{"id":"W4395670866","doi":"10.1016/b978-0-443-15614-4.00011-4","title":"Simulation Model NWVPM for Evaluating Performance of Tyres (Wheels) and Wheeled Vehicles","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Soil Mechanics and Vehicle Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Automotive engineering; Computer science; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002416958,0.0002835765,0.0003602069,0.000126405,0.00004820847,0.00003318722,0.0001029859,0.0002122124,0.00000423013],"category_scores_gemma":[0.00001449869,0.0002900235,0.0001149052,0.000009716201,0.00002677375,0.00004339385,0.00005475413,0.0002327999,0.000005338084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000052899,"about_ca_system_score_gemma":0.00003170552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.253674e-7,"about_ca_topic_score_gemma":0.00000373041,"domain_scores_codex":[0.9989865,0.000003416521,0.000386473,0.0002450997,0.0001977609,0.000180708],"domain_scores_gemma":[0.9994343,0.000102289,0.00008426855,0.0002223131,0.0001084351,0.0000483806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000127047,0.000001319301,0.00000101703,0.00109512,0.00007491683,3.583728e-7,0.0001393172,0.2265679,0.0002004149,0.009833837,0.000002000702,0.7620711],"study_design_scores_gemma":[0.0002072962,0.00009011146,0.000001717968,0.0006599383,0.0001611287,0.000001108467,0.000003625265,0.9681653,0.00008391932,0.02510955,0.005237008,0.0002792923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1654821,0.005417821,0.001571811,0.000009593062,0.0007033595,0.001660859,0.0002509832,0.0004197602,0.8244838],"genre_scores_gemma":[0.6558005,0.0002306306,0.002755739,0.00001613953,0.0001405378,0.00006494384,0.00004024102,0.0002244274,0.3407269],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7617918,"threshold_uncertainty_score":0.9999552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0269271364920288,"score_gpt":0.2676509531465099,"score_spread":0.2407238166544811,"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."}}