{"id":"W4395958671","doi":"10.18280/jesa.570223","title":"The Impact of Hybrid Power Generations on a Power System's Voltage Stability","year":2024,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Mosul","keywords":"Power (physics); Stability (learning theory); Electric power system; Computer science; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007144177,0.0003306589,0.0002697953,0.0004364211,0.0003472245,0.00110359,0.0002430106,0.000356398,0.001921208],"category_scores_gemma":[0.002756988,0.0001617531,0.0002847174,0.0003420584,0.000410169,0.0008200246,0.0004456084,0.0004076464,0.0001423333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005629776,"about_ca_system_score_gemma":0.0001914669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344738,"about_ca_topic_score_gemma":0.00304631,"domain_scores_codex":[0.9994594,0.0002415486,0.00002123204,0.00005897772,0.0001395998,0.00007918341],"domain_scores_gemma":[0.9976681,0.001652698,0.0002025066,0.0001217793,0.0002649141,0.00009002217],"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":[0.001124554,0.0001958505,0.03610824,0.0001213938,0.0002451583,0.001154528,0.0002121538,0.8840921,0.02558248,0.004887304,0.0006626581,0.04561353],"study_design_scores_gemma":[0.00008050804,0.00161882,0.05025688,0.00003103803,0.0001697979,0.0004654637,0.0005486738,0.9254587,0.01547246,0.004487797,0.001361767,0.000048099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841523,0.0001809848,0.008426779,0.00008721058,0.00001697273,0.0000144422,0.00009640847,0.0001149339,0.006909872],"genre_scores_gemma":[0.9995447,0.00001770461,0.0002475971,0.000004035504,0.000001753762,0.000001645177,0.00001257696,0.000004422921,0.0001656364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003344738,"threshold_uncertainty_score":0.006650567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167016675577086,"score_gpt":0.2648529695122935,"score_spread":0.2481513019545849,"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."}}