{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005055561,0.0007607322,0.000412651,0.0006232178,0.0003142734,0.001351299,0.0009179841,0.0004247441,0.004192121],"category_scores_gemma":[0.002051308,0.0001779081,0.0003081438,0.0004301212,0.0006030909,0.00209778,0.0007781605,0.001007848,0.001098003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009207631,"about_ca_system_score_gemma":0.0003383607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003822432,"about_ca_topic_score_gemma":0.0003748135,"domain_scores_codex":[0.9994822,0.00006973411,0.00001732044,0.0001071875,0.0002774422,0.00004611139],"domain_scores_gemma":[0.9995114,0.0001734805,0.000069444,0.00006714959,0.0001623633,0.00001609762],"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":[0.0002228105,0.0001044224,0.002249218,0.0003534443,0.00006274571,0.0005732295,0.0003687656,0.269504,0.05055055,0.3618342,0.00706976,0.3071068],"study_design_scores_gemma":[0.00003394085,0.0002617984,0.00119586,0.00008431406,0.00004908428,0.001108472,0.00007280814,0.860218,0.02302458,0.07134231,0.04256256,0.00004622445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02356577,0.001482119,0.9413853,0.0003647729,0.0001764074,0.00005278355,0.00007906245,0.000972892,0.03192085],"genre_scores_gemma":[0.9297482,0.001362399,0.05025653,0.000327018,0.0002961089,0.0001002159,0.0001153674,0.0002709343,0.01752319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004192121,"threshold_uncertainty_score":0.01402402,"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."}}