{"id":"W3094093640","doi":"10.1109/access.2020.3032325","title":"A New Structure for PMG-Based WECSs With Battery Storage Systems","year":2020,"lang":"en","type":"article","venue":"IEEE Access","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00001594596,0.0001220193,0.0001514079,0.00002955026,0.00002967373,0.0001658785,0.0001952541,0.00005225525,0.00003841476],"category_scores_gemma":[0.000004108346,0.000101073,0.00002777075,0.0001272165,0.000004809575,0.0001973905,0.000005909442,0.00007141413,0.000003911511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002066328,"about_ca_system_score_gemma":0.00002977845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001929858,"about_ca_topic_score_gemma":0.00001377162,"domain_scores_codex":[0.9995087,0.000006999289,0.0001124271,0.0001384435,0.00008158051,0.0001518185],"domain_scores_gemma":[0.999708,0.00002355863,0.00002817795,0.000112951,0.00003360521,0.00009371566],"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":[0.00004310811,0.000001625091,0.0001766585,0.000194039,0.00002886354,0.000003370054,0.00005178202,0.983017,0.002358126,0.000004930481,0.01314367,0.0009768868],"study_design_scores_gemma":[0.00109458,0.00004466476,0.0001435902,0.00003374186,0.00003228664,0.000001647144,0.000008545632,0.9853042,0.004397263,0.000005706978,0.008753758,0.0001800348],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02439101,0.0005365778,0.9734533,0.0002863641,0.0005296288,0.0004106655,0.00006112621,0.0002678168,0.00006350996],"genre_scores_gemma":[0.9972535,0.0000054713,0.001605183,0.0004141268,0.0006002989,0.0000269302,0.00002938813,0.00004127595,0.00002377354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9728625,"threshold_uncertainty_score":0.4121637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273962989257266,"score_gpt":0.2050614775294299,"score_spread":0.1923218476368573,"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."}}