{"id":"W4389541001","doi":"10.17118/11143/20946","title":"Development and validation of a Regional Haul Steer (RHS) truck tiremodel using advanced computational techniques","year":2023,"lang":"en","type":"article","venue":"","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ontario Institute of Technology","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Truck; Computer science; Model validation; Automotive engineering; Engineering; Data science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009813259,0.00006424046,0.00009905347,0.00008093402,0.00002842471,0.0000116087,0.0000324326,0.00003261653,0.000003425148],"category_scores_gemma":[0.000001852829,0.00006365172,0.0000153637,0.0001087854,0.000009131549,0.00006924375,0.00001382519,0.00002770319,0.000002160856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000337706,"about_ca_system_score_gemma":0.0000163369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006697636,"about_ca_topic_score_gemma":0.00000417514,"domain_scores_codex":[0.9995201,0.000005664593,0.0001835419,0.00008037759,0.0001266567,0.00008371377],"domain_scores_gemma":[0.9998453,0.00001862733,0.00002516105,0.00004552534,0.00004332429,0.00002201411],"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":[0.000009958087,0.00001046986,0.0005924815,0.0001205065,0.00005632229,0.000001812235,0.0004730747,0.8773448,0.03200209,0.006025067,0.00009493589,0.08326843],"study_design_scores_gemma":[0.000168504,0.000004584818,0.001097924,0.00002847482,0.000002884601,0.000004264528,0.00006597371,0.9956218,0.002042609,0.0003370667,0.0005468759,0.00007905167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8997017,0.00002314492,0.09920805,0.00002293635,0.00003186919,0.000114498,0.000003043638,0.000212277,0.0006824816],"genre_scores_gemma":[0.9565663,0.000004198151,0.0432589,0.000008930261,0.00001215593,0.00001069684,0.0000251785,0.00001266715,0.0001009872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1182769,"threshold_uncertainty_score":0.2595642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167645307730559,"score_gpt":0.2388966266958433,"score_spread":0.2172201736185377,"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."}}