{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"ed0d57cb8af8","filters":{"venue":"2006 IEEE Power India Conference"}},"results":[{"id":"W2107617316","doi":"10.1109/poweri.2006.1632628","title":"Comparison of performance of various ferroresonance suppressing methods in inductive and capacitive voltage transformers","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power India Conference","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":35,"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; Transformer; Capacitive sensing; Electronic circuit; Voltage; Electrical engineering; Electronic engineering; Current transformer; Engineering","authors":[{"name":"Majid Sanaye‐Pasand","is_ca":false},{"name":"Afshin Rezaei‐Zare","is_ca":false},{"name":"H. Mohseni","is_ca":false},{"name":"Sh. Farhangi","is_ca":false},{"name":"Reza Iravani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0321431084643865,"gpt":0.3237789639003988,"spread":0.2916358554360123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003041287,0.0001476488,0.0003712427,0.0000911375,0.00006282895,0.00002241758,0.0001901478,0.00008773738,0.000196445],"category_scores_gemma":[0.00001624902,0.0001313138,0.00002669754,0.0001881775,0.0004963246,0.0001691376,0.00002635773,0.000146186,0.000003031432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002340426,"about_ca_system_score_gemma":0.00009979712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125859,"about_ca_topic_score_gemma":0.0001582437,"domain_scores_codex":[0.9987397,0.00007581624,0.0004871178,0.0002688771,0.0001731759,0.0002552673],"domain_scores_gemma":[0.999361,0.00008859953,0.0002235823,0.0001668052,0.0001222192,0.00003774353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000424705,0.0001278458,0.01316856,0.00006773421,0.000002756227,5.490101e-7,0.003685206,0.00006054656,0.9755939,0.001559897,0.00002557833,0.005664965],"study_design_scores_gemma":[0.0003408791,0.0001680058,0.08900756,0.0001100523,0.00001199581,0.000002497759,0.0006901884,0.002173757,0.9065738,0.0003680988,0.000382123,0.0001710157],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743996,0.0002896537,0.01880943,0.00002946256,0.00008922111,0.0002625525,0.00007534306,0.00001202779,0.006032764],"genre_scores_gemma":[0.989948,0.0000216984,0.009862212,0.00001141976,0.000009280035,0.00003646901,0.00000308164,0.000008679991,0.00009920725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07583899,"threshold_uncertainty_score":0.5354822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1518260282","doi":"10.1109/poweri.2006.1632494","title":"A new filtering technique to eliminate decaying DC and harmonics for power system phasor estimation","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power India Conference","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":18,"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":"Phasor; Harmonics; DC bias; Control theory (sociology); Fundamental frequency; Electronic engineering; Algorithm; Electric power system; Fault (geology); Harmonic analysis; Fourier transform; Discrete Fourier transform (general); Computer science; SIGNAL (programming language); Power (physics); Mathematics; Voltage; Engineering; Physics; Fourier analysis; Acoustics; Electrical engineering; Short-time Fourier transform","authors":[{"name":"V. Balamourougan","is_ca":true},{"name":"T.S. Sidhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009811161202126844,"gpt":0.2295789532803037,"spread":0.2197677920781769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002692034,0.0003159283,0.0003132968,0.0002792562,0.0001100333,0.0002000682,0.0001953454,0.0001983602,0.00001660624],"category_scores_gemma":[0.00002989077,0.0003558288,0.00005860144,0.0002388545,0.00001592491,0.0003616257,0.00002933497,0.0001680905,0.00004495447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002463412,"about_ca_system_score_gemma":0.00005510654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002166619,"about_ca_topic_score_gemma":0.00005977932,"domain_scores_codex":[0.9984796,0.00002483273,0.0004511934,0.0003726408,0.0002024411,0.0004692629],"domain_scores_gemma":[0.9992551,0.00006926188,0.00009144804,0.0003132816,0.000108962,0.000161966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001372369,0.00005511074,0.0003950215,0.001474031,0.0001322925,0.00005719063,0.00296463,0.01122229,0.9253957,0.003753817,0.0129204,0.04149233],"study_design_scores_gemma":[0.00203339,0.0004870479,0.004424381,0.001935157,0.0001060799,0.0004442823,0.0004653861,0.1482153,0.8066446,0.0005129962,0.03264965,0.00208179],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1405125,0.0001436069,0.8539927,0.0000247116,0.001131579,0.001166295,0.00005741935,0.0007039098,0.002267301],"genre_scores_gemma":[0.9731537,0.000003212219,0.02606178,0.00001808763,0.00007888795,0.0003973896,0.00001031617,0.00007188049,0.0002048175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8326411,"threshold_uncertainty_score":0.9998894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2130362874","doi":"10.1109/poweri.2006.1632626","title":"Mitigation of subsynchronous resonance by SVC using PMU-acquired remote generator speed","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power India Conference","topic":"Power System Optimization and Stability","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":"Western University","funders":"","keywords":"Generator (circuit theory); Computer science; Resonance (particle physics); Control theory (sociology); Power (physics); Control (management); Physics; Artificial intelligence","authors":[{"name":"Rajiv K. Varma","is_ca":true},{"name":"Sayantan Auddy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01102231051293761,"gpt":0.2128086275976532,"spread":0.2017863170847156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001838597,0.0002348524,0.0003230229,0.00008803932,0.00006406756,0.00005515443,0.0001997395,0.0001620142,0.0002611856],"category_scores_gemma":[0.00002049571,0.0002623368,0.00006641414,0.0002901566,0.00009767365,0.0001978329,0.00001387112,0.00008838888,0.00002538724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440187,"about_ca_system_score_gemma":0.0001064225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002679364,"about_ca_topic_score_gemma":0.00006056302,"domain_scores_codex":[0.9984845,0.0000683914,0.0005602423,0.0002867829,0.0002662836,0.0003337891],"domain_scores_gemma":[0.9991729,0.00003028639,0.0001341424,0.0003852294,0.0001946128,0.00008284442],"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":[0.0000620689,0.0002120807,0.0159652,0.0003529757,0.00007950197,0.00002319573,0.001394772,0.07296214,0.8853051,0.0009690728,0.02103225,0.001641665],"study_design_scores_gemma":[0.001254844,0.00006911765,0.01353774,0.0002056233,0.00003534019,0.00001845288,0.00008717854,0.5883096,0.3876242,0.0001602512,0.007734383,0.0009633072],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8266559,0.0008773087,0.1630939,0.00001531377,0.000807362,0.0002908774,0.0002222473,0.0001978487,0.007839297],"genre_scores_gemma":[0.9963526,0.00002106821,0.003247454,0.00002332158,0.00003519612,0.000002567213,0.00005529265,0.00003529698,0.0002272142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5153475,"threshold_uncertainty_score":0.9999829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159712218","doi":"10.1109/poweri.2006.1632633","title":"A spinning reserve market considering security and biddable reserve","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power India Conference","topic":"Electric Power System Optimization","field":"Engineering","cited_by":10,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Spinning; Procurement; Reserve requirement; Scheme (mathematics); Nature reserve; Computer science; Business; Engineering; Economics; Central bank; Mechanical engineering; Mathematics; Monetary economics; Marketing","authors":[{"name":"Haidan Zhao","is_ca":true},{"name":"Kankar Bhattacharya","is_ca":true},{"name":"Zhong Jin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008215161649154226,"gpt":0.1975573622382633,"spread":0.1893422005891091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004305917,0.0002844617,0.0003133585,0.0002368906,0.0001141031,0.0002140045,0.0002193417,0.0001949671,0.0002648829],"category_scores_gemma":[0.00007065082,0.0003187858,0.00004245479,0.0004338428,0.00006564889,0.0003849572,0.00005271605,0.0003254829,0.0000357421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069609,"about_ca_system_score_gemma":0.00007895424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008018069,"about_ca_topic_score_gemma":0.0004796027,"domain_scores_codex":[0.9982678,0.0000857118,0.0004316845,0.0003652715,0.0002758274,0.000573705],"domain_scores_gemma":[0.9991517,0.0001201369,0.00008777998,0.000385612,0.0001409397,0.0001138112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002465743,0.0003839623,0.3384058,0.002183821,0.0006336798,0.0009923093,0.008449903,0.0536361,0.04501004,0.01582569,0.5322284,0.002003731],"study_design_scores_gemma":[0.005030147,0.0004374312,0.05876409,0.002052047,0.000161453,0.0005139207,0.0007541445,0.8141736,0.06317551,0.009852401,0.04043946,0.004645806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7783055,0.002140969,0.01507027,0.0001016525,0.0009099761,0.0005721386,0.00005825454,0.0007902289,0.202051],"genre_scores_gemma":[0.9976542,0.00007045857,0.001382962,0.00002962231,0.00007798155,0.00003680431,0.00001409205,0.00005320459,0.0006806905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7605375,"threshold_uncertainty_score":0.9999264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102890054","doi":"10.1109/poweri.2006.1632485","title":"Multivariable adaptive control of synchronous machine","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power India Conference","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":"University of Calgary","funders":"","keywords":"Multivariable calculus; Control theory (sociology); Governor; Controller (irrigation); Electric power system; Control engineering; Stability (learning theory); Computer science; Adaptive control; Control system; Power (physics); Automatic frequency control; Model predictive control; Synchronous motor; Engineering; Control (management); Artificial intelligence","authors":[{"name":"Bin Wu","is_ca":true},{"name":"O.P. Malik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006528472023272368,"gpt":0.1895868161167982,"spread":0.1830583440935259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001721882,0.0002029774,0.0003426156,0.00008755139,0.00003908704,0.00002638105,0.0001921827,0.0001183628,0.0006718785],"category_scores_gemma":[0.00001934603,0.0001995389,0.00006570074,0.000169194,0.00007216093,0.0001261046,0.00001075606,0.000145418,0.00006281535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007337116,"about_ca_system_score_gemma":0.00007152015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003924163,"about_ca_topic_score_gemma":0.00008510744,"domain_scores_codex":[0.9988337,0.0000560288,0.000425082,0.0002056341,0.0001865345,0.0002930347],"domain_scores_gemma":[0.9992881,0.00008481486,0.00008611905,0.0003108064,0.0001597886,0.00007037696],"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":[0.0003458217,0.001164949,0.1145225,0.0005639003,0.0005707834,0.00006891642,0.00278998,0.7711278,0.04417977,0.04764233,0.01502817,0.001994997],"study_design_scores_gemma":[0.004064516,0.0002330148,0.03859687,0.0001612722,0.00007206208,0.00002760838,0.0001588448,0.9253694,0.02239551,0.0006455595,0.007136884,0.001138418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02602618,0.0003879109,0.8700575,0.00001532577,0.0007783775,0.0004097144,0.0004288865,0.0002689599,0.1016272],"genre_scores_gemma":[0.9982215,0.000005684105,0.001393391,0.00001918282,0.0000202809,0.00002467148,0.00001667437,0.00002377532,0.0002748225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9721953,"threshold_uncertainty_score":0.8136958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127667729","doi":"10.1109/poweri.2006.1632495","title":"A new high speed bus transfer relay design, implementation and testing","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power India Conference","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":"Western University","funders":"","keywords":"Relay; Maximum power transfer theorem; Computer science; Transfer (computing); Realization (probability); Busbar; Local bus; Slack bus; Scheme (mathematics); System bus; Control bus; Power (physics); Embedded system; Electronic engineering; Voltage; Electrical engineering; Engineering; Computer hardware; Power-flow study; AC power","authors":[{"name":"V. Balamourougan","is_ca":true},{"name":"T.S. Sidhu","is_ca":true},{"name":"B. Kasztenny","is_ca":false},{"name":"Manish Thakur","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01862109964092041,"gpt":0.2287882867773567,"spread":0.2101671871364363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001760172,0.0002362279,0.0002052432,0.0001491463,0.00007217181,0.0001186333,0.0001104346,0.0001245444,0.0001546741],"category_scores_gemma":[0.000009549431,0.0002572655,0.00002731513,0.0002741158,0.00002198174,0.0002614071,0.000007482909,0.0001778449,0.00007182277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009044305,"about_ca_system_score_gemma":0.00007602081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002290354,"about_ca_topic_score_gemma":0.0003473165,"domain_scores_codex":[0.9987519,0.0000473035,0.0003633079,0.0002667298,0.000205893,0.0003648069],"domain_scores_gemma":[0.9995245,0.00008613565,0.00003571123,0.0001822666,0.00007074526,0.0001006813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008206701,0.00007131578,0.02091438,0.0002461279,0.0002018821,0.0001383643,0.003248787,0.0143478,0.8393263,0.002833706,0.02469053,0.09389878],"study_design_scores_gemma":[0.005921517,0.0006686922,0.1967739,0.0003888841,0.0001903331,0.0003770991,0.0007142295,0.0220113,0.7524283,0.00256567,0.0153261,0.002633957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4856723,0.0001148593,0.5099307,0.00001741276,0.0008235362,0.0003556695,0.000022853,0.0003670259,0.002695595],"genre_scores_gemma":[0.9953265,0.000004581681,0.004188109,0.00001685803,0.0001482532,0.00001616949,0.00001151759,0.00004290451,0.0002451066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5096542,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1522806499","doi":"10.1109/poweri.2006.1632516","title":"GA-identifier and predictive controller for multi-machine power system","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power India Conference","topic":"Power System Optimization and Stability","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":"Identifier; Control theory (sociology); Electric power system; Controller (irrigation); Model predictive control; Transient (computer programming); Computer science; Power (physics); SIGNAL (programming language); Predictive power; Stabilizer (aeronautics); Genetic algorithm; Control engineering; Engineering; Control (management); Artificial intelligence; Physics; Machine learning","authors":[{"name":"WAEL HUSSEIN","is_ca":true},{"name":"O.P. Malik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0118080754717091,"gpt":0.2185272238620514,"spread":0.2067191483903423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000289273,0.0002918862,0.0004095695,0.0001177868,0.0001134352,0.0001413337,0.0001662478,0.0001762167,0.0001244218],"category_scores_gemma":[0.00003304275,0.0002758646,0.00008912188,0.0001219065,0.00007767531,0.0002000824,0.00001964306,0.0001498887,0.00003885118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007421093,"about_ca_system_score_gemma":0.00003863817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005863593,"about_ca_topic_score_gemma":0.00008337424,"domain_scores_codex":[0.9984986,0.00005742484,0.0004830557,0.0003721272,0.0001963874,0.0003923702],"domain_scores_gemma":[0.9991812,0.00009504149,0.00008652786,0.00027636,0.0002351508,0.0001257409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003383118,0.003754739,0.2961263,0.01042664,0.0049046,0.0002927582,0.02994668,0.2559453,0.059171,0.1238724,0.2097368,0.002439602],"study_design_scores_gemma":[0.005337826,0.0001397165,0.0554698,0.0001814195,0.00009316944,0.00003195298,0.0004933384,0.9209009,0.002102423,0.00009309809,0.01422567,0.0009306791],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02927789,0.0007855666,0.9478808,0.00002423519,0.001819482,0.00131321,0.00126742,0.0005034006,0.01712797],"genre_scores_gemma":[0.9971751,0.000006846944,0.001190831,0.00002739812,0.00002360609,0.0001693001,0.00004470781,0.00004259271,0.001319602],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9678972,"threshold_uncertainty_score":0.9999694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103663473","doi":"10.1109/poweri.2006.1632517","title":"Robust multi-model based control","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power India Conference","topic":"Power System Optimization and Stability","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 Calgary","funders":"","keywords":"Control theory (sociology); Robust control; Nonlinear system; Controller (irrigation); Control engineering; Linear system; System identification; Control system; Robustness (evolution); Linear model; Identification (biology); Computer science; Nonlinear control; Automatic control; Engineering; Control (management); Data modeling; Mathematics; Artificial intelligence","authors":[{"name":"A. Soos","is_ca":false},{"name":"O.P. Malik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02108676131726712,"gpt":0.2083008118785904,"spread":0.1872140505613233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001873393,0.0002471868,0.0002756442,0.0001027738,0.00006736594,0.00008951245,0.0002326128,0.0001538754,0.0004368135],"category_scores_gemma":[0.00001899675,0.0002518135,0.00008310549,0.000160754,0.00005772755,0.0001473274,0.000005605818,0.0001784938,0.0001635711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008484351,"about_ca_system_score_gemma":0.000109468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005335864,"about_ca_topic_score_gemma":0.0001330847,"domain_scores_codex":[0.9986947,0.00004642606,0.0003800982,0.0002738503,0.0002146316,0.0003903344],"domain_scores_gemma":[0.9992525,0.00005014762,0.00005243909,0.0003894102,0.0001452426,0.0001102905],"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":[0.000008525322,0.00007809285,0.004187632,0.0000307983,0.00001229588,0.000005279763,0.00007862115,0.9891946,0.001363478,0.0005842048,0.004404478,0.00005201918],"study_design_scores_gemma":[0.00114902,0.00001160427,0.005869349,0.00001967276,0.00001054252,0.000001622312,0.00001176253,0.9900807,0.001232797,0.00003333579,0.00126748,0.0003121491],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.011606,0.00007695166,0.9490743,0.0000446451,0.0006205106,0.0003016918,0.0001902626,0.0004944129,0.03759125],"genre_scores_gemma":[0.9933502,0.000002052178,0.005777129,0.0001386593,0.00002167087,0.00004505266,0.0000261141,0.00003503415,0.0006040949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9817442,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}