{"id":"W4402992096","doi":"10.3390/math12193046","title":"Stability and Control of Car Dynamics with a Quarter Model via a Novel Simple Harmonic Hump under External Force","year":2024,"lang":"en","type":"article","venue":"Mathematics","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Saud University","keywords":"Simple (philosophy); Dynamics (music); Quarter (Canadian coin); Control theory (sociology); Stability (learning theory); Harmonic; Control (management); Simple harmonic motion; Physics; Computer science; Engineering; Classical mechanics; Acoustics; Geography; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001323805,0.0002932635,0.0003124725,0.0001606175,0.0002785396,0.0004570984,0.0003414005,0.0003677792,0.001101425],"category_scores_gemma":[0.0002541923,0.0001344131,0.0003309462,0.00008567544,0.0004130875,0.0002157667,0.000415222,0.0002560079,0.0001195464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002441602,"about_ca_system_score_gemma":0.0003836831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004703383,"about_ca_topic_score_gemma":0.002570823,"domain_scores_codex":[0.9999366,0.00001185636,0.000002110596,0.00001560733,0.00002159316,0.00001223146],"domain_scores_gemma":[0.99991,0.00002427604,0.00001814389,0.00001597326,0.00002134059,0.00001029517],"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":[0.0002270546,0.00005914667,0.001498713,0.00008540929,0.0000322222,0.0001664368,0.0001734048,0.9211823,0.05593603,0.006780683,0.0003690876,0.01348949],"study_design_scores_gemma":[0.000004243003,0.00004541007,0.0002059247,0.000001331402,0.000003939495,0.0000100606,0.00001018381,0.9979252,0.001294481,0.0002354988,0.0002608824,0.000002789043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6752737,0.0001822342,0.3126375,0.0001352517,0.00005667613,0.00004098328,0.00007229485,0.0003690696,0.01123231],"genre_scores_gemma":[0.9955183,0.00003468616,0.003111607,0.000006127512,0.000003234143,0.00001097479,0.00001311752,0.000005817717,0.001296133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004703383,"threshold_uncertainty_score":0.009351969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008709384244269688,"score_gpt":0.1964253467554728,"score_spread":0.1877159625112031,"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."}}