{"id":"W3081061533","doi":"10.5604/01.3001.0010.2826","title":"Quarter Car Model to Evaluate Behaviour Under Road and Body Excitation","year":2017,"lang":"en","type":"article","venue":"Journal of KONES Powertrain and Transport","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Automotive engineering; Energy engineering; Excitation; Engineering; Environmental science; Efficient energy use; Electrical engineering; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003122307,0.00011427,0.000227332,0.00007148514,0.00009100066,0.00006524268,0.0000921044,0.00006021296,0.000004156763],"category_scores_gemma":[0.000003001302,0.00009774366,0.00006357085,0.00001575805,0.00002252957,0.0002161311,0.00000293429,0.0001140489,7.743023e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001510273,"about_ca_system_score_gemma":0.00001761159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003181224,"about_ca_topic_score_gemma":0.00007464122,"domain_scores_codex":[0.9993005,0.000008452093,0.0002964385,0.00008548096,0.0001714559,0.0001376734],"domain_scores_gemma":[0.9995664,0.000006577407,0.00008291832,0.0001227694,0.00007106264,0.0001503107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001088782,0.0004658158,0.3267875,0.0008163465,0.002055186,0.001015799,0.03243425,0.2860895,0.2664489,0.01102717,0.00102238,0.07074833],"study_design_scores_gemma":[0.00126205,0.0001334377,0.770517,0.00007592114,0.0000988119,0.00009623243,0.0002621217,0.2266538,0.00002121717,0.0006575505,0.00005367825,0.0001681246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820319,0.0002615494,0.01630681,0.0005169171,0.0002372551,0.00009238267,0.00001287622,0.00001178285,0.0005285563],"genre_scores_gemma":[0.9995133,0.00008986355,0.0001956887,0.00004411142,0.00006316862,0.000002619917,0.000001440818,0.00001755376,0.00007226151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4437295,"threshold_uncertainty_score":0.3985871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264510475889468,"score_gpt":0.2490257398543643,"score_spread":0.2363806350954696,"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."}}