{"id":"W163829926","doi":"","title":"NEW YORK CITY TRANSIT'S R142 AND R142A NEW TRAIN PROCUREMENT","year":2001,"lang":"en","type":"article","venue":"Rail Transit ConferenceAmerican Public Transportation Association","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Train; Procurement; Quarter (Canadian coin); Transport engineering; Transit (satellite); Order (exchange); Plan (archaeology); Engineering; Business; Public transport; Operations management; Finance; Marketing; Geography; Cartography","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004478024,0.0004421647,0.0005848609,0.0003982334,0.000281435,0.0005685258,0.0002837281,0.0002192975,0.001756481],"category_scores_gemma":[0.00003190057,0.0004840252,0.0002110408,0.0008955651,0.00007045591,0.002049082,0.000003173797,0.0002879019,0.00006767052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001832931,"about_ca_system_score_gemma":0.0004105491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009737251,"about_ca_topic_score_gemma":0.01890988,"domain_scores_codex":[0.9972821,0.00001990509,0.0008020177,0.0006177407,0.0005424927,0.0007356865],"domain_scores_gemma":[0.9987875,0.00005008282,0.0005792859,0.0002113618,0.0002014318,0.0001703259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00025228,0.000272983,0.7183794,0.0001595142,0.0004682403,0.00001193129,0.007103276,0.000203526,0.001016121,0.06783094,0.01337464,0.1909271],"study_design_scores_gemma":[0.002654256,0.0000386478,0.6858277,0.00003781389,0.0002594982,0.000001595817,0.001267189,0.0003306143,0.00003664891,0.003048337,0.3058266,0.0006710652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7520209,0.0002558563,0.1697344,0.05289894,0.0007472012,0.00134707,0.0001018871,0.001069939,0.02182379],"genre_scores_gemma":[0.9928221,0.0001168989,0.0006295476,0.002592602,0.000815546,0.00003203858,0.0005646749,0.00004979493,0.0023768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2924519,"threshold_uncertainty_score":0.9997612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0353401834635149,"score_gpt":0.210654790587856,"score_spread":0.1753146071243411,"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."}}