{"id":"W2150146385","doi":"10.1109/pesc.2007.4342160","title":"Analysis of a Virtual Air Gap Variable Reactor","year":2007,"lang":"en","type":"article","venue":"","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Reactance; Thyristor; Air gap (plumbing); Harmonics; Control theory (sociology); Variable (mathematics); Integrated gate-commutated thyristor; Engineering; Electromagnetic coil; Power (physics); Voltage; Thyristor drive; Electrical engineering; Computer science; Physics; Control (management); Materials science","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":[0.000318524,0.00005194097,0.0001617125,0.0001511974,0.000007215602,0.000003508817,0.00005338754,0.00004119374,0.0008873121],"category_scores_gemma":[0.00002649208,0.00004672064,0.00005696289,0.0007467686,0.000008435179,0.00004859057,0.000007241266,0.00003016003,0.000008354054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002978147,"about_ca_system_score_gemma":0.000006572837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004104276,"about_ca_topic_score_gemma":0.00008194015,"domain_scores_codex":[0.9995121,0.000008267958,0.0002179367,0.00007031173,0.00008849385,0.000102907],"domain_scores_gemma":[0.9996601,0.00005606942,0.00001670993,0.0001810412,0.0000390183,0.0000470798],"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":[0.0000291079,0.000131508,0.04344521,0.00007965334,0.001828596,0.000002577876,0.0009655257,0.9044764,0.008526677,0.03803062,0.001622033,0.0008620924],"study_design_scores_gemma":[0.0003815205,0.00004270643,0.05769255,0.000009231128,0.0003888311,9.778445e-7,0.0005096042,0.913852,0.007321619,0.00003214459,0.01946141,0.0003073493],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04418651,0.00001350622,0.7368098,0.000003531053,0.00009089986,0.00003807052,0.000008122366,0.0001364141,0.2187131],"genre_scores_gemma":[0.9967697,0.000001449682,0.002643163,0.00001716857,0.000004204064,8.895758e-7,0.000008649428,0.000005398241,0.0005494053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9525831,"threshold_uncertainty_score":0.9715445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004113309324589,"score_gpt":0.2212228600826237,"score_spread":0.2111817269893778,"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."}}