{"id":"W4396215649","doi":"10.2316/j.2024.203-0486","title":"REMEDIAL ACTION SCHEME FOR WIND POWER INJECTION WITH MINIMUM TRANSMISSION LINE LOSS, 1-10.","year":2024,"lang":"en","type":"article","venue":"International Journal of Power and Energy Systems","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Engineering Research Board","keywords":"Wind power; Electric power transmission; Transmission line; Grid; Automotive engineering; Electric power system; Computer science; Engineering; Electrical engineering; Power (physics); Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002428057,0.0001302657,0.0001687757,0.0002540838,0.0000351772,0.0001551008,0.00008076908,0.0001130305,0.00003129491],"category_scores_gemma":[0.00001005309,0.00009704453,0.00008340491,0.00008773032,0.00001682241,0.0003787321,0.000004942256,0.0001307354,0.000002343821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141654,"about_ca_system_score_gemma":0.00003471909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003993795,"about_ca_topic_score_gemma":0.00001150799,"domain_scores_codex":[0.9990276,0.00002033806,0.0003993939,0.0001163395,0.0003242741,0.0001120367],"domain_scores_gemma":[0.9994775,0.00003870959,0.0000826958,0.00004858624,0.0002745421,0.0000779682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006999615,0.000437908,0.0009505827,0.002065746,0.007932938,0.0009125235,0.008518635,0.2804081,0.423989,0.00802512,0.05883463,0.2009252],"study_design_scores_gemma":[0.001581362,0.001185246,0.0002081269,0.001604294,0.00005343421,0.002848794,0.0004845134,0.1138875,0.003955559,0.00009876353,0.8737757,0.0003166873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2447535,0.005744797,0.723173,0.0004092001,0.02321451,0.000192904,0.0000273478,0.0001873096,0.002297394],"genre_scores_gemma":[0.9970188,0.0001602851,0.00019411,0.00000832254,0.001486999,0.000008840643,0.0000081669,0.00003030992,0.001084236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.814941,"threshold_uncertainty_score":0.3957361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009824988360254267,"score_gpt":0.246399324158023,"score_spread":0.2365743357977687,"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."}}