{"id":"W2534329290","doi":"10.2172/1167065","title":"Western Wind and Solar Integration Study Phase 3 – Frequency Response and Transient Stability","year":2014,"lang":"en","type":"report","venue":"","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Electric power system; Wind power; Environmental science; Transient (computer programming); Meteorology; Frequency grid; Grid; Variable renewable energy; Engineering; Computer science; Electrical engineering; Power (physics); Geography; Physics; Voltage","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004913927,0.0004063178,0.0003528274,0.0004857868,0.0002897138,0.0004439244,0.0002644543,0.0002007885,0.002256317],"category_scores_gemma":[0.0005845384,0.00016678,0.0003374635,0.0006721138,0.0001565259,0.0004380467,0.0003692758,0.000485493,0.000496527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005425665,"about_ca_system_score_gemma":0.0008583038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01876917,"about_ca_topic_score_gemma":0.02563229,"domain_scores_codex":[0.9997244,0.00004894005,0.00001278212,0.0000339364,0.0001496419,0.00003020295],"domain_scores_gemma":[0.9995133,0.00007523338,0.0000479391,0.00004532779,0.0002762288,0.00004213478],"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":[0.003679798,0.00561691,0.1526668,0.0005247159,0.0006567412,0.001704356,0.001033437,0.5039169,0.04700793,0.02322463,0.06612334,0.1938444],"study_design_scores_gemma":[0.0006295949,0.004725449,0.3662747,0.0001371427,0.0003427438,0.000634815,0.001513684,0.4560598,0.07776307,0.005607865,0.08618232,0.0001289127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8892041,0.0003347788,0.01186231,0.0003275039,0.00004620192,0.0006277171,0.003242058,0.0001822977,0.09417302],"genre_scores_gemma":[0.9637809,0.0004852263,0.007048061,0.00009588676,0.00003870239,0.0003189539,0.00691109,0.00007437079,0.02124687],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01876917,"threshold_uncertainty_score":0.03731984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03469524211939177,"score_gpt":0.2930819114533972,"score_spread":0.2583866693340054,"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."}}