{"id":"W4224236861","doi":"10.18280/rces.090102","title":"Research on Pre-Synchronization Control Strategy of Optical Storage VSG Off-Grid Switching","year":2022,"lang":"en","type":"article","venue":"Review of Computer Engineering Studies","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microgrid; Synchronizing; Computer science; Inrush current; Grid; Synchronization (alternating current); Inverter; Frequency grid; Control theory (sociology); Voltage; Electronic engineering; Control (management); Engineering; Transformer; Electrical engineering; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001523116,0.0004229487,0.0003043248,0.0002965033,0.000268945,0.0006301671,0.0005153539,0.0002380042,0.001283293],"category_scores_gemma":[0.0001986972,0.0001050623,0.000252312,0.0002667013,0.0002438391,0.0004691189,0.0001924648,0.0002677239,0.0001212104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003222054,"about_ca_system_score_gemma":0.0003712831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003174701,"about_ca_topic_score_gemma":0.00201932,"domain_scores_codex":[0.9998544,0.00001791919,0.000009549664,0.00004355627,0.00005157082,0.00002290192],"domain_scores_gemma":[0.9999214,0.00001382389,0.00001516567,0.000007606198,0.00003494232,0.000007041966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007066097,0.0002837835,0.00369633,0.00093853,0.0001237552,0.0005637157,0.0006245921,0.2009958,0.1535209,0.0383526,0.004148002,0.5960454],"study_design_scores_gemma":[0.00007296155,0.0006819615,0.003410933,0.00007052844,0.00008848138,0.0002604236,0.0001972624,0.9469829,0.03466449,0.005108089,0.008430092,0.00003185315],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2276535,0.004491473,0.7305039,0.000530913,0.0004733269,0.0001968641,0.00006279739,0.001116577,0.03497073],"genre_scores_gemma":[0.990795,0.0006724559,0.005988075,0.00004762048,0.00004181193,0.0000251118,0.00001822101,0.000008805669,0.002402812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003174701,"threshold_uncertainty_score":0.00631243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916150427542909,"score_gpt":0.3153255743547426,"score_spread":0.2861640700793135,"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."}}