{"id":"W2901150433","doi":"","title":"Comparison of piezoelectric MEMS mechanical vibration energy scavengers","year":2007,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Microfabrication; Fabrication; Microelectromechanical systems; Piezoelectricity; Energy harvesting; Materials science; Vibration; Mechanical energy; Electromechanical coupling coefficient; Electronic engineering; Power (physics); Optoelectronics; Engineering; Acoustics; Composite material","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":[0.0004159935,0.000307756,0.0005884354,0.0006021124,0.0003232056,0.00053994,0.00068589,0.000563653,0.009112513],"category_scores_gemma":[0.0006358854,0.0001510794,0.0003924944,0.0003380721,0.0001658431,0.0005154361,0.0002974365,0.0002222614,0.001517439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001911823,"about_ca_system_score_gemma":0.000211044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002730305,"about_ca_topic_score_gemma":0.0005290285,"domain_scores_codex":[0.9997498,0.00002660308,0.0000147202,0.00003277363,0.000149195,0.00002678217],"domain_scores_gemma":[0.9996705,0.0001364231,0.0000253398,0.00003285559,0.0001193572,0.00001538024],"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":[0.002032239,0.0002114641,0.001154024,0.001369395,0.0001754432,0.0001045267,0.0001041886,0.004635017,0.7720081,0.002127484,0.001906157,0.214172],"study_design_scores_gemma":[0.0001518192,0.003278505,0.008696312,0.0001204725,0.0005280337,0.0003673005,0.0002549465,0.02151388,0.9272219,0.0007731001,0.0370505,0.00004327817],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8625492,0.02684709,0.07412698,0.0007515352,0.000838333,0.0002923085,0.0005611836,0.0008751139,0.0331582],"genre_scores_gemma":[0.946749,0.004680286,0.01706196,0.0001662674,0.0001059441,0.0001225474,0.0003341951,0.00006531194,0.03071442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009112513,"threshold_uncertainty_score":0.03048438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041345692989258,"score_gpt":0.247273363114587,"score_spread":0.2268599061846944,"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."}}