{"id":"W2248498516","doi":"10.1049/joe.2015.0033","title":"Hybrid algorithm for rotor angle security assessment in power systems","year":2015,"lang":"en","type":"article","venue":"The Journal of Engineering","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Rotor (electric); Computer science; Algorithm; Control theory (sociology); Engineering; Electrical engineering; Artificial intelligence","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":[0.001105461,0.0007084696,0.0007253655,0.0009651295,0.0003684191,0.0009316818,0.0006402236,0.0007175711,0.002313008],"category_scores_gemma":[0.002678253,0.000327569,0.0004250463,0.0006526199,0.0004962045,0.001003231,0.0008238453,0.0007517049,0.0005162152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004559572,"about_ca_system_score_gemma":0.0006409293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002730464,"about_ca_topic_score_gemma":0.002159643,"domain_scores_codex":[0.9995229,0.0001764849,0.00003675135,0.0000881593,0.0001397298,0.00003595209],"domain_scores_gemma":[0.9989391,0.0006599841,0.00008977918,0.00007527899,0.0002087935,0.00002708284],"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":[0.0001724134,0.00003819551,0.001008383,0.00004924971,0.00006015986,0.00004042641,0.00008039875,0.7736285,0.00356659,0.007403686,0.0005767259,0.2133753],"study_design_scores_gemma":[0.000006832629,0.00001999425,0.00008318308,0.000002239708,0.000002392879,0.00000791906,0.000004395829,0.9982628,0.0003018819,0.001128493,0.000177012,0.000002811359],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009604493,0.00006743428,0.9894387,0.00002261009,0.00001063498,0.00003183074,0.00001360704,0.0002907082,0.0005199488],"genre_scores_gemma":[0.4132114,0.0001144696,0.5840545,0.00004971557,0.00002897766,0.000262637,0.0001182221,0.0001013484,0.002058734],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002730464,"threshold_uncertainty_score":0.007737815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118720896960682,"score_gpt":0.2359809740852443,"score_spread":0.2241088843891761,"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."}}