{"meta":{"query_hash":"324c6b1be173","filters":{"venue":"IEEE Open Journal of Industry Applications"},"cohort_total":20,"direct_labels_cover":0,"predictions_cover":20,"exported":20,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/324c6b1be173","api":"https://metacan.xera.ac/api/v1/cohort?venue=IEEE+Open+Journal+of+Industry+Applications"},"results":[{"id":"W2993607976","doi":"10.1109/ojia.2019.2956987","title":"Shaft Failure Analysis in Soft-Starter Fed Electrical Submersible Pump Systems","year":2019,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Motor soft starter; Starter; Engineering; Torsion (gastropod); Submersible pump; Mechanical engineering; Automotive engineering; Stator; Root cause; Structural engineering; Marine engineering; Induction motor; Voltage; Electrical engineering; Reliability engineering","score_opus":0.012114314837359308,"score_gpt":0.2583056446890849,"score_spread":0.2461913298517256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993607976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9007227,0.00026022337,0.09671421,0.000049097787,0.000011820565,0.00004598291,0.00021147338,0.00040882625,0.0015757711],"genre_scores_gemma":[0.9977235,0.00004417632,0.0016351024,0.0000020298132,0.0000014481086,0.000008508264,0.000052353622,0.0000090858075,0.0005238066],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9998055,0.000038611564,0.0000130438175,0.000028648015,0.00008627437,0.000028019262],"domain_scores_gemma":[0.9994288,0.0003017325,0.00009908985,0.000039385533,0.000107876695,0.000023088889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042738672,0.00055384845,0.0004963147,0.00092772744,0.00026658105,0.00037759094,0.0004413173,0.00063808454,0.0019854957],"category_scores_gemma":[0.0011011935,0.00020740002,0.00043920882,0.0002840252,0.00032211206,0.00040823087,0.00025042708,0.00034071278,0.00024574972],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025793305,0.000075848446,0.0074455147,0.00015507473,0.000039568822,0.00064073195,0.00011646083,0.9500799,0.021423649,0.0006948423,0.00025596606,0.01881445],"study_design_scores_gemma":[0.0000040640552,0.00008371454,0.003409973,0.0000033979063,0.00000543503,0.000041414678,0.000022936298,0.99464613,0.0015909229,0.00011220323,0.000075140415,0.0000045962624],"about_ca_topic_score_codex":0.005631469,"about_ca_topic_score_gemma":0.0033159368,"teacher_disagreement_score":0.005631469,"about_ca_system_score_codex":0.00037422936,"about_ca_system_score_gemma":0.0002467887,"threshold_uncertainty_score":0.011197388},"labels":[],"label_agreement":null},{"id":"W3044583425","doi":"10.1109/ojia.2020.3011395","title":"Source of Acoustic Noise in a 12/16 External-Rotor Switched Reluctance Motor: Stator Tangential Vibration and Rotor Radial Vibration","year":2020,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada","keywords":"Stator; Rotor (electric); Vibration; Noise (video); Acoustics; Switched reluctance motor; Physics; Control theory (sociology); Engineering; Computer science; Electrical engineering","score_opus":0.018572795516797667,"score_gpt":0.24411316559452528,"score_spread":0.22554037007772762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044583425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7611669,0.00033337518,0.23481385,0.00009157987,0.000035528286,0.00003469462,0.0000428162,0.0003797576,0.003101433],"genre_scores_gemma":[0.9864081,0.00006965549,0.011901381,0.00001347669,0.000008297088,0.000017188804,0.000033896908,0.000031231943,0.0015166289],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999553,0.00008056818,0.000018092478,0.000065111395,0.00026620194,0.000016958262],"domain_scores_gemma":[0.99952054,0.00021773,0.00009888663,0.000032227377,0.00011767202,0.0000128435895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004739903,0.0006262252,0.00052727805,0.000397371,0.00023796519,0.00026554556,0.00035719736,0.00068500906,0.000635979],"category_scores_gemma":[0.00065268367,0.0002635316,0.0002574496,0.00022517362,0.0005416062,0.0004161962,0.0003017779,0.00024576773,0.00018451801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00144208,0.00017412181,0.014048221,0.000572229,0.00007296775,0.0016031562,0.0010694581,0.07356816,0.8002256,0.0024079657,0.00038454766,0.10443151],"study_design_scores_gemma":[0.000090695496,0.0012861346,0.029534865,0.00009887555,0.00013813542,0.0023624254,0.00037845044,0.6831943,0.276889,0.0013070381,0.004637604,0.00008251267],"about_ca_topic_score_codex":0.0005070497,"about_ca_topic_score_gemma":0.0006216194,"teacher_disagreement_score":0.00068500906,"about_ca_system_score_codex":0.00019836001,"about_ca_system_score_gemma":0.00016408012,"threshold_uncertainty_score":0.002506733},"labels":[],"label_agreement":null},{"id":"W3096047986","doi":"10.1109/ojia.2020.3029969","title":"MPC-Based Energy Management Strategy for an Autonomous Hybrid Electric Vehicle","year":2020,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Electric and Hybrid Vehicle Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Powertrain; Model predictive control; Energy management; Electrification; Automotive industry; Fuel efficiency; Automotive engineering; Computer science; Time horizon; Dynamic programming; Electric vehicle; Energy management system; Energy (signal processing); Control engineering; Power (physics); Control (management); Engineering; Mathematical optimization; Torque; Artificial intelligence; Electricity; Algorithm","score_opus":0.04622395001706248,"score_gpt":0.28119620781022225,"score_spread":0.23497225779315978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096047986","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18430711,0.0003056921,0.7891765,0.00049909315,0.00008293655,0.0001298219,0.00012979629,0.0007472427,0.024621807],"genre_scores_gemma":[0.9851221,0.000043518852,0.011497488,0.00003755504,0.000008316878,0.000055630146,0.00004334621,0.000010102463,0.00318191],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990475,0.000015281594,0.0000040118157,0.000026105918,0.00003132005,0.000018395402],"domain_scores_gemma":[0.9999101,0.000025152827,0.00001875424,0.0000064099254,0.000031274227,0.000008390471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018079074,0.0005182896,0.00038359006,0.00024048163,0.00036699622,0.00050394743,0.00045308963,0.0004337028,0.0014136018],"category_scores_gemma":[0.00026963308,0.00020696956,0.0002557354,0.00018473876,0.0002899305,0.00028945185,0.00041874457,0.00043183728,0.00019760022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039757124,0.000024265755,0.00027595754,0.000022876366,0.000011667089,0.00006320006,0.000025622538,0.98238385,0.0028319252,0.001554846,0.00030449824,0.012461523],"study_design_scores_gemma":[0.000006783536,0.00003184485,0.00014571677,0.0000023931973,0.000004214074,0.000006735819,0.0000070785063,0.9984072,0.0006382609,0.0004948482,0.0002525684,0.0000024112958],"about_ca_topic_score_codex":0.01043484,"about_ca_topic_score_gemma":0.0070783184,"teacher_disagreement_score":0.01043484,"about_ca_system_score_codex":0.000474467,"about_ca_system_score_gemma":0.000657853,"threshold_uncertainty_score":0.020748198},"labels":[],"label_agreement":null},{"id":"W3144562546","doi":"10.1109/ojia.2021.3071157","title":"Analytical Calculation of Temporal and Circumferential Orders of Radial Force Density Harmonics in External-Rotor and Internal-Rotor Switched Reluctance Machines","year":2021,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Harmonics; Stator; Rotor (electric); Physics; Waveform; Mechanics; Switched reluctance motor; Control theory (sociology); Acoustics; Computer science; Voltage","score_opus":0.019020279560572517,"score_gpt":0.2767394578964828,"score_spread":0.2577191783359103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144562546","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021380471,0.00030476795,0.9733811,0.00003656764,0.000023742652,0.00002799933,0.000019513769,0.00022706628,0.004598805],"genre_scores_gemma":[0.7098735,0.0007310844,0.28378424,0.000028516524,0.000030536863,0.000066315675,0.000060864786,0.00011915973,0.0053057577],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998242,0.00002884165,0.0000073641268,0.0000148711515,0.000115353076,0.000009268769],"domain_scores_gemma":[0.9997305,0.000112150745,0.000040442632,0.000023475657,0.00008430947,0.000009121483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029233226,0.00038772332,0.0002348647,0.0004775606,0.00019724839,0.00029279946,0.000484716,0.00032000954,0.0010798557],"category_scores_gemma":[0.0010035163,0.00023882867,0.00034171584,0.00024214716,0.00033042638,0.00064785534,0.00019292397,0.0002625946,0.000321092],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013160685,0.000069920934,0.0019371676,0.00054124964,0.000040752017,0.0005547745,0.0004429464,0.61579335,0.11368633,0.052141465,0.0012030194,0.21345742],"study_design_scores_gemma":[0.0000047141757,0.000031287746,0.00034696763,0.000013699651,0.0000058742876,0.00010290065,0.000027614975,0.988691,0.0072201937,0.001858761,0.0016875828,0.000009443834],"about_ca_topic_score_codex":0.0012250002,"about_ca_topic_score_gemma":0.0020048716,"teacher_disagreement_score":0.0012250002,"about_ca_system_score_codex":0.00029232723,"about_ca_system_score_gemma":0.0003621553,"threshold_uncertainty_score":0.0036124587},"labels":[],"label_agreement":null},{"id":"W3174936264","doi":"10.1109/ojia.2021.3091557","title":"Space-Time-Parallel 3-D Finite Element Transformer Model With Adaptive TLM and Parareal Techniques for Electromagnetic Transient Analysis","year":2021,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Electromagnetic Simulation and Numerical Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Finite element method; Conjugate gradient method; Computer science; Solver; Discretization; Speedup; Transformer; Computational science; Massively parallel; Tetrahedron; Parallel computing; Algorithm; Physics; Mathematical analysis; Mathematics; Geometry; Voltage","score_opus":0.022828340278385373,"score_gpt":0.2957187401248219,"score_spread":0.27289039984643654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174936264","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008209013,0.00007114136,0.98610014,0.00008581842,0.00003188132,0.000028081235,0.000059607326,0.00047188433,0.0049425354],"genre_scores_gemma":[0.591419,0.0003812494,0.39493173,0.00013945125,0.000034694487,0.00024106048,0.000367495,0.00033992447,0.012145377],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999006,0.000021312915,0.0000044070193,0.000013250943,0.000051769275,0.000008660999],"domain_scores_gemma":[0.9998951,0.00002716217,0.000016005702,0.00002365943,0.000030624647,0.0000075067246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013393779,0.0003718951,0.00031823642,0.00025138134,0.00023516003,0.0004068034,0.0010459153,0.00062638405,0.0025100042],"category_scores_gemma":[0.00039030553,0.00022421959,0.00049607706,0.0003169505,0.00029751562,0.0006743309,0.00041931542,0.00062963617,0.0008032776],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004066162,0.000043948592,0.00062178174,0.000071233706,0.000022433154,0.00013033203,0.00006994771,0.9289839,0.015244693,0.024394473,0.0014544963,0.02892197],"study_design_scores_gemma":[0.0000028384488,0.0000082646,0.000039454942,0.0000020291147,0.0000019599336,0.000026160153,0.0000051230545,0.99593157,0.00097623345,0.0011650026,0.0018389176,0.0000023121495],"about_ca_topic_score_codex":0.002617888,"about_ca_topic_score_gemma":0.0032482892,"teacher_disagreement_score":0.002617888,"about_ca_system_score_codex":0.0003027808,"about_ca_system_score_gemma":0.00060480216,"threshold_uncertainty_score":0.008396804},"labels":[],"label_agreement":null},{"id":"W3180453709","doi":"10.1109/ojia.2021.3096518","title":"Hierarchical Linking-Domain Extraction Decomposition Method for Fast and Parallel Power System Electromagnetic Transient Simulation","year":2021,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Electromagnetic Simulation and Numerical Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Matrix decomposition; Domain decomposition methods; Computation; Computer science; LU decomposition; Benchmark (surveying); Decomposition method (queueing theory); Matrix (chemical analysis); Algorithm; Triangular matrix; Decomposition; Mathematics; Engineering; Finite element method","score_opus":0.02065941906075769,"score_gpt":0.3586982081525898,"score_spread":0.3380387890918321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180453709","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038105748,0.000052373773,0.9942836,0.00004072592,0.0000128868705,0.000024023962,0.000030508705,0.00030119315,0.0014441768],"genre_scores_gemma":[0.2971792,0.0002812748,0.6974555,0.00009791645,0.00003286823,0.00031417116,0.00034388562,0.00028471963,0.004010424],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983263,0.000048295697,0.0000095956675,0.000022298387,0.00006709037,0.000020015385],"domain_scores_gemma":[0.999739,0.00011402859,0.000024942727,0.00003520586,0.00007169875,0.000015062925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004035496,0.0004905737,0.0004685013,0.00047403006,0.00034686053,0.00048528513,0.0005822645,0.00048833544,0.003931148],"category_scores_gemma":[0.0010249736,0.00032640775,0.0006663412,0.0004833081,0.00028455403,0.0008473187,0.0007324566,0.0008710457,0.00068197266],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049198505,0.000044022763,0.0007238989,0.00012154981,0.000033528333,0.000101113445,0.00010682102,0.8833659,0.009937912,0.021770883,0.0023593947,0.08138572],"study_design_scores_gemma":[0.0000038275507,0.000005749556,0.000044326138,0.0000028523964,0.0000020994519,0.000008067302,0.0000056975487,0.99684286,0.0006187937,0.0015072668,0.0009561675,0.0000023620446],"about_ca_topic_score_codex":0.003325625,"about_ca_topic_score_gemma":0.0028834725,"teacher_disagreement_score":0.003931148,"about_ca_system_score_codex":0.00032975542,"about_ca_system_score_gemma":0.00070452044,"threshold_uncertainty_score":0.01315093},"labels":[],"label_agreement":null},{"id":"W4285238437","doi":"10.1109/ojia.2022.3178235","title":"A Recommender System for Predictive Control of Heating Systems in Economic Demand Response Programs","year":2022,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Collège Shawinigan; Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada; Hydro-Québec; Université du Québec à Trois-Rivières","keywords":"Flexibility (engineering); Leverage (statistics); Recommender system; Computer science; Demand response; Model predictive control; Context (archaeology); Control (management); Industrial engineering; Artificial intelligence; Machine learning; Engineering","score_opus":0.024742148204368052,"score_gpt":0.2627125101559998,"score_spread":0.23797036195163174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285238437","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046062812,0.0010189281,0.9468981,0.000498681,0.00019927538,0.00019345549,0.00027394437,0.0019358792,0.0029189955],"genre_scores_gemma":[0.85383904,0.00049933407,0.13969058,0.00034443228,0.0001749339,0.00026246568,0.00044049992,0.000060692037,0.004687981],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985238,0.00046418412,0.00012736063,0.00047345718,0.0002667986,0.00014449918],"domain_scores_gemma":[0.99739057,0.001325042,0.0001929408,0.00025859335,0.0007210197,0.000111901056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021543046,0.00086569105,0.001492993,0.0006678311,0.0007785874,0.0011444215,0.0017907114,0.0017693007,0.002649073],"category_scores_gemma":[0.005106001,0.0004814739,0.00095012557,0.00071782555,0.0003859223,0.0011511281,0.0008235784,0.0014704956,0.0010770971],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011372085,0.0007650367,0.008069263,0.0004671144,0.0004629918,0.00077869487,0.00055079197,0.51295006,0.018165004,0.011412549,0.010909341,0.43433192],"study_design_scores_gemma":[0.000029243125,0.00010452899,0.00059559505,0.000009783541,0.000043454067,0.000060655373,0.000027278003,0.9964283,0.0009494469,0.00074127107,0.0009923186,0.00001808975],"about_ca_topic_score_codex":0.01660458,"about_ca_topic_score_gemma":0.021745134,"teacher_disagreement_score":0.01660458,"about_ca_system_score_codex":0.0007182576,"about_ca_system_score_gemma":0.0007981604,"threshold_uncertainty_score":0.033015847},"labels":[],"label_agreement":null},{"id":"W4323891869","doi":"10.1109/ojia.2023.3254669","title":"Dynamic Phasor Finite-Element Modeling of a DFIG for Grid Connection Studies","year":2023,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Electromagnetic Simulation and Numerical Methods","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Phasor; Finite element method; Computer science; Rotor (electric); Time domain; Rotation (mathematics); Grid; Electric power system; Frequency domain; Modeling and simulation; Control theory (sociology); Power (physics); Engineering; Simulation; Mechanical engineering; Mathematics","score_opus":0.10971527818214254,"score_gpt":0.4134849368728492,"score_spread":0.30376965869070666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323891869","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037201878,0.00032413757,0.9349454,0.00022317751,0.00008536023,0.0000975341,0.0004588031,0.00091767136,0.025745949],"genre_scores_gemma":[0.83450794,0.00074097724,0.1461118,0.000088140914,0.000031499683,0.00037412936,0.00057922147,0.00016930344,0.017396946],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999058,0.000034276505,0.000004817045,0.000012238926,0.00003618625,0.000006588598],"domain_scores_gemma":[0.99990404,0.000036111,0.000012473523,0.000015393025,0.000027131193,0.0000047926865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001660429,0.00053537777,0.00039993704,0.0002700872,0.00033996592,0.00048900594,0.0007601992,0.00084221165,0.004618185],"category_scores_gemma":[0.00036701982,0.00024428498,0.0004369708,0.0003534411,0.00018258566,0.000591584,0.00029205313,0.0005676567,0.0010854066],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024808507,0.000020821875,0.00040797066,0.00006151963,0.000011444231,0.00013342184,0.000052069117,0.97431225,0.0052325437,0.004575681,0.00070871925,0.0144587485],"study_design_scores_gemma":[0.0000027340427,0.000014926492,0.00009561673,0.0000070246406,0.0000032018108,0.000024177194,0.0000127558405,0.99625766,0.0007006589,0.0006421721,0.0022365882,0.0000025917757],"about_ca_topic_score_codex":0.0031039715,"about_ca_topic_score_gemma":0.003720798,"teacher_disagreement_score":0.004618185,"about_ca_system_score_codex":0.0002742083,"about_ca_system_score_gemma":0.00038201394,"threshold_uncertainty_score":0.015449405},"labels":[],"label_agreement":null},{"id":"W4324116327","doi":"10.1109/ojia.2023.3256364","title":"Determining the Control Objectives of a Switched Reluctance Machine for Performance Improvement in Generating Mode","year":2023,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Switched reluctance motor; Torque; Torque ripple; Control theory (sociology); Mode (computer interface); Computer science; Performance improvement; Range (aeronautics); Ripple; Direct torque control; Control (management); Engineering; Voltage; Electrical engineering; Artificial intelligence","score_opus":0.020873968700341545,"score_gpt":0.2819393186465132,"score_spread":0.2610653499461717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324116327","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10624364,0.00013089881,0.88562137,0.000062687934,0.000011193246,0.00014592403,0.00003508689,0.0002254953,0.007523715],"genre_scores_gemma":[0.8169966,0.000104012324,0.18099384,0.000022209417,0.000009146222,0.00016303918,0.000049282444,0.0000763747,0.0015855896],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997029,0.000078773475,0.000013596325,0.00004802155,0.000120026685,0.000036686804],"domain_scores_gemma":[0.9995353,0.00017703089,0.00011381025,0.000019985517,0.00013650669,0.000017372993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096998713,0.0010814273,0.0004770949,0.000562689,0.00035629337,0.00081894465,0.00043816734,0.00038706133,0.0012862289],"category_scores_gemma":[0.0012554331,0.0003163838,0.00033231932,0.0002327465,0.00034987295,0.0005994207,0.00030292632,0.000537636,0.00016918847],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019406114,0.00017632822,0.0017542667,0.00035694768,0.00004027989,0.000097592536,0.00025661182,0.81821054,0.06483109,0.011485309,0.0006343619,0.10196255],"study_design_scores_gemma":[0.000024574838,0.00031737986,0.0010744819,0.000025509207,0.000022792869,0.00003388121,0.00006621098,0.9780872,0.017017666,0.0021559007,0.0011598965,0.000014504423],"about_ca_topic_score_codex":0.0009743604,"about_ca_topic_score_gemma":0.0012029484,"teacher_disagreement_score":0.0012862289,"about_ca_system_score_codex":0.00046486928,"about_ca_system_score_gemma":0.0007652624,"threshold_uncertainty_score":0.0051298738},"labels":[],"label_agreement":null},{"id":"W4362653285","doi":"10.1109/ojia.2023.3264651","title":"A Stochastic Approach to Integrating Electrical Thermal Storage in Distributed Demand Response for Nordic Communities With Wind Power Generation","year":2023,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Demand response; Flexibility (engineering); Distributed generation; Computer science; Thermal energy storage; Wind power; Peak demand; Grid; Energy storage; Renewable energy; Distributed data store; Smart grid; Distributed computing; Power (physics); Engineering; Electrical engineering; Electricity; Economics","score_opus":0.036758206030510186,"score_gpt":0.2752949790305711,"score_spread":0.2385367730000609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362653285","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06277811,0.00015374378,0.9304238,0.00044388915,0.000047208716,0.00008801054,0.00007371313,0.00006895218,0.00592261],"genre_scores_gemma":[0.95514995,0.00015666494,0.041317433,0.000057299996,0.000028665043,0.00008696008,0.000036139274,0.000016682534,0.0031502484],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999298,0.00035366474,0.000021087262,0.00011457638,0.000106119456,0.00010653205],"domain_scores_gemma":[0.99927706,0.0004100979,0.00011475749,0.000023495775,0.00009940872,0.00007518634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013134687,0.00082588656,0.00064412534,0.00046312308,0.0005299879,0.0011996959,0.0011442183,0.00081169995,0.0017090337],"category_scores_gemma":[0.0016810858,0.00048069775,0.00073452556,0.00048558795,0.0008483912,0.0009759324,0.0012240129,0.0009976442,0.00010749912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028565179,0.000030362065,0.00032382002,0.00002451927,0.000023751976,0.00008158372,0.000026450738,0.98184913,0.00068953645,0.0135869635,0.00016863432,0.0031665605],"study_design_scores_gemma":[0.000006448069,0.00003143073,0.00009540936,0.0000025606898,0.00000660183,0.000013496637,0.000021920474,0.9954091,0.00015673411,0.0040680133,0.00018292332,0.0000053930376],"about_ca_topic_score_codex":0.00883781,"about_ca_topic_score_gemma":0.013631109,"teacher_disagreement_score":0.00883781,"about_ca_system_score_codex":0.0014466668,"about_ca_system_score_gemma":0.001917219,"threshold_uncertainty_score":0.01757276},"labels":[],"label_agreement":null},{"id":"W4387934982","doi":"10.1109/ojia.2023.3327606","title":"Modeling Lyapunov Control-Based Selective Harmonic Compensated Single-Phase Inverter in the Dynamic Phasor Domain","year":2023,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Control theory (sociology); Phasor; Total harmonic distortion; Lyapunov function; Inverter; Uninterruptible power supply; Computer science; Robustness (evolution); Three-phase; Time domain; Nonlinear system; Electronic engineering; Engineering; Voltage; Power (physics); Electric power system; Control (management); Physics","score_opus":0.028032826003186614,"score_gpt":0.2875571851257684,"score_spread":0.25952435912258176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387934982","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03488224,0.00027662917,0.95301014,0.000088060704,0.000053190703,0.000080938466,0.00012214038,0.00033666004,0.011150027],"genre_scores_gemma":[0.9550156,0.00048845465,0.037295975,0.00003363705,0.000023528579,0.00025351733,0.00019178366,0.000034557703,0.006662884],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999027,0.000018449176,0.000005327056,0.000018209299,0.000045339137,0.000009996436],"domain_scores_gemma":[0.9999107,0.000024582645,0.000019559651,0.000009255967,0.000030293628,0.000005573028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016315747,0.00045784895,0.0004593337,0.00023892228,0.00021467966,0.0005834228,0.00081081945,0.00047900516,0.0015684143],"category_scores_gemma":[0.00024923513,0.00018525081,0.0004016847,0.00024558106,0.00035428366,0.0004898254,0.00035907637,0.000439827,0.00030779],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018815346,0.000016507556,0.00029761912,0.000061298575,0.000013664548,0.000089916706,0.00004175753,0.9772644,0.00536521,0.009411313,0.0002982684,0.0071211965],"study_design_scores_gemma":[0.0000019700474,0.000011211112,0.00003509279,0.0000012633893,0.0000016199776,0.000005254823,0.0000019599022,0.99909854,0.00023835168,0.0003361772,0.00026719822,0.0000013268369],"about_ca_topic_score_codex":0.0042713545,"about_ca_topic_score_gemma":0.0029761628,"teacher_disagreement_score":0.0042713545,"about_ca_system_score_codex":0.00042330028,"about_ca_system_score_gemma":0.0005351204,"threshold_uncertainty_score":0.008493006},"labels":[],"label_agreement":null},{"id":"W4392172849","doi":"10.1109/ojia.2024.3354443","title":"IEEE Industry Applications Society Information","year":2024,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business","score_opus":0.017309894072943578,"score_gpt":0.2923850786785814,"score_spread":0.2750751846056378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392172849","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025023585,0.013368956,0.10704011,0.025807956,0.026720075,0.0020335515,0.011856998,0.011330114,0.79933983],"genre_scores_gemma":[0.01778885,0.027860716,0.060165368,0.0064597395,0.007030602,0.002801628,0.043433074,0.0020150852,0.8324449],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99630016,0.0005999394,0.00045975702,0.00036378897,0.0020739331,0.00020240493],"domain_scores_gemma":[0.9733984,0.003023908,0.0014212822,0.0033014363,0.017582031,0.0012731024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049176854,0.0019054526,0.0018589719,0.0046308036,0.0018529306,0.0062278197,0.0018122197,0.00509409,0.15425505],"category_scores_gemma":[0.021031367,0.0010094383,0.00077375234,0.0056451648,0.001041695,0.0041703433,0.0023912385,0.0047201095,0.20905757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006126993,0.00014464986,0.00036411124,0.00041315812,0.00002188688,0.00006822,0.00006670504,0.0007475636,0.0013695637,0.008411157,0.7804966,0.20783512],"study_design_scores_gemma":[0.000025230152,0.00009169685,0.0007590595,0.0004645147,0.000024008472,0.00012852422,0.00005165179,0.001825334,0.0010530596,0.0071782917,0.988366,0.000032720563],"about_ca_topic_score_codex":0.0050457804,"about_ca_topic_score_gemma":0.0041635525,"teacher_disagreement_score":0.15425505,"about_ca_system_score_codex":0.0016949049,"about_ca_system_score_gemma":0.008295492,"threshold_uncertainty_score":0.51603454},"labels":[],"label_agreement":null},{"id":"W4393180220","doi":"10.1109/ojia.2024.3381856","title":"Noninvasive Measurement of Three-Phase Currents","year":2024,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Phase (matter); Physics","score_opus":0.09171640618909638,"score_gpt":0.3577963164847163,"score_spread":0.26607991029561995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393180220","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12827893,0.0016894082,0.8577536,0.00026641245,0.00021744077,0.00017389287,0.00023054669,0.0015469637,0.009842716],"genre_scores_gemma":[0.80116916,0.0013083192,0.1913882,0.00020990276,0.000119964534,0.00019412964,0.00019017467,0.00007860342,0.0053415573],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999233,0.00010459892,0.00002465783,0.00012557018,0.0004890207,0.00002320052],"domain_scores_gemma":[0.999426,0.00023522832,0.00009195155,0.00008162523,0.00013992525,0.000025351173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024936325,0.0005033752,0.0003980867,0.00049229496,0.00015472368,0.0004635376,0.0005508158,0.00048528743,0.0011463751],"category_scores_gemma":[0.0010869959,0.00016068733,0.00015783083,0.00026819887,0.00045384216,0.0008877114,0.0005587254,0.00047463138,0.00064979546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000857598,0.000052093186,0.0015560113,0.00019603671,0.000009573499,0.00010052876,0.000104625324,0.0011963274,0.9231341,0.0018273216,0.00047186873,0.07126585],"study_design_scores_gemma":[0.000046148405,0.0007045357,0.0077188653,0.000048308033,0.00004246354,0.001367271,0.00013814762,0.049775448,0.9207419,0.002555184,0.016776063,0.00008567749],"about_ca_topic_score_codex":0.00025713976,"about_ca_topic_score_gemma":0.00050364947,"teacher_disagreement_score":0.0011463751,"about_ca_system_score_codex":0.00018016418,"about_ca_system_score_gemma":0.00021619335,"threshold_uncertainty_score":0.0038350224},"labels":[],"label_agreement":null},{"id":"W4393184630","doi":"10.1109/ojia.2024.3380249","title":"Fault Detection Based on Vibration Measurements and Variational Autoencoder-Desirability Function","year":2024,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; École de Technologie Supérieure","funders":"Hydro-Québec; Natural Sciences and Engineering Research Council of Canada; École de technologie supérieure","keywords":"Autoencoder; Function (biology); Vibration; Fault (geology); Fault detection and isolation; Computer science; Pattern recognition (psychology); Artificial intelligence; Algorithm; Acoustics; Physics; Artificial neural network; Geology; Seismology; Biology","score_opus":0.03943195154819427,"score_gpt":0.27663265065774156,"score_spread":0.2372006991095473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393184630","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045048513,0.0003557747,0.95351344,0.00016312649,0.000029222405,0.000023660423,0.000046547433,0.00030631933,0.0005133539],"genre_scores_gemma":[0.89004517,0.00024921706,0.1076734,0.000085690015,0.00004061499,0.00005860786,0.0002556607,0.000057111592,0.0015345204],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99950624,0.00014741947,0.000028710157,0.00016899357,0.000098225966,0.000050499893],"domain_scores_gemma":[0.9988176,0.00077507773,0.0001271272,0.000078151585,0.0001643212,0.000037691363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011588439,0.0008679773,0.0007828876,0.00069123047,0.00021193728,0.00061543606,0.0010209837,0.0009748074,0.00052911777],"category_scores_gemma":[0.0040379474,0.00045498944,0.0006334713,0.0004812452,0.0006660986,0.0009001413,0.0008114019,0.0011629215,0.00017760588],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014071318,0.000047859183,0.0023735536,0.000062096726,0.000076263605,0.00007627096,0.00007714285,0.9162918,0.005844407,0.003476113,0.00043282693,0.07110105],"study_design_scores_gemma":[0.0000016576184,0.000011524471,0.00030926216,0.0000024322812,0.000003057434,0.000008207799,0.000003311112,0.99836737,0.000524584,0.0007094738,0.000055906523,0.0000033020742],"about_ca_topic_score_codex":0.008539428,"about_ca_topic_score_gemma":0.005066869,"teacher_disagreement_score":0.008539428,"about_ca_system_score_codex":0.00064636377,"about_ca_system_score_gemma":0.0006150294,"threshold_uncertainty_score":0.016979456},"labels":[],"label_agreement":null},{"id":"W4401506956","doi":"10.1109/ojia.2024.3441308","title":"Optimization of Analytical TSFs for DC-Link Current Reduction in Switched Reluctance Motors","year":2024,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Prince Edward Island; University of Calgary","funders":"","keywords":"Switched reluctance motor; Current (fluid); Reduction (mathematics); Link (geometry); Materials science; Control theory (sociology); Automotive engineering; Computer science; Engineering; Torque; Electrical engineering; Physics; Thermodynamics; Mathematics","score_opus":0.03375381385211697,"score_gpt":0.31560257595469615,"score_spread":0.2818487621025792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401506956","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14438106,0.00059668417,0.8458394,0.00013457228,0.000029549039,0.00007653912,0.000029019047,0.00028888154,0.008624311],"genre_scores_gemma":[0.93238497,0.00027821588,0.06541339,0.00002268285,0.000009658017,0.00008029308,0.000033449054,0.000060505365,0.0017167631],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995517,0.00013212918,0.000019495003,0.000041834617,0.0001970278,0.00005761797],"domain_scores_gemma":[0.9995704,0.00021634805,0.00009046069,0.00002342782,0.00008484359,0.000014470108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009979887,0.00103927,0.00048436917,0.00070785586,0.00032785238,0.00085109635,0.00045729632,0.0005526506,0.0007724378],"category_scores_gemma":[0.0014870302,0.00029198627,0.00048319044,0.000541318,0.0005553079,0.00043504106,0.00042490588,0.00036850094,0.00019118741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054220414,0.000052554235,0.00018423736,0.00006646887,0.0000112549715,0.00002820063,0.00006390975,0.9508488,0.006845105,0.0028026612,0.00020824649,0.038834322],"study_design_scores_gemma":[0.0000073070883,0.000089844485,0.00016209853,0.000008177871,0.0000067639094,0.000015128587,0.000025785053,0.9941182,0.0038678336,0.0010628265,0.00062949484,0.0000064989595],"about_ca_topic_score_codex":0.001293888,"about_ca_topic_score_gemma":0.0009191525,"teacher_disagreement_score":0.001293888,"about_ca_system_score_codex":0.0007836138,"about_ca_system_score_gemma":0.000648027,"threshold_uncertainty_score":0.0056855083},"labels":[],"label_agreement":null},{"id":"W4402401523","doi":"10.1109/ojia.2024.3457505","title":"A High-Efficiency Propulsion Motor With Distributed High-Density Winding Technology","year":2024,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Propulsion; Automotive engineering; Aerospace engineering; Computer science; Engineering","score_opus":0.010347294179866193,"score_gpt":0.24135606563320877,"score_spread":0.2310087714533426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402401523","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24223354,0.00084425166,0.7437197,0.00028771814,0.00020681249,0.000136795,0.00007143951,0.00087135367,0.011628362],"genre_scores_gemma":[0.8057066,0.00040194468,0.1880906,0.000064337866,0.00004106192,0.000058747963,0.0000944023,0.00004345395,0.0054987757],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983656,0.000022056687,0.000009423326,0.000030129779,0.00008911219,0.000012668747],"domain_scores_gemma":[0.9998491,0.000022384704,0.00003768113,0.000021889657,0.0000524524,0.000016486127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021204623,0.00023126157,0.0003199534,0.00028448892,0.00017292784,0.00031948643,0.0005018765,0.00032838917,0.0005948047],"category_scores_gemma":[0.0003150636,0.00019013011,0.00015882116,0.00023110176,0.0003110633,0.0006376596,0.00037378693,0.00027097578,0.00042377264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111837464,0.00012350013,0.0023302652,0.00042015116,0.000027197791,0.00063686015,0.000119979755,0.011693839,0.8338256,0.010808703,0.0019166969,0.13798536],"study_design_scores_gemma":[0.00020323377,0.0033911874,0.008880159,0.00007987963,0.00007257679,0.004636375,0.00010045777,0.22480841,0.67975086,0.0041654413,0.073848546,0.00006283112],"about_ca_topic_score_codex":0.00008832759,"about_ca_topic_score_gemma":0.00019287008,"teacher_disagreement_score":0.0005948047,"about_ca_system_score_codex":0.00020844756,"about_ca_system_score_gemma":0.00022710834,"threshold_uncertainty_score":0.0019897819},"labels":[],"label_agreement":null},{"id":"W4409985752","doi":"10.1109/ojia.2025.3565826","title":"Black-Start and Hot-Swap Performance Assessment and Improved Control Strategy for Grid-Forming VSC and CSC-Based PV Systems","year":2025,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Swap (finance); Grid; Computer science; Control (management); Automotive engineering; Engineering; Business; Mathematics; Artificial intelligence","score_opus":0.02655313486158406,"score_gpt":0.31323013766205127,"score_spread":0.2866770028004672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409985752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8489938,0.0004837957,0.14212352,0.0001321096,0.000042551757,0.000089623376,0.0000739272,0.0005016563,0.0075590387],"genre_scores_gemma":[0.9984261,0.000028017077,0.001335148,0.0000048444886,0.0000022297265,0.000006472203,0.000012008351,0.0000034737923,0.00018165259],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997757,0.000053953907,0.000015390535,0.000037510537,0.00009202102,0.000025449635],"domain_scores_gemma":[0.9996886,0.000101967096,0.00006604085,0.00003095963,0.00009632714,0.0000161037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045611258,0.00047238928,0.00030894982,0.00043504292,0.00022465036,0.0005503897,0.00030320024,0.0003125148,0.00091109716],"category_scores_gemma":[0.0006590874,0.00010153345,0.00023545572,0.00020665742,0.00019821293,0.0003850543,0.00029457745,0.00027717766,0.00011174874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017750966,0.0003973306,0.007444917,0.00055242836,0.00010641512,0.00025700132,0.0004136497,0.57950956,0.11964495,0.0034033977,0.0014313842,0.28506392],"study_design_scores_gemma":[0.000045070396,0.0010635676,0.006419347,0.000017703494,0.00003986528,0.000056398632,0.00007173972,0.9652826,0.02575972,0.00062736485,0.00059765857,0.00001885775],"about_ca_topic_score_codex":0.0013868291,"about_ca_topic_score_gemma":0.0014755713,"teacher_disagreement_score":0.0013868291,"about_ca_system_score_codex":0.00029371819,"about_ca_system_score_gemma":0.000205278,"threshold_uncertainty_score":0.0030478835},"labels":[],"label_agreement":null},{"id":"W4412536680","doi":"10.1109/ojia.2025.3591144","title":"Hamiltonian-Based Approach to Enhance the Stability of Hybrid Fuel Cell and Supercapacitor Sources","year":2025,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Supercapacitor; Hamiltonian (control theory); Fuel cells; Stability (learning theory); Materials science; Computer science; Chemical engineering; Chemistry; Engineering; Mathematics; Capacitance; Mathematical optimization; Electrode; Physical chemistry","score_opus":0.01358097487110455,"score_gpt":0.2521821170849364,"score_spread":0.23860114221383183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412536680","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33839473,0.00063752854,0.6458211,0.00023691419,0.00007467202,0.00007806888,0.00006625462,0.00042520775,0.014265619],"genre_scores_gemma":[0.98927456,0.000071556366,0.009345932,0.000016580592,0.000008471752,0.000020221798,0.000008884664,0.000011664067,0.0012420842],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994576,0.000012989733,0.0000020616187,0.000008558091,0.000023868453,0.0000068704962],"domain_scores_gemma":[0.9999281,0.0000305335,0.000010635262,0.00000813891,0.000015652216,0.0000069721023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016107637,0.00021451086,0.00021970522,0.00013867805,0.00014389676,0.00033107592,0.00029549107,0.0002021252,0.0014799146],"category_scores_gemma":[0.00022470606,0.000079966514,0.00014399861,0.00009777422,0.000338685,0.0003036049,0.00032999663,0.00022549888,0.00011048005],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025089117,0.00012214383,0.00074737024,0.00024793946,0.00008171285,0.0002938249,0.00023717998,0.67311585,0.2130895,0.06015388,0.00084043195,0.050819255],"study_design_scores_gemma":[0.000008102668,0.000054891978,0.00011047055,0.0000027740898,0.000003858766,0.000009187159,0.00000817338,0.99215853,0.0052831937,0.0019333507,0.00042330046,0.000004162504],"about_ca_topic_score_codex":0.00077289756,"about_ca_topic_score_gemma":0.0008244893,"teacher_disagreement_score":0.0014799146,"about_ca_system_score_codex":0.00020105632,"about_ca_system_score_gemma":0.00016104811,"threshold_uncertainty_score":0.0049508214},"labels":[],"label_agreement":null},{"id":"W4415293134","doi":"10.1109/ojia.2025.3622910","title":"Minimizing the Common-Mode Voltage in Variable Frequency Permanent Magnet Synchronous Motor Drives Using Resolution-Level Optimization","year":2025,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Fredericton; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Voltage; Stator; Pulse-width modulation; Harmonic; Inverter; Waveform; Variable-frequency drive; Torque","score_opus":0.02401991228984416,"score_gpt":0.28300725488121864,"score_spread":0.25898734259137446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415293134","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06813545,0.00071948435,0.9269738,0.00008963175,0.000018832305,0.000041804415,0.000023053786,0.00020473404,0.0037931271],"genre_scores_gemma":[0.80744964,0.00061535666,0.18966296,0.000035834724,0.00002451959,0.000070226866,0.000079260935,0.00008843985,0.0019737657],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99966836,0.000055125056,0.00001869186,0.00005706507,0.00017669096,0.000024035433],"domain_scores_gemma":[0.99973994,0.0001053397,0.000072258335,0.000022732822,0.000050928506,0.000008806636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038438424,0.0005391321,0.0004302414,0.00030544735,0.00019094713,0.00071100774,0.00048749242,0.00035382292,0.00068993296],"category_scores_gemma":[0.0010684798,0.000199189,0.00034072498,0.00046077455,0.00022431217,0.00070492073,0.0003774412,0.00044056404,0.00023396757],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016264954,0.00015513305,0.0015835715,0.0005009115,0.00010157858,0.00016311367,0.00020859265,0.5036525,0.12934557,0.022623492,0.000990978,0.34051192],"study_design_scores_gemma":[0.000026441063,0.0003189211,0.0010133311,0.000031209933,0.00003791501,0.00013362245,0.00003077132,0.9524238,0.036638647,0.0055742436,0.0037518076,0.000019175986],"about_ca_topic_score_codex":0.0004969107,"about_ca_topic_score_gemma":0.00054597924,"teacher_disagreement_score":0.00071100774,"about_ca_system_score_codex":0.0003703742,"about_ca_system_score_gemma":0.00034947225,"threshold_uncertainty_score":0.0026872158},"labels":[],"label_agreement":null},{"id":"W6903691461","doi":"10.1109/ojia.2025.3554485","title":"Single-Stage Single-Phase Isolated Full-Bridge Buck–Boost DC–AC Inverters","year":2025,"lang":"en","type":"article","venue":"IEEE Open Journal of Industry Applications","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Ministry of Science and ICT, South Korea; National Research Foundation","keywords":"Galvanic isolation; Inverter; Transformer; Voltage; Power inverter; Power (physics); Electromagnetic compatibility","score_opus":0.04043614646088912,"score_gpt":0.31470186753541374,"score_spread":0.2742657210745246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903691461","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21410623,0.0011305213,0.7314924,0.00018015613,0.0002959823,0.00034063094,0.0005096738,0.002715656,0.04922875],"genre_scores_gemma":[0.9486047,0.00027897581,0.041035008,0.00008937997,0.000044920493,0.000101929116,0.00023911636,0.000057535333,0.009548513],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986017,0.000006043502,0.000007833726,0.000032666314,0.00007381256,0.000019461706],"domain_scores_gemma":[0.99992347,0.000010108984,0.000012211882,0.000011165565,0.000033109558,0.000009948463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000082114224,0.0002821067,0.00052424293,0.0003101758,0.00029085993,0.00042207172,0.0010604302,0.0003944679,0.006669219],"category_scores_gemma":[0.00013784943,0.00016724257,0.00037124084,0.00033160122,0.0001426632,0.0005552687,0.00024669484,0.00038709657,0.0017611033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004407646,0.00026686114,0.0007023128,0.001090545,0.000077994875,0.00046359876,0.00020053878,0.012969662,0.72936386,0.0066625164,0.0025252427,0.24523614],"study_design_scores_gemma":[0.00018087,0.0016537416,0.0042947656,0.00010755314,0.00014557145,0.0018014616,0.00012386258,0.35534066,0.58922416,0.0074893082,0.03958078,0.00005727088],"about_ca_topic_score_codex":0.00027258333,"about_ca_topic_score_gemma":0.0006068497,"teacher_disagreement_score":0.006669219,"about_ca_system_score_codex":0.00026354118,"about_ca_system_score_gemma":0.00023527216,"threshold_uncertainty_score":0.022310793},"labels":[],"label_agreement":null}]}