{"id":"W1984934774","doi":"10.1115/imece2012-86587","title":"Modeling of V-Shaped Beam-Mass Piezoelectric Energy Harvester: Impact of the Angle Between the Beams","year":2012,"lang":"en","type":"article","venue":"","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Unimorph; Cantilever; Piezoelectricity; Beam (structure); Bimorph; Materials science; Energy harvesting; Acoustics; Vibration; Optics; Power (physics); Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030847,0.0001960953,0.0002611962,0.0001381696,0.00006312627,0.00001717152,0.0006070043,0.0001271179,0.00001428081],"category_scores_gemma":[0.0001541037,0.000104703,0.0001492455,0.001023098,0.0001029285,0.0003103495,0.0001199409,0.0002179831,0.000001315985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008427817,"about_ca_system_score_gemma":0.00002708962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000404024,"about_ca_topic_score_gemma":0.000007891915,"domain_scores_codex":[0.9988809,0.00003584473,0.0003797338,0.0001023678,0.0001995905,0.0004016166],"domain_scores_gemma":[0.9990948,0.0001399361,0.00009221525,0.0005424437,0.0001031968,0.00002734483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007670233,0.00005621817,0.07794318,0.00005840315,0.0005609979,2.358781e-7,0.0002829075,0.7457203,0.130937,0.02804993,0.0004570628,0.0159261],"study_design_scores_gemma":[0.0003230961,0.0001212198,0.04126282,0.00007046593,0.00007803504,0.000004241946,0.0001256602,0.6327597,0.3221155,0.002513577,0.0002027584,0.0004228798],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7780435,0.0003214049,0.2188375,0.0000310241,0.0001020393,0.00007168926,0.000009531595,0.0003021881,0.002281081],"genre_scores_gemma":[0.9980977,0.00001438309,0.00158655,0.00001189468,0.00008537839,0.00001219648,0.00000394334,0.00003880135,0.0001491688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2200542,"threshold_uncertainty_score":0.4269664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111281539011151,"score_gpt":0.2351467317153106,"score_spread":0.2140339163251991,"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."}}