{"id":"W2354338091","doi":"","title":"Research and Design of an AC Vehicle Engine Dynamometer System","year":2005,"lang":"en","type":"article","venue":"Acta Armamentarll The Volume of Tank, Armored Vehicle and Engine","topic":"Advanced Sensor and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Dynamometer; Steady state (chemistry); Automotive engineering; State (computer science); Selection (genetic algorithm); Computer science; Engineering; Artificial intelligence","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":[0.0006956951,0.0002290304,0.0004094525,0.0001835344,0.0001205843,0.00003772187,0.0002698136,0.00009041889,0.00002109086],"category_scores_gemma":[0.00001483267,0.0001842547,0.00004792722,0.0002921372,0.0001710434,0.0003550013,0.00007056077,0.0002801065,0.000005237579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008714745,"about_ca_system_score_gemma":0.000009503252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001148835,"about_ca_topic_score_gemma":0.00001430404,"domain_scores_codex":[0.9983607,0.0001212389,0.0004636874,0.0002497402,0.0003574848,0.0004471648],"domain_scores_gemma":[0.9990304,0.0001936647,0.00007147955,0.000444972,0.00009821077,0.0001612503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003543512,0.0001779885,0.00096356,0.0005775059,0.000410095,0.00001688736,0.001935816,0.1072585,0.8242661,0.0001646493,0.0008190674,0.06305544],"study_design_scores_gemma":[0.001520626,0.0004530007,0.003046147,0.00009556337,0.00005814117,0.0000397853,0.001567643,0.9537683,0.03724343,0.00004836571,0.001901963,0.0002570742],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940314,0.001924985,0.002921725,0.0002331994,0.00008993298,0.0004592504,0.0000375557,0.0001310952,0.0001708638],"genre_scores_gemma":[0.9976405,0.0002327404,0.00172753,0.00001747896,0.0001600265,0.00003066182,0.0000095593,0.00005466093,0.0001268292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8465098,"threshold_uncertainty_score":0.7513689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110460481555023,"score_gpt":0.2464815383222903,"score_spread":0.22537693350674,"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."}}