{"id":"W2108715250","doi":"10.1109/iemdc.2011.5994626","title":"Electromagnetic modelling of existing large hydro generator","year":2011,"lang":"en","type":"article","venue":"","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Hydro-Québec","funders":"","keywords":"Generator (circuit theory); Electromagnetic field; Focus (optics); Computer science; Shunt generator; Software; Electromagnetic simulation; Air gap (plumbing); Computational electromagnetics; Mechanical engineering; Permanent magnet synchronous generator; Engineering; Electronic engineering; Physics; Magnet; Power (physics); Optics; 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":[0.00008743396,0.00008277615,0.000132157,0.00008361761,0.00002150828,0.000004487524,0.00008099489,0.00003691184,0.0003874909],"category_scores_gemma":[0.000003718628,0.00007813613,0.00005629713,0.0002261007,0.000005224512,0.00003656562,0.000005874771,0.00006399818,0.00001545757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001211166,"about_ca_system_score_gemma":0.000006011285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003352742,"about_ca_topic_score_gemma":0.000005180065,"domain_scores_codex":[0.9994335,0.000009497836,0.0001721245,0.00008932586,0.00007846161,0.0002171505],"domain_scores_gemma":[0.9997849,0.00001146232,0.00001728205,0.0001216711,0.00002169535,0.00004298236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001873297,0.0002559657,0.001361166,0.0002934064,0.0005614758,0.00003481619,0.002042037,0.08576678,0.846912,0.02694958,0.001991867,0.03381222],"study_design_scores_gemma":[0.00008035239,0.00003250178,0.0000129235,0.000003967596,0.00002338932,0.000001157133,0.000004245861,0.8848718,0.1144827,0.0002705237,0.0001263026,0.00009008751],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2807366,0.0005949188,0.6370962,0.00000101721,0.00002535987,0.00004138235,9.254978e-7,0.0001813281,0.08132222],"genre_scores_gemma":[0.9532934,0.0000519505,0.04577949,0.00001106012,0.0000328889,0.000003940874,0.000001396868,0.00001816034,0.0008076644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.799105,"threshold_uncertainty_score":0.4242754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0461467609381726,"score_gpt":0.2075626381672898,"score_spread":0.1614158772291172,"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."}}