{"id":"W4391927472","doi":"10.3390/machines12020146","title":"Simulation and Validation of an 8 × 8 Scaled Electric Combat Vehicle","year":2024,"lang":"en","type":"article","venue":"Machines","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Aeronautics; Electric vehicle; Automotive engineering; Aerospace engineering; Environmental science; Computer science; Engineering; Physics","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":[0.00008613096,0.00005970911,0.00008814719,0.00008390823,0.00001791515,0.00005305776,0.00002602297,0.00003120654,0.00002339935],"category_scores_gemma":[0.00001245924,0.00005255054,0.00001876113,0.0001447744,0.000004568577,0.0001793696,0.000003485114,0.00003565313,0.000009192742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000946039,"about_ca_system_score_gemma":0.00000282303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002582921,"about_ca_topic_score_gemma":0.000003811642,"domain_scores_codex":[0.9996355,0.0000236026,0.0001343193,0.00007445437,0.00007289227,0.00005920932],"domain_scores_gemma":[0.9997908,0.0000860952,0.00001081126,0.00006984133,0.00001750202,0.00002492164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005591168,0.000005749364,0.001433173,0.00009591762,0.00001587435,6.827688e-7,0.0001050815,0.9042542,0.04236285,0.000249169,0.00001173412,0.05145996],"study_design_scores_gemma":[0.0001678016,0.00001919162,0.01025468,0.00001506443,0.00001030338,8.504156e-7,0.000003883755,0.9869133,0.002101669,0.0002562837,0.0002023142,0.00005462085],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923078,0.0007769161,0.005443569,0.00001567696,0.0001260958,0.00009955367,0.000002299693,0.0002283112,0.0009998028],"genre_scores_gemma":[0.9997984,0.000005261934,0.00003465245,0.000003973275,0.00006754384,0.000003485142,0.00001336919,0.00001351661,0.00005978523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08265912,"threshold_uncertainty_score":0.2142949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00752433783181264,"score_gpt":0.2493869245692154,"score_spread":0.2418625867374027,"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."}}