{"id":"W6996513830","doi":"","title":"Static and vibration analysis of composite structures for robotic application","year":2022,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fibre-reinforced plastic; Composite number; Vibration; Beam (structure); Finite element method; Glass fiber; Deformation (meteorology); Isotropy; Fiber","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003030296,0.000186881,0.0005458948,0.001017076,0.0001827004,0.00001455175,0.0002664955,0.0001492943,0.0003740731],"category_scores_gemma":[0.000001163135,0.0002711889,0.0002632621,0.00109566,0.00004692282,0.0004850057,0.00005271315,0.0001317243,2.276661e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006003484,"about_ca_system_score_gemma":0.00005872007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003471326,"about_ca_topic_score_gemma":0.001578224,"domain_scores_codex":[0.9992514,0.00003805926,0.0001673553,0.0002615319,0.0001693561,0.0001123338],"domain_scores_gemma":[0.9993213,0.00007376711,0.0002623945,0.0002195202,0.00006497683,0.00005805733],"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":[0.000393007,0.00003899224,0.002038501,0.0009286315,0.00389758,0.000004328861,0.02628781,0.9574395,0.004105353,0.0007659629,0.0003162847,0.003784066],"study_design_scores_gemma":[0.001084885,0.0001370146,0.04843083,0.00005023542,0.01285812,7.149573e-7,0.1315002,0.8010474,0.001508883,0.0007586368,0.001907346,0.0007157126],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8523305,0.0003079459,0.1444223,0.00007373844,0.0001543537,0.0006595548,0.000775626,0.0001818409,0.00109411],"genre_scores_gemma":[0.975235,0.0002071718,0.01060947,0.000007209337,0.00001041339,1.652398e-7,0.01236548,0.00002438036,0.001540708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1563921,"threshold_uncertainty_score":0.999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002835107949673655,"score_gpt":0.164062578662798,"score_spread":0.1612274707131243,"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."}}