{"id":"W2790949674","doi":"10.1049/iet-rpg.2017.0575","title":"Towards robust OPF solution strategy for the future AC/DC grids: case of VSC‐HVDC‐connected offshore wind farms","year":2018,"lang":"en","type":"article","venue":"IET Renewable Power Generation","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Etobicoke General Hospital","funders":"","keywords":"Offshore wind power; Wind power; Doubly fed electric machine; Submarine pipeline; Computer science; Marine engineering; Electrical engineering; Control theory (sociology); Engineering; AC power; Voltage; Control (management)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003825206,0.0002158229,0.0002125389,0.00008446215,0.0003046633,0.00009947076,0.000116426,0.0002567807,0.00009257315],"category_scores_gemma":[0.00002651672,0.0001667932,0.0000950653,0.0002777475,0.0000471359,0.0002632498,0.00001704752,0.0001102949,0.000007339017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008837694,"about_ca_system_score_gemma":0.00006304032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007625578,"about_ca_topic_score_gemma":0.007427557,"domain_scores_codex":[0.9988371,0.00004965189,0.0004038699,0.0002582706,0.0001660479,0.0002850561],"domain_scores_gemma":[0.9991306,0.00002185062,0.0001048291,0.0003557282,0.0003269927,0.00005999293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007010729,0.00004824388,0.00004704008,0.0001266874,0.0001847955,0.000009320067,0.001682481,0.6686064,0.2873417,0.0004493911,0.0248686,0.01656528],"study_design_scores_gemma":[0.0009264061,0.0005248755,0.0003106016,0.00004404609,0.00008589825,0.0002319895,0.001578205,0.7298785,0.2210674,0.0001157431,0.04482801,0.0004082721],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4568054,0.001793508,0.5336465,0.0002381912,0.004690175,0.001325904,0.0001242507,0.0002453001,0.00113074],"genre_scores_gemma":[0.9947501,0.00006602417,0.001329315,0.00002236383,0.003294925,0.0001055219,0.0001017985,0.00004440416,0.000285518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5379447,"threshold_uncertainty_score":0.6801627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02857314196194271,"score_gpt":0.2510780394532141,"score_spread":0.2225048974912713,"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."}}