{"id":"W7055640280","doi":"","title":"Co-Simulation of Back-to-Back VSC Transmission System","year":2011,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Transmission system; Electric power system; Power (physics); Control system; Control theory (sociology); Power transmission; Transmission (telecommunications)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000346311,0.0002806436,0.0006616953,0.0002080672,0.000139054,0.00002303372,0.00072172,0.0003548434,0.001436254],"category_scores_gemma":[0.00001419112,0.0003148537,0.0001583871,0.0001003281,0.00008250485,0.0002936518,0.00004782454,0.0001029195,0.003372464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200585,"about_ca_system_score_gemma":0.00008812092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002828652,"about_ca_topic_score_gemma":0.005592029,"domain_scores_codex":[0.9983889,0.0001903819,0.0002931644,0.0004167046,0.0004464741,0.0002643471],"domain_scores_gemma":[0.9984452,0.00004441957,0.000640231,0.000451215,0.0002893674,0.0001295665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002062824,0.00008248705,0.0001756345,0.003120903,0.00003842175,0.000009476154,0.002186587,0.001552234,0.9890528,0.00007750461,0.001060371,0.0005807505],"study_design_scores_gemma":[0.001387785,0.0005380115,0.02486251,0.003187659,0.0003064838,0.00000368121,0.02902473,0.0004009448,0.9302935,0.00001925855,0.009085173,0.0008902536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838913,0.00007558396,0.0007761949,0.00003138037,0.0006633338,0.0006235766,0.0001021145,0.00007169027,0.01376481],"genre_scores_gemma":[0.9930932,0.00001987498,0.002046054,0.000006590857,0.00005222271,4.81576e-7,0.0001399918,0.00004707427,0.004594521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05875929,"threshold_uncertainty_score":0.9999304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600772100362538,"score_gpt":0.2211958935952065,"score_spread":0.1951881725915811,"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."}}