{"id":"W1847405128","doi":"","title":"Rail Starts to Speak Up","year":2008,"lang":"en","type":"article","venue":"International railway journal","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Transport engineering; Engineering; Business; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001253203,0.0004033085,0.0003068206,0.0006715546,0.007113786,0.006465232,0.0005825654,0.004742125,0.09048822],"category_scores_gemma":[0.00587524,0.000230691,0.000434317,0.0005940996,0.002247158,0.005848061,0.00318234,0.007905025,0.03854655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002490357,"about_ca_system_score_gemma":0.002764001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02004347,"about_ca_topic_score_gemma":0.03114951,"domain_scores_codex":[0.9988519,0.0002173189,0.00004455981,0.0001784932,0.0003677264,0.0003400511],"domain_scores_gemma":[0.9978461,0.0005022489,0.0001066587,0.0001491346,0.0008482321,0.0005474797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002487785,0.00001139817,0.0003929209,0.00003335532,0.000002623106,0.0001860597,0.002093996,0.00001514231,0.0001916041,0.03107594,0.9520462,0.013926],"study_design_scores_gemma":[0.000001341821,0.000006037685,0.0002036034,0.00003106857,9.565331e-7,0.00002627578,0.001346659,0.00000820916,0.00003769169,0.0008829212,0.9974518,0.000003488091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004045025,0.004468033,0.00129125,0.5242748,0.05283869,0.00002993826,0.0003535245,0.0006073784,0.4120914],"genre_scores_gemma":[0.0366763,0.001935658,0.0004076998,0.1440059,0.006863591,0.00002860619,0.000213071,0.0004798334,0.8093893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09048822,"threshold_uncertainty_score":0.3027133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02880170268717767,"score_gpt":0.2305441216122131,"score_spread":0.2017424189250354,"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."}}