{"id":"W2898729095","doi":"10.1115/detc2018-85820","title":"A Variant Nonlinear Energy Sink for Vibration Suppression and Energy Harvesting","year":2018,"lang":"en","type":"article","venue":"","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Vibration; Cantilever; Nonlinear system; Energy harvesting; Beam (structure); Piezoelectricity; Energy (signal processing); Acoustics; Sink (geography); Transient (computer programming); Physics; Materials science; Mechanics; Computer science; Structural engineering; Engineering; Optics","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":[0.0001498638,0.0002774923,0.0002804408,0.0001799472,0.0001655519,0.0002025817,0.0005899674,0.0003535874,0.001142034],"category_scores_gemma":[0.000159216,0.0001498541,0.0001619445,0.000150054,0.000301015,0.0006211302,0.0004646467,0.0002806655,0.0004910778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151974,"about_ca_system_score_gemma":0.0001471155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006612664,"about_ca_topic_score_gemma":0.0001514262,"domain_scores_codex":[0.9999142,0.00001054465,0.000004601196,0.00002537451,0.00003736462,0.000007946796],"domain_scores_gemma":[0.9999133,0.00002389711,0.00001814239,0.00001685314,0.00001807733,0.000009719995],"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":[0.00006539158,0.00002450277,0.0002585727,0.0001181059,0.000007382649,0.00007280877,0.0000290861,0.001979481,0.9806785,0.005350318,0.0001572849,0.0112586],"study_design_scores_gemma":[0.00003196965,0.000587478,0.001802539,0.00002954765,0.00003196578,0.0005424063,0.00004712501,0.09870935,0.8717223,0.00217062,0.02428081,0.00004385443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3753437,0.0008821493,0.6152537,0.0002687202,0.0001877601,0.0001529579,0.0002355049,0.0005124811,0.007163039],"genre_scores_gemma":[0.8328915,0.0005741362,0.1570065,0.00009563756,0.00003305287,0.0001772237,0.0001790275,0.00004935829,0.00899343],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001142034,"threshold_uncertainty_score":0.003820479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433269908876477,"score_gpt":0.2228863760306328,"score_spread":0.208553676941868,"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."}}