{"id":"W3214468893","doi":"","title":"Design and Static Analysis of Composite Leaf Spring for Heavy Vehicle Suspension System","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Leaf spring; Structural engineering; Deflection (physics); Axle; Suspension (topology); Spring (device); Engineering; Stress (linguistics); Composite number; Materials science; Composite material; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.001000667,0.00008041875,0.0002017949,0.0002466849,0.00009987692,0.0000304487,0.00009003234,0.0000391266,0.00000387867],"category_scores_gemma":[0.00002317626,0.00007343024,0.00005945227,0.0003533255,0.00001908403,0.00006811876,0.00001262265,0.0003271373,0.000002120293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002321043,"about_ca_system_score_gemma":0.00009337984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000158673,"about_ca_topic_score_gemma":0.00004083467,"domain_scores_codex":[0.9988148,0.00003718031,0.0002189819,0.00009060875,0.0001348309,0.0007035488],"domain_scores_gemma":[0.9995974,0.0001200352,0.00002957309,0.0001055326,0.00007977527,0.00006771852],"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":[0.0002085502,0.00004112261,0.0001763008,0.0002866304,0.002821609,0.000002191029,0.0002564223,0.6366414,0.2669777,0.07726695,0.00003795309,0.01528317],"study_design_scores_gemma":[0.0002737415,0.0002671234,0.00008591162,0.00003270731,0.0001604987,0.00001424675,0.0001328509,0.983747,0.01444634,0.0007436925,0.00002121341,0.00007468576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.303105,0.0004027689,0.6962966,0.00001755247,0.00003619646,0.00008703984,0.000001041044,0.00003759774,0.00001618302],"genre_scores_gemma":[0.9949486,0.0002387802,0.004705662,0.000002231111,0.00005285388,0.0000049485,0.00000133995,0.00001813604,0.00002745089],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6918436,"threshold_uncertainty_score":0.2994398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480528358477676,"score_gpt":0.2537794919747298,"score_spread":0.2389742083899531,"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."}}