{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004770347,0.0002111218,0.0002356926,0.0001111783,0.00001794011,0.00003596471,0.00005705072,0.0001281579,0.000216274],"category_scores_gemma":[0.000005790338,0.000189453,0.00003781597,0.00004397178,0.00001119423,0.00001522477,0.00001558013,0.00007212628,0.000003158737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202218,"about_ca_system_score_gemma":0.00006886636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4142376,"about_ca_topic_score_gemma":0.8742592,"domain_scores_codex":[0.9992583,0.000005324677,0.000206515,0.0002331826,0.0001060011,0.000190717],"domain_scores_gemma":[0.9997122,0.00001325946,0.00003786627,0.0001555722,0.00001433507,0.00006682477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001514273,0.000004197077,0.000006410147,0.0003510488,0.0001086584,0.00007774538,0.0000422335,0.005868165,0.0007521624,0.0000924344,0.9916158,0.00107957],"study_design_scores_gemma":[0.0001198737,0.000007368975,0.000001917376,0.00009689126,0.00003889754,0.00002544889,0.00001383722,0.1412428,0.000349442,0.000004650377,0.8578516,0.0002473008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006335753,0.02098483,0.4713374,0.00009892153,0.01015683,0.000782699,0.0002342422,0.001253985,0.4945175],"genre_scores_gemma":[0.03074229,0.0005146864,0.002085403,0.0002040569,0.001151135,0.0001144615,0.0002729449,0.000916763,0.9639983],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4694808,"threshold_uncertainty_score":0.772567,"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."}}