{"id":"W2910854604","doi":"10.1177/0361198118823005","title":"Analysis of Private Participation Effects in Bus Rapid Transit Projects in Ecuador","year":2019,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Bus rapid transit; Public transport; Business; Private enterprise; Sustainable transport; Transport engineering; Function (biology); Transit (satellite); Private transport; Private sector; Finance; Transit system; Engineering; Economic growth; Economics; Sustainability","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008212534,0.0002057877,0.000722477,0.003897851,0.0002649761,0.00007170366,0.0007788514,0.0002663445,0.0003268956],"category_scores_gemma":[0.0003436859,0.0001775727,0.0004040451,0.01060451,0.0004780422,0.0008348972,0.000002589441,0.001412069,0.000009262698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003158233,"about_ca_system_score_gemma":0.0008596776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02686876,"about_ca_topic_score_gemma":0.2798402,"domain_scores_codex":[0.9907419,0.002631743,0.0017962,0.0004242245,0.003534847,0.0008710732],"domain_scores_gemma":[0.9951775,0.001730974,0.000594806,0.0003621363,0.001893387,0.0002412026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001066349,0.0003568179,0.8978268,0.0002477547,0.0001942001,0.00005575001,0.02719479,0.0661571,0.0008220977,0.002276602,0.00005528114,0.003746482],"study_design_scores_gemma":[0.001930537,0.0003499358,0.9894233,0.0004706987,0.0001564521,2.711036e-8,0.004439466,0.001052207,0.0008339765,0.000520803,0.0006581183,0.0001645283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957928,0.0001507382,0.0005944343,0.001049615,0.0003220421,0.001703975,0.00003942272,0.00001905714,0.0003279094],"genre_scores_gemma":[0.9979533,0.0007261523,0.0008787719,0.0000251789,0.00004324193,0.00007621764,0.00005387858,0.00002909502,0.0002141521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2529715,"threshold_uncertainty_score":0.9796114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07172605999381805,"score_gpt":0.4034953567237223,"score_spread":0.3317692967299043,"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."}}