{"id":"W605158027","doi":"","title":"Rail Projects Top $83 Billion in U.S., Canada","year":2011,"lang":"en","type":"article","venue":"","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Transit (satellite); Commission; Business; Public transport; Block grant; Agricultural economics; Finance; Geography; Transport engineering; Political science; Economics; Engineering; Welfare","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006111382,0.00007535877,0.00009596114,0.000111084,0.00002731563,0.00002299633,0.0001056278,0.00001889262,0.001048461],"category_scores_gemma":[0.000003817124,0.00006325721,0.00001786052,0.0001448959,0.000009805535,0.0004420562,0.00002160454,0.00004021207,0.0001321828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005816844,"about_ca_system_score_gemma":0.0001082032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946088,"about_ca_topic_score_gemma":0.9957817,"domain_scores_codex":[0.999492,7.89072e-7,0.0001429889,0.0001133924,0.00004471831,0.0002060333],"domain_scores_gemma":[0.9998451,0.000003295019,0.00003788218,0.00009623655,0.00001127108,0.000006251853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001289145,0.00001853179,0.9787735,0.00003501404,0.000004913543,0.00001196381,0.0001409714,0.00000500461,0.00002448851,0.01177516,0.006174802,0.003022742],"study_design_scores_gemma":[0.0003210509,0.000001977474,0.8783269,0.0000124716,0.000006402786,4.790298e-7,0.0007059719,0.0003096734,0.0002373738,0.000870979,0.1190139,0.0001928199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7436955,0.00001123726,0.000004595887,0.000201071,0.000180548,0.00007090873,4.224325e-7,0.00002911386,0.2558066],"genre_scores_gemma":[0.9969537,0.000004360671,0.00003425458,0.001969196,0.0001660468,0.00000741603,0.000004981443,0.000007868364,0.0008521646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2549544,"threshold_uncertainty_score":0.9998647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03333102191753611,"score_gpt":0.170019378709632,"score_spread":0.1366883567920959,"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."}}