{"id":"W578196681","doi":"","title":"RAIL AMS ON THE BORDER","year":2001,"lang":"en","type":"article","venue":"American shipper","topic":"Railway Systems and Energy Efficiency","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aeronautics; Subtitle; Business; Engineering; Transport engineering; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009195822,0.0001125575,0.0001146956,0.00003280951,0.00006567733,0.00002654379,0.0001597746,0.00002002364,0.0003715267],"category_scores_gemma":[0.00001590127,0.00007089232,0.00004771011,0.0003072603,0.00009038535,0.00003213608,0.00001010092,0.0001082485,0.0004489753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002469045,"about_ca_system_score_gemma":0.000005798095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001989083,"about_ca_topic_score_gemma":0.00003470068,"domain_scores_codex":[0.999368,0.00002149798,0.0001082386,0.0001156041,0.0001359959,0.0002506329],"domain_scores_gemma":[0.9995707,0.00006067148,0.00001760535,0.0002896001,0.00001151976,0.00004987428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004388911,0.0001873269,0.02156639,0.00002681233,0.0002343608,0.00008321242,0.003858169,0.2402223,0.007367153,0.02775699,0.1573346,0.5413188],"study_design_scores_gemma":[0.000124538,0.00009935614,0.01490143,0.00001946954,0.000006293005,0.00001689315,0.001077877,0.01119854,0.0003123163,0.00004266301,0.9719045,0.0002960997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8095666,0.0001061608,0.0004669809,0.0008147845,0.0002427322,0.00005044289,8.922926e-7,0.0002023499,0.1885491],"genre_scores_gemma":[0.9964073,0.00006404341,0.00003036643,0.0007727266,0.0001598656,0.00002184191,9.984303e-7,0.00002916755,0.002513726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8145699,"threshold_uncertainty_score":0.5770819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007964132081314355,"score_gpt":0.2182861409916502,"score_spread":0.2103220089103359,"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."}}