{"id":"W4392991444","doi":"10.3390/mi15030415","title":"A Novel Piezoelectric Energy Harvester for Earcanal Dynamic Motion Exploitation Using a Bistable Resonator Cycled by Coupled Hydraulic Valves Made of Collapsed Flexible Tubes","year":2024,"lang":"en","type":"article","venue":"Micromachines","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Université Savoie Mont Blanc","keywords":"Bistability; Energy harvesting; Multiphysics; Resonator; Acoustics; Amplifier; Energy transformation; Transducer; Mechanical engineering; Piezoelectricity; Materials science; Energy (signal processing); Engineering; Electrical engineering; Optoelectronics; Structural engineering; Finite element method; Physics","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":[0.0001199755,0.0002206154,0.000218277,0.0001182001,0.0001392882,0.0001935272,0.0005623343,0.0003371013,0.0006450388],"category_scores_gemma":[0.0001245048,0.0001552038,0.000238441,0.0001050917,0.0002030741,0.0005158463,0.0002609267,0.0002279613,0.0002151163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000176366,"about_ca_system_score_gemma":0.0001563952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001254582,"about_ca_topic_score_gemma":0.0003150017,"domain_scores_codex":[0.9999255,0.000006249712,0.000004304685,0.00002384949,0.00003217728,0.000007977266],"domain_scores_gemma":[0.9999334,0.00002254019,0.00001855774,0.000006887324,0.0000104675,0.000008155595],"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":[0.00001760559,0.00001079234,0.00009325593,0.00005221654,0.000004651076,0.00005224433,0.00001972755,0.0006949793,0.9914178,0.0005230675,0.00007683588,0.007036844],"study_design_scores_gemma":[0.00001945629,0.000403993,0.001266361,0.00001105386,0.00002758257,0.0003585493,0.00002675861,0.05617794,0.934681,0.0003379504,0.006656473,0.00003283179],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6030516,0.00193502,0.3908226,0.000317719,0.0001655613,0.0001161626,0.0001514698,0.0008214678,0.002618406],"genre_scores_gemma":[0.905777,0.0004451931,0.09051659,0.00008804234,0.00003006792,0.00005766347,0.00006664069,0.00003897388,0.00297996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006450388,"threshold_uncertainty_score":0.002157867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413263188145711,"score_gpt":0.2489199972293887,"score_spread":0.2347873653479316,"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."}}