{"id":"W4405533162","doi":"10.3390/su162411111","title":"Enhancing Sustainability in Marine Structures: Nonlinear Energy Sink for Vibration Control of Eccentrically Stiffened Functionally Graded Panels Under Hydrodynamic Loads","year":2024,"lang":"en","type":"article","venue":"Sustainability","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nonlinear system; Sustainability; Structural engineering; Vibration; Sink (geography); Engineering; Environmental science; Physics; Biology; Ecology; Geography; Acoustics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001040966,0.0002482436,0.0001179406,0.000112018,0.0001000973,0.0001640983,0.0001559819,0.0001320053,0.0006996742],"category_scores_gemma":[0.0001563891,0.00005517019,0.0001355121,0.00005729857,0.0002242089,0.0001649163,0.000222634,0.0001270526,0.00009592122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008536604,"about_ca_system_score_gemma":0.0000981606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002752673,"about_ca_topic_score_gemma":0.0005445412,"domain_scores_codex":[0.9999714,0.000005356589,0.000001211883,0.000005824834,0.0000111022,0.000005107458],"domain_scores_gemma":[0.9999508,0.00001530668,0.00001307184,0.000005504035,0.000009044787,0.00000619186],"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":[0.0001453798,0.0001359528,0.002103219,0.0001877352,0.00001834163,0.0001956884,0.0001114884,0.2178476,0.7250929,0.002269568,0.0001479967,0.05174419],"study_design_scores_gemma":[0.00001356034,0.0007160897,0.004221693,0.00001666828,0.00001877504,0.00006715012,0.00007800894,0.8672884,0.1255562,0.0009903118,0.001019309,0.00001390168],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.867887,0.0001122827,0.1282834,0.00004278271,0.00001681407,0.00001797284,0.0000148848,0.00004671934,0.003578035],"genre_scores_gemma":[0.9955109,0.00003863625,0.003966149,0.000005423873,0.000001195412,0.000005598885,0.000006332883,0.000003042378,0.0004626706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006996742,"threshold_uncertainty_score":0.002340615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003806128927922389,"score_gpt":0.2167022831827697,"score_spread":0.2128961542548473,"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."}}