{"id":"W2138523972","doi":"10.3141/2275-03","title":"Modeling Dwell Time for Streetcars in Melbourne, Australia, and Toronto, Canada","year":2012,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Clair College","funders":"Monash University","keywords":"Dwell time; Transport engineering; Payment; Ticket; Engineering; Computer science; Operations research; Business; Computer security; Finance; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006712951,0.0001783247,0.0003489908,0.0003631871,0.0008039279,0.0001077986,0.0005673688,0.000189595,0.0002943158],"category_scores_gemma":[0.0002192339,0.0001549231,0.0001490358,0.0008919261,0.0003249085,0.001185425,0.000002527914,0.0008918368,0.000002822113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006231058,"about_ca_system_score_gemma":0.001517151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9095186,"about_ca_topic_score_gemma":0.9931827,"domain_scores_codex":[0.994005,0.0009119258,0.001044166,0.0002596404,0.002709722,0.001069527],"domain_scores_gemma":[0.9962451,0.0008982995,0.0002351707,0.0001902499,0.001917903,0.0005133078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001475165,0.0003496153,0.8761876,0.0002844394,0.0001458408,0.00002977468,0.04062084,0.0521342,0.0005433111,0.01323137,0.01022399,0.004773818],"study_design_scores_gemma":[0.002164646,0.0002336643,0.9418431,0.0003756544,0.00006947481,2.361488e-7,0.02080823,0.00427349,0.0001527985,0.001244243,0.0284778,0.0003566475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939746,0.000435852,0.001793642,0.002057055,0.0004794212,0.0009591152,0.00009100796,0.00001518998,0.0001941611],"genre_scores_gemma":[0.9953675,0.0006945577,0.002291001,0.00003651367,0.0002602243,0.00005364226,0.00003411934,0.00003173625,0.001230736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08366408,"threshold_uncertainty_score":0.6317582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116489453538174,"score_gpt":0.4087323676994584,"score_spread":0.297083422345641,"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."}}