{"id":"W3019166419","doi":"10.1109/tpwrs.2020.2989632","title":"Power System Loss Divider","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Power Systems","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Current divider; AC power; Topology (electrical circuits); Control theory (sociology); Quadratic equation; Wilkinson power divider; Voltage; Operating point; Steady state (chemistry); Power (physics); Power dividers and directional couplers; Computer science; Engineering; Electrical engineering; Mathematics; Voltage divider; Frequency divider; Physics; Geometry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001957035,0.0003432511,0.0004573943,0.0001114797,0.0001450963,0.000135706,0.0002638121,0.0001924385,0.0003307971],"category_scores_gemma":[0.000005003791,0.0003331616,0.0002015908,0.0004411453,0.00004003556,0.0002392773,0.000001295487,0.0003084344,0.000973316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209684,"about_ca_system_score_gemma":0.000029296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001608722,"about_ca_topic_score_gemma":0.000003771164,"domain_scores_codex":[0.998034,0.0001250634,0.0006314736,0.0004035674,0.000414872,0.0003910415],"domain_scores_gemma":[0.9988995,0.00006985003,0.00005835078,0.0005065228,0.00009963167,0.0003662011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005799218,0.00009745293,0.00008627072,0.0008391124,0.000292725,0.00005147606,0.003432017,0.9874462,0.0005626736,0.000683851,0.006407472,0.00004268479],"study_design_scores_gemma":[0.003076682,0.0005792659,0.0002494313,0.0007161347,0.0001502743,0.0002652438,0.006227992,0.8123569,0.00672306,0.000003213369,0.1672524,0.002399391],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003076626,0.0002738057,0.9661908,0.0001583292,0.006190338,0.0005804876,0.0001623558,0.001894336,0.02147297],"genre_scores_gemma":[0.9992833,0.000007870325,0.00007449248,0.0001134545,0.00001524375,0.0001068643,0.000002763338,0.00008563382,0.0003104284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9962066,"threshold_uncertainty_score":0.999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235439087883125,"score_gpt":0.1975051808581995,"score_spread":0.1851507899793683,"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."}}