{"id":"W2064950659","doi":"10.1504/ijvsmt.2015.067519","title":"A multibody dynamics model to assess the impact of road unevenness on the efficiency of a semitrailer truck","year":2015,"lang":"en","type":"article","venue":"International Journal of Vehicle Systems Modelling and Testing","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Truck; Automotive engineering; Fuel efficiency; Engineering; Accelerometer; Trailer; Vehicle dynamics; Articulated vehicle; Multibody system; Computer 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":[0.001270331,0.000141055,0.0002926491,0.0001298355,0.00004100254,0.00007198703,0.0004205285,0.00005135192,2.582902e-7],"category_scores_gemma":[0.0001688908,0.00008108014,0.0001199319,0.0001571632,0.00002993889,0.00009318012,0.00003229383,0.0002227881,4.598556e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494195,"about_ca_system_score_gemma":0.00008833154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006160119,"about_ca_topic_score_gemma":0.000006278515,"domain_scores_codex":[0.9984688,0.00007094653,0.0006942317,0.00009297085,0.0005202821,0.0001527588],"domain_scores_gemma":[0.9980657,0.0004009083,0.0003860935,0.0001411499,0.0009141585,0.00009201778],"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":[0.00003561182,0.0000358845,0.002079733,0.00002067739,0.0001573386,0.000004122949,0.0007530393,0.9922819,0.002813155,0.0007458084,0.0000104387,0.001062276],"study_design_scores_gemma":[0.0004262626,0.0001329129,0.0002816079,0.0005155206,0.00001685265,0.00007913981,0.000514834,0.9976356,0.00009201024,0.0002207404,0.000001187155,0.00008330602],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7957058,0.0001930605,0.2032532,0.00005388631,0.0002699626,0.0001265382,0.00002596401,0.0000117117,0.0003598486],"genre_scores_gemma":[0.9994525,0.000006482182,0.0003573105,0.000005372359,0.0001370647,0.000005055183,8.0173e-7,0.00002169691,0.00001372628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2037467,"threshold_uncertainty_score":0.3306352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06934860585267108,"score_gpt":0.2878058289041646,"score_spread":0.2184572230514935,"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."}}