{"id":"W2188549945","doi":"","title":"High power force oscillator and drive electronics","year":2012,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Diagnosis and Research on Alzheimer's Disease","funders":"","keywords":"Power electronics; Electronics; Electrical engineering; Power (physics); Engineering; Physics; Voltage","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":[0.0004059256,0.0005871254,0.0004643345,0.000593608,0.0005013573,0.001174468,0.000606651,0.001304244,0.05460372],"category_scores_gemma":[0.0005833674,0.0002704598,0.0003000637,0.0005256522,0.000572189,0.001642501,0.0007365851,0.0007527192,0.008671521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004038627,"about_ca_system_score_gemma":0.0001853788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001299565,"about_ca_topic_score_gemma":0.0003111185,"domain_scores_codex":[0.9997994,0.00001798624,0.000004689329,0.00005347473,0.000100453,0.00002405888],"domain_scores_gemma":[0.999701,0.0001142393,0.00001777382,0.00004158563,0.0000876734,0.00003767372],"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":[0.0003981593,0.0002196124,0.001075649,0.00127039,0.00008231273,0.0005337014,0.0005817332,0.002807853,0.4795814,0.1580865,0.05766436,0.2976983],"study_design_scores_gemma":[0.0001142074,0.0005609519,0.006666901,0.0001929564,0.00006754886,0.002004724,0.0002475601,0.02028545,0.1974224,0.0640293,0.7083222,0.00008574327],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1372521,0.02541365,0.2784766,0.01263591,0.006034956,0.0003201343,0.0006891643,0.002481247,0.5366962],"genre_scores_gemma":[0.3471333,0.00708214,0.03886882,0.0009555233,0.004908381,0.0001448479,0.0004803914,0.0004335186,0.5999931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05460372,"threshold_uncertainty_score":0.1826677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008126219415828294,"score_gpt":0.1980998951994917,"score_spread":0.1899736757836634,"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."}}