{"id":"W3009286582","doi":"10.1007/978-3-030-39346-5_5","title":"Multiphase Machine Design","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Benchmark (surveying); Computer science; Equivalence (formal languages); Mathematics; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001297029,0.000791355,0.0004888239,0.0005879396,0.000423867,0.0007881592,0.0007038953,0.0006311818,0.04170328],"category_scores_gemma":[0.0001980812,0.0003684765,0.000266532,0.0006774276,0.0003027355,0.001014572,0.0006158113,0.0006722619,0.01949097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000340505,"about_ca_system_score_gemma":0.0002495038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000257707,"about_ca_topic_score_gemma":0.0007061303,"domain_scores_codex":[0.9998496,0.00001798788,0.000005147743,0.00003216944,0.00008453448,0.00001062035],"domain_scores_gemma":[0.9999362,0.000009715027,0.000003850344,0.00002041141,0.00002455075,0.00000530638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005239223,0.00006157503,0.00009684728,0.0004874069,0.00002006392,0.00008800175,0.000112607,0.0123654,0.02106898,0.1307674,0.08612095,0.7487584],"study_design_scores_gemma":[0.000009900557,0.00009473437,0.0003508866,0.0001293288,0.00001105424,0.0002809873,0.00002625162,0.01588331,0.005683458,0.06074765,0.9167692,0.0000132031],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00275686,0.01140627,0.4135725,0.0004706219,0.001732487,0.0001000631,0.0002839793,0.001714177,0.5679631],"genre_scores_gemma":[0.05678223,0.008101633,0.106216,0.000360247,0.0005004111,0.0001726678,0.0006467728,0.0005163517,0.8267036],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04170328,"threshold_uncertainty_score":0.1395114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03602457727789408,"score_gpt":0.1937921832730785,"score_spread":0.1577676059951845,"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."}}