{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":59,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":59,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"9f7fd6ccc819","filters":{"venue":"2006 IEEE Power Engineering Society General Meeting"}},"results":[{"id":"W2045085958","doi":"10.1109/pes.2006.1709373","title":"One day ahead prediction of wind speed using annual trends","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Energy Load and Power Forecasting","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Wind speed; Wind power; Computer science; Interval (graph theory); Time series; Meteorology; Data set; Set (abstract data type); Wind power forecasting; Prediction interval; Power (physics); Electric power system; Machine learning; Artificial intelligence; Engineering; Mathematics","authors":[{"name":"Tarek H. M. EL-Fouly","is_ca":true},{"name":"Ehab F. El‐Saadany","is_ca":true},{"name":"M.M.A. Salama","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01027943706497686,"gpt":0.1991651209683271,"spread":0.1888856839033502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000442056,0.0003752435,0.0004023883,0.0001534624,0.0001044161,0.00003908321,0.0001757461,0.0002481024,0.00002784656],"category_scores_gemma":[0.00001852714,0.0004612764,0.0003099284,0.0006008435,0.00004115922,0.000262475,0.00003242537,0.0003306417,0.000003026046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677964,"about_ca_system_score_gemma":0.00001842648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001910938,"about_ca_topic_score_gemma":0.000005143761,"domain_scores_codex":[0.9979795,0.0000250287,0.0006486949,0.0003111091,0.0003684143,0.0006672105],"domain_scores_gemma":[0.9993879,0.0000655151,0.0001057143,0.0002554393,0.0000836766,0.0001017645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000142866,0.00002158194,0.0006039254,0.00006425738,0.0000703578,0.000001382123,0.0003432987,0.6819482,0.3151141,0.00004113021,0.001488256,0.0003021363],"study_design_scores_gemma":[0.0004917426,0.00003957935,0.002859718,0.0002818599,0.00006877844,0.00001203739,0.00006099578,0.9031731,0.08997571,0.000009626006,0.002536914,0.0004899154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762598,0.000843704,0.01557251,0.00001123086,0.002499939,0.00007981995,0.0001921923,0.0007222573,0.003818506],"genre_scores_gemma":[0.9760329,0.0000207529,0.02189046,0.00001315437,0.001407618,0.000001821258,0.00006457391,0.0001412182,0.0004274875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2251384,"threshold_uncertainty_score":0.9997839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159893886","doi":"10.1109/pes.2006.1709474","title":"Forecasting the hourly Ontario energy price by multivariate adaptive regression splines","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Energy Load and Power Forecasting","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Multivariate adaptive regression splines; Electricity price forecasting; Mars Exploration Program; Econometrics; Multivariate statistics; Probabilistic forecasting; Computer science; Variable (mathematics); Regression analysis; Cross-sectional regression; Regression; Variable renewable energy; Demand forecasting; Electricity; Electricity market; Nonparametric regression; Bayesian multivariate linear regression; Economics; Statistics; Engineering; Operations research; Machine learning; Artificial intelligence; Mathematics; Electric power system","authors":[{"name":"Hamidreza Zareipour","is_ca":true},{"name":"Kankar Bhattacharya","is_ca":true},{"name":"Claudio A. Cañizares","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00925709688761082,"gpt":0.1851199022536491,"spread":0.1758628053660383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004834226,0.0006418144,0.0004017128,0.00006075036,0.0003896188,0.000152264,0.0003848161,0.0002783579,0.00002634961],"category_scores_gemma":[0.0000322958,0.0005213543,0.0003611587,0.0004198877,0.00004822667,0.0002703728,0.00007839026,0.0006227277,0.000005363412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003881484,"about_ca_system_score_gemma":0.00004240615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01295365,"about_ca_topic_score_gemma":0.001471959,"domain_scores_codex":[0.9974104,0.00004153891,0.0006307173,0.0004690934,0.00041499,0.001033225],"domain_scores_gemma":[0.9990131,0.0002499473,0.0001547444,0.0003533431,0.00009531679,0.000133531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006419542,0.00002358413,0.0003912822,0.00003199097,0.0001082573,0.000007902503,0.0008664519,0.8887457,0.07933211,0.0002386987,0.02968232,0.0005652977],"study_design_scores_gemma":[0.0004671138,0.00003646444,0.0002433759,0.0003393537,0.00004258176,0.00003073882,0.0000862048,0.9183466,0.04001596,0.00004635267,0.0395226,0.0008226422],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8311314,0.003913468,0.1469427,0.00009840933,0.004019463,0.0002836763,0.00007448911,0.001692093,0.01184431],"genre_scores_gemma":[0.9664975,0.00003843884,0.02877734,0.0001022454,0.001367561,0.00006260587,0.00006901026,0.0002191296,0.002866145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1353661,"threshold_uncertainty_score":0.9997238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168392873","doi":"10.1109/pes.2006.1709469","title":"DC bus control of variable speed wind turbine using a buck-boost converter","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Turbine; Power optimizer; Wind speed; Permanent magnet synchronous generator; Maximum power principle; Maximum power point tracking; Wind power; Buck converter; Control theory (sociology); Power (physics); Automotive engineering; Engineering; Computer science; Electrical engineering; Magnet; Control (management); Photovoltaic system; Mechanical engineering; Physics; Voltage; Meteorology","authors":[{"name":"Tahar Tafticht","is_ca":true},{"name":"Kodjo Agbossou","is_ca":true},{"name":"A. Chériti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004744896404195087,"gpt":0.1796275704233535,"spread":0.1748826740191584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004145286,0.0004055841,0.0005780552,0.0001177546,0.00007998502,0.00005340574,0.000205278,0.0002210636,0.00006229709],"category_scores_gemma":[0.00002405995,0.0004382914,0.0003722216,0.00066952,0.00003249081,0.0001413772,0.00001643674,0.0003097522,0.000007392558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001826721,"about_ca_system_score_gemma":0.00003398381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004557047,"about_ca_topic_score_gemma":0.000001918761,"domain_scores_codex":[0.9979962,0.00002859879,0.0006187368,0.0003143011,0.0003347931,0.0007074108],"domain_scores_gemma":[0.9992883,0.00009878811,0.0001067636,0.000283848,0.0001167748,0.0001055759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002255326,0.00001576495,0.0003517677,0.00006466777,0.0001571794,0.000002780034,0.00005023156,0.5027904,0.4955861,0.00004483363,0.0008725366,0.00006149598],"study_design_scores_gemma":[0.0007599354,0.00002154533,0.0001718874,0.00009319141,0.0001455315,0.00001150965,0.000008979507,0.9371756,0.06030384,0.00001487581,0.0008475861,0.0004455212],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.610063,0.00164328,0.3858094,0.00001798402,0.0006708243,0.0002326677,0.00004090268,0.0004498685,0.001072127],"genre_scores_gemma":[0.9606513,0.00002291703,0.03810577,0.0000676469,0.0006246917,0.000004440527,0.00001578761,0.0001191848,0.0003882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4352822,"threshold_uncertainty_score":0.9998069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141416484","doi":"10.1109/pes.2006.1709613","title":"Mitigation of subsynchronous oscillations in a series compensated wind farm with static var compensator","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Control theory (sociology); Induction generator; Static VAR compensator; Controller (irrigation); Wind power; Electric power system; Engineering; Doubly fed electric machine; Generator (circuit theory); Series (stratigraphy); Electric power transmission; AC power; Voltage; Control engineering; Power (physics); Computer science; Physics; Control (management); Electrical engineering","authors":[{"name":"Rajiv K. Varma","is_ca":true},{"name":"Sayantan Auddy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003445315783212685,"gpt":0.1757420151624302,"spread":0.1722966993792175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002889115,0.0002707391,0.0003655053,0.0000890831,0.00006206652,0.00004038971,0.0001062724,0.0001094917,0.00001795556],"category_scores_gemma":[0.00001647797,0.0002844114,0.00009808334,0.0005454379,0.00005194013,0.0001602675,0.00001186666,0.0001714517,0.000002967551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002147765,"about_ca_system_score_gemma":0.00003840552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001859461,"about_ca_topic_score_gemma":0.0001800401,"domain_scores_codex":[0.9985183,0.00003961538,0.0005811417,0.0002327829,0.0002500794,0.0003780394],"domain_scores_gemma":[0.9994414,0.00007237909,0.00009033714,0.0002175676,0.0001158381,0.00006249206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004488415,0.00002811226,0.007897713,0.0001708108,0.00003676595,0.000001970971,0.0007499677,0.9586754,0.03209905,0.000164915,0.0001634811,0.000007288216],"study_design_scores_gemma":[0.0008049809,0.00004432259,0.020378,0.0001995456,0.00002149598,0.0000122439,0.0002567705,0.9640819,0.01330475,0.00001087113,0.0004271932,0.0004579118],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9326184,0.000188577,0.06517926,0.00003068776,0.000312958,0.00031735,0.00004973416,0.0003474332,0.0009556305],"genre_scores_gemma":[0.9669305,0.00000824176,0.03282928,0.00001339001,0.00003919728,0.00001535475,0.00005073669,0.00005953222,0.00005374596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03431214,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002644473","doi":"10.1109/pes.2006.1709430","title":"Integration of distributed generation and wind energy in Canada","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"Natural Resources Canada; BC Hydro","keywords":"Wind power; Distributed generation; Electricity generation; Natural resource; Computer science; Renewable energy; Engineering; Power (physics); Political science; Electrical engineering","authors":[{"name":"Chad Abbey","is_ca":false},{"name":"Farid Katiraei","is_ca":false},{"name":"Carl Brothers","is_ca":false},{"name":"L. Dignard‐Bailey","is_ca":false},{"name":"G. Joos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002678514389857427,"gpt":0.1482127077264905,"spread":0.1455341933366331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001012259,0.0001540223,0.0001692662,0.00003667286,0.0000251292,0.00002034603,0.0000484446,0.00006905518,0.000003771208],"category_scores_gemma":[0.000008460016,0.0001706784,0.00004255964,0.0001935546,0.000007439207,0.00009022084,0.000007820667,0.00009039926,1.109699e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002977576,"about_ca_system_score_gemma":0.00004361941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2178683,"about_ca_topic_score_gemma":0.1624628,"domain_scores_codex":[0.9992083,0.00001108084,0.0003121065,0.0001347607,0.0001158314,0.0002178974],"domain_scores_gemma":[0.999787,0.00002205448,0.00003966504,0.00008067529,0.00003930003,0.00003129468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[6.083944e-7,0.000003040764,0.0004292797,0.00001312279,0.000008467276,5.870352e-7,0.00003689855,0.7050138,0.2929497,0.00004349084,0.001130375,0.0003706034],"study_design_scores_gemma":[0.000233156,0.000004641932,0.002528904,0.00002922447,0.000006943438,0.000001764053,0.00002126203,0.939758,0.05676128,0.000004130512,0.0004901701,0.0001604888],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922412,0.001556351,0.1055512,0.00002190463,0.0003854176,0.00006370322,0.00003733679,0.00006821727,0.00007470796],"genre_scores_gemma":[0.9926566,0.0001193129,0.006861764,0.00001774034,0.0001845975,0.000006808295,0.0001138916,0.00002637377,0.00001286824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2361884,"threshold_uncertainty_score":0.8528201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125028769","doi":"10.1109/pes.2006.1708970","title":"IED modelling for IEC61850 based substation automation system performance simulation","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power Systems and Technologies","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Automation; Network topology; Computer science; Software deployment; Construct (python library); Network simulation; Embedded system; Process automation system; Systems engineering; Computer network; Engineering; Software engineering","authors":[{"name":"T.S. Sidhu","is_ca":true},{"name":"Yujie Yin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008504227325915027,"gpt":0.1896301349032208,"spread":0.1811259075773057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000395471,0.0002925638,0.0002537854,0.00009966335,0.0001547638,0.00008499942,0.000132035,0.000226635,9.740075e-7],"category_scores_gemma":[0.00001237358,0.0003273239,0.0001832081,0.0002734412,0.00001194945,0.0002588977,0.000008169719,0.0001480711,0.000003350093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003293623,"about_ca_system_score_gemma":0.00001476556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003970554,"about_ca_topic_score_gemma":0.000002006479,"domain_scores_codex":[0.998546,0.00001027898,0.0004901512,0.0002573059,0.0002280435,0.0004681939],"domain_scores_gemma":[0.9994343,0.0001100536,0.00009479025,0.0002158178,0.0001072101,0.00003781701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002229731,0.000006491061,0.0001098209,0.0005221404,0.00002331554,3.12544e-7,0.00009379084,0.9752788,0.02313861,0.000211991,0.0004159044,0.0001966023],"study_design_scores_gemma":[0.0003705256,0.00001779828,0.000149445,0.0002046275,0.0000197668,0.000001311106,0.00004646884,0.9689972,0.02894383,0.000005170578,0.0008919064,0.0003519427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4282981,0.0001764021,0.5684105,0.000006307429,0.0007083318,0.0002509206,0.00001414623,0.001967578,0.0001678225],"genre_scores_gemma":[0.9216581,0.000004650035,0.07772706,0.000006338657,0.0002944011,0.0001224255,0.00005737866,0.00009018205,0.00003948815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.49336,"threshold_uncertainty_score":0.9999179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166421587","doi":"10.1109/pes.2006.1709528","title":"Agent-based protection scheme for distribution networks with distributed generators","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Relay; Node (physics); Fault (geology); Asynchronous communication; Computer science; Transient (computer programming); Scheme (mathematics); Power-system protection; Protective relay; Interconnection; Topology (electrical circuits); Distributed computing; Computer network; Engineering; Electric power system; Electrical engineering; Power (physics)","authors":[{"name":"N. Perera","is_ca":true},{"name":"Athula Rajapakse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004826483628157198,"gpt":0.1800593161522841,"spread":0.1752328325241269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004013168,0.000466902,0.0003245141,0.00005472525,0.0002256724,0.0001255788,0.0001402805,0.0003054524,0.000003112369],"category_scores_gemma":[0.00002405404,0.0004877512,0.0002690469,0.0005728769,0.00002662146,0.0001836176,0.00001107033,0.0003263813,0.000004104735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006359738,"about_ca_system_score_gemma":0.00002682494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001042431,"about_ca_topic_score_gemma":0.00001939173,"domain_scores_codex":[0.9979998,0.0000265662,0.0004825296,0.00041682,0.0002938412,0.0007804211],"domain_scores_gemma":[0.9993002,0.00004440336,0.0001083445,0.0002863217,0.0001480793,0.0001125944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001201562,0.00001953144,0.0002099468,0.0001284963,0.00007198197,0.000001468565,0.00001604142,0.9049901,0.0879214,0.00002007738,0.006439982,0.0001689475],"study_design_scores_gemma":[0.0007446015,0.00007603197,0.0002409424,0.0001137859,0.00003521806,0.000009189903,0.00001256773,0.9031689,0.07683863,0.000001962712,0.01820827,0.0005499097],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2399364,0.0002622753,0.7562272,0.00002013943,0.001435814,0.000633518,0.0001630894,0.001296194,0.00002540765],"genre_scores_gemma":[0.9728018,0.00000372999,0.0246566,0.00001721558,0.001162068,0.0005486013,0.0006024901,0.0001652956,0.00004217357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7328655,"threshold_uncertainty_score":0.9997574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154980236","doi":"10.1109/pes.2006.1708944","title":"The hybrid power flow controller - a new concept for flexible AC transmission","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Converters; Shunt (medical); Network topology; Topology (electrical circuits); AC power; Control theory (sociology); Computer science; Voltage source; Voltage; Electronic engineering; Engineering; Electrical engineering","authors":[{"name":"J. Bebic","is_ca":false},{"name":"Peter W. Lehn","is_ca":true},{"name":"Mohammad Reza Iravani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004757956562739083,"gpt":0.1948351915712685,"spread":0.1900772350085294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005778339,0.0004034976,0.0003834048,0.00003311276,0.000313627,0.0001761892,0.000269779,0.0001577237,0.00003834279],"category_scores_gemma":[0.00004425811,0.0003403272,0.000490565,0.0002130813,0.00003705468,0.0001560254,0.0000160059,0.0002438675,0.000008997039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001731044,"about_ca_system_score_gemma":0.0000476817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004308642,"about_ca_topic_score_gemma":0.000002909163,"domain_scores_codex":[0.9979348,0.0000313474,0.0006153917,0.0003542059,0.0002957718,0.0007685219],"domain_scores_gemma":[0.9991074,0.0002420329,0.00006660631,0.0003015832,0.000105377,0.000176972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001092182,0.00001336993,0.00001655125,0.00003905867,0.00006922428,5.338866e-7,0.0003286116,0.8774889,0.01515192,0.0001684319,0.1062465,0.0004659609],"study_design_scores_gemma":[0.001089054,0.00002527982,0.00004607029,0.00004997446,0.00002188679,0.000004802528,0.0000452844,0.8066832,0.01488194,0.00004131849,0.1767192,0.0003920129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007752383,0.003899704,0.9822781,0.0002441816,0.002094305,0.0006978496,0.00006559426,0.00119886,0.001769003],"genre_scores_gemma":[0.8962137,0.00009186708,0.09594187,0.0001856947,0.0008000455,0.0001766848,0.00006006627,0.0002524664,0.006277639],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8884613,"threshold_uncertainty_score":0.9999049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152776332","doi":"10.1109/pes.2006.1708892","title":"A wavelet power based algorithm for synchronous generator protection","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Emtp; Wavelet; Permanent magnet synchronous generator; Discrete wavelet transform; Computer science; Computation; Wavelet transform; Generator (circuit theory); Algorithm; Electric power system; Electronic engineering; Power (physics); Three-phase; Control theory (sociology); Voltage; Engineering; Electrical engineering; Artificial intelligence; Physics","authors":[{"name":"Okan Özgönenel","is_ca":false},{"name":"E. Arisoy","is_ca":false},{"name":"M. A. S. K. Khan","is_ca":true},{"name":"M.A. Rahman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004783274471662943,"gpt":0.1885533340621458,"spread":0.1837700595904829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005693353,0.0005627226,0.0004285385,0.0001397404,0.0002124463,0.0001409061,0.000202137,0.0003833368,0.00001591782],"category_scores_gemma":[0.00002698999,0.0006504926,0.0004671594,0.0004403706,0.00002453897,0.0002223144,0.00001784984,0.0003654639,0.00002398404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006463981,"about_ca_system_score_gemma":0.00004547414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001473775,"about_ca_topic_score_gemma":0.000009899159,"domain_scores_codex":[0.9975001,0.00003345524,0.000637431,0.0005256534,0.0003660453,0.0009373557],"domain_scores_gemma":[0.9991714,0.000064492,0.0001045931,0.0003756538,0.0001489449,0.0001348949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000499189,0.00004776626,0.00001537069,0.0002426652,0.0001367105,0.000005134308,0.0001503712,0.5415193,0.4352233,0.00002012239,0.01388071,0.008753571],"study_design_scores_gemma":[0.0006632712,0.0000689179,0.00004734287,0.00008635389,0.00002729505,0.00001954209,0.00001876157,0.8219378,0.1315626,0.000005302083,0.04493159,0.0006312056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07416472,0.0007765631,0.9173418,0.00002990019,0.004330188,0.0009565007,0.00009709206,0.001952798,0.0003503847],"genre_scores_gemma":[0.7340495,0.000007410762,0.2621619,0.00007510865,0.002126434,0.0008543168,0.0000536779,0.0003617482,0.0003099842],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6598848,"threshold_uncertainty_score":0.9995946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969945783","doi":"10.1109/pes.2006.1709113","title":"Gas insulated substation GIS","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power Systems and Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Switchgear; Modular design; Engineering; Reliability engineering; Automotive engineering; Electrical engineering; Power transmission; Power (physics); Computer science","authors":[{"name":"Phil Bolin","is_ca":false},{"name":"Hermann Koch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004411897285943175,"gpt":0.1765875252714136,"spread":0.1721756279854704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002323804,0.0003191295,0.0002615427,0.00008546215,0.00008777867,0.00007913725,0.0001887835,0.0002453074,0.00001187086],"category_scores_gemma":[0.00002013978,0.0003466784,0.0001886103,0.0004322299,0.00002418243,0.0001702265,0.00002347369,0.0002800693,0.0000303941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000164932,"about_ca_system_score_gemma":0.000009632703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002082802,"about_ca_topic_score_gemma":0.00001179885,"domain_scores_codex":[0.9985158,0.00001056743,0.0004114789,0.0002581697,0.000227485,0.0005764299],"domain_scores_gemma":[0.9995297,0.00003994038,0.0000527335,0.0002682469,0.00005457418,0.0000548299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[7.941614e-7,0.00001371999,0.00061913,0.00008097302,0.00006527395,0.000006710939,0.0002208747,0.6810766,0.3015564,0.0004002735,0.01560115,0.0003580803],"study_design_scores_gemma":[0.00060222,0.00003147138,0.003500822,0.0001715121,0.00003159736,0.0000254322,0.0001193386,0.7888505,0.1791824,0.0001392952,0.02631171,0.001033713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598202,0.001518704,0.03089154,0.00004287532,0.00163467,0.0001615896,0.00001901333,0.00337249,0.002538962],"genre_scores_gemma":[0.9857863,0.00005568712,0.01344353,0.00001742351,0.0003128861,0.00003269628,0.0000256008,0.0001015323,0.0002243068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.122374,"threshold_uncertainty_score":0.9998985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164399519","doi":"10.1109/pes.2006.1709562","title":"Electromagnetic transient simulation of power electronic equipment in power systems: challenges and solutions","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Sciences and Engineering Research Council; University of Manitoba","funders":"","keywords":"Transient (computer programming); Computer science; Interpolation (computer graphics); Power electronics; Power (physics); Electronics; Limit (mathematics); Component (thermodynamics); Electric power system; Semiconductor device; Electronic engineering; Electrical engineering; Engineering; Telecommunications; Voltage","authors":[{"name":"A.M. Gole","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006824149434693194,"gpt":0.1952866610098564,"spread":0.1884625115751632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005294398,0.0003170258,0.0004051123,0.0001306208,0.00005317201,0.00004464677,0.0001008483,0.0001817779,0.000009473336],"category_scores_gemma":[0.00001185142,0.0003521604,0.0001614019,0.0002239868,0.00002191839,0.0001510017,0.00001281841,0.0002330556,0.000003179171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707684,"about_ca_system_score_gemma":0.00002396315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009727064,"about_ca_topic_score_gemma":0.0000207333,"domain_scores_codex":[0.9979367,0.0000502102,0.000667365,0.0002984381,0.0002966747,0.0007506156],"domain_scores_gemma":[0.9994704,0.0001086799,0.00008037865,0.000204536,0.00006506887,0.00007098207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003890619,0.00002836844,0.0000396137,0.0001134223,0.00004925111,9.289035e-7,0.0006616708,0.8868205,0.1113929,0.0007195029,0.00009253762,0.00007744439],"study_design_scores_gemma":[0.0007673302,0.00009211345,0.004499579,0.0001542129,0.00002182947,0.000005530153,0.0001785342,0.9919304,0.0007671613,0.00001991935,0.001198305,0.0003650665],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410874,0.03181695,0.02269333,0.000050264,0.0005457736,0.0005520917,0.000009413234,0.0003566479,0.002888128],"genre_scores_gemma":[0.9990216,0.0003098626,0.0003807516,0.000007647955,0.00007668959,0.00005077542,0.000007807406,0.00006974739,0.00007510209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1106257,"threshold_uncertainty_score":0.999893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157567496","doi":"10.1109/pes.2006.1709233","title":"Performance evaluation of a building integrated photovoltaic array using an Internet based monitoring system","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Manitoba Hydro; University of Manitoba","funders":"Manitoba Hydro","keywords":"Photovoltaic system; The Internet; Interrogation; Computer science; Environmental science; Remote sensing; Real-time computing; Electrical engineering; Engineering; World Wide Web; Geography","authors":[{"name":"E. Dirks","is_ca":true},{"name":"A.M. Gole","is_ca":true},{"name":"Tom Molinski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01904488915504827,"gpt":0.2513964884650025,"spread":0.2323515993099542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002172424,0.0004102312,0.0004478857,0.0001976688,0.0001159598,0.00008154471,0.0003002669,0.0002479022,0.00001559216],"category_scores_gemma":[0.00007003587,0.0004461457,0.0002287029,0.0006649256,0.00003296989,0.0003722189,0.00002633578,0.0002390449,0.000001536141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147714,"about_ca_system_score_gemma":0.000123134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005678285,"about_ca_topic_score_gemma":0.00001448495,"domain_scores_codex":[0.9971243,0.000183751,0.000874712,0.000474729,0.0008276362,0.0005148299],"domain_scores_gemma":[0.998356,0.00006485687,0.0004069658,0.0004169581,0.0006681093,0.00008714928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003529727,0.00002159302,0.001528963,0.00008298617,0.00002458881,3.450972e-7,0.0001202027,0.5091417,0.4889543,0.00001383756,0.00002684593,0.00008105914],"study_design_scores_gemma":[0.0002557835,0.00002088549,0.0001514368,0.0005744769,0.00004414756,0.000004649098,0.0001018584,0.5126864,0.485907,8.222635e-7,0.00003814838,0.000214363],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8244919,0.0001382117,0.1731062,0.000001013437,0.0007661952,0.000348442,0.000008370312,0.0007335499,0.0004060592],"genre_scores_gemma":[0.8130971,0.000001938267,0.1863267,0.000005794006,0.0003248857,0.00008513741,0.00002628705,0.0001058838,0.00002632139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01322049,"threshold_uncertainty_score":0.999799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107926956","doi":"10.1109/pes.2006.1709624","title":"Performance of various magnetic core models in comparison with the laboratory test results of a ferroresonance test on a 33 kV voltage transformer","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Ferroresonance in electricity networks; Emtp; Magnetic core; Transformer; Inductance; Voltage; Control theory (sociology); Electronic engineering; Electric power system; Mechanics; Electrical engineering; Engineering; Power (physics); Computer science; Physics; Electromagnetic coil","authors":[{"name":"Afshin Rezaei‐Zare","is_ca":false},{"name":"H. Mohseni","is_ca":false},{"name":"Majid Sanaye‐Pasand","is_ca":false},{"name":"Shahrokh Farhangi","is_ca":false},{"name":"Reza Iravani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009043162219580859,"gpt":0.1996518254268278,"spread":0.190608663207247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004195454,0.0001984694,0.0002674496,0.00002776223,0.00007970236,0.00001947841,0.0002585119,0.0000709895,0.00000889203],"category_scores_gemma":[0.0000267319,0.0001415823,0.00005902134,0.0003573158,0.0001152938,0.00007192953,0.00001554626,0.000172555,0.000002532921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004261479,"about_ca_system_score_gemma":0.00005073991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004826259,"about_ca_topic_score_gemma":0.00007194225,"domain_scores_codex":[0.9986159,0.00001182957,0.0004813806,0.0002626378,0.0002915287,0.0003367672],"domain_scores_gemma":[0.999238,0.0001796861,0.0001578511,0.0002909239,0.0001010676,0.00003252874],"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":[0.00002157198,0.0001101745,0.0008716812,0.00006789465,0.000001783324,3.481772e-7,0.0006532629,0.3826784,0.6147908,0.00004648225,0.000695364,0.00006220658],"study_design_scores_gemma":[0.00085995,0.0004707693,0.009160765,0.0002831613,0.00001991232,0.000002004407,0.0001390374,0.7274377,0.2605336,0.000006244531,0.0008098627,0.0002770107],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969208,0.000468653,0.0010965,0.0001268193,0.00005216375,0.0002970444,0.0002376508,0.00004466843,0.0007557006],"genre_scores_gemma":[0.9938617,0.00002744869,0.005711971,0.00004380704,0.00005047157,0.00006498407,0.000005974377,0.00002718282,0.0002064279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3542572,"threshold_uncertainty_score":0.5773557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067923731","doi":"10.1109/pes.2006.1709228","title":"Induction machine test case for the 34-bus test feeder: a wind turbine time-domain model","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Research Manitoba","funders":"","keywords":"Wind power; Turbine; Time domain; Power flow; Domain (mathematical analysis); Engineering; Test (biology); Flow (mathematics); Computer science; Power (physics); Electric power system; Automotive engineering; Marine engineering; Electrical engineering; Aerospace engineering","authors":[{"name":"Surya Santoso","is_ca":false},{"name":"Zheng Zhou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005563958056069546,"gpt":0.1950153841897076,"spread":0.1894514261336381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005838434,0.0004275032,0.0003453268,0.00006080165,0.0003051075,0.000178043,0.0001793122,0.0002137673,0.00001541161],"category_scores_gemma":[0.00008140896,0.0003743649,0.0003382749,0.0002929383,0.00002683054,0.0001977679,0.00002179439,0.000310412,0.00002062102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002213102,"about_ca_system_score_gemma":0.00002152496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00025718,"about_ca_topic_score_gemma":0.00001995706,"domain_scores_codex":[0.9982152,0.0000168144,0.0005616561,0.0003314751,0.0002607558,0.0006140707],"domain_scores_gemma":[0.9988772,0.000497087,0.00009333093,0.0003351785,0.00009878317,0.0000984357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000305411,0.00002546814,0.00008021134,0.00005188574,0.00005825863,0.000007037745,0.0001566451,0.8230529,0.1694713,0.00002302627,0.006883354,0.0001869139],"study_design_scores_gemma":[0.0007821934,0.00003448107,0.00008236437,0.00004433907,0.00005282978,0.0001651269,0.00006542836,0.9925994,0.002594941,0.00002387125,0.003121537,0.000433522],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6732824,0.003321012,0.3127375,0.0006215875,0.00215399,0.002052485,0.0003428352,0.002351095,0.003137049],"genre_scores_gemma":[0.9852267,0.00001313648,0.01183735,0.00006435148,0.001303903,0.00009744913,0.0000445656,0.000163242,0.001249318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3119442,"threshold_uncertainty_score":0.9998708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079429754","doi":"10.1109/pes.2006.1709086","title":"Update on the Gulf Cooperation Council (GCC) electricity grid system interconnection","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Jewish and Middle Eastern Studies","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Interconnection; Electricity; Principal (computer security); Grid; Business; Power sharing; Telecommunications; Computer science; Engineering; Computer security; Electrical engineering; Geography; Power (physics)","authors":[{"name":"A. Al-Mohaisen","is_ca":false},{"name":"S. Sud","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01731360724184902,"gpt":0.2158431520067001,"spread":0.198529544764851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001700468,0.0002066219,0.0001854298,0.00002321244,0.0008348356,0.0001745572,0.0001840326,0.0001194593,0.000006092152],"category_scores_gemma":[0.0001784993,0.0001701568,0.0001712087,0.0003535248,0.00005717599,0.0001460668,0.00002424096,0.0002420034,0.00005272451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009320198,"about_ca_system_score_gemma":0.0001008269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002274378,"about_ca_topic_score_gemma":0.0007989724,"domain_scores_codex":[0.9982378,0.000114229,0.0002817184,0.000279776,0.0005733456,0.0005130612],"domain_scores_gemma":[0.9992633,0.000145444,0.00009667837,0.0001538662,0.0002879695,0.00005276827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000497535,0.0002784519,0.00587479,0.0002332843,0.0005486659,0.00001548164,0.01641016,0.336453,0.1141424,0.282062,0.2407461,0.003185952],"study_design_scores_gemma":[0.002807223,0.0004648265,0.00310689,0.001422096,0.0003394574,0.00003382918,0.0267294,0.2616023,0.06740601,0.0004031454,0.6315681,0.004116631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484284,0.001677922,0.01923109,0.001190883,0.004643623,0.000480996,0.00002070886,0.0006957016,0.0236307],"genre_scores_gemma":[0.9955308,0.00005628032,0.0004725779,0.0002960369,0.002400253,0.00004157751,0.000005980953,0.00002798776,0.001168513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3908221,"threshold_uncertainty_score":0.6938792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134021005","doi":"10.1109/pes.2006.1708961","title":"Deriving asset probabilities of failure: effect of condition and maintenance levels","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Asset (computer security); Risk analysis (engineering); Actuarial science; Life expectancy; Expectancy theory; Computer science; Focus (optics); Reliability engineering; Business; Economics; Engineering; Computer security","authors":[{"name":"George J. Anders","is_ca":true},{"name":"S. Otal","is_ca":true},{"name":"T. Hjartarson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002424704673448885,"gpt":0.1791650021014692,"spread":0.1767402974280204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005284752,0.0002250418,0.0003444994,0.00004286086,0.00003886084,0.00002048312,0.00008197776,0.0001332838,0.000007742236],"category_scores_gemma":[0.00009828149,0.0002215232,0.0001438603,0.000181577,0.00007744772,0.0001796676,0.00001956584,0.0001445595,5.092841e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007727675,"about_ca_system_score_gemma":0.000009984642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005224112,"about_ca_topic_score_gemma":0.000006457612,"domain_scores_codex":[0.9988773,0.0000293037,0.0004235922,0.0001938032,0.0001633848,0.0003125556],"domain_scores_gemma":[0.9994575,0.0001673004,0.00008950198,0.0001626511,0.00008747489,0.00003558414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002479318,0.000007163396,0.001278016,0.0007456851,0.00002908546,2.934496e-7,0.00015669,0.7310749,0.2656154,0.0002466849,0.0007386698,0.0001048875],"study_design_scores_gemma":[0.0005863222,0.00009770087,0.003720063,0.000503924,0.00003965518,0.000008481998,0.00006384266,0.5968866,0.3973082,0.0001300147,0.0002831056,0.0003721416],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361696,0.0003426948,0.06247645,0.00002338061,0.0002704135,0.0002446182,0.00003952116,0.0001829581,0.0002503126],"genre_scores_gemma":[0.9668015,0.00003536313,0.03294496,0.000005112635,0.00007652914,0.00002695713,0.00001426962,0.00004221956,0.00005304048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1341884,"threshold_uncertainty_score":0.9033455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161359458","doi":"10.1109/pes.2006.1709108","title":"Digital implementation and transient simulation of space-vector modulated converters","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Converters; Transient (computer programming); Power electronics; Electronic engineering; Pulse-width modulation; Voltage source; Harmonic analysis; Harmonic; Computer science; Modulation (music); Power (physics); Voltage; Nonlinear system; Degrees of freedom (physics and chemistry); Space vector modulation; Electrical engineering; Topology (electrical circuits); Engineering; Physics","authors":[{"name":"Ali Mehrizi‐Sani","is_ca":true},{"name":"Shaahin Filizadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004937503487411182,"gpt":0.2014774814041688,"spread":0.1965399779167576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000864028,0.0002280178,0.0002122503,0.000050466,0.00003993442,0.00005157395,0.00006309226,0.00009087993,0.00001541683],"category_scores_gemma":[0.000002886041,0.0002544051,0.0001316368,0.0001374236,0.00002501105,0.0002197321,0.00000942391,0.0000967233,0.000001865584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007667961,"about_ca_system_score_gemma":0.000007004493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008324543,"about_ca_topic_score_gemma":0.000003751154,"domain_scores_codex":[0.998965,0.000007099509,0.0003483629,0.0001945413,0.0001773707,0.0003076063],"domain_scores_gemma":[0.9996977,0.00003904207,0.00004898826,0.0001111541,0.00004221751,0.00006093438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002257658,0.000008504318,0.000841548,0.00008026964,0.00005936378,7.177836e-7,0.0005064957,0.8436117,0.1509456,0.00001521863,0.0008388507,0.003089495],"study_design_scores_gemma":[0.0005077437,0.00001689556,0.004391361,0.00003682175,0.00002054681,0.000001608162,0.0001486049,0.9710895,0.02305455,0.000003120335,0.0004664188,0.0002627811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8002705,0.0001484262,0.1984716,0.00001989728,0.0004167548,0.000160708,0.00004369252,0.0002293174,0.0002391095],"genre_scores_gemma":[0.9978384,0.00001207045,0.001892125,0.00002027197,0.0000887162,0.000009027774,0.00003944518,0.00005309302,0.00004683296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.197568,"threshold_uncertainty_score":0.9999908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104120134","doi":"10.1109/pes.2006.1708972","title":"Experimental testing of a novel control for inverter-fed three-phase induction motor","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"DSPACE; Inverter; Control theory (sociology); Induction motor; Harmonic; Digital signal processor; Digital signal processing; Digital control; Computer science; Pulse-width modulation; Engineering; Electronic engineering; Voltage; Control (management); Algorithm; Physics; Electrical engineering; Acoustics","authors":[{"name":"S. A. Saleh","is_ca":true},{"name":"M.A. Rahmen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01824539952909969,"gpt":0.2307992611605575,"spread":0.2125538616314578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002334597,0.0003586499,0.0003901639,0.00007225785,0.00009083694,0.00004403541,0.0001697195,0.0001776811,0.000009914788],"category_scores_gemma":[0.0000272568,0.0004001497,0.0003084026,0.0001940966,0.00003611109,0.0001828194,0.00001610574,0.000179503,0.000001672319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001646361,"about_ca_system_score_gemma":0.00002031165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002400905,"about_ca_topic_score_gemma":0.000004410765,"domain_scores_codex":[0.9983934,0.000007608579,0.0005513537,0.0002978826,0.0002165528,0.0005331733],"domain_scores_gemma":[0.9994089,0.0001028681,0.0001031928,0.0002035019,0.00009334186,0.00008821776],"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":[0.00001344291,0.00009169622,0.0001708407,0.0001053256,0.00008978426,5.721162e-7,0.000177132,0.159072,0.8374651,0.00003590835,0.001646061,0.00113214],"study_design_scores_gemma":[0.002498352,0.00009111376,0.0001481767,0.00008245203,0.0000298407,0.000004999013,0.00006140792,0.805298,0.1911913,0.000004119626,0.0002488133,0.0003414399],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5188108,0.0002270267,0.4791915,0.00001049455,0.0009527995,0.0003408614,0.00009030556,0.0002906563,0.00008555092],"genre_scores_gemma":[0.9449896,0.000001176805,0.05411865,0.00006034736,0.0005144191,0.0001437359,0.00002224865,0.0001077985,0.00004204579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6462739,"threshold_uncertainty_score":0.999845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144471231","doi":"10.1109/pes.2006.1709464","title":"New tools for power system dynamic performance management","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Electric power system; Mathematical optimization; Probabilistic logic; Computer science; Maximization; Profit maximization; Pareto principle; Power flow; Control theory (sociology); Stability (learning theory); Optimal control; System dynamics; Power (physics); Profit (economics); Mathematics; Control (management)","authors":[{"name":"William Rosehart","is_ca":true},{"name":"A. Schellenberg","is_ca":true},{"name":"C. Roman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004516706857200771,"gpt":0.1845044377506431,"spread":0.1799877308934424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004385624,0.0003921559,0.0003468943,0.00006640801,0.0001332519,0.0001704791,0.000243645,0.0001663076,0.00001889061],"category_scores_gemma":[0.000007986727,0.000432969,0.0003083559,0.000289936,0.00001183979,0.0002978624,0.00002957973,0.0001622811,0.00002231459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004785862,"about_ca_system_score_gemma":0.0000181541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001950938,"about_ca_topic_score_gemma":0.000003916137,"domain_scores_codex":[0.998072,0.00001421531,0.0005762761,0.0003765642,0.0002779654,0.0006829304],"domain_scores_gemma":[0.9993016,0.00006510383,0.00006468245,0.0003736443,0.0000682586,0.0001266873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003647473,0.00001091323,0.00009513686,0.0006773791,0.00008690041,0.000001365115,0.00019581,0.9831757,0.004263087,0.0005261233,0.0106558,0.000308158],"study_design_scores_gemma":[0.0006265746,0.00002293243,0.0008298481,0.0002003921,0.00003381899,0.000008465215,0.0001705263,0.9797544,0.002438752,0.000002880399,0.01533974,0.0005716347],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1469644,0.0006504357,0.8377464,0.00002284003,0.002934855,0.0007092462,0.00004396598,0.001716838,0.009211],"genre_scores_gemma":[0.8814462,0.0000227549,0.1166017,0.00002264164,0.0001553763,0.0001039894,0.00003713157,0.0001193539,0.001490828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7344819,"threshold_uncertainty_score":0.9998122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2764750480","doi":"10.1109/pes.2006.1708890","title":"Unit commitment with primary frequency regulation constraints","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Scheduling (production processes); Power system simulation; Contingency; Unit (ring theory); Frequency regulation; Automatic frequency control; Computer science; Control theory (sociology); Mathematical optimization; Mathematics; Control (management); Electric power system; Telecommunications; Physics; Power (physics)","authors":[{"name":"José Restrepo","is_ca":true},{"name":"F.D. Galiana","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004745420869486867,"gpt":0.175892478508863,"spread":0.1711470576393761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002186178,0.0002743196,0.0002072432,0.00004890946,0.00008923806,0.0000698965,0.0001147244,0.0001214907,0.00006772135],"category_scores_gemma":[0.000005027285,0.0002820695,0.0001013904,0.0002403087,0.00005298731,0.0001192744,0.00001295638,0.0002347806,0.00001078283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001463883,"about_ca_system_score_gemma":0.00002100515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000615421,"about_ca_topic_score_gemma":0.00000932513,"domain_scores_codex":[0.9987739,0.00001347687,0.0003259267,0.0002175682,0.0002630609,0.000406104],"domain_scores_gemma":[0.9995494,0.00004975421,0.00005468438,0.0002034836,0.00006977862,0.00007293208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001255899,0.00001758157,0.001864442,0.0001100838,0.00004799238,0.000003129674,0.0001752665,0.922946,0.07080117,0.001318599,0.002072949,0.0006415297],"study_design_scores_gemma":[0.001047636,0.00007346533,0.03551485,0.0002248807,0.00006120531,0.00003312821,0.00009164905,0.9516241,0.004602276,0.0001402239,0.005580413,0.001006194],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8445289,0.0005752862,0.1322722,0.00008009084,0.0006543984,0.0003275059,0.00002813146,0.0009939343,0.02053955],"genre_scores_gemma":[0.8726942,0.00002193495,0.1262835,0.00007010992,0.0002537107,0.0000304255,0.0000712911,0.00008545113,0.0004894038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06619889,"threshold_uncertainty_score":0.9999632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150153334","doi":"10.1109/pes.2006.1709541","title":"A three-level converter based micro-turbine distributed generation system","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Turbine; Buck–boost converter; Ćuk converter; Boost converter; Generator (circuit theory); Controller (irrigation); Computer science; Voltage; Power (physics); Electronic engineering; Engineering; Electrical engineering; Mechanical engineering","authors":[{"name":"Hassan Nikkhajoei","is_ca":true},{"name":"Maryam Saeedifard","is_ca":true},{"name":"Reza Iravani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01194886974725367,"gpt":0.1840356033534214,"spread":0.1720867336061677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002638959,0.0005320777,0.00041178,0.00007608913,0.0001487164,0.0001431538,0.0002467677,0.0002709291,0.00003205615],"category_scores_gemma":[0.000007369084,0.0005686726,0.0003645139,0.0002906165,0.00003263936,0.0001730155,0.0000243234,0.0003067533,0.00004109399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004325679,"about_ca_system_score_gemma":0.00003060411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003143239,"about_ca_topic_score_gemma":0.00003283943,"domain_scores_codex":[0.9978627,0.00001909041,0.0005837689,0.0004384723,0.00033078,0.0007651647],"domain_scores_gemma":[0.9992677,0.00004387888,0.00007615345,0.0003713254,0.0001012278,0.0001397287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003128805,0.00002226676,0.0006025742,0.0002192903,0.0001001334,0.000009465844,0.00007874248,0.5026155,0.4466438,0.00007528324,0.04910935,0.0005204732],"study_design_scores_gemma":[0.000727308,0.0000129764,0.001029735,0.0001183637,0.00004163414,0.00001038196,0.00002779527,0.930136,0.06548413,0.000001706715,0.001786164,0.0006238031],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1949988,0.0003594721,0.800628,0.00005699994,0.002145866,0.0002639214,0.0002230974,0.001140087,0.0001837249],"genre_scores_gemma":[0.9698849,0.000005067876,0.02835194,0.0001662312,0.0009636009,0.0000777681,0.000316896,0.0001510271,0.0000826272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.774886,"threshold_uncertainty_score":0.9996765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165723336","doi":"10.1109/pes.2006.1708860","title":"Localized reactive power markets using the concept of voltage control areas","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Electric Power System Optimization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"AC power; Voltage optimisation; Volt-ampere reactive; Voltage; Power control; Control (management); Electric power system; Power (physics); Voltage regulation; Computer science; Control theory (sociology); Electrical engineering; Engineering; Physics","authors":[{"name":"Zhong Jin","is_ca":false},{"name":"E. Nobile","is_ca":false},{"name":"Anjan Bose","is_ca":false},{"name":"Kankar Bhattacharya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00363905546666036,"gpt":0.1873362008880874,"spread":0.183697145421427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006470728,0.0004275027,0.0004910451,0.00007681127,0.0001190995,0.00005988462,0.0002832113,0.0002009275,0.00002615445],"category_scores_gemma":[0.00006732988,0.0003917595,0.0003371694,0.0005623375,0.00006429299,0.0001919133,0.00002478191,0.0003558774,0.000003319521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000323003,"about_ca_system_score_gemma":0.00004028431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001779585,"about_ca_topic_score_gemma":0.000002806377,"domain_scores_codex":[0.9978238,0.000071971,0.0006887265,0.000316911,0.0004225617,0.0006760419],"domain_scores_gemma":[0.9989505,0.0002155333,0.0001892157,0.0003938374,0.0001722504,0.00007869038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000729308,0.00001708983,0.0002584145,0.00003625177,0.0001527377,0.000003428723,0.0003300875,0.8206794,0.1747716,0.0001218167,0.003598627,0.00002326292],"study_design_scores_gemma":[0.0009200706,0.00002159047,0.0003728183,0.0001394437,0.00007704512,0.00002572572,0.0001015672,0.9276428,0.06860702,0.00001042133,0.001613224,0.0004683355],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2993274,0.002294404,0.6938794,0.00002503006,0.00138628,0.0005144359,0.0000484407,0.0005459205,0.001978728],"genre_scores_gemma":[0.9903092,0.00001231749,0.009020513,0.00004877661,0.0002825598,0.00002812637,0.00001346362,0.0001407676,0.0001442496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6909819,"threshold_uncertainty_score":0.9998534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118243046","doi":"10.1109/pes.2006.1708888","title":"Robust non-communication line protection scheme using novel quantities","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Tripping; Scheme (mathematics); Computer science; Modal; Circuit breaker; Transmission line; Fault (geology); Line (geometry); Electronic engineering; Fuse (electrical); Transmission (telecommunications); Engineering; Telecommunications; Electrical engineering; Mathematics","authors":[{"name":"H.A. Darwish","is_ca":false},{"name":"Tamer A. Kawady","is_ca":false},{"name":"A.-M.I. Taalab","is_ca":false},{"name":"O.P. Malik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02169447476864716,"gpt":0.2153805234008987,"spread":0.1936860486322515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005512661,0.0004121762,0.0003282761,0.0001318714,0.0002293853,0.0001368874,0.0002295944,0.0002974727,0.000008414739],"category_scores_gemma":[0.00002844989,0.0004964826,0.0002464949,0.0005160229,0.00003158094,0.0004069822,0.00004141821,0.0004901273,0.00001577451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004870948,"about_ca_system_score_gemma":0.00002240495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009578211,"about_ca_topic_score_gemma":0.00003494498,"domain_scores_codex":[0.9981285,0.0000237302,0.0006005095,0.0003292234,0.0003246274,0.0005933745],"domain_scores_gemma":[0.9992033,0.00003561974,0.0001195504,0.0004504866,0.0001186379,0.00007238571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001147506,0.0000123613,0.00003422589,0.00008781518,0.00003272961,3.13386e-7,0.0001141711,0.5236934,0.4756327,0.00002298175,0.0003387563,0.00002947106],"study_design_scores_gemma":[0.0003347891,0.00001705289,0.0001529029,0.0002351453,0.00002071426,0.00002850178,0.00006696818,0.9088682,0.08628601,0.000005253769,0.003493594,0.0004908573],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4344144,0.0005812178,0.5617514,0.00001583994,0.001442736,0.0002890852,0.00001176198,0.0009774764,0.0005160423],"genre_scores_gemma":[0.8404129,0.00002219517,0.1582953,0.00001238677,0.0008062728,0.00007215943,0.00001943515,0.0001573254,0.0002020327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4059985,"threshold_uncertainty_score":0.9997487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105551177","doi":"10.1109/pes.2006.1709083","title":"A time domain model for transient simulation of synchronous machines using phase coordinates","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stator; Synchronous motor; Electromagnetic coil; Computer science; Control theory (sociology); Transient (computer programming); Time domain; Electric power system; Matrix representation; Algorithm; Topology (electrical circuits); Electronic engineering; Power (physics); Engineering; Physics; Electrical engineering; Artificial intelligence","authors":[{"name":"P.J. Lagacé","is_ca":true},{"name":"Mai Hoa Vuong","is_ca":true},{"name":"Kamal Al‐Haddad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00836885266104822,"gpt":0.2363056743513223,"spread":0.2279368216902741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003968526,0.0002853963,0.0003662697,0.00006030695,0.00008575649,0.00003045659,0.0001107164,0.0001398452,0.00001029135],"category_scores_gemma":[0.00001910894,0.0003150573,0.0002964911,0.0002104241,0.00002865093,0.0001388606,0.000009591849,0.00009783685,0.000001073628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001741632,"about_ca_system_score_gemma":0.00002269066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000236503,"about_ca_topic_score_gemma":0.000002218192,"domain_scores_codex":[0.9985884,0.00001875885,0.0005736777,0.0002433008,0.0001814264,0.0003944329],"domain_scores_gemma":[0.9994541,0.0000972792,0.0000815755,0.000189724,0.0001140591,0.0000632203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006624829,0.00004599676,0.00001765913,0.0002053259,0.0000406589,2.396446e-7,0.0005516356,0.8398951,0.1588973,0.00001980417,0.0002854874,0.00003416687],"study_design_scores_gemma":[0.0009147488,0.00002273962,0.000009639912,0.00006627164,0.00003156628,0.000001830125,0.00002152847,0.9926749,0.0057736,0.00001840435,0.000151382,0.0003133857],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4169567,0.0002337104,0.58193,0.000005365558,0.000210471,0.0002511489,0.00008825427,0.000229445,0.00009491519],"genre_scores_gemma":[0.8901202,0.000002360849,0.109574,0.000007922529,0.00008802833,0.00002468964,0.00003862863,0.00007699523,0.00006719063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4731635,"threshold_uncertainty_score":0.9999301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166434031","doi":"10.1109/pes.2006.1709163","title":"On the accuracy of state estimation","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec","funders":"","keywords":"Computer science; Least-squares function approximation; State (computer science); Estimation; Algorithm; Applied mathematics; Mathematics; Statistics; Engineering","authors":[{"name":"S. Lefebvre","is_ca":true},{"name":"Jacques Prévost","is_ca":true},{"name":"H. Horisberger","is_ca":true},{"name":"B. Lambert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004085657124712551,"gpt":0.1916516883138621,"spread":0.1875660311891495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003180639,0.0001858726,0.0001709157,0.0000343153,0.00006684072,0.00004032723,0.0001233385,0.00006885788,0.00001286761],"category_scores_gemma":[0.00006011106,0.0001541295,0.0001708898,0.0002062759,0.00001490734,0.000074558,0.000007906604,0.0001835323,0.00001899029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007461279,"about_ca_system_score_gemma":0.000007353368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009604185,"about_ca_topic_score_gemma":0.000003914504,"domain_scores_codex":[0.9990241,0.00002001104,0.0003342988,0.0001300384,0.0002196723,0.000271864],"domain_scores_gemma":[0.9994452,0.0002245599,0.00006486969,0.0001981233,0.00003595226,0.00003130075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000136686,0.000006219168,0.0000131692,0.00003447803,0.00002858774,3.422636e-7,0.0001228345,0.8499593,0.1437419,0.0002963146,0.005566975,0.0002285937],"study_design_scores_gemma":[0.0001817573,0.00001425996,0.0001881546,0.00006364955,0.000007236353,0.000002271992,0.00002543425,0.9337006,0.06409823,0.00006159262,0.001491415,0.0001653536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9355711,0.0002579218,0.06044545,0.0000726654,0.001058101,0.0002039248,0.00001384155,0.0004904186,0.00188654],"genre_scores_gemma":[0.997735,0.000008661286,0.001786264,0.00004372338,0.000137244,0.00003208538,0.000003527248,0.00004755669,0.0002059675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0837414,"threshold_uncertainty_score":0.6285219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122321076","doi":"10.1109/pes.2006.1708992","title":"Flicker representation via STFT and wavelets","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"University of Manchester","keywords":"Flicker; Short-time Fourier transform; Wavelet; Wavelet transform; Fourier transform; Harmonic wavelet transform; Harmonic; Computer science; Time–frequency analysis; Harmonics; Time–frequency representation; Frequency domain; Electronic engineering; Discrete wavelet transform; Artificial intelligence; Mathematics; Fourier analysis; Computer vision; Acoustics; Engineering; Physics; Electrical engineering; Mathematical analysis","authors":[{"name":"Alexandre B. Nassif","is_ca":true},{"name":"T. Tayjasanant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008010412399739961,"gpt":0.2096385215388322,"spread":0.2016281091390922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004014533,0.0002782556,0.0002381411,0.00004771291,0.0001050504,0.00008363104,0.0001099987,0.0001701546,0.00001776551],"category_scores_gemma":[0.00001952037,0.0003233445,0.000148997,0.0002201505,0.00003024849,0.0001987418,0.00003036134,0.0002780165,0.0000174278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009355864,"about_ca_system_score_gemma":0.000008241675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009053557,"about_ca_topic_score_gemma":0.000005788665,"domain_scores_codex":[0.9985933,0.00002545204,0.0003636089,0.0002871199,0.0002311163,0.0004994399],"domain_scores_gemma":[0.9995223,0.00008473308,0.00004093194,0.0002187504,0.0000395948,0.00009372307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003786298,0.00002822827,0.0006877957,0.000167548,0.000131211,0.000009092789,0.001178355,0.5803586,0.3977327,0.0008726182,0.01770508,0.001124981],"study_design_scores_gemma":[0.0006196271,0.00002152248,0.004933985,0.00007934729,0.00005243462,0.00003257198,0.00009342694,0.883836,0.09374238,0.0003213145,0.01539737,0.0008700332],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8475634,0.001747903,0.146568,0.00008999419,0.001083556,0.0001681175,0.00001928745,0.000934105,0.001825653],"genre_scores_gemma":[0.9720788,0.0001124102,0.026532,0.0001053933,0.0005535256,0.00002208653,0.0000301454,0.00009939485,0.0004662332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3039903,"threshold_uncertainty_score":0.9999219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2113322605","doi":"10.1109/pes.2006.1709404","title":"Upgrading an existing 138 kV transmission line in Manitoba","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Manitoba Hydro","funders":"Manitoba Hydro","keywords":"Line (geometry); Electric power transmission; Investment (military); Transmission line; Electrical engineering; Computer science; Engineering; Telecommunications; Reliability engineering; Electronic engineering","authors":[{"name":"Ming Lu","is_ca":true},{"name":"G. Pfrimmer","is_ca":true},{"name":"Zibby Kieloch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01047560681294893,"gpt":0.216153259428515,"spread":0.2056776526155661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006930078,0.0005465932,0.000470644,0.0001864684,0.0001482011,0.0001050017,0.0003515896,0.0002924932,0.0000362184],"category_scores_gemma":[0.00001413449,0.0005904561,0.0003471843,0.0006948541,0.00002807626,0.0003676118,0.00002174434,0.0006414449,0.00001318385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316113,"about_ca_system_score_gemma":0.00001580962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004107981,"about_ca_topic_score_gemma":0.00006376393,"domain_scores_codex":[0.9972901,0.00005151948,0.00079614,0.0005179242,0.0004085363,0.0009357198],"domain_scores_gemma":[0.9992689,0.00008361949,0.00006636132,0.0003418254,0.00004752253,0.0001918078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000323211,0.00003609819,0.0005130029,0.00009338235,0.00002750805,0.00001335272,0.0003729166,0.655899,0.3411948,0.00004616873,0.0003163774,0.001484063],"study_design_scores_gemma":[0.0005424463,0.00002942312,0.001226188,0.0003604637,0.00003998051,0.00001381369,0.0001262777,0.918181,0.07436027,0.00005596,0.004289197,0.0007749697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8634943,0.001437166,0.1310188,0.0000418557,0.0007691675,0.0001943263,0.00001174254,0.001215503,0.001817101],"genre_scores_gemma":[0.9401512,0.00007037641,0.05855753,0.00003928983,0.0007337271,0.00002519812,0.00005127785,0.0001994227,0.0001720551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2668346,"threshold_uncertainty_score":0.9996547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168106341","doi":"10.1109/pes.2006.1709169","title":"Sensitivity-based generation rescheduling for multicontingency voltage stability enhancement","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Sensitivity (control systems); Margin (machine learning); Generator (circuit theory); Voltage; Stability (learning theory); Control theory (sociology); Computer science; Power (physics); Electric power system; Electric generator; Engineering; Electronic engineering; Artificial intelligence; Electrical engineering; Machine learning; Control (management); Physics","authors":[{"name":"Saikat Chakrabarti","is_ca":true},{"name":"B. Jeyasurya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01174483151769114,"gpt":0.2123855065910168,"spread":0.2006406750733257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001477881,0.0004027778,0.000377556,0.00005680733,0.00020854,0.0001128379,0.0001106235,0.0002019104,0.00002300274],"category_scores_gemma":[0.0001208429,0.0004661907,0.0003529474,0.0002427392,0.00002725432,0.000178623,0.00001774069,0.0002139406,0.000005489602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003610766,"about_ca_system_score_gemma":0.00003843378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008062274,"about_ca_topic_score_gemma":0.00005701754,"domain_scores_codex":[0.997783,0.00005679415,0.000712136,0.0004802214,0.0002981016,0.0006697697],"domain_scores_gemma":[0.9990236,0.0001867174,0.00009403202,0.0003804135,0.0002090532,0.0001061611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000253291,0.00003311495,0.0004651606,0.0001555161,0.00002272682,5.236899e-7,0.0001379189,0.6003683,0.3978175,0.00004279065,0.0009084273,0.00004545248],"study_design_scores_gemma":[0.0004239454,0.00001550979,0.0001750598,0.00003870608,0.00001837442,7.21874e-7,0.00002722712,0.7440702,0.253422,0.000002744041,0.001432572,0.0003729023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3622692,0.0002320766,0.6349793,0.00002530745,0.001203353,0.0004535033,0.00004663348,0.0005304953,0.0002601119],"genre_scores_gemma":[0.8612822,0.000005176388,0.1378247,0.0000524473,0.0004302966,0.0001354181,0.0001070133,0.00008940875,0.00007332912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.499013,"threshold_uncertainty_score":0.999779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112007466","doi":"10.1109/pes.2006.1709001","title":"Damping torque estimation and oscillatory stability margin prediction","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Damping torque; Control theory (sociology); Torque; Synchronizing; Electric power system; Nonlinear system; Line (geometry); Identification (biology); Instability; Ordinary least squares; Power (physics); Mathematics; Computer science; Physics; Mechanics; Statistics; Direct torque control; Voltage; Induction motor","authors":[{"name":"Hassan Ghasemi","is_ca":true},{"name":"Claudio A. Cañizares","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004640695065143477,"gpt":0.174559885611742,"spread":0.1699191905465985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007072698,0.000282122,0.000241056,0.00005640451,0.0001296089,0.0001336398,0.00008184445,0.0001839546,0.00002522517],"category_scores_gemma":[0.00004062015,0.0003232157,0.0001272643,0.0002491978,0.00003596035,0.0003714781,0.00001900289,0.0002149381,0.00000307923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003262397,"about_ca_system_score_gemma":0.00002357153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005821675,"about_ca_topic_score_gemma":0.000007064135,"domain_scores_codex":[0.998502,0.00004079783,0.0004729666,0.0003481664,0.0002411734,0.0003949367],"domain_scores_gemma":[0.9994714,0.0001027408,0.00003846679,0.0002336253,0.00005851057,0.00009527512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001195286,0.00001016892,0.002531362,0.0002748729,0.00002709467,7.382858e-7,0.0003416993,0.9635862,0.03128787,0.0001158955,0.001628044,0.0001948789],"study_design_scores_gemma":[0.0001769332,0.000009272136,0.005337574,0.00009101011,0.00001207849,0.000006906078,0.00004086965,0.9869186,0.004825677,0.00001033913,0.002278321,0.0002923901],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5014681,0.001139515,0.4932618,0.00002002591,0.001340322,0.0002283524,0.00004730821,0.001311521,0.001183094],"genre_scores_gemma":[0.9705386,0.00003960664,0.02903493,0.00001479662,0.0001921104,0.00003259871,0.0000387148,0.00006199656,0.00004670776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4690704,"threshold_uncertainty_score":0.999922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2142817240","doi":"10.1109/pes.2006.1709170","title":"Localization of partial discharges using UHF sensors in power transformers","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Ultra high frequency; Partial discharge; Transformer; Electrical engineering; MATLAB; Electronic circuit; Electronic engineering; Computer science; Materials science; Engineering; Voltage","authors":[{"name":"Zhan Shen","is_ca":true},{"name":"Ehab F. El‐Saadany","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007092785983164527,"gpt":0.2172241390840255,"spread":0.210131353100861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004439963,0.0001908457,0.0002408621,0.00007707519,0.00007591552,0.00003451356,0.00009414773,0.0001046641,0.00007337809],"category_scores_gemma":[0.00002944629,0.0001959539,0.0001253486,0.0004170796,0.00003693593,0.00018988,0.00001131832,0.0001029598,0.000005547684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166831,"about_ca_system_score_gemma":0.00003611238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000408941,"about_ca_topic_score_gemma":0.000006305457,"domain_scores_codex":[0.9984857,0.00003672111,0.0005052002,0.0002561899,0.0002809661,0.0004352229],"domain_scores_gemma":[0.9996253,0.00004455504,0.000111784,0.0001078703,0.00005640584,0.00005407268],"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":[0.000003607713,0.0000234684,0.001098376,0.00001765014,0.00000349299,7.948129e-7,0.0004108874,0.4798952,0.5183404,0.0001239019,0.00007490451,0.000007333189],"study_design_scores_gemma":[0.0004217867,0.00002093737,0.0005494294,0.00005886007,0.00001082101,0.000002325133,0.0000987099,0.5598921,0.4381562,0.00002518703,0.0004867643,0.0002769226],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9045122,0.0001474431,0.09424928,0.00002603475,0.000435118,0.0001225672,0.00001431121,0.0000871914,0.0004058022],"genre_scores_gemma":[0.9921117,0.000007334243,0.00760801,0.00003810484,0.0001342,0.000005925396,0.000008641639,0.00003262639,0.00005346314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08759944,"threshold_uncertainty_score":0.7990769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2764720463","doi":"10.1109/pes.2006.1709392","title":"Investigating distributed generation systems performance using Monte Carlo simulation","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Energy Load and Power Forecasting","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Monte Carlo method; Randomness; Computer science; Electric power system; Distributed generation; Mathematical optimization; Simulation; Power (physics); Algorithm; Mathematics; Statistics","authors":[{"name":"Walid El‐Khattam","is_ca":true},{"name":"Y. G. Hegazy","is_ca":true},{"name":"M.M.A. Salama","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01468751178050702,"gpt":0.2052447707448418,"spread":0.1905572589643348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004118376,0.0004448832,0.0003298928,0.00007853008,0.0002936487,0.0001958741,0.0001562044,0.0002367453,0.000002923229],"category_scores_gemma":[0.00003362133,0.0005104894,0.0001833789,0.0004663141,0.00002808043,0.0004134175,0.00002864306,0.000342017,0.000002671789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003469522,"about_ca_system_score_gemma":0.00002427907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003101797,"about_ca_topic_score_gemma":0.000007304124,"domain_scores_codex":[0.9978873,0.00003185766,0.0006627195,0.000348004,0.0003556566,0.0007145163],"domain_scores_gemma":[0.9993286,0.00007490157,0.0001237587,0.0002436237,0.0001121746,0.0001169297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[3.9438e-7,0.000005789089,0.001293793,0.0001126796,0.00003546006,0.000001166109,0.0001564146,0.8323786,0.1653946,0.00002225286,0.0005343513,0.00006457679],"study_design_scores_gemma":[0.0002377483,0.00001273758,0.0002591057,0.0002306638,0.00003060363,0.00001037674,0.00003060797,0.9807736,0.01688448,7.900688e-7,0.0009760709,0.0005532361],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9082331,0.001010574,0.08727157,0.000004733636,0.002142948,0.0001659847,0.00004004745,0.0008998206,0.0002312047],"genre_scores_gemma":[0.9812522,0.0000182527,0.0164451,0.00001705621,0.001954013,0.00002335425,0.00007786069,0.000139456,0.00007271479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1485101,"threshold_uncertainty_score":0.9997347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114713258","doi":"10.1109/pes.2006.1708921","title":"The RECRE system: restoration planning for Hydro-Quebec's power system","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Hydro-Québec","funders":"","keywords":"Unavailability; Acronym; Plan (archaeology); Electric power system; Hydroelectricity; Computer science; Reliability engineering; Systems engineering; Power (physics); Operations research; Engineering; Electrical engineering","authors":[{"name":"Raouf Naggar","is_ca":true},{"name":"Luc Cauchon","is_ca":true},{"name":"Stéphane Hénault","is_ca":true},{"name":"Si Truc Phan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005586154642901943,"gpt":0.2002500330893822,"spread":0.1946638784464803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008428326,0.0003450567,0.0002707654,0.00005646588,0.0004316217,0.000198094,0.0002189489,0.000214659,9.616598e-7],"category_scores_gemma":[0.00002956967,0.0003091093,0.0002581126,0.0002463797,0.00002712771,0.0002071229,0.00002061811,0.0002723498,0.000007098335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005496591,"about_ca_system_score_gemma":0.00002047397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002771299,"about_ca_topic_score_gemma":0.00002007397,"domain_scores_codex":[0.9982401,0.00003002167,0.0005411134,0.0003292212,0.000265302,0.0005942537],"domain_scores_gemma":[0.9992434,0.0001152796,0.0001013856,0.000350289,0.0001222986,0.00006738891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008392105,0.000009686842,0.00009935539,0.0006488242,0.00009876219,0.000003353633,0.0006161134,0.8220513,0.07561314,0.001447883,0.09901299,0.0003902197],"study_design_scores_gemma":[0.000513235,0.00006683244,0.000277617,0.0008876004,0.00007356296,0.00005031923,0.001206513,0.723992,0.1883183,0.00003007726,0.08350509,0.001078866],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7328663,0.008797213,0.2198522,0.0004449933,0.0136294,0.001874517,0.00008103605,0.01438163,0.008072748],"genre_scores_gemma":[0.9797726,0.00001664451,0.0173238,0.00001549779,0.001475199,0.0002528247,0.00002720825,0.0001431632,0.0009730386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2469063,"threshold_uncertainty_score":0.9999361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133068933","doi":"10.1109/pes.2006.1709337","title":"Estimation of wind penetration as limited by frequency deviation","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Wind power; Penetration (warfare); Frequency deviation; Wind speed; Environmental science; Standard deviation; Thermal; Thermal power station; Meteorology; Control theory (sociology); Marine engineering; Computer science; Engineering; Electrical engineering; Physics; Mathematics; Automatic frequency control; Statistics","authors":[{"name":"Changling Luo","is_ca":true},{"name":"Hamed Golestani Far","is_ca":true},{"name":"H. Banakar","is_ca":true},{"name":"Pin-Kwan Keung","is_ca":true},{"name":"Boon‐Teck Ooi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002946868158427234,"gpt":0.1812115874713556,"spread":0.1782647193129284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003854544,0.0002419734,0.0002413985,0.00004929855,0.00005801885,0.0000386865,0.0001260319,0.0001867774,0.00001130091],"category_scores_gemma":[0.00006334398,0.0002748142,0.0001561588,0.0003043675,0.00002154271,0.0002608484,0.00000972483,0.0001681311,0.00001427209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001899704,"about_ca_system_score_gemma":0.00002051651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002551161,"about_ca_topic_score_gemma":0.000006815632,"domain_scores_codex":[0.9985976,0.00002229933,0.0005369151,0.0002254836,0.000266216,0.0003514389],"domain_scores_gemma":[0.9994862,0.00006387691,0.0001018817,0.0002117043,0.00008287981,0.00005346937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[8.414766e-7,0.00001485081,0.0002127403,0.0001318057,0.00002187123,3.378497e-7,0.0001490762,0.6798797,0.3144606,0.0002662803,0.004725297,0.0001366507],"study_design_scores_gemma":[0.0002789984,0.00003367547,0.001164483,0.0001671925,0.00002319814,0.000005705717,0.00002844101,0.8261207,0.1707103,0.0001189684,0.0009862133,0.0003621294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8356175,0.0009791795,0.1597672,0.00003692642,0.0008507675,0.0002264457,0.00002723248,0.0004419131,0.002052871],"genre_scores_gemma":[0.9832014,0.00003182335,0.01630231,0.00002292507,0.0001494218,0.00001759469,0.00007730599,0.00005294778,0.0001442048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.147584,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143713801","doi":"10.1109/pes.2006.1708976","title":"Supply adequacy mechanisms and cross-border contracts in the Central American regional electricity market","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Electric Power System Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Business; Electricity market; Industrial organization; Mains electricity; Electricity; Engineering","authors":[{"name":"K. Karacsonyi","is_ca":false},{"name":"Manuel Tinoco","is_ca":true},{"name":"Richard Ríos","is_ca":false},{"name":"Felipe Corral Montoya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003028271181776102,"gpt":0.2246665710995762,"spread":0.2216382999178001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006962375,0.0003719022,0.000335695,0.00009301466,0.000118969,0.0001795125,0.0002108236,0.0001486558,0.00001571362],"category_scores_gemma":[0.00004626204,0.0003542754,0.0001394027,0.000775586,0.00004714978,0.0002203646,0.00001721006,0.0004289887,0.000002167391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457803,"about_ca_system_score_gemma":0.00002917207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005391403,"about_ca_topic_score_gemma":0.00004764643,"domain_scores_codex":[0.9977553,0.00007156958,0.0004879867,0.0003497988,0.0003837397,0.0009515396],"domain_scores_gemma":[0.9993145,0.0002202638,0.00009382537,0.0002294271,0.00005728339,0.0000846682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009275375,0.0000426643,0.003947492,0.00006198734,0.00005954541,0.00001187647,0.000561183,0.945253,0.03858884,0.0005426619,0.01058917,0.0003323577],"study_design_scores_gemma":[0.0007827988,0.00005121422,0.05085885,0.00007397024,0.00002623171,0.0000801419,0.00007376405,0.9388271,0.004791296,0.00004976237,0.003696784,0.0006880776],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.83656,0.001795656,0.1578365,0.0001979917,0.0006379444,0.0005327145,0.00002068189,0.000569978,0.001848539],"genre_scores_gemma":[0.9814397,0.0001349355,0.01759356,0.0001918667,0.0002987715,0.00005468664,0.0000211206,0.00008882679,0.0001765972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1448796,"threshold_uncertainty_score":0.9998909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151330222","doi":"10.1109/pes.2006.1709576","title":"Optimal tracking secondary voltage control for the DFIG wind turbines","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Control theory (sociology); Wind power; AC power; Voltage regulation; Induction generator; Voltage; Voltage optimisation; Voltage droop; Compensation (psychology); Engineering; Margin (machine learning); Electric power system; Voltage controller; Voltage regulator; Computer science; Power (physics); Control (management); Electrical engineering; Physics","authors":[{"name":"Mohamed Shawky El Moursi","is_ca":true},{"name":"Chad Abbey","is_ca":true},{"name":"G. Joós","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004863451207413039,"gpt":0.1861788394514081,"spread":0.181315388243995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007852995,0.0005665975,0.0005215749,0.0000637113,0.0002773504,0.0002283375,0.0004110673,0.0002608506,0.00002061188],"category_scores_gemma":[0.00006457337,0.0004941974,0.0006286331,0.000257763,0.00004145904,0.0002606145,0.00002473329,0.0005150142,0.00001377007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001727291,"about_ca_system_score_gemma":0.00003312707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001056862,"about_ca_topic_score_gemma":0.00001063846,"domain_scores_codex":[0.9975351,0.00002312541,0.0006843289,0.0004135827,0.0003314063,0.001012468],"domain_scores_gemma":[0.9987093,0.0005414215,0.0001065892,0.0004098955,0.0001273078,0.0001055434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005797947,0.00001150117,0.0002360594,0.000125032,0.0002018803,0.000003168986,0.0001866155,0.8367609,0.1424363,0.00007821379,0.01971656,0.0002380226],"study_design_scores_gemma":[0.001810613,0.00003163502,0.002222598,0.00009666465,0.0001090882,0.00002393761,0.0000816999,0.9526409,0.01178388,0.00001123769,0.0304904,0.0006973703],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5279584,0.01075546,0.4494196,0.000292458,0.006456506,0.001630133,0.000248266,0.001963876,0.001275364],"genre_scores_gemma":[0.9887083,0.00001329322,0.005989757,0.0001295954,0.004127819,0.0001608883,0.00002253169,0.0002362397,0.0006116405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4607498,"threshold_uncertainty_score":0.999751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2115910105","doi":"10.1109/pes.2006.1709589","title":"Topological observability analysis using heuristic rule based expert system","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Observability; Heuristic; Spanning tree; Observable; Minimum spanning tree; Computer science; Graph; Electric power system; Graph theory; Expert system; Tree (set theory); Mathematics; Mathematical optimization; Topology (electrical circuits); Algorithm; Theoretical computer science; Power (physics); Discrete mathematics; Artificial intelligence; Combinatorics; Applied mathematics","authors":[{"name":"Amit Jain","is_ca":false},{"name":"R. Balasubramanian","is_ca":false},{"name":"S. C. Tripathy","is_ca":false},{"name":"Yoshiyuki Kawazoe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01098997573597128,"gpt":0.2154739357472287,"spread":0.2044839600112574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007518219,0.0004420702,0.0006294246,0.0001058784,0.0001780556,0.0001127017,0.0002463465,0.0002732608,0.00005616378],"category_scores_gemma":[0.00005222484,0.0004570489,0.0006762808,0.001008204,0.0000471817,0.0001309009,0.00003100668,0.0002602009,0.000007864036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006777314,"about_ca_system_score_gemma":0.00003025457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003289919,"about_ca_topic_score_gemma":0.00001176434,"domain_scores_codex":[0.9975497,0.00009660074,0.0007716424,0.0005084728,0.0003798121,0.0006937814],"domain_scores_gemma":[0.9989687,0.0001430297,0.0000851995,0.0005246459,0.0001209736,0.0001574922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002227456,0.00003204396,0.005329935,0.0001642119,0.0001518798,0.00000409322,0.0001044969,0.9793781,0.01430201,0.00008564907,0.0004397713,0.000005565178],"study_design_scores_gemma":[0.0002428258,0.000008501131,0.002826786,0.00004644921,0.0001173258,0.00000380786,0.00009641382,0.9923745,0.003347816,0.000002694291,0.0004466715,0.0004862116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4773153,0.0005344868,0.519008,0.00001300167,0.0009424037,0.0001728113,0.00003816705,0.001205515,0.0007702863],"genre_scores_gemma":[0.9213549,0.000003275834,0.07821473,0.00003830248,0.0002092959,0.0000331485,0.00003575311,0.00006652599,0.0000440002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4440396,"threshold_uncertainty_score":0.9997881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984278330","doi":"10.1109/pes.2006.1708934","title":"Research and technology shaping the future of electric power systems","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Powertech Labs (Canada)","funders":"","keywords":"Reliability (semiconductor); Electricity; Electric power industry; Presentation (obstetrics); Electric power; Mains electricity; Electric power quality; Risk analysis (engineering); Quality (philosophy); Environmentally friendly; Power (physics); Emerging technologies; Computer science; Business; Engineering; Electrical engineering","authors":[{"name":"P. Kundur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007594937809834022,"gpt":0.2182557379976488,"spread":0.2106608001878148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00141801,0.0002663152,0.0003432836,0.0001666551,0.0001725557,0.00006929418,0.0003328119,0.0003034776,0.000002690667],"category_scores_gemma":[0.00003464904,0.0002213894,0.0001106585,0.001204955,0.0001041391,0.0001003343,0.00006247107,0.0006754161,0.000004841085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001552094,"about_ca_system_score_gemma":0.00002666483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009748791,"about_ca_topic_score_gemma":0.000005012305,"domain_scores_codex":[0.9980058,0.0000460043,0.0004833695,0.000313092,0.0003710023,0.0007807242],"domain_scores_gemma":[0.9990725,0.0001648913,0.00006216035,0.0004057231,0.0002368151,0.00005791001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004472629,0.00004053441,0.000898082,0.000743418,0.0001448752,0.000006382881,0.0005931233,0.4843164,0.4783106,0.01046738,0.02431582,0.0001588803],"study_design_scores_gemma":[0.0008601531,0.0002196615,0.001469074,0.00101858,0.00004652241,0.0001711629,0.00262232,0.8266364,0.07816246,0.0004731042,0.08703469,0.001285887],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428155,0.04119579,0.01037168,0.0003560547,0.002332531,0.000500319,0.00001426071,0.0006594885,0.001754343],"genre_scores_gemma":[0.9978132,0.0002576915,0.00123061,0.00001020725,0.0003557117,0.00006113132,0.000001900046,0.00006788816,0.0002016875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4001482,"threshold_uncertainty_score":0.9027996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109975151","doi":"10.1109/pes.2006.1709402","title":"Adaptive fuzzy control of SSSC to improve damping of power system oscillations","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Control theory (sociology); Identifier; Controller (irrigation); Electric power system; Adaptive control; Fuzzy logic; Computer science; Power (physics); Fuzzy control system; Control engineering; Engineering; Control (management); Physics; Artificial intelligence","authors":[{"name":"T. Abdelazim","is_ca":true},{"name":"O.P. Malik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004098576658512859,"gpt":0.183184432928968,"spread":0.1790858562704552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005735632,0.0003284686,0.0005650228,0.0001103591,0.00006854192,0.00002684999,0.0001980352,0.0001758378,0.00001021013],"category_scores_gemma":[0.00004777698,0.0003615757,0.0003309152,0.0004980424,0.00003116196,0.0001310945,0.00002863113,0.0001671482,0.000005842748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002626452,"about_ca_system_score_gemma":0.00003375623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001280562,"about_ca_topic_score_gemma":0.000007043762,"domain_scores_codex":[0.9979192,0.00004177534,0.0008993737,0.0003139625,0.0003477005,0.0004779674],"domain_scores_gemma":[0.99896,0.0001240537,0.0001566846,0.0003795838,0.0002593566,0.0001202835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005180273,0.00001774379,0.0004910671,0.0002191269,0.00008694876,5.259575e-7,0.0005050014,0.8571033,0.1399884,0.0008076153,0.0007627911,0.00001234155],"study_design_scores_gemma":[0.0008373797,0.00007533837,0.001741245,0.0003545209,0.00005376251,0.000004488185,0.0005623851,0.9629642,0.03202811,0.000006410065,0.0007869037,0.0005853079],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2557143,0.0005161946,0.7332168,0.00002160768,0.002149098,0.0005875407,0.0002375989,0.0005808116,0.006976073],"genre_scores_gemma":[0.9728449,0.000002638033,0.02680529,0.00001502129,0.0001311477,0.0000383471,0.00000760987,0.00007584375,0.00007920821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7171306,"threshold_uncertainty_score":0.9998836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159630438","doi":"10.1109/pes.2006.1709391","title":"Test feeder analysis with two large induction generators using initialization and time-domain simulation","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Emtp; Initialization; Waveform; Fault (geology); Computer science; Time domain; Induction generator; Wind power; Engineering; Electric power system; Voltage; Power (physics); Electrical engineering","authors":[{"name":"Luis Daniel Bellomo","is_ca":true},{"name":"Jean Mahseredjian","is_ca":true},{"name":"G. Olivier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004673650052142399,"gpt":0.2092233460915111,"spread":0.2045496960393687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003658464,0.0003056788,0.0003264254,0.0001734623,0.0001790812,0.0001811132,0.00005703488,0.0001450994,0.00001685025],"category_scores_gemma":[0.0000144021,0.0003145788,0.0001416651,0.0008717888,0.00001661746,0.00029084,0.0000117043,0.0001463112,0.000002945203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155881,"about_ca_system_score_gemma":0.00001354923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001292813,"about_ca_topic_score_gemma":0.00001695744,"domain_scores_codex":[0.9985773,0.00003832337,0.0004194375,0.0002945719,0.0002749873,0.0003954002],"domain_scores_gemma":[0.9994792,0.00008029598,0.00009670326,0.0001680423,0.00009702009,0.00007878922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002094512,0.00001300345,0.004558735,0.00002308417,0.0001816351,0.000001059598,0.000174965,0.8868213,0.1080654,0.00004378584,0.00007649035,0.00003841818],"study_design_scores_gemma":[0.0007040148,0.00001405491,0.001704755,0.00003330327,0.0001739417,0.000004401284,0.00005161044,0.9942033,0.002399244,0.000006061007,0.0003306422,0.0003746592],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6738257,0.0001651872,0.3249341,0.000006296728,0.0001730777,0.0001657548,0.0000135896,0.0003595747,0.0003567291],"genre_scores_gemma":[0.9869359,0.000003926431,0.01219253,0.00002350679,0.0006134307,0.00001285482,0.00007529386,0.00008570783,0.00005681975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3131102,"threshold_uncertainty_score":0.9999306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117858766","doi":"10.1109/pes.2006.1708872","title":"Line impact cost concept to calculate congestion costs in deregulated electricity market","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Electric Power System Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Electricity; Line (geometry); Network congestion; Computer science; Schedule; Reliability engineering; Operations research; Computer network; Engineering; Electrical engineering; Mathematics","authors":[{"name":"B. Malladi","is_ca":true},{"name":"Bala Venkatesh","is_ca":true},{"name":"E.F. Hill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003601233066229911,"gpt":0.2102979007390741,"spread":0.2066966676728441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00059699,0.0004942436,0.0004682727,0.0002210159,0.0000737493,0.00009744538,0.000205999,0.0003144775,0.00003234494],"category_scores_gemma":[0.00008142403,0.0005600385,0.0002161799,0.00151947,0.00001542861,0.0002031316,0.00002464594,0.0004155068,0.0000152372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001580946,"about_ca_system_score_gemma":0.00004253589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007091783,"about_ca_topic_score_gemma":0.00006537714,"domain_scores_codex":[0.9974678,0.00006731221,0.0006890366,0.000426853,0.0003390622,0.001009926],"domain_scores_gemma":[0.9991969,0.0001220633,0.00008254786,0.0002842627,0.0001300691,0.0001841659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007904613,0.00002352801,0.001114949,0.00003263911,0.00005235261,0.000007439053,0.0001301097,0.9081771,0.07788455,0.00001560408,0.01226388,0.0002899728],"study_design_scores_gemma":[0.0006932519,0.00004876649,0.008664128,0.0001732318,0.0000199386,0.00001972354,0.000007968029,0.9589787,0.03033864,0.000002830552,0.0004360474,0.0006167818],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.804305,0.001141721,0.1905068,0.00005309219,0.000913585,0.0008671575,0.00004035055,0.001085146,0.00108715],"genre_scores_gemma":[0.9905035,0.00003199744,0.008546696,0.00005330574,0.000313671,0.00007218041,0.00007152089,0.0001503354,0.0002567232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1861985,"threshold_uncertainty_score":0.9996851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110384814","doi":"10.1109/pes.2006.1709023","title":"Toward controlled wind farm output: adjustable power filtering","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Wind power; Control theory (sociology); Turbine; Power optimizer; Electric power system; Control engineering; Torque; Computer science; Power (physics); Power control; Grid; Engineering; Control (management); Maximum power point tracking; Mathematics; Physics; Electrical engineering; Mechanical engineering","authors":[{"name":"Barry Rawn","is_ca":true},{"name":"Peter W. Lehn","is_ca":true},{"name":"Manfredi Maggiore","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006846013343184392,"gpt":0.1820607335621789,"spread":0.1752147202189946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007247499,0.0008060824,0.001037022,0.0001436719,0.0001611747,0.0002482145,0.000429812,0.0003741501,0.00005606705],"category_scores_gemma":[0.00006495554,0.0008483863,0.0007547942,0.0004248306,0.00003397207,0.0002693349,0.00006992835,0.0005983697,0.00007505655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003975767,"about_ca_system_score_gemma":0.00003551525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002080112,"about_ca_topic_score_gemma":0.000008948496,"domain_scores_codex":[0.9963115,0.00004640716,0.001035361,0.0005897725,0.0005674217,0.00144952],"domain_scores_gemma":[0.9988155,0.0001624888,0.0001417536,0.000527953,0.0001336684,0.0002186294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001350712,0.00002769802,0.0002363424,0.0001372706,0.0002557502,0.00001996942,0.0004139134,0.8081685,0.1776808,0.0001071018,0.01287116,0.00006799486],"study_design_scores_gemma":[0.008885363,0.00008918501,0.001584221,0.0003855315,0.0001752723,0.00007918974,0.0002367673,0.9037964,0.02835135,0.00002910428,0.05399291,0.002394671],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8935097,0.007282132,0.06081457,0.0001718364,0.008703334,0.001419039,0.00009464051,0.004017172,0.0239876],"genre_scores_gemma":[0.987863,0.00002365257,0.007581698,0.00009376134,0.001763437,0.0001005913,0.00002533122,0.0003026303,0.002245897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1493294,"threshold_uncertainty_score":0.9993967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123958848","doi":"10.1109/pes.2006.1709255","title":"Nonlinear state space modeling of a variable speed wind power generation system","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Nonlinear system; Control theory (sociology); State space; State-space representation; Variable (mathematics); State variable; Computer science; Wind power; Representation (politics); Wind speed; Trajectory; Linear model; Mathematics; Engineering; Control (management); Algorithm; Physics; Artificial intelligence; Meteorology","authors":[{"name":"Sayyed Hossein Edjtahed","is_ca":false},{"name":"M. Karrari","is_ca":false},{"name":"William Rosehart","is_ca":true},{"name":"A.A. Ali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005527981933733119,"gpt":0.1759663604544904,"spread":0.1704383785207573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006890134,0.000504738,0.0006000848,0.0001142661,0.0001002265,0.00009741733,0.0002419847,0.0002782886,0.000008065893],"category_scores_gemma":[0.00002563924,0.0005614212,0.00030626,0.0004613767,0.00001845023,0.0002514956,0.00003354711,0.0004219939,0.00001532738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003486722,"about_ca_system_score_gemma":0.00004283993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004756511,"about_ca_topic_score_gemma":0.000004334569,"domain_scores_codex":[0.9973289,0.00004399675,0.000912439,0.000420017,0.0004884838,0.0008060996],"domain_scores_gemma":[0.9990579,0.00005631865,0.0001421615,0.0004323635,0.0002058786,0.0001053715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001735375,0.00001146216,0.0000726399,0.0001527366,0.00008372454,0.000004498342,0.000163107,0.6448872,0.3521098,0.0001168578,0.002393673,0.000002558607],"study_design_scores_gemma":[0.0005882877,0.00002457592,0.00002058691,0.0001941845,0.00003955353,0.00001862396,0.00006333476,0.9682915,0.02919016,0.00000416246,0.001044957,0.0005201322],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8156837,0.0009019735,0.1781997,0.00008078275,0.001903485,0.0004061032,0.0000596475,0.001001441,0.001763207],"genre_scores_gemma":[0.9555059,0.000005449946,0.04233391,0.00005689759,0.001616746,0.00001307043,0.00003576329,0.0001987311,0.000233534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3234043,"threshold_uncertainty_score":0.9996837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1985607615","doi":"10.1109/pes.2006.1709543","title":"A hybrid algorithm for high speed transmission line protection","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Teshmont (Canada)","funders":"","keywords":"Transient (computer programming); Reliability (semiconductor); Relay; Transmission line; Fault (geology); Computer science; Fault detection and isolation; Electrical impedance; Limit (mathematics); Protective relay; Power-system protection; Line (geometry); Electric power transmission; High impedance; Transmission (telecommunications); Electronic engineering; Algorithm; Reliability engineering; Engineering; Electrical engineering; Telecommunications; Electric power system; Mathematics; Artificial intelligence","authors":[{"name":"V. Pathirana","is_ca":true},{"name":"P.G. McLaren","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005935470649652962,"gpt":0.196654675317307,"spread":0.190719204667654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004621982,0.0004339915,0.0003599042,0.0001042358,0.000157567,0.0000846132,0.0001525628,0.0002245694,0.000008621757],"category_scores_gemma":[0.00001475043,0.0004841888,0.0003378515,0.0002783673,0.00001548439,0.0002100941,0.00001141811,0.0003287119,0.0000128253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003269138,"about_ca_system_score_gemma":0.00001633324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000257822,"about_ca_topic_score_gemma":0.000002717093,"domain_scores_codex":[0.9980177,0.00002194116,0.0005654162,0.0004062724,0.0003027496,0.0006858816],"domain_scores_gemma":[0.9994316,0.00004535989,0.00007704179,0.0002403657,0.00009837567,0.0001072233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003925299,0.00002160604,0.000002927331,0.000173469,0.00006233621,0.000002446436,0.00007925723,0.4925845,0.4880122,0.00001075604,0.003829479,0.01521708],"study_design_scores_gemma":[0.0005280574,0.00004960288,0.00002484801,0.0000997005,0.00002360856,0.00002366958,0.000007224184,0.67036,0.308954,0.00002788123,0.0195111,0.0003903522],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1473984,0.0004721478,0.846814,0.00003372392,0.002757863,0.000722223,0.0000516278,0.001609712,0.000140271],"genre_scores_gemma":[0.8487646,0.00002106827,0.1475925,0.00002267616,0.002434086,0.0002107057,0.00006305901,0.000253278,0.0006380299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7013662,"threshold_uncertainty_score":0.999761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139713739","doi":"10.1109/pes.2006.1708982","title":"An on-line measurement of symmetrical components utilizing the energy operator","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Operator (biology); Energy operator; Energy (signal processing); Measure (data warehouse); Simple (philosophy); Line (geometry); Computer science; Amplitude; Algorithm; Power (physics); Mathematics; Optics; Physics; Geometry; Data mining","authors":[{"name":"M.A. Eldery","is_ca":true},{"name":"Ehab F. El‐Saadany","is_ca":true},{"name":"M.M.A. Salama","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03308735031955894,"gpt":0.2378904705184469,"spread":0.204803120198888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000956807,0.0003483673,0.0003479384,0.00007583982,0.0001409892,0.0000653738,0.0003789774,0.0001624134,0.000009100099],"category_scores_gemma":[0.00003389276,0.0003061302,0.0002660223,0.0004376147,0.00004149213,0.0001163612,0.00003031365,0.0003421795,0.000005395641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002238034,"about_ca_system_score_gemma":0.00002334249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000201734,"about_ca_topic_score_gemma":0.000008347919,"domain_scores_codex":[0.9978064,0.00006165013,0.0005823399,0.00028663,0.0006960494,0.0005669205],"domain_scores_gemma":[0.9991807,0.00009919022,0.00006752619,0.0004150218,0.0001235841,0.0001139172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003690507,0.00007777476,0.00006112338,0.00004483955,0.00007710817,0.000001594051,0.000143525,0.7032025,0.2919776,0.001692204,0.002562352,0.0001555817],"study_design_scores_gemma":[0.0004078205,0.00007166686,0.0005367901,0.000109115,0.00003273732,0.000003617037,0.000076724,0.7699117,0.2216909,0.0000186387,0.006721351,0.0004189179],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9232595,0.002538066,0.0690678,0.0001277153,0.001935227,0.0002116654,0.00005597389,0.0007374774,0.002066572],"genre_scores_gemma":[0.994616,0.00006599705,0.004551969,0.0001470119,0.0004679358,0.00002043825,0.00001715963,0.00008824672,0.00002527162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07135647,"threshold_uncertainty_score":0.9999391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152928485","doi":"10.1109/pes.2006.1709602","title":"An analysis of the impacts of wind generation on the Ontario electricity system","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wind power; Electricity; Electricity system; Environmental science; Electricity generation; Environmental economics; Meteorology; Environmental resource management; Engineering; Geography; Electrical engineering; Economics; Power (physics)","authors":[{"name":"L. Lauzon","is_ca":false},{"name":"Michael C. Brower","is_ca":false},{"name":"B. Bailey","is_ca":false},{"name":"P. Nitu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004237542603861819,"gpt":0.1751671620343504,"spread":0.1709296194304886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005465102,0.0002502434,0.0003359941,0.000116026,0.0001013248,0.00003820022,0.0002545606,0.0001661922,0.000007455689],"category_scores_gemma":[0.00001999845,0.0001755113,0.0003580855,0.001142257,0.00002089405,0.00009786626,0.000009782627,0.0002452726,7.202048e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005988691,"about_ca_system_score_gemma":0.00003706141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166554,"about_ca_topic_score_gemma":0.003194673,"domain_scores_codex":[0.9985371,0.00007072059,0.0005423637,0.0001923494,0.0003497969,0.0003076488],"domain_scores_gemma":[0.9991477,0.00006204113,0.0001718107,0.0004321437,0.0001511423,0.00003519902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000102727,0.00001196823,0.001498733,0.00002503388,0.0002520319,1.376035e-7,0.0003995894,0.7269074,0.2700709,0.0004919141,0.0003375419,0.000003783172],"study_design_scores_gemma":[0.00007317511,0.0000172969,0.004572166,0.00005769743,0.0001624679,9.857375e-7,0.00005122008,0.7790315,0.2158574,4.709977e-7,0.00003778945,0.0001379105],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769894,0.00008910136,0.02122698,0.00001004168,0.0005810725,0.0001705621,0.00001842244,0.0001574647,0.0007569028],"genre_scores_gemma":[0.9977286,0.000002971851,0.001887392,0.00001466059,0.0002045843,0.0000102113,0.00002921641,0.00004917475,0.00007312899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05421347,"threshold_uncertainty_score":0.9949158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138170029","doi":"10.1109/pes.2006.1709366","title":"Probabilistic reliability evaluation for interconnecting the power systems in North East Asia","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Reliability (semiconductor); Interconnection; Reliability engineering; Probabilistic logic; East Asia; Computer science; Generator (circuit theory); Line (geometry); Electric power system; Power (physics); Tie line; Engineering; Telecommunications; Geography; China; Mathematics; Artificial intelligence","authors":[{"name":"Jaeseok Choi","is_ca":false},{"name":"Thanh Toan Tran","is_ca":false},{"name":"Jong-Hee Kwon","is_ca":false},{"name":"D.W. Park","is_ca":false},{"name":"Jae-Young Yoon","is_ca":false},{"name":"S.I. Moon","is_ca":false},{"name":"Junmin Cha","is_ca":false},{"name":"R. Billinton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009714966767452534,"gpt":0.2101812103136247,"spread":0.2004662435461722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00326584,0.000417554,0.0004280455,0.00006340935,0.0001520381,0.0001328394,0.0003351667,0.0001996526,0.000005154252],"category_scores_gemma":[0.0005366945,0.0003632147,0.0003142761,0.0005028431,0.00005042343,0.0002190133,0.00003821445,0.0004212063,0.000007088218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008186041,"about_ca_system_score_gemma":0.00005159005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003247472,"about_ca_topic_score_gemma":0.0002610293,"domain_scores_codex":[0.9972355,0.0001111309,0.0008966013,0.0005168785,0.0004208599,0.0008189962],"domain_scores_gemma":[0.9986188,0.0003843955,0.0001179991,0.0005368224,0.0002690603,0.00007285269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005356216,0.00003136289,0.001251417,0.0004118175,0.00003132671,7.130722e-7,0.0008758474,0.9906663,0.004007639,0.0002988095,0.002359138,0.00006026891],"study_design_scores_gemma":[0.0005339457,0.00003291817,0.004340853,0.0002809947,0.00003559593,0.00001051005,0.0004964157,0.9894641,0.0005137587,0.00006719578,0.003751989,0.0004717001],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477516,0.001459224,0.04306503,0.0001298612,0.003947229,0.002068494,0.00004645122,0.0005567539,0.0009753996],"genre_scores_gemma":[0.9964079,0.000006293217,0.002317666,0.00002197271,0.0003196653,0.0007385815,0.00002317835,0.00009635793,0.0000683589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04865636,"threshold_uncertainty_score":0.999882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003657011","doi":"10.1109/pes.2006.1709558","title":"International power engineering research collaborations","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Electric Power System Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"George (robot); Renewable energy; Power engineering; Power (physics); Engineering; Key (lock); Panel discussion; Engineering management; Telecommunications; Electrical engineering; Electric power system; Computer science; Business; Computer security","authors":[{"name":"F.D. Galiana","is_ca":true},{"name":"G. Gross","is_ca":false},{"name":"Nourédine Hadjsaïd","is_ca":false},{"name":"Nikos Hatziargyriou","is_ca":false},{"name":"Hugh Outhred","is_ca":false},{"name":"Goran Štrbac","is_ca":false},{"name":"N.I. Voropai","is_ca":false},{"name":"F. Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01013856854834664,"gpt":0.2354843770574615,"spread":0.2253458085091149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00106324,0.0004130799,0.000311083,0.0003232627,0.0001960157,0.0002728918,0.0004373056,0.0002889443,0.00006567233],"category_scores_gemma":[0.0001290509,0.0005025279,0.0002038248,0.00153672,0.00002938691,0.0003914234,0.00005805759,0.000651269,0.00006684056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007297833,"about_ca_system_score_gemma":0.00005582702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000698563,"about_ca_topic_score_gemma":0.000006316847,"domain_scores_codex":[0.9970655,0.00004459428,0.0006519744,0.0004452163,0.0007920797,0.001000624],"domain_scores_gemma":[0.9987968,0.000190659,0.00006216171,0.0003910251,0.0004189514,0.0001404097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001352866,0.00002213596,0.0001810403,0.00003850968,0.00008217634,0.000005246058,0.0002482651,0.8298817,0.1274898,0.0006301521,0.04139422,0.00002534978],"study_design_scores_gemma":[0.0003940465,0.00002536385,0.000414228,0.0001166718,0.00001455729,0.00001936103,0.0000708187,0.9199503,0.02169711,0.0000102558,0.05667233,0.0006149233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4291807,0.003233585,0.4948182,0.0005518683,0.0145096,0.001328725,0.0001536612,0.00571081,0.05051291],"genre_scores_gemma":[0.9468368,0.00008005042,0.05049374,0.0000284539,0.001161141,0.0001309537,0.00007266823,0.0002264136,0.0009698376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.517656,"threshold_uncertainty_score":0.9997426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161377480","doi":"10.1109/pes.2006.1709032","title":"A predictive phase locked loop applicable to utility and non-utility AC power systems","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Harmonics; Amplitude; Computer science; Control theory (sociology); Electronic engineering; Field-programmable gate array; Phase-locked loop; Power electronics; Phase noise; Engineering; Electrical engineering; Voltage; Physics","authors":[{"name":"Hamid Timorabadi","is_ca":true},{"name":"F.P. Dawson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003336573463635398,"gpt":0.1896176243713927,"spread":0.1862810509077573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004789438,0.0004246019,0.0004330174,0.00006174125,0.0001381301,0.0001372674,0.0001660326,0.0002235003,0.00001748096],"category_scores_gemma":[0.00002273845,0.0004622641,0.0001673737,0.0003644816,0.00003236524,0.000177997,0.00005120437,0.0002925836,0.0000120793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389684,"about_ca_system_score_gemma":0.00001935505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001997521,"about_ca_topic_score_gemma":0.000005036803,"domain_scores_codex":[0.9980208,0.00002319131,0.0005009623,0.0004958543,0.0002559207,0.0007033311],"domain_scores_gemma":[0.9992319,0.0000579579,0.00005658847,0.0003366281,0.0001128883,0.0002039867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001716871,0.00005671657,0.0004799404,0.000136206,0.00008549004,0.000002435867,0.0003261262,0.9025413,0.08633493,0.00001018142,0.009776429,0.0002331257],"study_design_scores_gemma":[0.0009574141,0.00004821886,0.0009963504,0.0000736539,0.0000372944,0.000006129417,0.0000796195,0.984672,0.007230542,0.000003938812,0.005443038,0.0004518744],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5857931,0.001964087,0.4091338,0.00002694769,0.0007759877,0.0006576563,0.0001064373,0.0006935847,0.0008483369],"genre_scores_gemma":[0.9896756,0.00004455905,0.009523815,0.00004548945,0.0003047874,0.0001343294,0.00003260889,0.00009051555,0.0001482394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4038825,"threshold_uncertainty_score":0.9997829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966967960","doi":"10.1109/pes.2006.1708938","title":"Research activities on the environmental impact of AC and DC power transmission systems","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Electric power transmission; Electrical engineering; Power transmission; Transmission (telecommunications); Voltage; Transmission system; Power (physics); Engineering; Telecommunications; Environmental science; Physics","authors":[{"name":"P. Sarma Maruvada","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009112052875464316,"gpt":0.2365469275670902,"spread":0.2274348746916259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005605274,0.000183504,0.000159998,0.00004758784,0.0001296701,0.00005914151,0.0000875953,0.00009934839,0.00002008372],"category_scores_gemma":[0.000009657856,0.0001439183,0.0001239299,0.0001546709,0.00004994169,0.0001126648,0.000009192298,0.0003029754,0.000003157657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717764,"about_ca_system_score_gemma":0.00001337517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006710507,"about_ca_topic_score_gemma":7.131089e-7,"domain_scores_codex":[0.9988559,0.00005532717,0.0002449154,0.0001542842,0.0003259376,0.0003636264],"domain_scores_gemma":[0.9995216,0.0002408623,0.00003346209,0.0001373936,0.00001625714,0.00005048641],"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":[0.000003734782,0.00001250662,0.000145026,0.00002480453,0.00003219488,2.888874e-7,0.0007860844,0.4129917,0.5824378,0.000142347,0.003369774,0.00005370192],"study_design_scores_gemma":[0.0005130999,0.0002810062,0.01425767,0.0002294434,0.00002022042,0.00001178856,0.000959372,0.7704604,0.211817,0.00003284255,0.0009042591,0.0005128839],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904099,0.0007233202,0.007653035,0.00003722249,0.000178841,0.0001965724,0.00002419136,0.0001081813,0.0006687636],"genre_scores_gemma":[0.9987389,0.00009143167,0.0008346125,0.000008057331,0.00009748471,0.00002450498,0.00001154511,0.00004512093,0.0001483181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3706208,"threshold_uncertainty_score":0.5868817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158458616","doi":"10.1109/pes.2006.1709098","title":"Incorporating dynamic security into market dispatch using accurate transient stability constraints","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Computer science; Transient (computer programming); Constraint (computer-aided design); Electric power system; Mathematical optimization; Stability (learning theory); Electricity market; Linear programming; Computation; Key (lock); Control theory (sociology); Electricity; Power (physics); Algorithm; Engineering; Mathematics; Artificial intelligence","authors":[{"name":"A. G. Buddhika P. Jayasekara","is_ca":true},{"name":"U.D. Annakkage","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005929969658417431,"gpt":0.2083649508485184,"spread":0.2024349811901009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001261096,0.0005677494,0.0005351047,0.0000722087,0.0002371451,0.0001559806,0.0002635231,0.000279077,0.0001034812],"category_scores_gemma":[0.00005515381,0.0006416707,0.0003681608,0.0005480347,0.0001284693,0.0003454928,0.0000460638,0.0004739768,0.000005206739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007282624,"about_ca_system_score_gemma":0.00006860684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002517641,"about_ca_topic_score_gemma":0.0001082053,"domain_scores_codex":[0.9970897,0.0001133408,0.0009817376,0.0005762608,0.0004252054,0.0008137329],"domain_scores_gemma":[0.9989215,0.0001271324,0.0001405333,0.0004589061,0.0001535924,0.0001983625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004732871,0.0000489222,0.002638303,0.0004100951,0.0000652527,0.00000468727,0.001082581,0.9195121,0.07537632,0.00003704138,0.0007566318,0.00006332363],"study_design_scores_gemma":[0.0004164436,0.00001214405,0.001242855,0.0001227899,0.00002862461,0.00001207837,0.0002570402,0.9917038,0.00517374,0.00004714714,0.0003080368,0.0006753133],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6388157,0.0004276313,0.3564724,0.00002672517,0.001254609,0.0003541143,0.00008116188,0.0008189317,0.001748707],"genre_scores_gemma":[0.9504457,0.0000150903,0.04918602,0.00002545102,0.0001154241,0.00003064669,0.00003904831,0.0001121061,0.00003058183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.31163,"threshold_uncertainty_score":0.9996035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}