{"id":"W587931850","doi":"","title":"RAIL PROJECTS TOTAL $58 BILLION IN TOP 50","year":2003,"lang":"en","type":"article","venue":"Metrologia","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Transit (satellite); Finance; Agricultural economics; Transport engineering; Engineering; Economics; Public transport","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":[],"consensus_categories":[],"category_scores_codex":[0.0003125783,0.0001129905,0.0001710027,0.0003135802,0.00004810343,0.00006949231,0.00009998211,0.00007008349,0.0003812883],"category_scores_gemma":[0.00006218077,0.00009613514,0.00005118709,0.0003208382,0.00003146685,0.0004153634,0.00002085623,0.0000958483,0.0003710545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002529909,"about_ca_system_score_gemma":0.00001165471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009033445,"about_ca_topic_score_gemma":0.0003348177,"domain_scores_codex":[0.9992628,0.000006201319,0.0001856408,0.0001869914,0.00005712568,0.000301235],"domain_scores_gemma":[0.9997671,0.00001451522,0.0000650854,0.0001336358,0.00001308888,0.000006609077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003477624,0.00007631248,0.9667606,0.00004198605,0.000013277,0.00001150622,0.00006447695,0.0001676945,0.000734926,0.02823526,0.002318103,0.001541112],"study_design_scores_gemma":[0.001013187,0.00002122657,0.793083,0.00001038195,0.000020838,0.000002790218,0.000229142,0.000316549,0.0003775456,0.002579045,0.2020523,0.0002940114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329036,0.00008241233,0.00005017561,0.0002833636,0.000307742,0.0001181174,7.13635e-7,0.00007763876,0.06617622],"genre_scores_gemma":[0.997954,0.000004726403,0.0001213426,0.001009835,0.0002203985,0.00001750706,0.000007396708,0.00001086887,0.0006539243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1997342,"threshold_uncertainty_score":0.4769279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287668424500134,"score_gpt":0.2082989461482871,"score_spread":0.1854222619032857,"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."}}