{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"cec1c18229b6","filters":{"venue":"Journal of International Council on Electrical Engineering"}},"results":[{"id":"W2897622257","doi":"10.1080/22348972.2018.1528662","title":"Optimal operation and battery management in a grid-connected microgrid","year":2018,"lang":"en","type":"article","venue":"Journal of International Council on Electrical Engineering","topic":"Microgrid Control and 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":"Ontario Tech University","funders":"","keywords":"Microgrid; Battery (electricity); Photovoltaic system; Grid; Energy management system; Energy management; Operating cost; Minification; Computer science; Smart grid; Heuristic; Energy storage; Reliability engineering; Automotive engineering; Power (physics); Engineering; Renewable energy; Energy (signal processing); Electrical engineering","authors":[{"name":"Mohamed El-Hendawi","is_ca":true},{"name":"Hossam A. Gabbar","is_ca":true},{"name":"Gaber El-Saady","is_ca":false},{"name":"El-Nobi A. Ibrahim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009565520515425089,"gpt":0.1885212173802208,"spread":0.1789556968647957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003013598,0.0001220702,0.0001493831,0.0002828304,0.0000170385,0.00006079243,0.0001271171,0.00005098932,0.00003760714],"category_scores_gemma":[0.00007481137,0.0001150764,0.00004060248,0.000155075,0.000009850219,0.0001856928,0.00001318144,0.0002212203,0.000008190426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005904209,"about_ca_system_score_gemma":0.00003015169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001831483,"about_ca_topic_score_gemma":0.000002672127,"domain_scores_codex":[0.9989849,0.00000841462,0.0003553127,0.00009572829,0.0003944455,0.0001612414],"domain_scores_gemma":[0.9995458,0.00004546869,0.0000485434,0.0000508539,0.0002548751,0.00005447671],"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":[0.0001486146,0.00005228173,0.0001438857,0.00001604455,0.0001715929,0.00006236579,0.0001193233,0.9705576,0.01264212,0.000287389,0.002110743,0.01368804],"study_design_scores_gemma":[0.001073531,0.000189302,0.002579513,0.00005855826,0.00001387074,0.0001077156,0.000006519766,0.9776886,0.00175904,0.000007575223,0.01637721,0.0001385456],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8682275,0.004023776,0.1190905,0.0007020867,0.004723561,0.0003235991,0.00001031313,0.0001723883,0.002726275],"genre_scores_gemma":[0.9902125,0.001505046,0.006892314,0.0001492846,0.001180427,0.000006120186,0.000003478501,0.0000266525,0.00002419197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.121985,"threshold_uncertainty_score":0.4692678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969508155","doi":"10.5370/jicee.2012.2.4.409","title":"Advanced Practical Considerations of Fault Current Analysis in Power System Grounding Design","year":2012,"lang":"en","type":"article","venue":"Journal of International Council on Electrical Engineering","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Safe Engineering Services & Technologies (Canada)","funders":"","keywords":"Ground; Earthing system; Reliability engineering; Engineering; Fault (geology); Current (fluid); Transformer; Electric power system; Current transformer; Power grid; Power (physics); Electrical engineering; Voltage","authors":[{"name":"Yexu Li","is_ca":false},{"name":"F. Dawalibi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03760879506980765,"gpt":0.2733692587264137,"spread":0.235760463656606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008172992,0.0001085026,0.0002717758,0.0003318537,0.00002160168,0.00002530521,0.000073724,0.00002356974,0.00005524379],"category_scores_gemma":[0.0003345749,0.00009362739,0.0001351596,0.0003986117,0.000007159967,0.0002435892,0.000009603728,0.0003517886,0.000002779182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007715982,"about_ca_system_score_gemma":0.0002263594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005561891,"about_ca_topic_score_gemma":1.821259e-7,"domain_scores_codex":[0.9984505,0.00004070066,0.0005108134,0.00008008153,0.0006950778,0.0002227937],"domain_scores_gemma":[0.9986376,0.000475746,0.0002650412,0.00006531804,0.0004635794,0.0000927263],"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":[0.0004124667,0.001921017,0.02801608,0.00003661026,0.002848744,0.00003114597,0.001316946,0.5051956,0.02239489,0.4332282,0.001125926,0.003472406],"study_design_scores_gemma":[0.007351129,0.002873591,0.07211733,0.000924993,0.001615361,0.0003602094,0.0006865219,0.8822734,0.01816627,0.002653756,0.009421308,0.001556078],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5349345,0.0008038254,0.4590728,0.0002335585,0.001094959,0.0001297447,0.000006534005,0.00001932065,0.003704726],"genre_scores_gemma":[0.996049,0.000007314288,0.003672007,0.000008012757,0.0002371834,0.000004419638,0.000001229143,0.000008408748,0.00001244052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4611145,"threshold_uncertainty_score":0.3818014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060269017","doi":"10.5370/jicee.2013.3.4.340","title":"Effective Voltage Control by SVR to Reduce the Capacity of SVC using Solar Radiation Information with Real Time Simulator","year":2013,"lang":"en","type":"article","venue":"Journal of International Council on Electrical Engineering","topic":"Optimal Power Flow Distribution","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":"Opal-Rt Technologies (Canada)","funders":"","keywords":"Photovoltaic system; Voltage; Static VAR compensator; Control theory (sociology); Voltage regulator; Computer science; Voltage regulation; Engineering; AC power; Control (management); Electrical engineering","authors":[{"name":"Shinya Sekizaki","is_ca":false},{"name":"Mutsumi Aoki","is_ca":false},{"name":"Hiroyuki Ukai","is_ca":false},{"name":"Shunsuke Sasaki","is_ca":false},{"name":"Takaya Shigetou","is_ca":false},{"name":"Weihua Wang","is_ca":true},{"name":"Jean Bélanger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005838790454242536,"gpt":0.1856045411449579,"spread":0.1797657506907153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004948475,0.0001594701,0.0002226917,0.0001506724,0.00002972161,0.00006405052,0.0002007388,0.00007287206,0.00002119478],"category_scores_gemma":[0.0006550672,0.0001191733,0.00007771308,0.0002716921,0.00001272489,0.0007314626,0.000007943882,0.0003422821,0.00002163079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002034411,"about_ca_system_score_gemma":0.00009071468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000463339,"about_ca_topic_score_gemma":4.22491e-7,"domain_scores_codex":[0.9982989,0.00001898797,0.0004610336,0.00006914057,0.0009608992,0.0001909913],"domain_scores_gemma":[0.9982038,0.0002370647,0.0001870714,0.00008815471,0.001185795,0.00009807286],"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":[0.0001103959,0.00002338572,0.00005762083,0.00001002476,0.0001448739,8.363476e-7,0.00008234598,0.8262262,0.1701714,0.00006484347,0.001574144,0.001533924],"study_design_scores_gemma":[0.0007981203,0.0004277681,0.002705775,0.00005806788,0.00003083059,0.00002578586,0.000005292097,0.9734277,0.02053926,0.000009066363,0.001837832,0.000134567],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7638758,0.00004079282,0.2351111,0.0001001696,0.0002694807,0.0003247714,0.00004255686,0.00004140538,0.0001938746],"genre_scores_gemma":[0.9993731,0.0000128837,0.0003973343,0.00004765386,0.0001287936,0.00001026754,0.00000643466,0.00001767825,0.000005837968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2354973,"threshold_uncertainty_score":0.5319914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}