004654523,0.0004197869,0.0003266256,0.0006760453,0.0000965647],"domain_scores_gemma":[0.995155,0.002647531,0.000572754,0.0001181579,0.001391607,0.0001150562],"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":[0.00009970969,0.0001092245,0.0004178059,0.09859192,0.000230489,0.0001355789,0.0001846162,0.001195726,0.0006456165,0.02197466,0.04289234,0.8335223],"study_design_scores_gemma":[0.00001513168,0.0001612436,0.001674036,0.04699966,0.000501104,0.0004484991,0.0002189671,0.0003904963,0.0003979039,0.005069517,0.9440626,0.00006072835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008409102,0.9977596,0.0004283351,0.0004746307,0.0002992831,0.00001638944,0.00005740414,0.000006805721,0.0008734137],"genre_scores_gemma":[0.0008503551,0.9976174,0.0007569023,0.0002337862,0.0002170356,0.00002525327,0.00005901427,0.00000297853,0.0002372197],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01265243,"threshold_uncertainty_score":0.02139866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4568508718963828,"score_gpt":0.4473423543504543,"score_spread":0.009508517545928463,"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."}}