{"id":"W4416725842","doi":"10.1109/mwscas53549.2025.11244414","title":"Optimized Switching in Energy Harvesting Circuit at Interface with Triboelectric Nanogenerator","year":2025,"lang":"","type":"article","venue":"","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Triboelectric effect; Nanogenerator; Energy harvesting; Rectifier (neural networks); Power (physics); Power management; Capacitor; Inductor; Power management system","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":[0.0001231422,0.0001800354,0.0001919176,0.0000845936,0.0001037389,0.0002746808,0.0004584977,0.0002117385,0.001076442],"category_scores_gemma":[0.0001303791,0.00007972043,0.0001074094,0.0001622092,0.0001668783,0.0004123093,0.0001288552,0.0001884635,0.0002519375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002573,"about_ca_system_score_gemma":0.00009750914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006536377,"about_ca_topic_score_gemma":0.0001430353,"domain_scores_codex":[0.9999259,0.000008627904,0.000005291019,0.00002565055,0.00002121597,0.00001334388],"domain_scores_gemma":[0.999939,0.00001760728,0.00001337916,0.00001023753,0.00001386308,0.000006010221],"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":[0.00005030254,0.00003141627,0.000196291,0.00006316439,0.000005117826,0.00004625861,0.00002222802,0.001422172,0.9855414,0.00167684,0.0001292921,0.01081558],"study_design_scores_gemma":[0.00003258923,0.000302112,0.0008228484,0.000006044571,0.00001392625,0.0001423814,0.0000304134,0.05236264,0.9423121,0.001010574,0.002953994,0.00001043727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8516452,0.0008086828,0.1376506,0.0003326385,0.00008861147,0.00007673351,0.0001256148,0.0003834616,0.00888846],"genre_scores_gemma":[0.98183,0.0001182137,0.01686015,0.0000421794,0.000009076593,0.00002385219,0.00002417315,0.00002038509,0.001071951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001076442,"threshold_uncertainty_score":0.003601015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053627839364479,"score_gpt":0.2219271801951868,"score_spread":0.211390901801542,"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."}}