{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001897397,0.0002714875,0.0001412001,0.0005454965,0.0001428261,0.0002247281,0.0002115313,0.0002617677,0.001190828],"category_scores_gemma":[0.0002448654,0.0001341121,0.0002139944,0.0002047451,0.0001647415,0.0001282486,0.0001416993,0.000158278,0.0002358462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002277539,"about_ca_system_score_gemma":0.0002034745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005423933,"about_ca_topic_score_gemma":0.0009074174,"domain_scores_codex":[0.9998844,0.00001184835,0.000002631609,0.00001834926,0.00007346553,0.000009422807],"domain_scores_gemma":[0.9998986,0.00004051529,0.0000162902,0.00001001387,0.00002999074,0.00000459808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001467292,0.0001013209,0.003902266,0.0001563595,0.00002100636,0.0002093362,0.0002172533,0.3610394,0.4806392,0.005144469,0.0006997631,0.1477227],"study_design_scores_gemma":[0.000008702871,0.0003470695,0.01482358,0.0000177534,0.000009826093,0.0001214113,0.0001162594,0.9288102,0.05111593,0.001728612,0.002879925,0.00002073776],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6063257,0.0004658893,0.3794218,0.00006053093,0.00003451048,0.00006096352,0.0001418622,0.0004612856,0.01302744],"genre_scores_gemma":[0.9472911,0.0002171315,0.04924811,0.00001209422,0.000007540331,0.00005773667,0.0001000845,0.00002290309,0.003043294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001190828,"threshold_uncertainty_score":0.003983736,"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."}}