{"id":"W4403352985","doi":"10.1007/978-3-031-66968-2_65","title":"Experimental Testing for the Validation of a Multi-body Dynamics Model for a Novel Electric Bus","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in mechanical engineering","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"La Boîte à lettres; National Research Council Canada","funders":"","keywords":"Dynamics (music); Computer science; Reliability engineering; Engineering; Physics; Acoustics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003707922,0.000490093,0.0005455334,0.0003739216,0.00005155935,0.00005737756,0.0003774016,0.0005708729,0.00000674915],"category_scores_gemma":[0.0009051905,0.0004294763,0.0002739253,0.0002487955,0.00001301748,0.00005502697,0.00007618684,0.0009080785,0.000002365905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003759105,"about_ca_system_score_gemma":0.00005653757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004451691,"about_ca_topic_score_gemma":0.000006119142,"domain_scores_codex":[0.9981501,0.000003021961,0.0006468631,0.0004236996,0.0002860354,0.0004902423],"domain_scores_gemma":[0.9976285,0.001742716,0.00005502377,0.0003747616,0.0001110236,0.00008803995],"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":[0.00001172887,0.0000184156,1.272746e-8,0.0006182767,0.00009396257,8.158453e-7,0.00003327176,0.7978134,0.1415741,0.05795022,0.000003426225,0.001882367],"study_design_scores_gemma":[0.0004296345,0.0001205963,5.598836e-8,0.0003722835,0.00007654416,0.000006224903,0.000001412921,0.8980473,0.09699643,0.003482041,0.00009067043,0.0003768285],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00008804797,0.001538616,0.9958782,0.00004080978,0.0004397513,0.001337495,0.0001775557,0.0003601697,0.0001393418],"genre_scores_gemma":[0.8229322,0.00005027122,0.1739638,0.00001525955,0.0003703477,0.0009778325,0.0001462942,0.0005147411,0.001029254],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8228442,"threshold_uncertainty_score":0.9998157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04002158890882387,"score_gpt":0.2820106378930484,"score_spread":0.2419890489842245,"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."}}