{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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"},"query_hash":"dee9c762da42","filters":{"venue":"Electrical Engineering in Japan"}},"results":[{"id":"W2108247831","doi":"10.1002/eej.22456","title":"PFC Design via FRIT Approach for Adaptive Output Feedback Control of Discrete‐Time Systems","year":2014,"lang":"en","type":"article","venue":"Electrical Engineering in Japan","topic":"Control Systems and Identification","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 Alberta","funders":"","keywords":"Control theory (sociology); Feed forward; Frit; Computer science; Scheme (mathematics); Discrete time and continuous time; Adaptive control; Set (abstract data type); Control engineering; Artificial neural network; Control (management); Engineering; Mathematics; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.00772000557580563,"gpt":0.1732696630818374,"spread":0.1655496575060318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005269613,0.0002219785,0.000519291,0.0002244313,0.00002275765,0.00003601912,0.000189775,0.0001512652,0.000001997885],"category_scores_gemma":[0.0001577244,0.0002234836,0.0001056555,0.0003301619,0.00001086608,0.00009756667,0.000007409019,0.0001842676,0.00001092888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140559,"about_ca_system_score_gemma":0.00001051127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004319454,"about_ca_topic_score_gemma":6.286226e-7,"domain_scores_codex":[0.9986051,0.00005135637,0.0005136046,0.0002430752,0.0001810318,0.0004058496],"domain_scores_gemma":[0.9992122,0.000327886,0.0000636063,0.0002409332,0.00006380212,0.00009155742],"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":[0.00004036443,0.00003364886,0.00005511414,0.0001561195,0.00006837693,1.526808e-7,0.00006332633,0.9717981,0.02327087,0.001230659,0.0002464334,0.003036902],"study_design_scores_gemma":[0.001255241,0.0001816029,0.001055981,0.00004290307,0.00002759994,0.000003275832,0.000004986418,0.996003,0.0007467472,0.00002182397,0.0004189934,0.0002378119],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005244918,0.0006249198,0.9925039,0.000007494561,0.0001720923,0.0009722812,0.000007383869,0.00020998,0.0002570207],"genre_scores_gemma":[0.9963163,0.00000365743,0.002896828,0.00000259598,0.0002067765,0.0003417163,0.00001252158,0.00006234026,0.0001573109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9910713,"threshold_uncertainty_score":0.9113395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023410627","doi":"10.1002/eej.20485","title":"A distributed autonomous approach for bulk power system restoration by means of multi‐agent system","year":2008,"lang":"en","type":"article","venue":"Electrical Engineering in Japan","topic":"Optimal Power Flow Distribution","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":"Blackout; Electric power system; Order (exchange); Computer science; Distributed computing; Power (physics); Agent-based model; Reliability engineering; Engineering; Operations research; Artificial intelligence; Business; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.008829702379642175,"gpt":0.1912705716837143,"spread":0.1824408693040721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001974318,0.0002648551,0.0004107383,0.0001803137,0.00004478145,0.00001514954,0.0001828817,0.0002032249,0.000001081428],"category_scores_gemma":[0.00009775635,0.0002975367,0.0001074386,0.0006434589,0.00001765401,0.0001109396,0.00001528168,0.0002475326,0.000004527652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132044,"about_ca_system_score_gemma":0.00002926968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002083742,"about_ca_topic_score_gemma":6.393902e-7,"domain_scores_codex":[0.9984344,0.0000205,0.0005629298,0.0002738284,0.0002226535,0.0004857146],"domain_scores_gemma":[0.9994376,0.00006548488,0.0000569564,0.0002451502,0.00007393127,0.000120849],"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":[0.0000291109,0.0001179912,0.0002117968,0.0006240195,0.00005125096,0.000004973525,0.0001391967,0.9810092,0.01517626,0.001246439,0.001285517,0.0001042776],"study_design_scores_gemma":[0.0008778615,0.0001557514,0.001057562,0.00006035829,0.00001678969,0.00003455829,0.00003251068,0.9913245,0.005630635,1.584082e-7,0.0005301578,0.0002791724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1823847,0.0004621011,0.8151628,0.000004368243,0.0001992049,0.0006384714,0.0002142372,0.0008111915,0.0001229146],"genre_scores_gemma":[0.9933306,0.000005495367,0.005914709,0.000001213184,0.00003907615,0.0002073891,0.000425165,0.00006189862,0.00001442854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8109459,"threshold_uncertainty_score":0.9999477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143664118","doi":"10.1002/eej.20961","title":"Estimating mean life of an aged power equipment group with operation data sequence","year":2009,"lang":"en","type":"article","venue":"Electrical Engineering in Japan","topic":"Power System Reliability and Maintenance","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":"Weibull distribution; Sequence (biology); Reliability engineering; Power (physics); Statistics; Computer science; Estimation; Engineering; Mathematics; Systems engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.0142573615095878,"gpt":0.2306942043019708,"spread":0.216436842792383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004020847,0.0001756936,0.0002623997,0.0001154569,0.00002048653,0.00002807374,0.000374047,0.00007345384,0.000006248557],"category_scores_gemma":[0.0001613197,0.0001610795,0.00001838983,0.0003938443,0.00001302105,0.0003846456,0.00002393596,0.0002692979,0.000002456775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001248543,"about_ca_system_score_gemma":0.00002629539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002632066,"about_ca_topic_score_gemma":0.00001817213,"domain_scores_codex":[0.9987751,0.00002250673,0.0003576807,0.0002775133,0.0002158734,0.0003513657],"domain_scores_gemma":[0.999245,0.00004992355,0.00003027495,0.0005305576,0.00002031196,0.0001239069],"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":[0.00001772257,0.000073928,0.0001601515,0.00007571484,0.00001581948,0.000009369258,0.0004217941,0.9699041,0.02552681,0.0008834006,0.00004522815,0.002865997],"study_design_scores_gemma":[0.0003885248,0.0003974042,0.005656843,0.0001345989,0.000006116859,0.00001342133,0.00001032946,0.9919845,0.001119185,0.00001843061,0.0000600322,0.0002106531],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7926984,0.0001756308,0.2061006,0.00003766851,0.0001430087,0.0002769853,0.000005879493,0.0003366126,0.0002252624],"genre_scores_gemma":[0.9813135,0.000004864695,0.01854424,0.00002922735,0.00004100546,0.00001050101,0.00003002595,0.00002252735,0.000004083741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1886151,"threshold_uncertainty_score":0.6568632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111534397","doi":"10.1002/eej.22431","title":"Experimental Evaluation of Characteristics of SR Motor Made of Permendur","year":2014,"lang":"en","type":"article","venue":"Electrical Engineering in Japan","topic":"Electric Motor Design and Analysis","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":"Hatch (Canada)","funders":"","keywords":"Switched reluctance motor; Materials science; Saturation (graph theory); Magnetic core; Electromagnetic coil; Core (optical fiber); Alloy; Mechanical engineering; Power loss; Reluctance motor; Electrical engineering; Automotive engineering; Engineering; Metallurgy; Composite material; Mathematics; Rotor (electric); Voltage","retraction":null,"screen_n_in":null,"score":{"opus":0.009973209036474018,"gpt":0.2212214884703166,"spread":0.2112482794338426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004015312,0.000131604,0.0003736869,0.0003388947,0.000005489695,0.0000028731,0.0001273441,0.00008300001,0.00004488902],"category_scores_gemma":[0.0001878543,0.0001415893,0.00008830776,0.00056201,0.00001368971,0.00004073454,0.000009107215,0.0001381562,0.000001238587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038205,"about_ca_system_score_gemma":0.00001826925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001011882,"about_ca_topic_score_gemma":2.607666e-7,"domain_scores_codex":[0.9988136,0.00003614386,0.0004695567,0.0001158564,0.0003600454,0.0002047423],"domain_scores_gemma":[0.9995623,0.00008944313,0.00006950002,0.0001644271,0.00006671822,0.00004767655],"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":[0.000009841568,0.00008704288,0.001452151,0.00009614597,0.00004981637,1.967967e-7,0.0001534309,0.02691237,0.9487613,0.0004349708,0.00001432881,0.02202841],"study_design_scores_gemma":[0.0003591165,0.0001503402,0.02349665,0.00002969824,0.00003374625,8.811643e-7,0.000002557384,0.7471271,0.2286775,0.000009882507,0.00001545977,0.00009707944],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936552,0.0003649061,0.005505627,0.000002080701,0.00004939571,0.0001218076,0.000002705603,0.00004105644,0.0002572318],"genre_scores_gemma":[0.9991392,0.00001848727,0.0007320418,0.000001638808,0.00004301399,0.00001931392,0.00000603371,0.00002420834,0.00001603911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7202147,"threshold_uncertainty_score":0.5773846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032824944","doi":"10.1002/eej.1136","title":"Characteristic performance of radio‐frequency (RF) plasma heating using inverter RF power supplies","year":2002,"lang":"en","type":"article","venue":"Electrical Engineering in Japan","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health","keywords":"RF power amplifier; Radio frequency; Plasma; Power (physics); Antenna (radio); Materials science; Dielectric heating; Voltage; Electrical engineering; Nuclear magnetic resonance; Physics; Optoelectronics; Engineering; Amplifier; Nuclear physics","retraction":null,"screen_n_in":null,"score":{"opus":0.009073780471338395,"gpt":0.1828819417757408,"spread":0.1738081613044024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006274115,0.0002004463,0.0002699597,0.0002342533,0.00003389295,0.00002125977,0.00016683,0.0001002411,0.0000509567],"category_scores_gemma":[0.00009262654,0.000223998,0.00004690906,0.0005720774,0.00001926645,0.0001119472,0.00001733477,0.0003213571,0.00002587152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001340525,"about_ca_system_score_gemma":0.000007715259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001088972,"about_ca_topic_score_gemma":0.000001133102,"domain_scores_codex":[0.9988859,0.000004413482,0.0003748408,0.0001722588,0.0001450755,0.0004175352],"domain_scores_gemma":[0.9995106,0.0001594048,0.00003253578,0.0001888275,0.0000215492,0.00008705413],"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":[0.000005055702,0.0001366473,0.01395258,0.0002311398,0.00005745086,0.00001021183,0.0005138859,0.7411193,0.2372139,0.00160794,0.0002241519,0.004927748],"study_design_scores_gemma":[0.0002354597,0.00005415414,0.0094566,0.00007103597,0.000009394791,0.00002025037,0.000002675589,0.9717371,0.01804461,0.00001269919,0.0001195628,0.0002364512],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980341,0.0001304762,0.0009095667,0.00001828817,0.0001018127,0.0001321163,0.00000849107,0.0001559308,0.0005092455],"genre_scores_gemma":[0.9975747,0.0001114969,0.002146025,0.00001024474,0.00005366036,0.00003461885,0.000006908998,0.00004747661,0.00001484405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2306178,"threshold_uncertainty_score":0.9134374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230238321","doi":"10.1002/eej.4391240406","title":"Design and VLSI evaluation of a high-speed cellular array divider with a selection function","year":2007,"lang":"en","type":"article","venue":"Electrical Engineering in Japan","topic":"Antenna Design and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Very-large-scale integration; Computer science; Arithmetic; Operand; Frequency divider; Computer hardware; Function (biology); Algorithm; CMOS; Electronic engineering; Mathematics; Engineering; Embedded system","retraction":null,"screen_n_in":null,"score":{"opus":0.009901201224930496,"gpt":0.1899770565271432,"spread":0.1800758553022127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007278571,0.0001372269,0.0001581443,0.0003060576,0.00001908564,0.00001335056,0.00003598108,0.00009943675,0.00001194111],"category_scores_gemma":[0.00005810644,0.0001331337,0.00001526653,0.000780263,0.00001029826,0.0001238462,0.000002841025,0.0001738443,0.000001440183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001474617,"about_ca_system_score_gemma":0.00001763121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001646287,"about_ca_topic_score_gemma":0.00000569464,"domain_scores_codex":[0.9990957,0.00002806898,0.0002159319,0.0001492317,0.0002700083,0.000240996],"domain_scores_gemma":[0.9996753,0.00008707685,0.00002725886,0.00007012809,0.00008676689,0.00005342198],"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":[0.0000543382,0.00001765417,0.0005373802,0.0000200481,0.00002205554,5.198083e-7,0.00009538756,0.8441368,0.1506317,0.0001361328,0.000008967961,0.004339012],"study_design_scores_gemma":[0.0007740817,0.0002298234,0.01600938,0.0000296098,0.00004749955,0.00000576355,0.000006398238,0.9377202,0.04496909,0.0000480394,0.000009188388,0.0001508671],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3348342,0.0001856775,0.6645883,0.000003166454,0.00003694604,0.0002031461,8.508007e-8,0.000109291,0.00003910575],"genre_scores_gemma":[0.9896741,0.00001592023,0.01020204,0.000004607572,0.00004271175,0.00001183333,0.000005171731,0.00003291423,0.00001069021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6548399,"threshold_uncertainty_score":0.5429035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}