{"id":"W4401693818","doi":"10.1109/ictem60690.2024.10631936","title":"Improving Transient Stability in Power Systems Through Integration of Large-Scale Photovoltaic Power Plants","year":2024,"lang":"en","type":"article","venue":"","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Photovoltaic system; Transient (computer programming); Electric power system; Power (physics); Scale (ratio); Stability (learning theory); Computer science; Environmental science; Electrical engineering; Engineering; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002759118,0.0003053099,0.0002438028,0.0002217225,0.0001739427,0.0004167833,0.0002146103,0.0002540811,0.0008589341],"category_scores_gemma":[0.001191914,0.00009251371,0.0001868018,0.000255921,0.0002017611,0.0005034275,0.0002627481,0.0002948368,0.00008662685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002300689,"about_ca_system_score_gemma":0.0001211858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007240267,"about_ca_topic_score_gemma":0.001063953,"domain_scores_codex":[0.9998611,0.00004368294,0.000007757775,0.00001801588,0.00004960232,0.00001977676],"domain_scores_gemma":[0.9994308,0.0003350038,0.00009554148,0.00004623752,0.00007005019,0.00002224156],"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":[0.0006221083,0.0003506443,0.01096574,0.0002238708,0.0001156684,0.0005705191,0.0001539585,0.7215576,0.1646818,0.002259963,0.0003963048,0.09810183],"study_design_scores_gemma":[0.00007740514,0.002028355,0.01427267,0.00002617655,0.0001080536,0.0002706742,0.0001028545,0.9108318,0.06958919,0.001138926,0.001531073,0.00002279041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332776,0.0003338713,0.06146799,0.00006972036,0.00002034134,0.00003524361,0.00003305322,0.0004480689,0.004314026],"genre_scores_gemma":[0.9980843,0.00004112616,0.001720401,0.000002941828,0.000002563677,0.000002575255,0.000007867043,0.000005851929,0.0001322738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008589341,"threshold_uncertainty_score":0.002873421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353289874462625,"score_gpt":0.2408462304836517,"score_spread":0.2273133317390254,"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."}}