{"id":"W2150689787","doi":"10.1109/apec.2003.1179211","title":"An intelligent control for the DG interface to mitigate voltage flicker","year":2003,"lang":"en","type":"article","venue":"","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Interface (matter); Flicker; Computer science; Voltage; Distributed generation; Control theory (sociology); Electronic engineering; Control engineering; Engineering; Control (management); 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":[0.0002866229,0.00009833596,0.0001006403,0.00002058759,0.00004921724,0.00004809372,0.0001595843,0.00003897382,0.0002203012],"category_scores_gemma":[0.00004307412,0.00006978497,0.00005097943,0.0000551376,0.00001439453,0.00006159706,0.000006321945,0.00008216204,0.000148295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002862687,"about_ca_system_score_gemma":0.000007558401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001047839,"about_ca_topic_score_gemma":0.00006098783,"domain_scores_codex":[0.9994521,0.00001653728,0.0001469521,0.0001046013,0.00006200767,0.0002178655],"domain_scores_gemma":[0.9995053,0.0001193417,0.000007686554,0.0002447087,0.00002575425,0.0000971877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001386889,0.0002222493,0.0001871113,0.0001923107,0.0006479332,0.00000486717,0.01222796,0.3723706,0.1125206,0.3727586,0.08319546,0.04553362],"study_design_scores_gemma":[0.0003225495,0.00007746564,0.00006377474,0.000008243886,0.00002237213,0.000001763654,0.0005761467,0.1224735,0.129597,0.001034258,0.7456285,0.0001944726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01776742,0.0003327855,0.9774582,0.0003488632,0.0004106897,0.0004022602,0.00001908287,0.000171384,0.003089252],"genre_scores_gemma":[0.9970468,0.00001798988,0.0009033308,0.0009891336,0.00003547801,0.00005553092,0.000001223503,0.00002119037,0.0009292905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9792794,"threshold_uncertainty_score":0.2845748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614603667104509,"score_gpt":0.2809886408701857,"score_spread":0.2548426041991406,"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."}}