{"meta":{"query_hash":"bd7d3d5520cc","filters":{"venue":"Journal of Electromagnetic Engineering and Science"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/bd7d3d5520cc","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Electromagnetic+Engineering+and+Science"},"results":[{"id":"W4362734821","doi":"10.26866/jees.2023.2.l.13","title":"Comparison of Real Experimental and Simulated RCS of Flying Artillery Projectile","year":2023,"lang":"en","type":"article","venue":"Journal of Electromagnetic Engineering and Science","topic":"Guidance and Control Systems","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":"Nexen (Canada)","funders":"","keywords":"Projectile; Artillery; Radar cross-section; Radar; Range of a projectile; Engineering; Physics; Aerospace engineering; Computer science; Artificial intelligence","score_opus":0.011950911182162698,"score_gpt":0.2661704249166241,"score_spread":0.25421951373446144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362734821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99741435,0.0020501798,0.00018981121,0.000005684657,0.00013337286,0.000052907453,4.117489e-7,0.00002997222,0.00012332444],"genre_scores_gemma":[0.99954915,0.00010521804,0.00029943138,6.840248e-7,0.000027122886,9.326989e-7,8.5517975e-8,0.000007922697,0.00000943512],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913543,0.0000063192256,0.00036352308,0.000073198586,0.0002270084,0.00019449575],"domain_scores_gemma":[0.99966854,0.00005380702,0.00008544576,0.000065835084,0.000062135536,0.00006423092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003364258,0.00008015413,0.00026118674,0.000255266,0.000034435103,0.000018045126,0.00009888203,0.00002728666,0.0000013858348],"category_scores_gemma":[0.00004389,0.00007143608,0.000027255592,0.00048087543,0.000062733794,0.00011636085,0.000016768023,0.00009800004,1.9591386e-7],"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":[0.000006698425,0.000009381357,0.0013230091,0.000060168826,0.000009633104,0.0000025642453,0.0008678592,0.05092227,0.9460656,0.000033376185,0.000016120095,0.00068333757],"study_design_scores_gemma":[0.00035304957,0.0007080743,0.017060503,0.00012820818,0.00001193888,0.00004680396,0.00050073187,0.76672715,0.21434566,0.000007695146,0.00002089015,0.000089260284],"about_ca_topic_score_codex":0.000009186478,"about_ca_topic_score_gemma":3.6090137e-7,"teacher_disagreement_score":0.7317199,"about_ca_system_score_codex":0.000019201017,"about_ca_system_score_gemma":0.000028975554,"threshold_uncertainty_score":0.29130787},"labels":[],"label_agreement":null},{"id":"W4402996344","doi":"10.26866/jees.2024.5.r.251","title":"Millimeter-Wave Far-Field Range Antenna Measurement System for a W-Band Monopulse Antenna","year":2024,"lang":"en","type":"article","venue":"Journal of Electromagnetic Engineering and Science","topic":"Microwave Engineering and Waveguides","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":"Nexen (Canada)","funders":"Agency for Defense Development; Korea Research Institute of Standards and Science","keywords":"Antenna (radio); Extremely high frequency; Monopulse radar; Near and far field; Physics; Electrical engineering; Optics; Telecommunications; Acoustics; Engineering; Radar","score_opus":0.013732661054450741,"score_gpt":0.2031269837266107,"score_spread":0.18939432267215997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402996344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52175987,0.04393393,0.43175358,0.00010926734,0.001822562,0.0002021146,0.00000561875,0.00027221118,0.0001408579],"genre_scores_gemma":[0.99345785,0.00056555355,0.005662669,0.000009753357,0.00022560911,0.0000086271675,2.1305118e-7,0.00003823401,0.000031509815],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984457,0.000007173982,0.00043836515,0.00021027011,0.00040699943,0.0004914842],"domain_scores_gemma":[0.99930537,0.00011072871,0.000036394886,0.00014750718,0.00019866438,0.0002013237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001185762,0.00022872683,0.0003071472,0.00050732266,0.00007367058,0.00022067023,0.0002018866,0.00006337025,0.0000024965127],"category_scores_gemma":[0.000184017,0.000194612,0.000114051356,0.00048906374,0.000041926756,0.0002173314,0.000013787025,0.00027245554,0.0000011868563],"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":[0.000010901409,0.0000066651373,0.000004882502,0.0006530089,0.000052722196,0.000049573857,0.00019142302,0.0022192963,0.99362546,0.00017870117,0.00021787512,0.0027895053],"study_design_scores_gemma":[0.00042632938,0.0010734758,0.0002926815,0.001131394,0.00009801594,0.0014127292,0.00007035187,0.8662409,0.1272443,0.000034542605,0.0016180373,0.00035722146],"about_ca_topic_score_codex":0.000002936758,"about_ca_topic_score_gemma":6.079767e-7,"teacher_disagreement_score":0.86638117,"about_ca_system_score_codex":0.00018187893,"about_ca_system_score_gemma":0.000076782555,"threshold_uncertainty_score":0.79360473},"labels":[],"label_agreement":null},{"id":"W4402996884","doi":"10.26866/jees.2024.5.r.254","title":"Advanced Beam Estimation for Antennas Via Patterned Coupling-Line Detection Board in Ka-Band","year":2024,"lang":"en","type":"article","venue":"Journal of Electromagnetic Engineering and Science","topic":"Antenna Design and Analysis","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":"Nexen (Canada)","funders":"","keywords":"Line (geometry); Coupling (piping); Ka band; Beam (structure); Optics; Physics; Materials science; Mathematics; Geometry","score_opus":0.004709418421341161,"score_gpt":0.21549773466016015,"score_spread":0.210788316238819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402996884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54156744,0.0019381192,0.45624354,0.000026832091,0.00014982132,0.0000387291,3.566042e-7,0.000032561842,0.0000026014193],"genre_scores_gemma":[0.9954826,0.0002710573,0.0041443864,0.0000051930797,0.000059977978,0.000004466144,3.187552e-7,0.0000138841315,0.000018103896],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920684,0.0000020504085,0.00027685676,0.000120669596,0.00016202056,0.00023156824],"domain_scores_gemma":[0.9997158,0.00006425649,0.000029598743,0.000054992423,0.000063030784,0.000072333554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042421033,0.00010499516,0.00016779533,0.00046874525,0.00003645744,0.000090602254,0.00009405878,0.000032703523,0.0000021192893],"category_scores_gemma":[0.00007160495,0.000093170915,0.0000503717,0.0006024025,0.000031980733,0.00027367985,0.000004407128,0.00016751848,5.1988104e-7],"study_design_candidate":"simulation_or_modeling","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":[0.0000073361803,0.00000443417,0.000013545091,0.000071682785,0.000008015644,0.000007675208,0.00005883816,0.16392711,0.82760364,0.000007804619,0.0000016322657,0.008288295],"study_design_scores_gemma":[0.00020092812,0.00039088514,0.0007530352,0.00015456426,0.000024519739,0.000071499926,0.000012603258,0.9461016,0.052076872,0.00009435188,0.00001977633,0.000099360506],"about_ca_topic_score_codex":0.0000023066034,"about_ca_topic_score_gemma":0.0000027914145,"teacher_disagreement_score":0.7821745,"about_ca_system_score_codex":0.00007256407,"about_ca_system_score_gemma":0.000026128988,"threshold_uncertainty_score":0.37993997},"labels":[],"label_agreement":null},{"id":"W4402997718","doi":"10.26866/jees.2024.5.r.247","title":"Hybrid Checkerboard Metasurface Combining Passive and Active AMCs","year":2024,"lang":"en","type":"article","venue":"Journal of Electromagnetic Engineering and Science","topic":"Advanced Materials and Mechanics","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":"Nexen (Canada)","funders":"","keywords":"Checkerboard; Physics; Optics; Materials science; Sack; Acoustics; Engineering; Mathematics; Geometry; Mechanical engineering","score_opus":0.004101731111125808,"score_gpt":0.20141866116990487,"score_spread":0.19731693005877907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402997718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97985876,0.00637696,0.0129118655,0.000048025966,0.0006231731,0.000037396767,0.000001806349,0.000065110224,0.000076933145],"genre_scores_gemma":[0.98927957,0.0013467695,0.009277353,0.0000064563797,0.000054516604,0.00000125446,1.1254081e-7,0.000015569916,0.000018407947],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993008,0.0000042825636,0.00017696987,0.000112892565,0.00016768888,0.0002373957],"domain_scores_gemma":[0.9996986,0.000050220886,0.000026558871,0.00005598559,0.000046379748,0.00012228658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025586458,0.0001121983,0.00017452228,0.00014975485,0.000044751603,0.000120426266,0.000092961396,0.000020005467,0.0000038219982],"category_scores_gemma":[0.00006589013,0.00009577165,0.00002297632,0.00018582579,0.000049258895,0.0002985631,0.000022692066,0.00019543376,5.914099e-7],"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":[0.0000032854084,0.000002423266,3.6203372e-7,0.00006995444,0.000016175121,0.000037678405,0.000162082,0.007650212,0.98260117,0.0012701622,0.000028739762,0.008157783],"study_design_scores_gemma":[0.00027388465,0.00067041256,0.0002467787,0.0002764562,0.00006659459,0.0013315507,0.000076966164,0.35746685,0.6354755,0.0013701435,0.002467526,0.00027734556],"about_ca_topic_score_codex":5.165184e-7,"about_ca_topic_score_gemma":7.672336e-8,"teacher_disagreement_score":0.34981665,"about_ca_system_score_codex":0.000043161028,"about_ca_system_score_gemma":0.000041304054,"threshold_uncertainty_score":0.39054543},"labels":[],"label_agreement":null},{"id":"W4411011566","doi":"10.26866/jees.2025.3.r.296","title":"Design and Implementation of an X-Band 1-Bit Reconfigurable Transmitarray System with a Space-Time Coding Scheme","year":2025,"lang":"en","type":"article","venue":"Journal of Electromagnetic Engineering and Science","topic":"Advanced Antenna and Metasurface Technologies","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":"Nexen (Canada)","funders":"","keywords":"Coding (social sciences); Scheme (mathematics); Computer science; Space–time code; Electronic engineering; Decoding methods; Physics; Algorithm; Mathematics; Engineering; Block code; Mathematical analysis","score_opus":0.004531521387672984,"score_gpt":0.2111097618960337,"score_spread":0.2065782405083607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411011566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86405826,0.0015558971,0.13411984,0.000029906512,0.000034468925,0.00007780826,4.144216e-7,0.000053896903,0.000069496324],"genre_scores_gemma":[0.93931806,0.00022321267,0.06043426,0.0000013256233,0.000004120686,0.0000018498022,6.550083e-8,0.000006074452,0.000011018877],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99938536,0.0000067550995,0.00020109654,0.0000935454,0.0001211173,0.00019214941],"domain_scores_gemma":[0.99971163,0.000042703363,0.000051629322,0.00007108398,0.00007171388,0.000051246614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041305582,0.00009440548,0.00019578796,0.00025985215,0.000048810525,0.000032478394,0.00010556608,0.000025492878,0.0000014595664],"category_scores_gemma":[0.000018680328,0.00007569262,0.000012291977,0.0003753066,0.000078422825,0.0002599244,0.0000029450075,0.00011321724,5.4257608e-8],"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":[0.000009317307,0.0000028860813,0.000028406956,0.00011437621,0.000014135652,0.0000036689153,0.00011401147,0.02078528,0.97627264,0.000402685,0.0000021479088,0.0022504441],"study_design_scores_gemma":[0.00054326927,0.0009773988,0.0010415186,0.0003372935,0.000037004746,0.00018971018,0.00064465957,0.17673692,0.81929445,0.000053033014,0.000020811054,0.00012392465],"about_ca_topic_score_codex":0.0000024538413,"about_ca_topic_score_gemma":6.196153e-7,"teacher_disagreement_score":0.15697819,"about_ca_system_score_codex":0.00003603299,"about_ca_system_score_gemma":0.000050940776,"threshold_uncertainty_score":0.3086655},"labels":[],"label_agreement":null},{"id":"W4412779114","doi":"10.26866/jees.2025.4.r.302","title":"Performance Comparison between Monostatic and Bistatic Staring Spotlight Modes Based on Several Scenarios","year":2025,"lang":"en","type":"article","venue":"Journal of Electromagnetic Engineering and Science","topic":"Advanced SAR Imaging Techniques","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":"Nexen (Canada)","funders":"Agency for Defense Development; National Research Foundation of Korea","keywords":"Bistatic radar; Staring; Computer science; Remote sensing; Acoustics; Physics; Geology; Optics; Telecommunications; Radar","score_opus":0.0053401422513409584,"score_gpt":0.23252683772703966,"score_spread":0.2271866954756987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412779114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9060666,0.0005641937,0.09289137,0.000071016984,0.00006017371,0.000067203604,6.890939e-7,0.0000993555,0.00017942175],"genre_scores_gemma":[0.9351748,0.00010224067,0.06466077,0.000019521147,0.000016278873,0.0000020285247,1.7282403e-7,0.000012633415,0.000011505336],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999023,0.000008242796,0.00030504423,0.0001348012,0.00023087284,0.0002980192],"domain_scores_gemma":[0.9995302,0.00013901773,0.000052027568,0.000119305936,0.00006066995,0.000098806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003606216,0.00015304732,0.00025208754,0.00051040464,0.00009268514,0.000084924046,0.0001907209,0.000027415366,8.7728756e-7],"category_scores_gemma":[0.00009645774,0.00014175092,0.00002069373,0.0004390755,0.00010126597,0.0002495304,0.000023261666,0.00031755547,1.9203978e-7],"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":[0.000020311942,0.000019711753,0.0077777985,0.00032819642,0.000018765595,0.00000936443,0.00024980694,0.81589586,0.15475167,0.00014871248,0.000052705,0.020727076],"study_design_scores_gemma":[0.00024375899,0.00035610402,0.01789009,0.000370292,0.000021130105,0.000014848648,0.000013121431,0.9539122,0.026884405,0.000108425585,0.00004961867,0.00013603517],"about_ca_topic_score_codex":0.0000015731016,"about_ca_topic_score_gemma":2.0607344e-7,"teacher_disagreement_score":0.13801628,"about_ca_system_score_codex":0.000105559855,"about_ca_system_score_gemma":0.000061205064,"threshold_uncertainty_score":0.57804346},"labels":[],"label_agreement":null}]}