{"id":"W2535280166","doi":"10.1109/tdc.2002.1178327","title":"Reactive power compensation of radial distribution feeders: a new approach","year":2003,"lang":"en","type":"article","venue":"IEEE PES Transmission and Distribution Conference and Exhibition","topic":"Optimal Power Flow Distribution","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Capacitor; Closeness; AC power; Compensation (psychology); Mathematical optimization; Heuristic; Computer science; Power (physics); Mathematics; Engineering; Voltage; Electrical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001960211,0.0002313304,0.0002620228,0.00004902395,0.000135599,0.00007508637,0.00004553554,0.0002001851,0.00008766934],"category_scores_gemma":[0.00003353507,0.0002327087,0.00006531931,0.0001946535,0.0001213552,0.0004075298,0.000004895196,0.0001751775,0.000006238975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009804624,"about_ca_system_score_gemma":0.00006499024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003636947,"about_ca_topic_score_gemma":0.000002536998,"domain_scores_codex":[0.9988294,0.00007229937,0.0003446856,0.0002989044,0.0002103704,0.0002443296],"domain_scores_gemma":[0.999405,0.00003837697,0.00007346254,0.0001215539,0.0001307213,0.0002308922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001421737,0.001182456,0.002426021,0.00150722,0.0003193582,0.00001346245,0.005005483,0.003825063,0.5350056,0.2974044,0.0378576,0.1140316],"study_design_scores_gemma":[0.0176456,0.001719638,0.05638355,0.001564052,0.0007780547,0.0004316414,0.007750223,0.1754097,0.6105751,0.02397107,0.09960435,0.00416698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3161897,0.0002533993,0.6804186,0.00008066441,0.0001335319,0.0002502385,0.0004539972,0.0001133886,0.002106569],"genre_scores_gemma":[0.9965574,0.0002898895,0.000423255,0.00001164784,0.00002574602,0.00001190159,0.002645781,0.00001202218,0.00002239968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6803677,"threshold_uncertainty_score":0.9489583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839642496882517,"score_gpt":0.2247453444256506,"score_spread":0.2063489194568254,"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."}}