{"id":"W4407892014","doi":"10.18280/jesa.580108","title":"Studying the Effect of Voltage Unbalance on the Working Characteristics of LSPMSM","year":2025,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Electric Power Systems and Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Voltage; Materials science; Electrical engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002591504,0.0003819798,0.0009121252,0.000191971,0.0003790655,0.0001975895,0.0007715563,0.0001334856,0.00004685978],"category_scores_gemma":[0.0007335913,0.0002198752,0.000344357,0.0008135841,0.0001824655,0.0001080151,0.00008998917,0.0009341892,0.00002198505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002745329,"about_ca_system_score_gemma":0.0001048782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000877934,"about_ca_topic_score_gemma":0.000009320271,"domain_scores_codex":[0.9964885,0.0009996126,0.001283107,0.0001837856,0.0005137748,0.0005312201],"domain_scores_gemma":[0.995899,0.002476353,0.0008513798,0.0005499171,0.0001520178,0.00007132193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001110569,0.00007135127,0.0283661,0.002322177,0.00159155,0.0001052096,0.001518235,0.001552487,0.007746102,0.01514161,0.003832124,0.937642],"study_design_scores_gemma":[0.00169409,0.001273727,0.8952843,0.02060113,0.0008641005,0.0003850941,0.0002622143,0.05983474,0.00631578,0.0009486593,0.01207128,0.0004648668],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031509,0.05779865,0.02108203,0.0009853092,0.006858842,0.001010922,0.00002732893,0.0001049107,0.008981097],"genre_scores_gemma":[0.9954285,0.0008047806,0.00005531899,0.00005887972,0.0004526814,0.00002057233,4.701451e-7,0.00005152154,0.003127279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9371771,"threshold_uncertainty_score":0.8966249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009723185745256862,"score_gpt":0.2256912564720448,"score_spread":0.2159680707267879,"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."}}