{"id":"W4387011261","doi":"10.1109/pesgm52003.2023.10252442","title":"Adaptive Heterogeneous Transient Analysis of Wind Farm Integrated Comprehensive AC/DC Grids","year":2023,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Thread (computing); Grid; Multithreading; Control reconfiguration; Parallel computing; Transient (computer programming); Computational science; Distributed computing; Embedded system; Operating system","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":[0.0000333095,0.000130421,0.000297291,0.0003709442,0.00002167157,0.00001192241,0.00008444062,0.00005969643,0.0001705867],"category_scores_gemma":[0.000002925819,0.0001132989,0.0001676631,0.001530924,0.00002196339,0.00003086553,0.00001102723,0.000067213,0.00002433976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002895885,"about_ca_system_score_gemma":0.00000753632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007169314,"about_ca_topic_score_gemma":0.0001781048,"domain_scores_codex":[0.9993288,0.00001870032,0.0002323042,0.000138976,0.0001071074,0.0001741496],"domain_scores_gemma":[0.9996415,0.00003662395,0.00002306758,0.0001416992,0.0001105091,0.00004653604],"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":[0.0000170052,0.00001056723,0.00005891433,0.000008997319,0.001240924,0.000005964026,0.0003334526,0.979121,0.01221741,0.00002489192,0.0001484369,0.006812435],"study_design_scores_gemma":[0.0002802471,0.00004054249,0.002407512,0.00000624311,0.0003952946,9.726493e-7,0.0002586616,0.9887557,0.006541822,0.000005076964,0.00118282,0.0001251276],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9096904,0.0007308758,0.08641454,0.00003903396,0.0002518002,0.0002820562,0.0001612662,0.0007496333,0.001680376],"genre_scores_gemma":[0.9988714,0.0002516991,0.000533264,0.00003133091,0.00001495991,0.000005593449,0.00017001,0.0000176457,0.0001041038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08918097,"threshold_uncertainty_score":0.4620194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309757281704258,"score_gpt":0.2075151118848382,"score_spread":0.1944175390677956,"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."}}