{"id":"W1965593316","doi":"10.1109/pes.2008.4596051","title":"A new fuzzy based Representative Quality Power Factor for nonsinusoidal situations","year":2008,"lang":"en","type":"article","venue":"","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Power factor; Flexibility (engineering); Fuzzy logic; Computer science; Nonlinear system; Quality (philosophy); Lagging; Power (physics); Reliability engineering; Power quality; Electric power system; Factor (programming language); Non-sinusoidal waveform; Control theory (sociology); Engineering; Artificial intelligence; Mathematics; Telecommunications; Waveform","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":[0.0001020865,0.0001225971,0.0001647104,0.00005177595,0.0001023656,0.00001861262,0.00009756028,0.00007210031,0.0006793888],"category_scores_gemma":[0.0001118748,0.000122125,0.0001161598,0.0001205134,0.00002767124,0.0001484291,0.00001205855,0.00009929095,0.00008353771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005234551,"about_ca_system_score_gemma":0.0001037091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001035634,"about_ca_topic_score_gemma":0.0001138664,"domain_scores_codex":[0.999196,0.00003054546,0.0002473774,0.0001617609,0.0001485658,0.0002157547],"domain_scores_gemma":[0.9992414,0.0003016641,0.00002519434,0.0002434603,0.00005831186,0.0001300439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004331667,0.0006061518,0.004048229,0.0003223916,0.0008260809,0.00004306976,0.05210982,0.02931252,0.05880947,0.08285768,0.7617449,0.008886547],"study_design_scores_gemma":[0.01652933,0.0007050529,0.2877404,0.00009220487,0.0001724873,0.00004741885,0.004051631,0.1139425,0.2895829,0.02825491,0.2540515,0.004829693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1123879,0.00007917004,0.8599596,0.0008628338,0.0003633513,0.0004269074,0.0002612286,0.0006048658,0.02505416],"genre_scores_gemma":[0.9656091,0.000007499831,0.03148514,0.0002977867,0.00005737448,0.00002080104,0.00002719903,0.00002332524,0.002471744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8532212,"threshold_uncertainty_score":0.7438831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0992822574142412,"score_gpt":0.3292378709806539,"score_spread":0.2299556135664127,"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."}}