{"id":"W2794488167","doi":"10.5539/nct.v3n1p1","title":"Controllability of Complex Power Networks","year":2017,"lang":"en","type":"article","venue":"Network and Communication Technologies","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Controllability; Power network; Network controllability; Power (physics); Complex network; Computer science; Basis (linear algebra); Control theory (sociology); Electric power system; Mathematics; Artificial intelligence; Control (management); Physics; Statistics; Centrality; Applied 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":[0.0003650341,0.0001435619,0.0003584729,0.00003762127,0.0007069408,0.0001008752,0.001174049,0.00008586883,0.00008776115],"category_scores_gemma":[0.00003014394,0.0001311084,0.00007761872,0.0001031531,0.000810565,0.0001233034,0.0009789298,0.0002363116,0.000001239284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008982528,"about_ca_system_score_gemma":0.00000961484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001432017,"about_ca_topic_score_gemma":0.00003063008,"domain_scores_codex":[0.9991166,0.00006937799,0.0003236045,0.0001916238,0.00008658545,0.0002122038],"domain_scores_gemma":[0.9967565,0.0001594064,0.0004898362,0.00245532,0.0001178185,0.00002109745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002975911,0.00009404308,0.3878284,0.000005427061,0.0001606116,1.272891e-7,0.00004370076,0.0005256446,0.0001110287,0.3742365,0.00594026,0.2310245],"study_design_scores_gemma":[0.001039698,0.0001613627,0.2640357,0.0001323578,0.000131432,0.00000103514,0.001020451,0.03862707,0.0006411956,0.6581004,0.03551962,0.0005895998],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5773779,0.01484926,0.1890163,0.01109039,0.0002094015,0.002024022,0.00004245398,0.003149131,0.2022412],"genre_scores_gemma":[0.9930616,0.0003407751,0.006437697,0.00001557446,0.0000283273,0.00004485407,0.00001725011,0.000009516952,0.00004437712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4156837,"threshold_uncertainty_score":0.5437288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698717356125295,"score_gpt":0.2807235702971405,"score_spread":0.2637363967358876,"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."}}