{"id":"W4200250565","doi":"10.1002/9781119214236.ch4","title":"PV‐STATCOM","year":2021,"lang":"en","type":"other","venue":"","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Static VAR compensator; Photovoltaic system; Compensation (psychology); Control theory (sociology); AC power; Voltage; Shunt (medical); Engineering; Voltage regulation; Computer science; Electrical engineering; Control (management)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001237354,0.0005621827,0.0002717761,0.0005825523,0.0004187859,0.001464973,0.000597355,0.0008546257,0.1133361],"category_scores_gemma":[0.0002431114,0.0002253532,0.000225728,0.0008804427,0.000202225,0.001224016,0.0006976626,0.001057807,0.07548776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004101997,"about_ca_system_score_gemma":0.000376802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005698598,"about_ca_topic_score_gemma":0.0010086,"domain_scores_codex":[0.9998114,0.000017796,0.00000784955,0.00002908349,0.0001138554,0.00002015907],"domain_scores_gemma":[0.9999107,0.00001264304,0.000006957236,0.00001516492,0.00004436048,0.00001026058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009584954,0.00008793837,0.0003106343,0.000383355,0.00001297807,0.0002240738,0.00008986088,0.003915816,0.008267659,0.07583119,0.3363594,0.5744213],"study_design_scores_gemma":[0.00000870252,0.00002939368,0.0001686961,0.0000418683,0.000003529622,0.0002176838,0.00001564004,0.002413112,0.002123455,0.005402519,0.9895698,0.000005615449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001875765,0.002923826,0.03654063,0.0007616424,0.001193944,0.00009269328,0.001092528,0.004053507,0.9514655],"genre_scores_gemma":[0.0389852,0.005192061,0.01158112,0.001019096,0.0004645117,0.0001000383,0.002195888,0.0006229615,0.9398392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8866639,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007217778213109749,"score_gpt":0.1969738271317742,"score_spread":0.1897560489186645,"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."}}