{"id":"W7029391437","doi":"","title":"Key Component for Enhancing Energy Storage Inverter Efficiency – YMIN Capacitors – US and Canada Report","year":2024,"lang":"en","type":"other","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Component (thermodynamics); Capacitor; Key (lock); Energy storage; Inverter; Efficient energy use","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005358002,0.0005005703,0.0001751043,0.0007340572,0.001760584,0.001263942,0.0006717626,0.0004930174,0.02669689],"category_scores_gemma":[0.0004251056,0.0001559876,0.0001920835,0.00102075,0.0002595366,0.0005665421,0.0004087026,0.000513026,0.002316336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01249282,"about_ca_system_score_gemma":0.02412452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8411235,"about_ca_topic_score_gemma":0.9227051,"domain_scores_codex":[0.9996262,0.00001443761,0.000005079231,0.00002573562,0.0002362589,0.00009216647],"domain_scores_gemma":[0.9992712,0.00001499795,0.00001071685,0.00001936717,0.0006128456,0.00007081879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005553449,0.000280832,0.005883182,0.000494468,0.00006276779,0.0002491561,0.0002309527,0.01133434,0.03422515,0.03123967,0.6398919,0.2755522],"study_design_scores_gemma":[0.00008761769,0.0001282184,0.01811769,0.00009752038,0.0000476206,0.00009538095,0.0004935762,0.007432369,0.05911504,0.001704383,0.9126452,0.00003528406],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06057901,0.002729899,0.01255798,0.007515057,0.000765447,0.0005645861,0.01196863,0.001505872,0.9018135],"genre_scores_gemma":[0.3265215,0.003039245,0.01151644,0.0008027233,0.00007853096,0.0001050351,0.00629981,0.0002244347,0.6514123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1588765,"threshold_uncertainty_score":0.3196242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00263231568072391,"score_gpt":0.1573363308316766,"score_spread":0.1547040151509526,"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."}}