{"id":"W4390540318","doi":"10.4236/wjet.2024.121002","title":"Development and Validation of a Scaled Electric Combat Vehicle Tire Model","year":2024,"lang":"en","type":"article","venue":"World Journal of Engineering and Technology","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Automotive engineering; Truck; Stiffness; Engineering; Tire balance; Tread; Finite element method; Contact patch; Radial tire; Traction (geology); Structural engineering; Mechanical engineering; Natural rubber; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003628579,0.0004601429,0.0004221522,0.0004490913,0.0002607974,0.0006164473,0.001266964,0.0007033378,0.003543029],"category_scores_gemma":[0.0005712212,0.0003359118,0.0007123781,0.0002282976,0.0002690207,0.0004315928,0.0005122567,0.000505189,0.001134738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003995432,"about_ca_system_score_gemma":0.0007562296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007156823,"about_ca_topic_score_gemma":0.00429155,"domain_scores_codex":[0.9997477,0.00003217088,0.00001622997,0.00004145069,0.0001378907,0.00002460643],"domain_scores_gemma":[0.9996871,0.00005261974,0.00002975049,0.00005646519,0.0001587635,0.0000153055],"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":[0.00006791097,0.00006963509,0.002127173,0.0002338601,0.00002579363,0.0002699013,0.0001124614,0.9165923,0.05076283,0.002831504,0.00122788,0.02567874],"study_design_scores_gemma":[0.00001484582,0.0001101381,0.001162136,0.00002084368,0.00001264327,0.00006053263,0.00004323144,0.9834248,0.008719044,0.000352144,0.006061926,0.00001758565],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2165749,0.0002853682,0.7549543,0.0001571171,0.0001340351,0.0006009049,0.002686699,0.002779192,0.02182753],"genre_scores_gemma":[0.8756022,0.0002983486,0.1119394,0.00003741432,0.00001235905,0.0005848184,0.002325594,0.0002244069,0.008975644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007156823,"threshold_uncertainty_score":0.01423031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003693206374555053,"score_gpt":0.1759770971399857,"score_spread":0.1722838907654306,"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."}}