{"id":"W3095662009","doi":"10.1109/ecce44975.2020.9235774","title":"CCS-MPC with Long Predictive Horizon for Grid-Connected Current Source Converter","year":2020,"lang":"en","type":"article","venue":"","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Model predictive control; Control theory (sociology); Robustness (evolution); Computer science; Grid; Control (management); Mathematics","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":[0.00002987583,0.0002475861,0.0002491207,0.00003881851,0.00004894202,0.00004358283,0.0001616563,0.0000647897,0.0002012537],"category_scores_gemma":[0.00001037782,0.0001969017,0.00008249666,0.000117539,0.00003710195,0.0001597591,0.00002371313,0.000157873,0.00005812159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004327218,"about_ca_system_score_gemma":0.0000210875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001314383,"about_ca_topic_score_gemma":0.00001355837,"domain_scores_codex":[0.9990289,0.00001108531,0.0001918237,0.0002909553,0.0001478078,0.0003294597],"domain_scores_gemma":[0.9994912,0.00005106826,0.00002660374,0.0001541448,0.00006328083,0.0002137524],"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":[0.0006839095,0.0001017908,0.006170361,0.0009873332,0.0008082236,0.0000170296,0.005096885,0.006343331,0.002143796,0.0003062087,0.1207322,0.856609],"study_design_scores_gemma":[0.001482145,0.000354979,0.0008559454,0.00004371386,0.00005731739,0.000002893962,0.0002668952,0.9771803,0.003460828,0.000009058005,0.01595869,0.0003272325],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01834258,0.0001398771,0.978466,0.0003008669,0.0005836457,0.000584751,0.00004788731,0.0007146933,0.0008197454],"genre_scores_gemma":[0.9983781,0.0000208406,0.0004615419,0.0004769515,0.0003313756,0.0001146537,0.00005027473,0.00006490501,0.0001013791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9800355,"threshold_uncertainty_score":0.8029416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625145929681705,"score_gpt":0.201814167136883,"score_spread":0.185562707840066,"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."}}