{"id":"W4308946903","doi":"10.1016/j.seta.2022.102881","title":"Impacts of soft marine fouling on the hydrokinetic energy harvesting from one-degree-of-freedom vortex-induced vibrations","year":2022,"lang":"en","type":"article","venue":"Sustainable Energy Technologies and Assessments","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Fouling; Vibration; Vortex; Degree (music); Vortex-induced vibration; Energy harvesting; Environmental science; Marine engineering; Energy (signal processing); Mechanics; Physics; Acoustics; Engineering; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001675083,0.0002174173,0.0002863382,0.0001915977,0.0003755777,0.0005034282,0.0001430802,0.0003202686,0.001849279],"category_scores_gemma":[0.0006646782,0.00007481975,0.0002466356,0.0001098973,0.0006292792,0.0003866227,0.0006978335,0.0002937022,0.0002197023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002207063,"about_ca_system_score_gemma":0.0001947171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100398,"about_ca_topic_score_gemma":0.0008598619,"domain_scores_codex":[0.9998991,0.000009572741,0.000002990084,0.00001054547,0.0000273924,0.00005033397],"domain_scores_gemma":[0.9997738,0.0001263348,0.00001879121,0.00001423957,0.00003623327,0.00003058993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001509823,0.0002914889,0.01984036,0.0002688313,0.0000695382,0.001814518,0.0003885089,0.1827556,0.738865,0.003805125,0.000488273,0.04990289],"study_design_scores_gemma":[0.00006167124,0.00122085,0.1123986,0.00004262328,0.00007367066,0.0004575657,0.001450198,0.6785333,0.2011316,0.003521678,0.001027362,0.00008090213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961883,0.00004859239,0.001737051,0.00004681314,0.00001821608,0.000003343261,0.00001836314,0.00001652801,0.001922819],"genre_scores_gemma":[0.9996667,0.00001984152,0.00006205035,0.000005431799,9.618218e-7,0.000001013754,0.000005409956,0.000002191686,0.0002364535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001849279,"threshold_uncertainty_score":0.006186426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409355935867682,"score_gpt":0.228190783107904,"score_spread":0.2140972237492272,"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."}}