{"id":"W2084454065","doi":"10.1061/41038(343)53","title":"An Enhanced Bombardier CX-100 APM Vehicle","year":2009,"lang":"en","type":"article","venue":"","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Automotive engineering; Maintainability; Modular design; Engineering; Embedded system; Computer science; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005079243,0.00009066942,0.00008776331,0.00003047757,0.00005238866,0.00002481319,0.0001060642,0.00005365745,0.0005545373],"category_scores_gemma":[0.000001762245,0.00007768732,0.0000279703,0.0001122421,0.000006881643,0.0002069241,0.0000046159,0.00009734353,0.0001981599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001713871,"about_ca_system_score_gemma":0.00000558768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004269816,"about_ca_topic_score_gemma":0.000002234874,"domain_scores_codex":[0.9995049,0.000004902874,0.0001049098,0.0001021065,0.00007877812,0.0002044299],"domain_scores_gemma":[0.9996352,0.000005101535,0.000006050312,0.000228041,0.00001474228,0.0001108987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000009570885,0.00005998081,0.0003373357,0.00001427074,0.00001189572,0.000004202123,0.0003476333,0.02854815,0.6132844,0.0006456806,0.009022491,0.3477144],"study_design_scores_gemma":[0.0005341007,0.0002183115,0.03212258,0.00002706235,0.000007776952,0.000005692396,0.00007760395,0.3941495,0.5206551,0.0005436639,0.05116999,0.0004885882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8947373,0.00009638452,0.005661334,0.00008687219,0.0001194724,0.00004995751,0.000001347979,0.0004807188,0.09876663],"genre_scores_gemma":[0.9971671,0.00004955924,0.001244708,0.0002231426,0.0001266055,0.000002694798,0.000003489852,0.00001193331,0.00117078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3656014,"threshold_uncertainty_score":0.6071795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00734643611141328,"score_gpt":0.2342532265082644,"score_spread":0.2269067903968511,"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."}}