{"id":"W2072684789","doi":"10.1109/ccece.2008.4564823","title":"A simple induction machine model for predicting low frequency dynamics","year":2008,"lang":"en","type":"article","venue":"Conference proceedings - Canadian Conference on Electrical and Computer Engineering","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Rotor (electric); Computer science; Bar (unit); Control theory (sociology); Simple (philosophy); Steady state (chemistry); Engineering; Artificial intelligence; Mechanical engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009607859,0.000373789,0.0003787582,0.0005128825,0.0002278738,0.0001479872,0.0002476657,0.0002017355,0.00001343917],"category_scores_gemma":[0.0000369825,0.0003983921,0.00008248328,0.0005148696,0.00003339816,0.000240741,0.00001647605,0.0004749346,0.000003164943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000336957,"about_ca_system_score_gemma":0.0002280296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009888763,"about_ca_topic_score_gemma":0.001066031,"domain_scores_codex":[0.9982679,0.000003881654,0.0003219671,0.0004442843,0.0001874686,0.0007745114],"domain_scores_gemma":[0.9990289,0.00003921053,0.00004485017,0.000108553,0.0002262923,0.0005522367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000861071,0.0002175384,0.02156451,0.001339841,0.0008885778,0.00009967114,0.003931561,0.1707239,0.0141599,0.3368448,0.004563362,0.4455803],"study_design_scores_gemma":[0.0002708746,0.0001543841,0.0007188529,0.00005682784,0.0000260698,0.00004321882,0.000004870634,0.9968969,0.0001561138,0.001171734,0.00005510292,0.0004450805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1836541,0.0001417691,0.8141978,0.0001713918,0.0001183231,0.0004046071,0.00004307289,0.0004929723,0.0007758967],"genre_scores_gemma":[0.9940758,0.0001834371,0.005208142,0.00009067245,0.000176708,0.00009549373,0.00003731233,0.00005158237,0.00008078813],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.826173,"threshold_uncertainty_score":0.9998468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01515849080218983,"score_gpt":0.184868907344696,"score_spread":0.1697104165425062,"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."}}