{"id":"W4395683847","doi":"10.1016/b978-0-443-15614-4.00008-4","title":"Applications of Simulation Model NTVPM to Parametric Analysis of Vehicles with Flexible Tracks","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":"Parametric model; Computer science; Parametric statistics; Simulation; Aerospace engineering; Engineering; Mathematics; Statistics","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":[0.0001001985,0.0002488686,0.0005672511,0.001136516,0.0000188102,0.00001674217,0.0001737903,0.0002096237,0.00001049179],"category_scores_gemma":[0.000003111408,0.0002376598,0.000236245,0.0003234657,0.00002364879,0.00001992465,0.00003556513,0.0002092815,0.00001176841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000659593,"about_ca_system_score_gemma":0.00003128805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.667984e-7,"about_ca_topic_score_gemma":0.00001898258,"domain_scores_codex":[0.9988754,0.000002850064,0.0004479137,0.0002606965,0.0002736119,0.0001395711],"domain_scores_gemma":[0.9991415,0.00005773177,0.0001073774,0.000474047,0.0001446543,0.00007475953],"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":[0.000004208998,0.000003719744,0.000002089923,0.0001477897,0.0006246257,3.678733e-7,0.00006483002,0.5382479,0.00002751002,0.01232343,7.645215e-7,0.4485528],"study_design_scores_gemma":[0.00006303082,0.00003348243,0.000008227405,0.0001370885,0.001861145,2.792093e-7,0.000005910604,0.9759357,0.00008227291,0.006775918,0.01486151,0.0002354184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00356863,0.0009570125,0.0740124,0.000005569725,0.00005748742,0.0009042472,0.0003576734,0.0002251855,0.9199118],"genre_scores_gemma":[0.720239,0.00006675869,0.002055584,0.00001444958,0.00003430993,0.00009455403,0.00007587569,0.0001344082,0.277285],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7166705,"threshold_uncertainty_score":0.9691486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299945962731955,"score_gpt":0.2450160548112134,"score_spread":0.2320165951838938,"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."}}