{"meta":{"query_hash":"872de7474154","filters":{"venue":"IEEE Microwave and Wireless Technology Letters"},"cohort_total":61,"direct_labels_cover":0,"predictions_cover":61,"exported":61,"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/872de7474154","api":"https://metacan.xera.ac/api/v1/cohort?venue=IEEE+Microwave+and+Wireless+Technology+Letters"},"results":[{"id":"W4293794926","doi":"10.1109/lmwc.2022.3198174","title":"Body Motion Artifact Cancellation Technique for Cough Detection Using FMCW Radar","year":2022,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Non-Invasive Vital Sign Monitoring","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":"University of Waterloo","funders":"","keywords":"Continuous-wave radar; Artifact (error); SIGNAL (programming language); Radar; Acoustics; Computer science; Bin; Vibration; Frequency modulation; Electronic engineering; Computer vision; Radar imaging; Physics; Radio frequency; Engineering; Telecommunications; Algorithm","score_opus":0.009956496861435052,"score_gpt":0.2116665220973636,"score_spread":0.20171002523592857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293794926","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":[0.61289257,0.00007426664,0.38576972,0.00014363864,0.00043351453,0.00037737982,0.0000106833095,0.00029070652,0.0000075528637],"genre_scores_gemma":[0.995792,0.00002166509,0.0036160576,0.00006854064,0.00012604294,0.0003057232,0.00000837075,0.000057868125,0.0000037645693],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990817,0.000021380296,0.00021026627,0.00027634902,0.00009619537,0.0003141455],"domain_scores_gemma":[0.99966997,0.000031390646,0.00006667463,0.00017851921,0.000025103807,0.000028337032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012823236,0.00018735969,0.00018616146,0.00038509836,0.00032518173,0.00002137786,0.000115289586,0.0001466969,0.0000026933574],"category_scores_gemma":[0.0000050562735,0.00023685659,0.000048969712,0.00035813294,0.00008126366,0.00011680844,0.000042164076,0.0003396008,0.0000012094786],"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":[0.000012438444,0.000008559521,0.0006386194,0.00004988265,0.000029868785,0.00000960018,0.000039132425,0.002823587,0.98724145,0.000019935085,0.00008192082,0.009045038],"study_design_scores_gemma":[0.00027114656,0.000054232834,0.00006018855,0.000020026535,0.0000248098,0.000095829564,0.000073648414,0.002776604,0.9955318,0.00037585798,0.00047222848,0.00024361403],"about_ca_topic_score_codex":0.000036671016,"about_ca_topic_score_gemma":0.0000144272235,"teacher_disagreement_score":0.38289943,"about_ca_system_score_codex":0.0003991131,"about_ca_system_score_gemma":0.000009566212,"threshold_uncertainty_score":0.9658731},"labels":[],"label_agreement":null},{"id":"W4293811852","doi":"10.1109/lmwc.2022.3200553","title":"Wideband Digital Predistortion for Frequency Multipliers Driven by Nonideal Upconverters","year":2022,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Advanced Power Amplifier Design","field":"Engineering","cited_by":5,"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 Waterloo","funders":"","keywords":"Predistortion; Frequency multiplier; Wideband; Multiplier (economics); Electronic engineering; Bandwidth (computing); Computer science; Frequency modulation; Extremely high frequency; Radio frequency; Telecommunications; Engineering; Amplifier","score_opus":0.004572720646229854,"score_gpt":0.18409265734061775,"score_spread":0.1795199366943879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293811852","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":[0.7055421,0.00021675984,0.29184902,0.0007607787,0.00050599955,0.00037376804,0.00019956713,0.0005052125,0.000046792808],"genre_scores_gemma":[0.99733955,0.00002593138,0.0016621761,0.00041710425,0.000032615015,0.0003208439,0.000088902714,0.00006925415,0.000043630607],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99885476,0.000009621232,0.0002460475,0.00036586018,0.000099231824,0.00042450288],"domain_scores_gemma":[0.99957985,0.000049378832,0.000057225272,0.0002377089,0.00001620863,0.000059658854],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004689344,0.00023777441,0.00024329808,0.00022237813,0.00022019843,0.000031843134,0.00024094715,0.00012468456,0.0000055785786],"category_scores_gemma":[0.0000053119534,0.00028842938,0.000063062354,0.00019369155,0.00022856606,0.00019356044,0.000046290286,0.00034220464,0.000004044658],"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":[0.000018358918,0.00001651635,0.0021929452,0.000030808267,0.00007430498,0.000014251048,0.00016223801,0.0007095472,0.96287966,0.00005692585,0.02321141,0.0106330365],"study_design_scores_gemma":[0.0059672543,0.0006451807,0.00040206077,0.00007102101,0.00017034016,0.00043934028,0.001189384,0.019681746,0.91824985,0.0039492017,0.046518303,0.002716309],"about_ca_topic_score_codex":0.0000044736857,"about_ca_topic_score_gemma":0.0000029743292,"teacher_disagreement_score":0.29179743,"about_ca_system_score_codex":0.00021099429,"about_ca_system_score_gemma":0.000010816673,"threshold_uncertainty_score":0.9999568},"labels":[],"label_agreement":null},{"id":"W4294311467","doi":"10.1109/lmwc.2022.3201123","title":"Bayesian-Assisted Multilayer Neural Network Structure Adaptation Method for Microwave Design","year":2022,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Tianjin City; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Computer science; Artificial neural network; Multilayer perceptron; Bayesian probability; Artificial intelligence; Pattern recognition (psychology); Perceptron; Layer (electronics); Hidden Markov model; Algorithm; Machine learning; Materials science","score_opus":0.013590390165847609,"score_gpt":0.22198454297903908,"score_spread":0.20839415281319146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294311467","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29739803,0.00064785744,0.69944674,0.00071176793,0.0006890145,0.00045114994,0.000054502878,0.0005928601,0.000008083252],"genre_scores_gemma":[0.82621986,0.000026613296,0.17260516,0.0006245958,0.00016143445,0.00017432087,0.000045116223,0.000112493544,0.000030427651],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981625,0.000084246276,0.00040466615,0.00051528367,0.00012619888,0.0007071148],"domain_scores_gemma":[0.99926305,0.00017786316,0.000089071895,0.0003530406,0.00004056703,0.00007643471],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002659823,0.0004239139,0.00044466445,0.00038438174,0.00037911817,0.00004877025,0.0003155513,0.000255861,0.000011807691],"category_scores_gemma":[0.000011590625,0.00047534294,0.000115394716,0.0005122389,0.00010251978,0.0000829463,0.00007810272,0.00065225834,0.0000015012876],"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":[0.000027013708,0.000008098958,0.000022549011,0.000046628702,0.000095724135,0.000020292715,0.00015151026,0.33142596,0.63182527,0.0000883571,0.010004614,0.026283948],"study_design_scores_gemma":[0.00084825506,0.00009310041,0.000049166913,0.000023522387,0.000077772995,0.0003398697,0.00017964237,0.6695207,0.32409734,0.000708867,0.0034807294,0.00058102794],"about_ca_topic_score_codex":0.000009382833,"about_ca_topic_score_gemma":0.000015409965,"teacher_disagreement_score":0.5288218,"about_ca_system_score_codex":0.0001336825,"about_ca_system_score_gemma":0.000017837909,"threshold_uncertainty_score":0.9997698},"labels":[],"label_agreement":null},{"id":"W4312528055","doi":"10.1109/lmwc.2022.3208355","title":"Convolutional Neural Network With Adaptive Batch-Size Training Technique for High-Dimensional Inverse Modeling of Microwave Filters","year":2022,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Speech and Audio Processing","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"National Natural Science Foundation of China","keywords":"Sigmoid function; Inverse; Computer science; Convolutional neural network; Inverse function; Filter (signal processing); Algorithm; Function (biology); Artificial neural network; Artificial intelligence; Mathematics; Computer vision","score_opus":0.016601119581933575,"score_gpt":0.20718566585784726,"score_spread":0.19058454627591367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312528055","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":[0.5124644,0.00008233278,0.48383078,0.003091445,0.00013629478,0.00026914413,0.0000146688735,0.00010454197,0.000006346391],"genre_scores_gemma":[0.76031595,0.0000029648966,0.23737633,0.0020373538,0.00004962372,0.00018112891,0.000007537572,0.000021267964,0.000007855618],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981571,0.00005448246,0.00034463496,0.00063845253,0.00022576565,0.00057956215],"domain_scores_gemma":[0.9991386,0.00014857178,0.0002472432,0.00029816455,0.00010361514,0.00006379562],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029794956,0.00027222701,0.00039845787,0.00027694416,0.0005155877,0.000031880845,0.0005919418,0.00012966123,0.0000028995453],"category_scores_gemma":[0.000010591736,0.00027099042,0.00007669719,0.00062729383,0.00041915488,0.00022529493,0.00029585257,0.00048009618,4.144958e-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":[0.00012841588,0.000031342493,0.00013556266,0.000021961323,0.00007479658,0.000047683858,0.00025108247,0.031266954,0.95985,0.0014076271,0.0010907131,0.005693821],"study_design_scores_gemma":[0.0018008758,0.0006002579,0.00002863993,0.00013173795,0.000046798465,0.0007366865,0.00044257875,0.18068142,0.8063372,0.008506947,0.000059090427,0.00062781497],"about_ca_topic_score_codex":0.000020893081,"about_ca_topic_score_gemma":0.000014553156,"teacher_disagreement_score":0.2478515,"about_ca_system_score_codex":0.0000854199,"about_ca_system_score_gemma":0.00014691213,"threshold_uncertainty_score":0.99997425},"labels":[],"label_agreement":null},{"id":"W4321769966","doi":"10.1109/lmwt.2022.3232107","title":"Load and Power Indexed Predistortion for Improved Robustness to MIMO Channel Conditions","year":2023,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Advanced Power Amplifier Design","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 Waterloo","funders":"","keywords":"Predistortion; MIMO; Precoding; Transmitter; Amplifier; Electronic engineering; Control theory (sociology); Computer science; Adjacent channel; Robustness (evolution); Linearity; Channel (broadcasting); Telecommunications; Engineering; Bandwidth (computing)","score_opus":0.00895496478679484,"score_gpt":0.2230962237952442,"score_spread":0.21414125900844935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321769966","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":[0.6996676,0.0000702073,0.29622716,0.0023783615,0.00037373707,0.00044528148,0.000064408865,0.00076176267,0.0000115444245],"genre_scores_gemma":[0.9975723,0.000046115547,0.0014133573,0.0004715413,0.000040864525,0.0003224348,0.000027092854,0.000056262434,0.000050052433],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990396,0.0000063044954,0.00018543228,0.00032502224,0.00005015971,0.00039346734],"domain_scores_gemma":[0.9995924,0.00004696586,0.000030514691,0.00021457668,0.000044080683,0.0000714513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007679187,0.00020094054,0.00022523175,0.0003825322,0.00011496912,0.000022104674,0.00011531838,0.00021940959,0.0000013121391],"category_scores_gemma":[0.0000141009605,0.00022858437,0.000031020914,0.00039662447,0.00015684284,0.00010047811,0.000036327026,0.00017784348,0.000008411678],"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":[0.000015449194,0.0000065596732,0.000040209165,0.000046347945,0.000043251766,0.0000074898385,0.00018209954,0.0020809674,0.98268235,0.00008402391,0.012783731,0.002027517],"study_design_scores_gemma":[0.0023050928,0.00023437705,0.0012995085,0.00015160204,0.0000857315,0.00010624672,0.00050970714,0.02968888,0.95427877,0.0023574764,0.007770023,0.0012126166],"about_ca_topic_score_codex":0.000002494049,"about_ca_topic_score_gemma":0.00001470339,"teacher_disagreement_score":0.29790473,"about_ca_system_score_codex":0.000075143325,"about_ca_system_score_gemma":0.000009797503,"threshold_uncertainty_score":0.93214},"labels":[],"label_agreement":null},{"id":"W4321770235","doi":"10.1109/lmwt.2022.3231009","title":"Mesh Morphing-Embedded Space Mapping Optimization for Waveguide Components With Arc Structures","year":2023,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"National Natural Science Foundation of China","keywords":"Morphing; Rectangle; Arc (geometry); Waveguide; Computer science; Process (computing); Geometry; Optics; Mathematics; Physics; Computer graphics (images)","score_opus":0.011113986041979865,"score_gpt":0.1998104065281499,"score_spread":0.18869642048617005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321770235","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":[0.68358874,0.00010347504,0.31349933,0.0009853197,0.00023584356,0.00026322855,0.000018424813,0.0012708063,0.000034794084],"genre_scores_gemma":[0.9703008,0.00015378551,0.028975125,0.00017862186,0.00009625803,0.00006831881,0.00007470076,0.00010803914,0.000044335928],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986505,0.000010802068,0.00027536487,0.00038780292,0.0001086333,0.0005669248],"domain_scores_gemma":[0.99946445,0.00006088681,0.000055681798,0.00030494272,0.000045510857,0.00006855036],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011582567,0.00034602432,0.00035602396,0.0006788747,0.00014967665,0.00005569187,0.00021141079,0.0002358178,0.0000030400793],"category_scores_gemma":[0.00001178483,0.00033513585,0.000056120483,0.0005862975,0.00017075187,0.0000949535,0.00004023213,0.00027117587,0.0000073444244],"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":[0.000011099568,0.0000055216,0.00012091398,0.00016750973,0.00012939432,0.000030853807,0.00018157366,0.14859565,0.8442755,0.0003872473,0.004849453,0.0012452962],"study_design_scores_gemma":[0.0010658096,0.000056391294,0.0002122513,0.00018967004,0.000047068836,0.00012497915,0.00022587071,0.45064694,0.5446966,0.00038815796,0.0016875151,0.0006587115],"about_ca_topic_score_codex":0.000006674416,"about_ca_topic_score_gemma":0.0000037347136,"teacher_disagreement_score":0.30205128,"about_ca_system_score_codex":0.000053785614,"about_ca_system_score_gemma":0.000008393174,"threshold_uncertainty_score":0.99991006},"labels":[],"label_agreement":null},{"id":"W4365800370","doi":"10.1109/lmwt.2023.3264877","title":"Array Calibration and Digital Predistortion Training Using Embedded Near-Field Feedback Probes and Orthogonal Coding for Enhancing the Performance of Millimeter-Wave Beamforming Arrays","year":2023,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":10,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Beamforming; Predistortion; Electronic engineering; Calibration; Extremely high frequency; Antenna array; Phased array; Computer science; Antenna (radio); Acoustics; Engineering; Physics; Telecommunications; Amplifier; CMOS","score_opus":0.015417602486020438,"score_gpt":0.2047228212949241,"score_spread":0.18930521880890366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365800370","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":[0.7882412,0.00015944794,0.21090885,0.0001636653,0.0001306743,0.00020258286,0.000013251381,0.0001761708,0.000004140053],"genre_scores_gemma":[0.9963311,0.00014845327,0.003334391,0.000041935837,0.00006349984,0.000024057983,0.0000134819975,0.000037659953,0.000005429864],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990701,0.000006565541,0.0003078931,0.00023178465,0.00006924641,0.00031440612],"domain_scores_gemma":[0.99962914,0.000120553974,0.000070210626,0.00012250573,0.000022759641,0.000034844794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017247678,0.0001992428,0.00024837666,0.00020224637,0.0002119632,0.000075716816,0.00006612533,0.00015587495,1.9659362e-7],"category_scores_gemma":[0.000023447756,0.00017971096,0.000036919937,0.00023015792,0.0001974654,0.00023106806,0.0000279011,0.0001962098,1.4068378e-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":[0.000010211013,0.0000025656552,0.0005166723,0.0002923674,0.00005069423,0.0000017213266,0.0014282567,0.003502898,0.9834701,0.000023479843,0.00006343207,0.010637646],"study_design_scores_gemma":[0.0002288198,0.000059137918,0.00011989872,0.00022070616,0.000028559136,0.00007542007,0.00063227676,0.267992,0.7303671,0.000042937794,0.000043673415,0.00018945783],"about_ca_topic_score_codex":0.0000021401447,"about_ca_topic_score_gemma":0.0000062722524,"teacher_disagreement_score":0.2644891,"about_ca_system_score_codex":0.000021955937,"about_ca_system_score_gemma":0.000012509451,"threshold_uncertainty_score":0.73284},"labels":[],"label_agreement":null},{"id":"W4366957734","doi":"10.1109/lmwt.2023.3266943","title":"Vertically Stacked Double-Layer Substrate-Integrated Nonradiative Dielectric Waveguides for THz Applications","year":2023,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Dielectric; Optoelectronics; Classification of discontinuities; Coating; Substrate (aquarium); Waveguide; Terahertz radiation; Perforation; Layer (electronics); Fabrication; Chemical-mechanical planarization; Leakage (economics); Optics; Composite material; Physics","score_opus":0.015914269233056704,"score_gpt":0.26587307469193877,"score_spread":0.24995880545888208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366957734","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":[0.91681075,0.000038056474,0.07659025,0.0047919587,0.0000408273,0.00094058266,0.00015030011,0.0002702075,0.00036705987],"genre_scores_gemma":[0.9969159,0.000032331787,0.0005858372,0.00026350108,0.00008520529,0.0017598332,0.0001930603,0.000034807712,0.0001295623],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99867374,0.000010899293,0.00028754203,0.00046158454,0.00007050446,0.0004957318],"domain_scores_gemma":[0.9993198,0.00010241721,0.000096944794,0.00031822812,0.000089008994,0.00007361859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000093328876,0.00023067287,0.00027436743,0.00026201675,0.00030396343,0.00005605113,0.00024386973,0.00012386349,0.000014034374],"category_scores_gemma":[0.0000017382237,0.00021700704,0.00009208137,0.00096848054,0.00025794696,0.00006824061,0.00003865542,0.00024183933,0.000045069755],"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":[0.000026096803,0.00006536811,0.00074270804,0.000012788671,0.00011600292,0.000001544935,0.000069985,0.000013481674,0.9422544,0.04324003,0.0029884076,0.010469181],"study_design_scores_gemma":[0.0015431006,0.00006024548,0.00045323998,0.000021419306,0.0000874513,0.0000039814336,0.00050169294,0.0025045797,0.9621735,0.012486031,0.01972168,0.0004430441],"about_ca_topic_score_codex":0.000053987016,"about_ca_topic_score_gemma":0.000016594522,"teacher_disagreement_score":0.0801051,"about_ca_system_score_codex":0.00003298944,"about_ca_system_score_gemma":0.000060275528,"threshold_uncertainty_score":0.884929},"labels":[],"label_agreement":null},{"id":"W4367663307","doi":"10.1109/lmwt.2023.3268570","title":"Embedded Near-Field Probing Antenna for Enhancing the Performance of 37–41-GHz Linear and Dual-Polarized Phased Antenna Arrays","year":2023,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":9,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Antenna (radio); Dual (grammatical number); Coaxial antenna; Antenna measurement; Physics; Dipole antenna; Telecommunications; Computer science","score_opus":0.00809988386325752,"score_gpt":0.21182197279594314,"score_spread":0.20372208893268562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367663307","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":[0.9085237,0.0004896145,0.08857814,0.0011699427,0.00028020257,0.00036812073,0.00001481925,0.00056959904,0.000005861485],"genre_scores_gemma":[0.9966007,0.0005712352,0.0023664976,0.00021263791,0.000085970736,0.000059325663,0.000008913794,0.00006781075,0.000026926395],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99863154,0.000015429116,0.0004090012,0.00032459333,0.000086181266,0.00053327176],"domain_scores_gemma":[0.9992994,0.00020235023,0.00007688234,0.00032481275,0.0000480624,0.00004847977],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033162642,0.00029742825,0.00041898916,0.0002654258,0.00021356683,0.000039855986,0.00019063083,0.00024880018,0.0000011646212],"category_scores_gemma":[0.000043316486,0.00025407103,0.00007595147,0.0005030723,0.00027274172,0.00009670949,0.000045696284,0.00039803528,0.0000041609624],"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":[0.000026464506,0.000008151128,0.00020350447,0.00036961006,0.00009823396,0.000009008859,0.00056235655,0.0002986926,0.99634373,0.000026474263,0.00035861542,0.001695142],"study_design_scores_gemma":[0.0006936569,0.000092598726,0.00005546512,0.00022957874,0.00003851734,0.000056579964,0.00023978118,0.16165029,0.83638287,0.00003130248,0.00026171506,0.0002676511],"about_ca_topic_score_codex":0.000007362623,"about_ca_topic_score_gemma":0.000009469368,"teacher_disagreement_score":0.16135159,"about_ca_system_score_codex":0.000019944659,"about_ca_system_score_gemma":0.000015834386,"threshold_uncertainty_score":0.9999912},"labels":[],"label_agreement":null},{"id":"W4368232858","doi":"10.1109/lmwt.2023.3268550","title":"On the Viability of Using a Subset of Transmitter- Observation Receivers for Training a Common DPD in Fully Digital MIMO Transmitters","year":2023,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Radio Frequency Integrated Circuit Design","field":"Engineering","cited_by":4,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Predistortion; Transmitter; MIMO; Linearization; Adjacent channel power ratio; Computer science; Set (abstract data type); Power (physics); Channel (broadcasting); Radio frequency; Training set; Electronic engineering; Control theory (sociology); Mathematics; Telecommunications; Engineering; Artificial intelligence; Physics; Bandwidth (computing); Nonlinear system; Amplifier","score_opus":0.03379179384618415,"score_gpt":0.2274280358734302,"score_spread":0.19363624202724605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4368232858","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":[0.98686236,0.00002793134,0.010240153,0.0019450175,0.00011279785,0.00052136823,0.000090357644,0.000170715,0.000029323057],"genre_scores_gemma":[0.999547,0.000020669699,0.00015187699,0.00017043219,0.000008350736,0.000051561663,0.000013763997,0.000035514873,8.3557694e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988735,0.000033127068,0.0004353548,0.00023847981,0.000095817115,0.00032374327],"domain_scores_gemma":[0.9993145,0.00031016194,0.00007622451,0.00024903755,0.000029162577,0.00002094059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025402536,0.00020231587,0.0003807536,0.0004711122,0.000040531955,0.000013233753,0.00024075508,0.0002124478,9.73868e-7],"category_scores_gemma":[0.000021412148,0.00018256012,0.00009509137,0.0008632337,0.00037798536,0.00012000367,0.0000017607966,0.00029201523,5.9382376e-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":[0.00003130016,0.000016271237,0.0026752166,0.00014618594,0.000065128115,0.000009073319,0.001435538,0.003513519,0.97908604,0.00030660527,0.00016883844,0.0125463],"study_design_scores_gemma":[0.00079886324,0.000107407766,0.0014869149,0.00029995895,0.000036572907,0.000014894822,0.0012207389,0.015783682,0.9769807,0.0029654044,0.000036318517,0.00026853578],"about_ca_topic_score_codex":0.00003080287,"about_ca_topic_score_gemma":0.00003471843,"teacher_disagreement_score":0.012684659,"about_ca_system_score_codex":0.00009024567,"about_ca_system_score_gemma":0.000019501442,"threshold_uncertainty_score":0.74445856},"labels":[],"label_agreement":null},{"id":"W4376607922","doi":"10.1109/lmwt.2023.3264236","title":"Resistance Ratio Enhancement in Phase-Change RF Switches at Cryogenic Temperatures","year":2023,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Phase-change materials and chalcogenides","field":"Materials Science","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 Waterloo","funders":"","keywords":"Materials science; Optoelectronics; Radio frequency; Phase (matter); Atmospheric temperature range; Amorphous solid; Microheater; Phase-change material; Electrical resistivity and conductivity; Voltage; Phase change; Analytical Chemistry (journal); Electrical engineering; Fabrication; Chemistry; Engineering physics; Thermodynamics","score_opus":0.02757413636685024,"score_gpt":0.26829766214342454,"score_spread":0.2407235257765743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376607922","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":[0.9900545,0.001024155,0.00009643556,0.0074488763,0.0005506166,0.00040733075,0.00005147454,0.0003425852,0.000024011706],"genre_scores_gemma":[0.9967202,0.00064605154,0.00017408861,0.001642651,0.00015937208,0.00036372774,0.000030520376,0.000036824684,0.00022657345],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980505,0.000048871618,0.0004062784,0.00065588823,0.0001719947,0.00066642714],"domain_scores_gemma":[0.9993289,0.000048523703,0.0001436254,0.00038490075,0.00003138565,0.000062652056],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003430334,0.0003065524,0.00042672764,0.00046947523,0.00025007,0.00008276455,0.00032095,0.00022421629,0.00006735713],"category_scores_gemma":[0.000015362399,0.00028847065,0.000053062846,0.00055878796,0.00038966516,0.00016751469,0.00017682,0.0001588379,0.00019245392],"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":[0.00010130608,0.000057852452,0.00019550668,0.000069468,0.000014133337,0.00018060827,0.0005666555,7.814241e-7,0.99376744,0.0001848882,0.004196242,0.0006651268],"study_design_scores_gemma":[0.0010407289,0.00006218519,0.00017157289,0.00011478822,0.00001526149,0.000026624186,0.00016772283,0.000013421022,0.9959677,0.0005188695,0.0015740008,0.00032713014],"about_ca_topic_score_codex":0.000046844787,"about_ca_topic_score_gemma":0.00067873485,"teacher_disagreement_score":0.006665676,"about_ca_system_score_codex":0.000107016895,"about_ca_system_score_gemma":0.000017021352,"threshold_uncertainty_score":0.9999567},"labels":[],"label_agreement":null},{"id":"W4376607974","doi":"10.1109/lmwt.2023.3272211","title":"0.3–1.5-GHz LNA With Wideband Noise and Power Matching for Radio Astronomy","year":2023,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Radio Frequency Integrated Circuit Design","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Toronto; University of Calgary","funders":"University of Calgary","keywords":"Noise (video); Wideband; Notation; Electrical engineering; Algorithm; Mathematics; Physics; Computer science; Engineering; Arithmetic; Artificial intelligence","score_opus":0.006109868927801768,"score_gpt":0.18769049589948592,"score_spread":0.18158062697168414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376607974","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":[0.9252593,0.00031537408,0.07134985,0.0014085076,0.0001908978,0.00034777605,0.00001725785,0.0009416217,0.0001694417],"genre_scores_gemma":[0.9976358,0.000097610224,0.0017270499,0.00023799314,0.00003986126,0.00013521795,0.000009796258,0.000083760955,0.000032917094],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99883825,0.000011012751,0.00020636784,0.00036343702,0.00006747784,0.00051344454],"domain_scores_gemma":[0.99954605,0.000069259964,0.000038591224,0.0002565187,0.000023541086,0.000066064626],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000104284954,0.00028840124,0.0003157733,0.00037500184,0.000115117815,0.000055005417,0.00016873117,0.00022066451,0.000002170277],"category_scores_gemma":[0.0000043769173,0.00026848522,0.000036296577,0.00039527562,0.00029687476,0.00014024053,0.0000057669736,0.00033145648,0.000011551249],"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":[0.000012054541,0.0000046529826,0.0009207458,0.000050955114,0.000151316,0.000060143066,0.00019641493,0.0005041365,0.9828896,0.00037305133,0.004444048,0.010392912],"study_design_scores_gemma":[0.0013180441,0.00014403294,0.0005666462,0.00015434051,0.000078032695,0.00036100557,0.0004042234,0.00070489774,0.9897275,0.0011465712,0.004726254,0.0006684254],"about_ca_topic_score_codex":0.000009472676,"about_ca_topic_score_gemma":0.00000964335,"teacher_disagreement_score":0.07237652,"about_ca_system_score_codex":0.000057883055,"about_ca_system_score_gemma":0.000013758764,"threshold_uncertainty_score":0.99997675},"labels":[],"label_agreement":null},{"id":"W4377000607","doi":"10.1109/lmwt.2023.3273505","title":"Millimeter-Wave Ferrite Circulator Integrated on Gap Waveguide Technology","year":2023,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Circulator; Ferrite (magnet); Extremely high frequency; Notation; Dielectric; Waveguide; Electrical engineering; Materials science; Physics; Optoelectronics; Engineering; Optics; Mathematics; Arithmetic","score_opus":0.015636303194130174,"score_gpt":0.20884891802979122,"score_spread":0.19321261483566105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377000607","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":[0.98065406,0.0004456259,0.008901166,0.0033287182,0.00084094267,0.0002854966,0.00004297665,0.005133872,0.00036712972],"genre_scores_gemma":[0.9973949,0.00047878484,0.0010255232,0.0005490033,0.00010896132,0.00007737159,0.00004439918,0.00016327729,0.0001577455],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99765635,0.000022864439,0.00050386036,0.0006762948,0.000161401,0.0009792157],"domain_scores_gemma":[0.9989781,0.000072492694,0.00006116092,0.0007091127,0.000057454796,0.000121688994],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001850706,0.00059344684,0.0005923523,0.0023966476,0.00016300067,0.000056520676,0.00036372492,0.0007330734,0.000009678276],"category_scores_gemma":[0.00003417939,0.00060336076,0.000120536046,0.0020743913,0.00042831132,0.00008340801,0.00009338243,0.0009242047,0.00029108307],"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":[0.000007468554,0.00001614198,0.00023152158,0.00008273566,0.00017048651,0.0003236011,0.00007114586,0.0009934328,0.9672199,0.00085730036,0.0141729135,0.015853368],"study_design_scores_gemma":[0.0007294352,0.00010876155,0.00024171371,0.00027794915,0.00005019041,0.00037810786,0.00018833562,0.021273678,0.96135354,0.0011943096,0.013266912,0.0009370665],"about_ca_topic_score_codex":0.00000963214,"about_ca_topic_score_gemma":0.000009042881,"teacher_disagreement_score":0.020280246,"about_ca_system_score_codex":0.00013919828,"about_ca_system_score_gemma":0.00001729958,"threshold_uncertainty_score":0.9996418},"labels":[],"label_agreement":null},{"id":"W4380451083","doi":"10.1109/lmwt.2023.3280395","title":"Tunable Wideband High-Order Active Analog Delays With High Delay-Bandwidth Product","year":2023,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":9,"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; Canada Research Chairs; CMC Microsystems; University of Calgary","keywords":"Wideband; Bandwidth (computing); Notation; CMOS; Computer science; Mathematics; Algorithm; Electronic engineering; Telecommunications; Arithmetic; Engineering","score_opus":0.005646239182222115,"score_gpt":0.1780559876659808,"score_spread":0.17240974848375867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380451083","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":[0.9191257,0.00029453431,0.077851765,0.00074547296,0.00025133,0.0003013903,0.000031078114,0.0012683915,0.00013034667],"genre_scores_gemma":[0.9984604,0.00030919723,0.00026539137,0.00048424635,0.000107177024,0.00008948147,0.00005826513,0.0000956935,0.00013012665],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982198,0.000029755243,0.00025907447,0.0005835605,0.00015445195,0.0007533442],"domain_scores_gemma":[0.99930876,0.000059040456,0.00006250237,0.00040466557,0.00007193441,0.000093095994],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013091422,0.00040338174,0.00047461907,0.00065968547,0.00020516195,0.00004390345,0.00026242126,0.00027754228,0.000010987419],"category_scores_gemma":[0.0000074184964,0.0003600435,0.000042662115,0.0012959547,0.00040899718,0.000176691,0.000034528715,0.00054979784,0.000091489856],"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":[0.000034789624,0.000020722115,0.0006871194,0.00007166384,0.00034040178,0.0004698345,0.00013225479,0.002238561,0.96262777,0.001913556,0.015253383,0.016209964],"study_design_scores_gemma":[0.0014879064,0.00021626202,0.0014319024,0.0001193065,0.00018547695,0.00034553814,0.00024498513,0.00027553353,0.9884364,0.0028652833,0.0033766816,0.0010147124],"about_ca_topic_score_codex":0.00012640568,"about_ca_topic_score_gemma":0.00010099385,"teacher_disagreement_score":0.079334736,"about_ca_system_score_codex":0.00007373132,"about_ca_system_score_gemma":0.00003285797,"threshold_uncertainty_score":0.99988514},"labels":[],"label_agreement":null},{"id":"W4390357522","doi":"10.1109/lmwt.2023.3343847","title":"Novel FEM-Based Simulation-Inserted Optimization Algorithm Using Improved Complex Newton’s Method for EM Design","year":2023,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"National Natural Science Foundation of China","keywords":"Dimension (graph theory); Finite element method; Computer science; Matrix (chemical analysis); Algorithm; Sensitivity (control systems); Optimization algorithm; Mathematical optimization; Mathematics; Engineering; Electronic engineering; Materials science","score_opus":0.03394356356289149,"score_gpt":0.268981573565135,"score_spread":0.23503801000224353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390357522","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.106943466,0.00005510638,0.8901154,0.00052878336,0.000276861,0.0004863407,0.000046907633,0.0015457444,0.0000013944166],"genre_scores_gemma":[0.36112928,0.000015662312,0.63823694,0.0002870619,0.00007520118,0.000057001496,0.00007927399,0.00010807048,0.000011503592],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986329,0.000021073289,0.00035407842,0.0003953623,0.00007821177,0.0005183728],"domain_scores_gemma":[0.9992829,0.00022898498,0.00006702089,0.00028021872,0.00007730034,0.00006358695],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023278009,0.00033709724,0.00036652075,0.00070766296,0.00017174867,0.000059908914,0.00018374085,0.00032297403,0.0000024688843],"category_scores_gemma":[0.000024051682,0.0003803602,0.000082313374,0.00075267797,0.000076784134,0.00008501207,0.000025886524,0.00021402373,0.000003417409],"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":[0.0000054007824,0.0000062525623,0.0000025559211,0.00003833653,0.00004634842,0.0000027127896,0.00003228728,0.4963995,0.4953844,0.0000064812016,0.0005085908,0.007567125],"study_design_scores_gemma":[0.0007987892,0.000026363952,0.000011798098,0.00003671905,0.00004191057,0.000013396584,0.000037118774,0.7629887,0.2354738,0.00003216262,0.00021642463,0.0003228411],"about_ca_topic_score_codex":0.000013610506,"about_ca_topic_score_gemma":0.000003296785,"teacher_disagreement_score":0.26658916,"about_ca_system_score_codex":0.000094268216,"about_ca_system_score_gemma":0.000021799337,"threshold_uncertainty_score":0.9998648},"labels":[],"label_agreement":null},{"id":"W4390938711","doi":"10.1109/lmwt.2024.3349976","title":"A High-Power <i>S</i>-Band Waveguide Phase Shifter With Rotary RF Chokes","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":4,"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":"Phase shift module; Choke; Phase (matter); Mathematics; Physics; Analytical Chemistry (journal); Quantum mechanics; Chemistry; Chromatography","score_opus":0.005414040969023165,"score_gpt":0.25077495445283216,"score_spread":0.24536091348380898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390938711","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":[0.9766599,0.000648739,0.009461421,0.011974725,0.00014593564,0.00030209107,0.000040995088,0.00021864641,0.0005475584],"genre_scores_gemma":[0.99832135,0.00003733681,0.0003477063,0.0006505604,0.00014987658,0.000110375164,0.000028172592,0.00005979869,0.0002947894],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99824333,0.000025601641,0.00023264246,0.000606535,0.00016311891,0.00072878617],"domain_scores_gemma":[0.99942243,0.000042567182,0.00004110739,0.00035603886,0.000037267866,0.00010058452],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011336434,0.00032683217,0.00032721765,0.00040544066,0.00016147151,0.00016491095,0.0002637713,0.00013585537,0.00011953998],"category_scores_gemma":[8.3113093e-7,0.00025980038,0.000083296254,0.00044976175,0.00041084175,0.0001628282,0.000057289082,0.0007647396,0.00006529159],"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":[0.00006305136,0.000103998034,0.0011461828,0.000033125536,0.0002794078,0.00012697627,0.00011629829,0.0000035513533,0.9632905,0.0077899955,0.008310906,0.018736003],"study_design_scores_gemma":[0.0017506564,0.00032236124,0.000064342785,0.00013654749,0.000063147774,0.000048348706,0.00012316751,0.00017079437,0.97648996,0.0021185733,0.018247856,0.00046426416],"about_ca_topic_score_codex":0.00010138956,"about_ca_topic_score_gemma":0.000019575975,"teacher_disagreement_score":0.021661496,"about_ca_system_score_codex":0.000041510244,"about_ca_system_score_gemma":0.00007936088,"threshold_uncertainty_score":0.9999854},"labels":[],"label_agreement":null},{"id":"W4391547726","doi":"10.1109/lmwt.2024.3357081","title":"A Self-Packaging Comb Spectrum Generator Based on Substrate Integrated Suspension Line","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Acoustic Wave Resonator 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":"University of Waterloo","funders":"","keywords":"Generator (circuit theory); Spectrum (functional analysis); Substrate (aquarium); Suspension (topology); Harmonic; Line (geometry); Stacking; Notation; Electromagnetic shielding; Physics; Topology (electrical circuits); Materials science; Electrical engineering; Mathematics; Power (physics); Quantum mechanics; Pure mathematics; Engineering; Nuclear magnetic resonance","score_opus":0.006170817471502907,"score_gpt":0.19785429459322607,"score_spread":0.19168347712172315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391547726","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":[0.9547521,0.001134535,0.0296594,0.0066797836,0.00057946984,0.00023540574,0.000022366454,0.0068551647,0.00008175924],"genre_scores_gemma":[0.9964229,0.0003078969,0.0025298581,0.00049751694,0.000079062906,0.000030514526,0.0000147559995,0.0001060312,0.0000114549675],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984583,0.000019604977,0.00029685037,0.000517945,0.00014016306,0.0005671276],"domain_scores_gemma":[0.9993694,0.0000833252,0.00003133546,0.000431965,0.000023718863,0.00006027569],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011302032,0.00042576643,0.0003664186,0.000976906,0.00009724558,0.000103840146,0.00028481815,0.0004762058,0.0000069902426],"category_scores_gemma":[0.000010911951,0.0003910116,0.00007220304,0.00086675555,0.0002932578,0.000080023034,0.00004581657,0.0009833004,0.0000563678],"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":[0.000008688274,0.000023018407,0.00024807279,0.00015268427,0.000089966066,0.000658017,0.000033141187,0.0012338746,0.98578495,0.0006694265,0.0035239581,0.007574233],"study_design_scores_gemma":[0.00024658252,0.000066486435,0.000030160576,0.00022027027,0.000038732494,0.00008025291,0.00005806698,0.2860401,0.7110926,0.00026631998,0.0015121015,0.00034831886],"about_ca_topic_score_codex":0.000005513762,"about_ca_topic_score_gemma":0.00001555509,"teacher_disagreement_score":0.28480622,"about_ca_system_score_codex":0.00019206252,"about_ca_system_score_gemma":0.000031158237,"threshold_uncertainty_score":0.9998542},"labels":[],"label_agreement":null},{"id":"W4391547913","doi":"10.1109/lmwt.2024.3358082","title":"A Microwave Liquid Crystal Tunable Waveguide Filter Tuned by a Static Magnetic Field","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Advanced Antenna and Metasurface Technologies","field":"Engineering","cited_by":10,"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 Waterloo","funders":"","keywords":"Bandwidth (computing); Materials science; Microwave; Filter (signal processing); Waveguide filter; Magnet; Liquid crystal tunable filter; Liquid crystal; Magnetic field; Optoelectronics; Waveguide; Optics; Prototype filter; Low-pass filter; Engineering; Physics; Electrical engineering; Telecommunications","score_opus":0.005161259602003218,"score_gpt":0.20117691934845117,"score_spread":0.19601565974644794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391547913","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":[0.92706215,0.0087867025,0.054872185,0.0057257386,0.00044659452,0.000258623,0.000040795665,0.0025934165,0.00021379332],"genre_scores_gemma":[0.9935333,0.001370315,0.003435566,0.0011106837,0.000035539484,0.00007792661,0.000013400813,0.00008982274,0.0003334617],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982925,0.000014964485,0.00036073758,0.00051400275,0.00010824367,0.0007095686],"domain_scores_gemma":[0.999379,0.0000979774,0.000031343447,0.00039993814,0.00002460599,0.00006713731],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000082962,0.0004104188,0.00041380242,0.00046051506,0.00008800541,0.00008202831,0.0003011039,0.00038965867,0.00002579827],"category_scores_gemma":[0.000019602343,0.00039469748,0.000091543145,0.0004896328,0.0003690442,0.0001791277,0.00008942904,0.00065105845,0.00005825015],"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":[0.000017360086,0.000012519799,0.000012045022,0.0002117756,0.00008270224,0.00022757363,0.00011038007,0.000028997738,0.9367824,0.0001593676,0.040050406,0.02230448],"study_design_scores_gemma":[0.00034829322,0.00024998514,0.0000021602498,0.00020901712,0.000055254124,0.00019231609,0.00024908452,0.0019084256,0.97549605,0.00079751253,0.020011162,0.000480765],"about_ca_topic_score_codex":0.000011382582,"about_ca_topic_score_gemma":0.000016832631,"teacher_disagreement_score":0.06647113,"about_ca_system_score_codex":0.000065612025,"about_ca_system_score_gemma":0.000015379534,"threshold_uncertainty_score":0.9998505},"labels":[],"label_agreement":null},{"id":"W4393207193","doi":"10.1109/lmwt.2024.3377713","title":"Advanced Autoencoder Transfer Function Parameter Extraction Technique for Neuro-TF Parametric Modeling of Microwave Components","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","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":"Carleton University","funders":"National Natural Science Foundation of China","keywords":"Autoencoder; Transfer function; Parametric statistics; Extraction (chemistry); Computer science; Microwave; Parametric model; Pattern recognition (psychology); Artificial intelligence; Biological system; Artificial neural network; Mathematics; Engineering; Statistics; Chromatography; Chemistry; Electrical engineering; Telecommunications; Biology","score_opus":0.026245973492083706,"score_gpt":0.24730661148204874,"score_spread":0.22106063798996503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393207193","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42865625,0.00040762895,0.56773293,0.0014842555,0.000618184,0.00059624546,0.000004162963,0.0004929627,0.000007390451],"genre_scores_gemma":[0.9791672,0.00009447194,0.019908987,0.00043793177,0.00003372423,0.00030391142,0.0000058585874,0.000036317873,0.000011590191],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979374,0.000056433182,0.00053273543,0.00083569105,0.00017777279,0.00045999503],"domain_scores_gemma":[0.999027,0.00019300895,0.00008774242,0.0005441317,0.000101918326,0.000046156612],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003324221,0.00031784,0.00042128898,0.0013930125,0.00014268949,0.00006269334,0.00047568933,0.0005298388,6.005505e-7],"category_scores_gemma":[0.000029979066,0.00031175322,0.00015555664,0.0010299324,0.00022618212,0.00039183727,0.000028618982,0.0005200792,0.000005356679],"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":[0.00004300621,0.00005388666,0.00008384273,0.00017333734,0.00009648042,0.000020057312,0.0000576833,0.00040689955,0.9714536,0.0043304884,0.00018024632,0.023100436],"study_design_scores_gemma":[0.00047330937,0.000188596,0.000027071997,0.0001958668,0.00006343387,0.00020914024,0.000030058338,0.14049378,0.8535155,0.004050342,0.00045401737,0.00029889503],"about_ca_topic_score_codex":0.00000977752,"about_ca_topic_score_gemma":0.000004988192,"teacher_disagreement_score":0.55051094,"about_ca_system_score_codex":0.000065878274,"about_ca_system_score_gemma":0.00002732213,"threshold_uncertainty_score":0.9999335},"labels":[],"label_agreement":null},{"id":"W4393207200","doi":"10.1109/lmwt.2024.3379238","title":"High Sampling Rate Spatially Distributed Direct-Conversion Receiver Operating at 5 GHz","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Radio Frequency Integrated Circuit Design","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":"Université du Québec","funders":"Mitacs","keywords":"Sampling (signal processing); Environmental science; Remote sensing; Optics; Physics; Geology","score_opus":0.008714187670972401,"score_gpt":0.19957157027827027,"score_spread":0.19085738260729787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393207200","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":[0.9656168,0.0012097614,0.027804222,0.001660956,0.0012733041,0.00021307741,0.00007393861,0.0018597929,0.00028810243],"genre_scores_gemma":[0.99835795,0.00041718062,0.00056558196,0.00030483885,0.00010667873,0.000035426496,0.000066984496,0.00008431488,0.000061023096],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99853575,0.000036888192,0.00032620842,0.0005063302,0.00009458965,0.00050022657],"domain_scores_gemma":[0.9994728,0.00009519096,0.000032730888,0.0002986131,0.000033906494,0.00006676644],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015805344,0.00035015424,0.00034863208,0.00030704372,0.00017442765,0.00011686432,0.00023953375,0.00037710243,0.000031890748],"category_scores_gemma":[0.00001652934,0.00034762122,0.0000676587,0.0005748745,0.00022289807,0.00018313454,0.00001502736,0.0005923764,0.00012575954],"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":[0.000004095314,0.000004564065,0.00019064597,0.00010156348,0.00014270573,0.00025048145,0.000099354795,0.0022015874,0.98135036,0.00012622176,0.008311726,0.0072166957],"study_design_scores_gemma":[0.00023013615,0.000027787364,0.0000808973,0.00026598157,0.00005296906,0.00012045101,0.00003080372,0.007014962,0.9885908,0.00013227775,0.0030353786,0.00041759387],"about_ca_topic_score_codex":0.000057871344,"about_ca_topic_score_gemma":0.00002314437,"teacher_disagreement_score":0.032741126,"about_ca_system_score_codex":0.00036534652,"about_ca_system_score_gemma":0.000019965684,"threshold_uncertainty_score":0.9998976},"labels":[],"label_agreement":null},{"id":"W4393379195","doi":"10.1109/lmwt.2024.3381534","title":"Image Dielectric Guides-Based Crossover for Millimeter-Wave Applications","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique; Université du Québec à Montréal","funders":"","keywords":"Crossover; Extremely high frequency; Dielectric; Millimeter; Computer science; Materials science; Optoelectronics; Optics; Engineering physics; Physics; Telecommunications; Artificial intelligence","score_opus":0.008328941660291607,"score_gpt":0.21812388674711625,"score_spread":0.20979494508682464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393379195","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3442437,0.0028734324,0.6493531,0.001168237,0.0003041844,0.00041032096,0.00006295025,0.0014529114,0.00013117593],"genre_scores_gemma":[0.98226523,0.00019910083,0.016333336,0.0003910998,0.00017701347,0.00040672667,0.000032969816,0.00011780179,0.00007674317],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986631,0.000006533818,0.00030162983,0.0004390172,0.00007107659,0.0005186123],"domain_scores_gemma":[0.9994174,0.00011787539,0.00002230997,0.0003397388,0.00003881228,0.000063819316],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000108511405,0.00032231893,0.0002832317,0.0006207258,0.000115163864,0.00012608887,0.0001762,0.00026181884,0.000004904112],"category_scores_gemma":[0.000008062448,0.0003311559,0.00012538023,0.0005780868,0.00020535842,0.000088442146,0.0000209181,0.00032352115,0.00003195101],"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":[0.0000048654547,0.000010112331,0.000008144831,0.0003649117,0.00010186779,0.000026271458,0.000025207293,0.00029931846,0.96279454,0.0005768641,0.016540427,0.019247476],"study_design_scores_gemma":[0.00039295695,0.00004406209,0.000014094485,0.00010504589,0.000072912575,0.00008099196,0.000010284105,0.11193062,0.831379,0.00069294544,0.054786403,0.0004906654],"about_ca_topic_score_codex":0.000003483863,"about_ca_topic_score_gemma":0.0000030417632,"teacher_disagreement_score":0.63802147,"about_ca_system_score_codex":0.000085275824,"about_ca_system_score_gemma":0.00001953572,"threshold_uncertainty_score":0.99991405},"labels":[],"label_agreement":null},{"id":"W4393379218","doi":"10.1109/lmwt.2024.3380445","title":"Hybrid Metallo-Dielectric Waveguide Architecture for Compact Low-Loss THz Applications","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Polytechnique Montréal","funders":"","keywords":"Terahertz radiation; Dielectric; Waveguide; Materials science; Architecture; Optoelectronics; Optics; Physics; Geography","score_opus":0.005094571210956962,"score_gpt":0.20635464854007454,"score_spread":0.20126007732911758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393379218","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":[0.53010565,0.0038015419,0.46128082,0.0021895466,0.0003107151,0.00044786895,0.00006341258,0.0016290459,0.00017140301],"genre_scores_gemma":[0.9960231,0.00041453872,0.0025528253,0.00031578145,0.00024103351,0.00019186975,0.000042510623,0.000121791774,0.0000965334],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998484,0.000010284817,0.000333648,0.00048393532,0.00008672763,0.0006014051],"domain_scores_gemma":[0.9993605,0.00012179792,0.000026478263,0.00037477544,0.000030227675,0.00008621048],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012349502,0.00039414514,0.0003897344,0.00072156434,0.00012309618,0.00009541994,0.0002874793,0.00020837884,0.0000037490154],"category_scores_gemma":[0.0000072665184,0.00038300778,0.00015357664,0.00048269887,0.00020303893,0.00007338553,0.000025254712,0.00053292693,0.000028881412],"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":[0.000004411865,0.000012265401,0.000008435228,0.00046304852,0.0002477536,0.000044072523,0.000051353403,0.0025425716,0.9549475,0.001959544,0.012266523,0.02745255],"study_design_scores_gemma":[0.0002901958,0.00003759279,0.00001239129,0.0001493322,0.00010339741,0.00046117182,0.000013602372,0.031296585,0.88645583,0.0025061658,0.07810869,0.0005650378],"about_ca_topic_score_codex":0.0000050420776,"about_ca_topic_score_gemma":0.000004560403,"teacher_disagreement_score":0.46591747,"about_ca_system_score_codex":0.0000804305,"about_ca_system_score_gemma":0.000019048219,"threshold_uncertainty_score":0.9998622},"labels":[],"label_agreement":null},{"id":"W4394595001","doi":"10.1109/lmwt.2024.3383335","title":"Millimeter-Wave Device Characterization Under Wideband Modulated Signals Using Vector Network Analyzer Frequency Extenders","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Radio Frequency Integrated Circuit Design","field":"Engineering","cited_by":6,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wideband; Spectrum analyzer; Extremely high frequency; Characterization (materials science); Network analyzer (electrical); Millimeter; Materials science; Computer science; Electronic engineering; Optics; Physics; Engineering","score_opus":0.01993124807837078,"score_gpt":0.2194538770677275,"score_spread":0.19952262898935674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394595001","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":[0.7938739,0.00222148,0.20090787,0.00070150255,0.00083855353,0.0002519831,0.000022072536,0.0011136015,0.00006905236],"genre_scores_gemma":[0.9978931,0.0003396553,0.00065205025,0.0006878138,0.00019431525,0.000030405436,0.00005055385,0.0001395077,0.000012624792],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980287,0.00005871132,0.000479214,0.00059245905,0.00014449142,0.0006964062],"domain_scores_gemma":[0.99936175,0.000063845284,0.00006365422,0.00036636044,0.000056338304,0.000088064575],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014841762,0.00046603044,0.0004472531,0.0006782935,0.00013690197,0.00015794892,0.00020408811,0.0005256147,0.00002219471],"category_scores_gemma":[0.0000052311384,0.00047574387,0.00010050167,0.0013716761,0.0002699373,0.0003344907,0.0000072251996,0.0006246572,0.000024412207],"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":[0.0000032129726,0.000007953278,0.00017559553,0.00009493696,0.000442985,0.00026180892,0.00009269318,0.006922994,0.9857444,0.00027290298,0.00046591353,0.005514558],"study_design_scores_gemma":[0.0002252411,0.000035635392,0.00033285725,0.00044592193,0.00020037932,0.00039270727,0.000045401826,0.07129545,0.9243718,0.0017976192,0.00014742962,0.0007096077],"about_ca_topic_score_codex":0.000033879154,"about_ca_topic_score_gemma":0.000013908593,"teacher_disagreement_score":0.20401919,"about_ca_system_score_codex":0.00026832355,"about_ca_system_score_gemma":0.000037418627,"threshold_uncertainty_score":0.99976945},"labels":[],"label_agreement":null},{"id":"W4394595059","doi":"10.1109/lmwt.2024.3382595","title":"Active Calibration Approach Addressing Antenna Mutual Coupling and Power Amplifier Output Mismatch in Fully Digital MIMO Transmitters","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Advanced MIMO Systems Optimization","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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Research Foundation","keywords":"Amplifier; MIMO; Electronic engineering; Antenna (radio); Power (physics); Coupling (piping); Computer science; 3G MIMO; Calibration; Electrical engineering; Engineering; Physics; CMOS; Beamforming","score_opus":0.009721159406963548,"score_gpt":0.20832099954812014,"score_spread":0.1985998401411566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394595059","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":[0.5581971,0.000553312,0.4400779,0.00046350504,0.00014952125,0.00017407926,0.000013155794,0.00033397437,0.000037462338],"genre_scores_gemma":[0.9974519,0.00008798471,0.0021703516,0.00010483965,0.000039813334,0.00003737635,0.000025372774,0.00006804827,0.000014303622],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99888575,0.000008351167,0.0002852873,0.00041790816,0.00006982856,0.00033287212],"domain_scores_gemma":[0.99972653,0.000040517265,0.00003123066,0.00014362727,0.000015313057,0.000042787553],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000058150657,0.00025872505,0.0002757131,0.00049587176,0.000060005015,0.0001576764,0.00009038487,0.0002782024,6.806427e-7],"category_scores_gemma":[0.000004397959,0.0002711072,0.00003302758,0.00036915272,0.00020509203,0.00055867084,0.000021448932,0.00039930243,0.0000022510173],"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":[0.000020268719,0.000014963158,0.0005283638,0.00026071942,0.00007177708,0.00008043096,0.0018399634,0.010363243,0.974112,0.00009660902,0.00020688094,0.012404804],"study_design_scores_gemma":[0.0011621666,0.00005624845,0.00020905446,0.00093625236,0.000052316715,0.0004134615,0.0032639739,0.8473496,0.14496797,0.00020395107,0.00034526183,0.0010397456],"about_ca_topic_score_codex":0.0000048944835,"about_ca_topic_score_gemma":0.000005443479,"teacher_disagreement_score":0.83698636,"about_ca_system_score_codex":0.00008755245,"about_ca_system_score_gemma":0.000011212598,"threshold_uncertainty_score":0.99997413},"labels":[],"label_agreement":null},{"id":"W4396542070","doi":"10.1109/lmwt.2024.3392150","title":"Sub-THz Photoconductive Evanescent-Mode Waveguide SPST Switch","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":4,"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":"National Research Council Canada; The Research Council; National Research Council; CMC Microsystems","keywords":"Photoconductivity; Optoelectronics; Terahertz radiation; Materials science; Waveguide; Optics; Optical switch; Mode (computer interface); Physics; Computer science","score_opus":0.008997744575865517,"score_gpt":0.2795029960596793,"score_spread":0.2705052514838138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396542070","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":[0.98457307,0.00049872464,0.005018817,0.007887624,0.00025955559,0.0005813536,0.00003218986,0.00024706763,0.0009015964],"genre_scores_gemma":[0.9986726,0.000059863705,0.00011784716,0.00033916443,0.00021838071,0.00018904837,0.000024985255,0.000057975893,0.00032011923],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980197,0.000039277198,0.00027175175,0.0006861424,0.00016866608,0.0008144855],"domain_scores_gemma":[0.9993782,0.000049054164,0.000047038993,0.00036651615,0.000056029774,0.000103158665],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014161255,0.00032644757,0.00032923016,0.0004775294,0.00018235733,0.00014585507,0.00031854844,0.00017300708,0.00006334195],"category_scores_gemma":[0.000002133035,0.00030232625,0.00012874723,0.0005290589,0.00036192275,0.00015791341,0.00010930809,0.00092584104,0.00018208634],"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":[0.000015211779,0.000048699694,0.0011945984,0.000040903244,0.00018462985,0.000047218236,0.00011962137,0.0000023290766,0.95351607,0.0106516285,0.0059874537,0.028191661],"study_design_scores_gemma":[0.00045092887,0.00005876403,0.000051367282,0.00008623666,0.000038993487,0.000036559817,0.00020177488,0.0010215752,0.98272425,0.004265425,0.010708842,0.00035531216],"about_ca_topic_score_codex":0.00015332112,"about_ca_topic_score_gemma":0.000026252008,"teacher_disagreement_score":0.029208176,"about_ca_system_score_codex":0.00009063634,"about_ca_system_score_gemma":0.00010781408,"threshold_uncertainty_score":0.9999429},"labels":[],"label_agreement":null},{"id":"W4398787798","doi":"10.1109/lmwt.2024.3400618","title":"Low Complexity Digital Predistortion for Multiband Radio Over Fiber Systems","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"National Natural Science Foundation of China","keywords":"Predistortion; Computer science; Telecommunications; Electronic engineering; Engineering; Amplifier; Bandwidth (computing)","score_opus":0.011715345907357688,"score_gpt":0.2280263128501913,"score_spread":0.2163109669428336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398787798","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":[0.8962955,0.0024307496,0.098195106,0.0004785899,0.00075660885,0.0005153799,0.00012131035,0.0010893913,0.00011736718],"genre_scores_gemma":[0.9989415,0.00007007478,0.0005004941,0.000042106556,0.000079915495,0.00016497367,0.000037546957,0.000051512234,0.000111880654],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916375,0.000008919052,0.00026459555,0.00025431177,0.00006521281,0.0002431858],"domain_scores_gemma":[0.99944323,0.00010299882,0.000033450775,0.00036232747,0.000021697677,0.00003627704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000062215615,0.00018295641,0.00023180428,0.00020072168,0.00007170373,0.00010440191,0.00017701012,0.00017289113,0.0000029446846],"category_scores_gemma":[0.0000059450304,0.00018889975,0.00005534082,0.00017847113,0.00022315075,0.00019472421,0.00003118507,0.00022909517,0.000018708794],"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":[0.000010979546,0.000015634736,0.000115041075,0.0007419081,0.00012415627,0.000012779547,0.00015647885,0.0012454971,0.9624026,0.0007968985,0.01387912,0.020498948],"study_design_scores_gemma":[0.0018009058,0.00009086108,0.00027016675,0.0011452094,0.00008326615,0.00037904657,0.00020708004,0.24656773,0.32107714,0.0008029048,0.42625657,0.001319129],"about_ca_topic_score_codex":0.00000551632,"about_ca_topic_score_gemma":0.000005464647,"teacher_disagreement_score":0.6413254,"about_ca_system_score_codex":0.00013907535,"about_ca_system_score_gemma":0.000007996622,"threshold_uncertainty_score":0.7703108},"labels":[],"label_agreement":null},{"id":"W4399110644","doi":"10.1109/lmwt.2024.3402542","title":"Novel Neuro-Coupling Matrix Technique for Parametric Modeling of Microwave Filters","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"National Natural Science Foundation of China","keywords":"Microwave; Parametric statistics; Artificial neural network; Coupling (piping); Matrix (chemical analysis); Computer science; Filter (signal processing); Transfer function; Range (aeronautics); Parametric model; Algorithm; Biological system; Artificial intelligence; Mathematics; Materials science; Engineering","score_opus":0.011534315567703051,"score_gpt":0.22625898533340827,"score_spread":0.21472466976570523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399110644","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42049173,0.0016951438,0.57612807,0.0003147357,0.00037529232,0.00031785673,0.000036449415,0.00062650436,0.000014223363],"genre_scores_gemma":[0.9679489,0.00035218985,0.031207038,0.00008076142,0.00010065105,0.0001376847,0.000013594887,0.00014338283,0.000015760466],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99830097,0.00000480288,0.00052875915,0.00050547265,0.000100189376,0.0005598136],"domain_scores_gemma":[0.9993058,0.00017525586,0.000044743407,0.0003571691,0.000051465213,0.000065574466],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022330236,0.00040482506,0.00047760023,0.0013601115,0.00007010258,0.00006223668,0.0002910366,0.00039122094,0.0000012099711],"category_scores_gemma":[0.000027982576,0.00043138547,0.00016814528,0.0008660594,0.00016743588,0.00011387962,0.0000520771,0.00050881645,0.0000043988484],"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":[0.0000073409306,0.000012744116,0.000014751667,0.00077164354,0.00012187539,0.000018419056,0.000054814904,0.0877544,0.907895,0.0006240159,0.0010450956,0.0016798757],"study_design_scores_gemma":[0.00017768299,0.000028515573,0.0000011772056,0.00023145783,0.000045353965,0.00012861616,0.000025953845,0.47120792,0.5273242,0.0002492877,0.0003032669,0.0002765533],"about_ca_topic_score_codex":0.0000109427465,"about_ca_topic_score_gemma":0.0000023163113,"teacher_disagreement_score":0.5474572,"about_ca_system_score_codex":0.00007112185,"about_ca_system_score_gemma":0.000019900932,"threshold_uncertainty_score":0.9998138},"labels":[],"label_agreement":null},{"id":"W4400409408","doi":"10.1109/lmwt.2024.3420398","title":"A Residual Selectable Modeling Method Based on Deep Neural Network for Power Amplifiers With Multiple States","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Advanced Power Amplifier Design","field":"Engineering","cited_by":6,"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":"Residual; Artificial neural network; Amplifier; Power (physics); Computer science; Deep neural networks; Artificial intelligence; Electronic engineering; Engineering; Telecommunications; Algorithm; Physics; Bandwidth (computing)","score_opus":0.007991170187271994,"score_gpt":0.2257444933313108,"score_spread":0.2177533231440388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400409408","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29864523,0.0004308181,0.6986494,0.0007709541,0.00021744343,0.00033442726,0.000020065672,0.0009153563,0.000016308039],"genre_scores_gemma":[0.8913168,0.000021494727,0.10730967,0.0009382693,0.000081682796,0.00016642465,0.00002259036,0.00013377365,0.000009319299],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983802,0.000025251571,0.00023743146,0.0005323292,0.00010330284,0.00072149775],"domain_scores_gemma":[0.9992198,0.00035525727,0.000025263405,0.00029771216,0.00003578196,0.00006622689],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015855179,0.00035688208,0.00033280786,0.00035602515,0.00013774836,0.00008028876,0.00018037292,0.00022118753,0.0000022747474],"category_scores_gemma":[0.000008913459,0.0003290202,0.00005481606,0.0004904389,0.00011738379,0.00012368761,0.000016665532,0.0005050272,0.00000402621],"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":[0.000090796966,0.0000070175824,0.00008121109,0.00008270293,0.0000897263,0.000041672956,0.000106876396,0.75465363,0.23794661,0.00016155836,0.002450869,0.0042873225],"study_design_scores_gemma":[0.0005372377,0.00014822948,0.0000024421024,0.00011135487,0.00004537284,0.00003833214,0.00007253067,0.92750293,0.06944612,0.000841006,0.00085879414,0.0003956536],"about_ca_topic_score_codex":0.000007431402,"about_ca_topic_score_gemma":0.00002678419,"teacher_disagreement_score":0.5926715,"about_ca_system_score_codex":0.000085470696,"about_ca_system_score_gemma":0.00001772902,"threshold_uncertainty_score":0.9999162},"labels":[],"label_agreement":null},{"id":"W4400524729","doi":"10.1109/lmwt.2024.3411026","title":"An Enhanced Binary Particle Swarm Optimization for Pruning Digital Predistortion Models","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Advanced Power Amplifier Design","field":"Engineering","cited_by":5,"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":"National Science Fund for Distinguished Young Scholars; National Key Research and Development Program of China","keywords":"Predistortion; Pruning; Particle swarm optimization; Binary number; Computer science; Particle (ecology); Biological system; Artificial intelligence; Algorithm; Mathematics; Process engineering; Biology; Engineering; Telecommunications; Botany; Arithmetic","score_opus":0.008856328414273225,"score_gpt":0.21943319828572,"score_spread":0.21057686987144678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400524729","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47721943,0.0002473828,0.5211974,0.00018254806,0.00018324285,0.00015317602,0.000011613281,0.0007915092,0.000013695894],"genre_scores_gemma":[0.9894316,0.000052560576,0.010156507,0.000076591175,0.000058418653,0.000117529984,0.000032436623,0.00006209287,0.000012230797],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918276,0.0000053474178,0.00018023777,0.00029960694,0.000051373354,0.00028064544],"domain_scores_gemma":[0.99970126,0.000027845152,0.00001911457,0.00018782068,0.000020790223,0.000043195574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004386017,0.000165433,0.00014203555,0.00017132572,0.00006886497,0.0000851101,0.00010611015,0.00014790407,0.0000010421809],"category_scores_gemma":[0.0000028508823,0.00018270138,0.000031472962,0.00022652581,0.00010753362,0.00068365224,0.0000125934885,0.00015336987,0.0000033186218],"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":[0.000007819921,0.000008207355,0.0000068588915,0.000060798742,0.000020427591,0.00000639565,0.00017082928,0.33402452,0.6517097,0.00026121535,0.0002087092,0.013514564],"study_design_scores_gemma":[0.00012433066,0.000043827928,0.0000014007663,0.000036882233,0.000013941724,0.000010212933,0.000043763015,0.55716825,0.44153747,0.000783077,0.00009027147,0.00014657587],"about_ca_topic_score_codex":5.0558407e-7,"about_ca_topic_score_gemma":6.916184e-7,"teacher_disagreement_score":0.5122122,"about_ca_system_score_codex":0.000067921035,"about_ca_system_score_gemma":0.000007883404,"threshold_uncertainty_score":0.7450346},"labels":[],"label_agreement":null},{"id":"W4401326774","doi":"10.1109/lmwt.2024.3435756","title":"Ultra-Wideband Millimeter-Wave Tight and Loose Microstrip Aperture Couplers","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Wideband; Extremely high frequency; Aperture (computer memory); Microstrip; Millimeter; Optics; Physics; Acoustics","score_opus":0.006404754245612424,"score_gpt":0.18413674518481368,"score_spread":0.17773199093920125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401326774","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":[0.9484179,0.020999283,0.025699228,0.0024106053,0.0006500837,0.00025575393,0.00006159004,0.0013602749,0.00014530256],"genre_scores_gemma":[0.99525744,0.0028393138,0.00074527354,0.0007263618,0.00012833784,0.000033131175,0.000023304514,0.00011389751,0.00013294494],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998425,0.000012659047,0.0003234361,0.00055828225,0.0000969231,0.0005837063],"domain_scores_gemma":[0.999381,0.00013729042,0.000023202996,0.00031754957,0.000021100688,0.000119872435],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001109728,0.0004677579,0.0004067366,0.0005675788,0.00010714788,0.00015525485,0.00015515629,0.00045050378,0.000008660959],"category_scores_gemma":[0.000011672298,0.00044586067,0.00008371105,0.00042455274,0.0004026083,0.00013385054,0.00003408463,0.00066338066,0.000031565232],"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":[0.0000049585005,0.0000073516944,0.00012645757,0.00031070312,0.00018835731,0.0002708205,0.00018042329,0.00008002251,0.9637925,0.000170015,0.019020561,0.015847817],"study_design_scores_gemma":[0.0004284109,0.000048698206,0.00007080139,0.0003618727,0.00008439902,0.0010478885,0.000058420257,0.006325581,0.93532026,0.00025431227,0.055261508,0.0007378437],"about_ca_topic_score_codex":0.000006628991,"about_ca_topic_score_gemma":0.000008235469,"teacher_disagreement_score":0.046839558,"about_ca_system_score_codex":0.000062025996,"about_ca_system_score_gemma":0.000012717922,"threshold_uncertainty_score":0.9997993},"labels":[],"label_agreement":null},{"id":"W4401506960","doi":"10.1109/lmwt.2024.3433484","title":"A Novel Digital Predistortion Coefficients Prediction Technique for Dynamic PA Nonlinearities Using Artificial Neural Networks","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Advanced Power Amplifier Design","field":"Engineering","cited_by":6,"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":"National Science Fund for Distinguished Young Scholars; National Science and Technology Major Project","keywords":"Predistortion; Artificial neural network; Computer science; Control theory (sociology); Artificial intelligence; Electronic engineering; Engineering; Telecommunications; Amplifier; Bandwidth (computing)","score_opus":0.01109184337796015,"score_gpt":0.22964157099293547,"score_spread":0.21854972761497532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401506960","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37303093,0.0002493848,0.62450397,0.00012210905,0.0007834349,0.00038007868,0.00013993557,0.00078735343,0.0000027848507],"genre_scores_gemma":[0.993629,0.000020528843,0.005847071,0.000053562322,0.00015177077,0.00013896634,0.000073908624,0.00007908979,0.0000061213154],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989024,0.0000049098153,0.00028908142,0.00035218114,0.00007458751,0.00037688602],"domain_scores_gemma":[0.99968845,0.000044457825,0.000030926454,0.00017094707,0.000028534283,0.000036685127],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006433087,0.00023911869,0.0002038133,0.00036115487,0.00010919364,0.00011193029,0.000114612754,0.0002941389,4.5686556e-7],"category_scores_gemma":[0.0000059976264,0.00026576404,0.00006383956,0.00031116474,0.00023844803,0.00025583478,0.000026386786,0.00035717164,9.511877e-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":[0.000015337297,0.000017930513,0.00003789243,0.000102451195,0.000044564287,0.000011844445,0.000039502782,0.05031148,0.93250304,0.00012819243,0.00015525786,0.016632508],"study_design_scores_gemma":[0.00014604101,0.00004774059,0.000011520317,0.000116034156,0.00003883674,0.00018139098,0.00003789138,0.89274067,0.10587862,0.00029209076,0.00026783478,0.00024135664],"about_ca_topic_score_codex":0.0000017904745,"about_ca_topic_score_gemma":0.0000038520902,"teacher_disagreement_score":0.84242916,"about_ca_system_score_codex":0.00015732138,"about_ca_system_score_gemma":0.000010370223,"threshold_uncertainty_score":0.99997944},"labels":[],"label_agreement":null},{"id":"W4401506995","doi":"10.1109/lmwt.2024.3436613","title":"A Monolithic Differential Bridged T-Coil","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","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":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Differential (mechanical device); Electromagnetic coil; Materials science; Electrical engineering; Physics; Engineering; Thermodynamics","score_opus":0.0049023932710433905,"score_gpt":0.18669997026000315,"score_spread":0.18179757698895976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401506995","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":[0.9337537,0.002036832,0.06069503,0.0018557857,0.00029399968,0.00007229114,0.0000045881166,0.0012085887,0.00007913797],"genre_scores_gemma":[0.998717,0.0005297425,0.00023227723,0.00021516577,0.00012693884,0.000024994677,0.000004341978,0.000042627897,0.000106897605],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991022,0.000012708392,0.00017978948,0.00028882865,0.00007473761,0.000341735],"domain_scores_gemma":[0.99971324,0.000026586767,0.00001206458,0.00019246999,0.000009676528,0.000045983812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004487268,0.00020436452,0.00023894633,0.0005420424,0.00006646761,0.00007322649,0.00014878222,0.00021501955,0.000009524377],"category_scores_gemma":[0.0000020969287,0.00019615033,0.000082269835,0.0005388975,0.00012830488,0.000059035487,0.000018417082,0.00042887827,0.000045989702],"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":[0.0000013056159,0.0000055235787,0.00009035946,0.00006857098,0.00016318311,0.000102342936,0.00005714786,0.000012576342,0.89411044,0.00028364887,0.005105572,0.09999931],"study_design_scores_gemma":[0.00022400502,0.000025160425,0.00013278659,0.00009637769,0.00011795803,0.0001247836,0.000009845354,0.039855693,0.9553274,0.0004782084,0.0032267803,0.00038101716],"about_ca_topic_score_codex":0.000008977422,"about_ca_topic_score_gemma":0.0000061056335,"teacher_disagreement_score":0.09961829,"about_ca_system_score_codex":0.000046516707,"about_ca_system_score_gemma":0.000008117918,"threshold_uncertainty_score":0.7998778},"labels":[],"label_agreement":null},{"id":"W4401567635","doi":"10.1109/lmwt.2024.3439733","title":"Quarter-Dual-Mode SIW and Microstrip Line Resonator Stabled Feedback Oscillator","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Microstrip; Resonator; Line (geometry); Quarter (Canadian coin); Electrical engineering; Physics; Telecommunications; Dual (grammatical number); Acoustics; Optoelectronics; Optics; Computer science; Engineering; Mathematics; Art; History; Geometry","score_opus":0.005210938580587551,"score_gpt":0.20404401373709768,"score_spread":0.19883307515651014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401567635","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":[0.9760916,0.008834599,0.009541587,0.0027134756,0.00078266073,0.0002004118,0.00010027758,0.0016594216,0.00007595289],"genre_scores_gemma":[0.99698293,0.0011665645,0.0011002043,0.0002920438,0.00019547166,0.000024000372,0.000013409118,0.000111091045,0.00011427559],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99832803,0.000015994547,0.00037439525,0.0005638923,0.00010492375,0.000612787],"domain_scores_gemma":[0.9993781,0.00007308414,0.00002644881,0.00034586454,0.000027830636,0.00014871533],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013373469,0.00043952593,0.00042716382,0.0005741985,0.00010506805,0.00015925978,0.00015636154,0.0004019496,0.000009789381],"category_scores_gemma":[0.000010230421,0.00044231248,0.00006992421,0.0004641893,0.00029380393,0.00014024724,0.00006144099,0.0006099134,0.000040161925],"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":[0.000006733164,0.000008383621,0.00009741804,0.0003221728,0.00013355409,0.00014581738,0.00019535508,0.00022693381,0.97233886,0.0003694188,0.018552199,0.0076031685],"study_design_scores_gemma":[0.00064258004,0.00008275595,0.000096196294,0.00042074764,0.000077013676,0.00052629673,0.00014299428,0.023780964,0.94373137,0.0003753696,0.02928718,0.0008365269],"about_ca_topic_score_codex":0.000014020313,"about_ca_topic_score_gemma":0.000013007721,"teacher_disagreement_score":0.02860747,"about_ca_system_score_codex":0.00007785753,"about_ca_system_score_gemma":0.000022180355,"threshold_uncertainty_score":0.9998029},"labels":[],"label_agreement":null},{"id":"W4401691542","doi":"10.1109/lmwt.2024.3436619","title":"Tissue Imaging Technique Using Near-Infrared Illumination of Whispering Gallery Mode Silicon-Based Resonator","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"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 Waterloo","funders":"","keywords":"Whispering-gallery wave; Resonator; Optics; Materials science; Silicon; Infrared; Optoelectronics; Whispering gallery; Physics","score_opus":0.006952199539700237,"score_gpt":0.29126466534978124,"score_spread":0.284312465810081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401691542","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":[0.8913852,0.001009221,0.10571852,0.0013537925,0.00007555281,0.0002163793,0.000015893556,0.00013197075,0.00009345463],"genre_scores_gemma":[0.987558,0.00013172108,0.011791742,0.00028753898,0.00007023938,0.00006104282,0.000026160098,0.000038108672,0.000035433302],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875367,0.000025493371,0.000256119,0.00047466444,0.00015288299,0.00033715038],"domain_scores_gemma":[0.99949867,0.000025298006,0.000050599556,0.00030490707,0.00005903791,0.000061466904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015744164,0.00019106909,0.0002036853,0.0002573205,0.000077390876,0.000035975205,0.00025499382,0.00034052998,0.000008689432],"category_scores_gemma":[0.000035355355,0.00018705291,0.00006437111,0.00033261962,0.000962253,0.000008499231,0.00012616866,0.00031167228,0.0000012571226],"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":[0.000024862638,0.000023956842,0.00024167464,0.00015155155,0.000025627429,0.000043430686,0.000015380236,0.0000031354698,0.98591536,0.000053060958,0.0014811832,0.012020774],"study_design_scores_gemma":[0.00014278866,0.00007002958,0.000009235735,0.00019995766,0.000013227808,0.000065600856,0.000019797611,0.0044744643,0.9886013,0.0002829862,0.005923857,0.00019674523],"about_ca_topic_score_codex":0.00002355915,"about_ca_topic_score_gemma":0.0000020870211,"teacher_disagreement_score":0.0961728,"about_ca_system_score_codex":0.000054430184,"about_ca_system_score_gemma":0.00008414972,"threshold_uncertainty_score":0.7627796},"labels":[],"label_agreement":null},{"id":"W4402802589","doi":"10.1109/lmwt.2024.3462729","title":"Dual Band Dual Mode Substrate Integrated Waveguide Filter With Mixed Coupling","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Nanjing University of Posts and Telecommunications; National Natural Science Foundation of China","keywords":"Substrate coupling; Dual mode; Waveguide; Coupling (piping); Dual (grammatical number); Materials science; Substrate (aquarium); Multi-band device; Waveguide filter; Optoelectronics; Filter (signal processing); Mixed mode; Electronic engineering; Computer science; Telecommunications; Electrical engineering; Engineering; Prototype filter; Composite material; Filter design; Geology; Art","score_opus":0.0066146576723094515,"score_gpt":0.19588721952800608,"score_spread":0.18927256185569663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402802589","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":[0.9433892,0.0014313948,0.05125262,0.0008967397,0.000672161,0.00016839356,0.00006068003,0.001973306,0.00015550686],"genre_scores_gemma":[0.99782765,0.00026344365,0.0013196467,0.00011484699,0.00015537442,0.000034351382,0.000036687732,0.00013976544,0.00010821924],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99830365,0.000009885859,0.00037266957,0.0005365599,0.00012877682,0.0006484423],"domain_scores_gemma":[0.9994386,0.000061155675,0.000027545559,0.00033220905,0.000041851985,0.00009865559],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012678996,0.0004951406,0.00041101937,0.00058171415,0.00009810666,0.0001599356,0.00015604265,0.00034821194,0.000011679431],"category_scores_gemma":[0.000004935343,0.0004301541,0.00007061014,0.00056669244,0.00031473459,0.0001608536,0.000028381737,0.000771564,0.00003667738],"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":[0.000013539014,0.000009403805,0.00008259247,0.00019305536,0.00025791107,0.0006433475,0.00015174069,0.014716573,0.9744718,0.00031413,0.006043334,0.0031025414],"study_design_scores_gemma":[0.00038505628,0.000053655076,0.000068421796,0.00041588116,0.00007325362,0.00070363836,0.000118170254,0.14080279,0.8543091,0.00009492847,0.0023638462,0.0006112529],"about_ca_topic_score_codex":0.000022149343,"about_ca_topic_score_gemma":0.000056216908,"teacher_disagreement_score":0.1260862,"about_ca_system_score_codex":0.00008521937,"about_ca_system_score_gemma":0.000029072047,"threshold_uncertainty_score":0.99981505},"labels":[],"label_agreement":null},{"id":"W4403420253","doi":"10.1109/lmwt.2024.3467345","title":"Efficiency Enhancement of Class-J Power Amplifiers by Injecting Second Harmonic Into the Gate and Drain Node Simultaneously","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Radio Frequency Integrated Circuit Design","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":"Key Research and Development Projects of Shaanxi Province; National Natural Science Foundation of China; Shanghai Association for Science and Technology","keywords":"Amplifier; Harmonic; Node (physics); Class (philosophy); Power (physics); Electrical engineering; Optoelectronics; Materials science; Electronic engineering; Computer science; Engineering; Physics; Acoustics; CMOS","score_opus":0.00412985729984143,"score_gpt":0.1965305698023713,"score_spread":0.19240071250252988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403420253","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":[0.97060573,0.005675567,0.02086584,0.00151751,0.0003311408,0.00023329393,0.000012723493,0.00034519358,0.00041298624],"genre_scores_gemma":[0.9989929,0.0003284794,0.00008535964,0.0004508672,0.00001728676,0.000030998,0.0000030680142,0.0000502827,0.000040763593],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987493,0.000028883385,0.00033637614,0.00038016844,0.00010283747,0.00040241974],"domain_scores_gemma":[0.99944764,0.00016094295,0.00004654702,0.00027737475,0.00002572965,0.00004174572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019588518,0.0002724948,0.0002694235,0.00028785417,0.000107057465,0.00007014194,0.0002535444,0.00023908158,0.000013091484],"category_scores_gemma":[0.000015587771,0.00022474097,0.000046044686,0.00046078846,0.0005951722,0.0000827459,0.000011492102,0.0006349872,0.000008967562],"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":[0.0000029211237,0.000007803093,0.000029787418,0.00011656982,0.0001293486,0.000055717384,0.0016360128,0.00020813795,0.98097044,0.00028509682,0.0028686996,0.013689466],"study_design_scores_gemma":[0.00015605264,0.00006238842,0.0000022620932,0.0001405344,0.00003212695,0.0001167121,0.00057788787,0.004325524,0.991634,0.00038853302,0.0023103103,0.0002536316],"about_ca_topic_score_codex":0.000032886277,"about_ca_topic_score_gemma":0.000019873893,"teacher_disagreement_score":0.02838715,"about_ca_system_score_codex":0.000118723176,"about_ca_system_score_gemma":0.00002117952,"threshold_uncertainty_score":0.9164671},"labels":[],"label_agreement":null},{"id":"W4403510616","doi":"10.1109/lmwt.2024.3464538","title":"Continual Transfer Learning Assisted Digital Predistortion for Dynamic Nonlinearities of Active Phased Arrays","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Advanced Power Amplifier Design","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":"National Science Fund for Distinguished Young Scholars; National Key Research and Development Program of China","keywords":"Predistortion; Computer science; Electronic engineering; Engineering; Telecommunications; Amplifier; Bandwidth (computing)","score_opus":0.006416603473499772,"score_gpt":0.2202139900625668,"score_spread":0.21379738658906705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403510616","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":[0.5328689,0.00025787624,0.46585962,0.0001580642,0.00018518469,0.0001503869,0.00009066422,0.0004030288,0.000026269305],"genre_scores_gemma":[0.9984416,0.000041913645,0.0012579911,0.000021746855,0.000032842203,0.000056234596,0.00005000995,0.00005417593,0.00004350374],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922067,0.000007140119,0.00022680222,0.0002411711,0.000059295213,0.00024489997],"domain_scores_gemma":[0.9997292,0.00009226832,0.000018640132,0.00010499082,0.000030090443,0.000024807927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000038563878,0.00018444803,0.0002533065,0.0002819024,0.00004599121,0.00003423234,0.00008901308,0.00018483844,0.0000013614825],"category_scores_gemma":[0.00000771157,0.00019975979,0.000072900555,0.00018118673,0.00025557957,0.00020088615,0.0000057871052,0.00031373257,0.0000015646422],"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":[0.000034276953,0.000012704096,0.000032115197,0.00019079699,0.00012616318,0.000009772468,0.0003081757,0.00054366345,0.92332554,0.00008707969,0.00013155764,0.07519815],"study_design_scores_gemma":[0.0007033632,0.0001259996,0.00006715569,0.00019014285,0.00007108759,0.000052302617,0.0003931773,0.014547308,0.9800781,0.00027390878,0.0031750698,0.00032240804],"about_ca_topic_score_codex":0.0000010458024,"about_ca_topic_score_gemma":0.000004525452,"teacher_disagreement_score":0.46557269,"about_ca_system_score_codex":0.00006513409,"about_ca_system_score_gemma":0.00001158394,"threshold_uncertainty_score":0.8145968},"labels":[],"label_agreement":null},{"id":"W4403635714","doi":"10.1109/lmwt.2024.3477328","title":"A 4-mW 2.2–6.9 GHz LNA in 16 nm FinFET Technology for Cryogenic Applications","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Radio Frequency Integrated Circuit Design","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Army Research Office","keywords":"Materials science; Optoelectronics; Engineering physics; Engineering; Physics","score_opus":0.006476416442315693,"score_gpt":0.21337088145593308,"score_spread":0.20689446501361738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403635714","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":[0.80519783,0.006543813,0.17775245,0.0063805697,0.00037133548,0.0009396343,0.000052944164,0.0022977164,0.00046369262],"genre_scores_gemma":[0.9964348,0.00061401003,0.0008480312,0.00032655025,0.00007286744,0.0015581563,0.000016141505,0.00009183793,0.00003759294],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984558,0.000010951633,0.00037568997,0.0005177845,0.0000640746,0.00057569426],"domain_scores_gemma":[0.9993948,0.00006887922,0.000028910048,0.00043505325,0.00002963433,0.000042764255],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011159674,0.00031332666,0.0003501571,0.0016122201,0.00006995843,0.00004980304,0.00037978616,0.0006377608,0.0000059996223],"category_scores_gemma":[0.000010419662,0.00033503107,0.0000794179,0.0014349141,0.00037767002,0.00010705727,0.000008695663,0.00068222894,0.000054963883],"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":[0.0000020868172,0.000013366459,0.00016260124,0.00014063605,0.00009498578,0.000050878432,0.000040943614,0.00014137411,0.91075724,0.011674548,0.0048102587,0.07211108],"study_design_scores_gemma":[0.00043239316,0.000052597443,0.000025853356,0.00018102089,0.000055078777,0.00031261175,0.00011371288,0.0024655794,0.9497255,0.021010544,0.025105914,0.0005192126],"about_ca_topic_score_codex":0.000010489409,"about_ca_topic_score_gemma":0.00007373897,"teacher_disagreement_score":0.19123697,"about_ca_system_score_codex":0.0002710205,"about_ca_system_score_gemma":0.000036226884,"threshold_uncertainty_score":0.9999102},"labels":[],"label_agreement":null},{"id":"W4404293770","doi":"10.1109/lmwt.2024.3491760","title":"A D-Band Differential Phase Shifter Based on a Transmission Delay Line With Variable Inductors and Capacitors","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":6,"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":"Capacitor; Inductor; Phase shift module; Transmission line; Variable capacitor; Differential (mechanical device); Materials science; Variable (mathematics); Electric power transmission; Line (geometry); Electrical engineering; Optoelectronics; Physics; Engineering; Mathematics; Insertion loss; Voltage","score_opus":0.007684073792189747,"score_gpt":0.2511124614995772,"score_spread":0.24342838770738748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404293770","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":[0.9284209,0.00010148095,0.06778376,0.0032042004,0.00006109813,0.00022873614,0.000026731623,0.0000969361,0.00007613735],"genre_scores_gemma":[0.99925184,0.000011085418,0.0002679867,0.00017141952,0.000106603984,0.000049331768,0.000025316387,0.000038236005,0.000078181285],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875414,0.00003452166,0.00015482101,0.00047265863,0.00012853119,0.00045534506],"domain_scores_gemma":[0.99962074,0.00004913985,0.000027476905,0.00018338962,0.000020199765,0.00009905282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007312686,0.00025965035,0.00024752863,0.0003964566,0.0001449093,0.00011684309,0.000118014395,0.00014195562,0.000075094955],"category_scores_gemma":[6.1013367e-7,0.00019280557,0.000043545057,0.00032419787,0.00026270119,0.00007473083,0.000015692196,0.0006490037,0.000006910085],"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":[0.00014640232,0.00015810528,0.00045059784,0.000045174336,0.00010779996,0.00003084068,0.000097287404,0.000011506964,0.96844405,0.0012260237,0.0005538246,0.028728379],"study_design_scores_gemma":[0.0029276072,0.00094933104,0.000027775131,0.00028517828,0.000089314875,0.000019537114,0.000039002967,0.016411139,0.97408056,0.0005877839,0.0041599055,0.00042288582],"about_ca_topic_score_codex":0.000036271584,"about_ca_topic_score_gemma":0.000002217165,"teacher_disagreement_score":0.07083092,"about_ca_system_score_codex":0.000027266813,"about_ca_system_score_gemma":0.00006799496,"threshold_uncertainty_score":0.78623825},"labels":[],"label_agreement":null},{"id":"W4404688049","doi":"10.1109/lmwt.2024.3503572","title":"Advanced Neural Space Mapping-Based Inverse Modeling Method for Microwave Filter Design","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Geodetic Measurements and Engineering Structures","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Beijing Municipal Natural Science Foundation; National Natural Science Foundation of China","keywords":"Space mapping; Inverse; Microwave; Inverse filter; Filter (signal processing); Space (punctuation); Computer science; Artificial neural network; Algorithm; Mathematics; Artificial intelligence; Computer vision; Geometry; Telecommunications","score_opus":0.019255517048880576,"score_gpt":0.22677129456229492,"score_spread":0.20751577751341435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404688049","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36622703,0.00048786003,0.6302365,0.0016605508,0.00052889873,0.00024274306,0.00000878858,0.00060072856,0.0000069162484],"genre_scores_gemma":[0.79273456,0.000020343905,0.20658845,0.00042019747,0.00005953649,0.0000837773,0.0000068736067,0.000073258074,0.000012999551],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987582,0.00001695853,0.00024355884,0.00040195044,0.0000888625,0.0004904456],"domain_scores_gemma":[0.9995711,0.00006922223,0.000019476054,0.00024967888,0.00003106998,0.00005947317],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016221694,0.0003303664,0.00029516022,0.00044906547,0.000075259515,0.000070460774,0.0001755331,0.00023354276,0.000003206574],"category_scores_gemma":[0.000010500573,0.00032406006,0.000089573856,0.00025650137,0.00007032942,0.00007904987,0.000019356206,0.00034558153,0.0000037608283],"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":[0.0000070690016,0.0000022285199,0.000003823388,0.00020566682,0.00006255603,0.000016790611,0.0000792198,0.35602093,0.6245129,0.00007174404,0.0015082818,0.017508771],"study_design_scores_gemma":[0.0002983362,0.000024230363,0.0000021300827,0.00008950134,0.000031594118,0.000025787152,0.000028739934,0.6652122,0.33231845,0.00033416616,0.0013785296,0.00025629898],"about_ca_topic_score_codex":0.0000044267804,"about_ca_topic_score_gemma":0.000005795574,"teacher_disagreement_score":0.42650753,"about_ca_system_score_codex":0.000059570688,"about_ca_system_score_gemma":0.000013944597,"threshold_uncertainty_score":0.99992114},"labels":[],"label_agreement":null},{"id":"W4406202351","doi":"10.1109/lmwt.2024.3522597","title":"Welcome to the New Editor-in-Chief","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Editor in chief; Management; Economics","score_opus":0.007159793631146336,"score_gpt":0.23010201832489263,"score_spread":0.2229422246937463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406202351","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":[0.9467001,0.00008544003,0.011578202,0.035442956,0.0053614937,0.00017374898,0.0000012036493,0.00027253464,0.00038434373],"genre_scores_gemma":[0.99449813,0.000057555008,0.00019215903,0.00323936,0.0014996415,0.000027799282,0.0000017531996,0.0000143063635,0.0004692754],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940056,0.000013765365,0.00015345248,0.00016756052,0.000059758197,0.00020491869],"domain_scores_gemma":[0.9997165,0.000019221818,0.000011923563,0.00021328244,0.000009821191,0.000029230534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000964121,0.000117950505,0.00012825563,0.00039722823,0.000067007764,0.000026115227,0.0001764563,0.0001360662,0.00006900163],"category_scores_gemma":[0.000006260351,0.00010271558,0.000023459685,0.00037270127,0.000072088325,0.000040088333,0.00002736732,0.0002582388,0.0004703749],"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":[0.000002103452,0.0000031509715,0.00028182485,0.000008491185,0.0000095681835,0.0000017681396,0.00012934,0.00056781474,0.48052105,0.000050810835,0.5049107,0.013513372],"study_design_scores_gemma":[0.0010997322,0.000038138292,0.015809577,0.00017984335,0.00003209739,0.000013525916,0.00039474215,0.003069025,0.12580943,0.0010040024,0.8520345,0.00051539077],"about_ca_topic_score_codex":0.0000034398402,"about_ca_topic_score_gemma":0.0001642986,"teacher_disagreement_score":0.35471162,"about_ca_system_score_codex":0.000065289336,"about_ca_system_score_gemma":0.000011704671,"threshold_uncertainty_score":0.60458744},"labels":[],"label_agreement":null},{"id":"W4409098554","doi":"10.1109/lmwt.2025.3552115","title":"Quarter-Mode Dielectric-Filled Resonators Based on Virtual Magnetic Walls","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Advanced Antenna and Metasurface Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Chinese Aeronautical Establishment","keywords":"Dielectric; Resonator; Quarter (Canadian coin); Mode (computer interface); Materials science; Dielectric resonator; Acoustics; Optoelectronics; Computer science; Physics; Human–computer interaction; Geography","score_opus":0.0038765623872268574,"score_gpt":0.20683746557945826,"score_spread":0.2029609031922314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409098554","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":[0.9516278,0.0008181905,0.040096693,0.0047024605,0.00036844207,0.00022542078,0.0000088125435,0.0018184829,0.0003336866],"genre_scores_gemma":[0.9966115,0.00033578314,0.0015871251,0.0012756058,0.000013655428,0.000060968763,0.00000380651,0.000035873374,0.000075733224],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998693,0.000018079125,0.0002645681,0.00040572247,0.00009550474,0.0005231288],"domain_scores_gemma":[0.9993649,0.00009007193,0.000036598376,0.00044732663,0.000024208344,0.000036867856],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006231656,0.0003336463,0.00038448276,0.0008918881,0.00011210112,0.000023520495,0.00031666874,0.00037598456,0.0000032917267],"category_scores_gemma":[0.00002262055,0.00032243188,0.000071104965,0.00073211227,0.00030475217,0.000056622674,0.000034679786,0.00055782154,0.000018002045],"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":[0.000025047682,0.000031472046,0.00018409974,0.00003884329,0.00003683312,0.00004310546,0.000021572334,0.0009910456,0.9501325,0.0025243643,0.0029882551,0.042982865],"study_design_scores_gemma":[0.0013669886,0.000254844,0.0001642754,0.00015966254,0.000056044857,0.000010340521,0.00019878287,0.016964989,0.97485113,0.001933743,0.003539058,0.0005001613],"about_ca_topic_score_codex":0.000004195768,"about_ca_topic_score_gemma":0.000012124318,"teacher_disagreement_score":0.04498364,"about_ca_system_score_codex":0.00007896691,"about_ca_system_score_gemma":0.0000145165095,"threshold_uncertainty_score":0.99992275},"labels":[],"label_agreement":null},{"id":"W4409284716","doi":"10.1109/lmwt.2025.3554515","title":"50-Way W-Band All Waveguide Radial Combiner Design","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","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":"Defence Research and Development Canada","funders":"","keywords":"Waveguide; Physics; Computer science; Optics","score_opus":0.008066132711091092,"score_gpt":0.202330766998912,"score_spread":0.19426463428782093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409284716","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":[0.7244928,0.0015116691,0.26825032,0.0025903035,0.00087363645,0.00024578843,0.000008215122,0.0010722523,0.0009550253],"genre_scores_gemma":[0.9930369,0.00048662737,0.004724578,0.0012983081,0.00008790279,0.000044133056,0.000009650357,0.000068168956,0.0002437087],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984395,0.000028397699,0.00039054535,0.00042541066,0.000088040906,0.00062811305],"domain_scores_gemma":[0.99932414,0.00009161034,0.00003607912,0.0004383642,0.00003014752,0.00007968104],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017687868,0.00041197875,0.00044423869,0.00069662294,0.00010640245,0.000060478502,0.0003247836,0.00040464275,0.0000067408464],"category_scores_gemma":[0.000014461411,0.0004279946,0.00008369921,0.00042210732,0.00029413207,0.00008388324,0.000044841418,0.00051603146,0.000031028892],"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":[0.000011846484,0.00001655947,0.00011727058,0.000084698804,0.0002028159,0.000049261896,0.00006176324,0.0022005332,0.94187796,0.0010603188,0.04799975,0.0063172374],"study_design_scores_gemma":[0.00086362794,0.00003450801,0.000119804376,0.00013038631,0.000072510935,0.00010164761,0.000029509312,0.006031659,0.9571366,0.0006655368,0.03429437,0.000519863],"about_ca_topic_score_codex":0.000013917643,"about_ca_topic_score_gemma":0.000006734952,"teacher_disagreement_score":0.26854414,"about_ca_system_score_codex":0.000067528,"about_ca_system_score_gemma":0.000017281145,"threshold_uncertainty_score":0.9998172},"labels":[],"label_agreement":null},{"id":"W4409580894","doi":"10.1109/lmwt.2025.3556170","title":"AI-Driven Battery-Free Wireless Sensing of Hazardous Liquid Spills via a Frequency-Selective Surface in a Monostatic Antenna Configuration","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"RFID technology advancements","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":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Hazardous waste; Antenna (radio); Battery (electricity); Wireless; Tunable metamaterials; Acoustics; Electrical engineering; Remote sensing; Environmental science; Aerospace engineering; Computer science; Engineering; Optoelectronics; Telecommunications; Materials science; Geology; Physics; Waste management; Metamaterial","score_opus":0.003651019922387697,"score_gpt":0.20730433072948734,"score_spread":0.20365331080709964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409580894","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":[0.84848064,0.00028305882,0.14631426,0.0036907897,0.00025058124,0.0004567672,0.000015050142,0.00044154937,0.000067282795],"genre_scores_gemma":[0.9957799,0.00015375312,0.0031933368,0.0007765716,0.000009274495,0.000023734281,0.000008810063,0.00004638403,0.000008265621],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99822056,0.000045362354,0.00059267716,0.00048701096,0.00010846879,0.0005459334],"domain_scores_gemma":[0.99907917,0.00008499003,0.00013153399,0.0005809835,0.00009187208,0.00003145091],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000108561304,0.00036911725,0.00062380545,0.0010050223,0.00007491603,0.000016960472,0.00037800273,0.00048355127,0.0000017654467],"category_scores_gemma":[0.000026216769,0.00043150026,0.000053001713,0.0010821543,0.0005749576,0.0001898363,0.00008872568,0.0007076429,0.0000052911814],"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":[0.000045272365,0.00003390137,0.0036734361,0.00013962993,0.00016019573,0.000111151625,0.00024165238,0.0011148569,0.9892847,0.00025608751,0.00031947668,0.00461967],"study_design_scores_gemma":[0.0012249693,0.00010916902,0.0004985799,0.00041344162,0.000043378106,0.000051104016,0.0001802749,0.0173192,0.97771335,0.0020669587,0.00001592803,0.0003636708],"about_ca_topic_score_codex":0.00009371657,"about_ca_topic_score_gemma":0.00032158836,"teacher_disagreement_score":0.1472992,"about_ca_system_score_codex":0.00020843788,"about_ca_system_score_gemma":0.000034403773,"threshold_uncertainty_score":0.9998137},"labels":[],"label_agreement":null},{"id":"W4409883076","doi":"10.1109/lmwt.2025.3559017","title":"Time-Multiplexed Beam-Steering Antenna Arrays for Extended-Coverage RF Powering of Multiple CMOS Brain Implants","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Wireless Body Area Networks","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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"CMOS; Antenna (radio); Beam steering; Multiplexing; Optoelectronics; Electrical engineering; Beam (structure); Materials science; Engineering; Electronic engineering; Physics; Optics","score_opus":0.004771802637717312,"score_gpt":0.20349919630549723,"score_spread":0.19872739366777992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409883076","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":[0.8750873,0.00042275255,0.121832974,0.00080045837,0.0004927052,0.00055461243,0.0000755196,0.00066348107,0.000070188704],"genre_scores_gemma":[0.9972254,0.00011728897,0.0019092505,0.00039942106,0.0000731361,0.00010857761,0.000028063418,0.0000865299,0.00005235098],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981262,0.000014652571,0.0005363412,0.0005000024,0.0001011324,0.00072164566],"domain_scores_gemma":[0.9989819,0.0003096165,0.000109290806,0.0004844414,0.000053915606,0.000060823277],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017183395,0.00042287388,0.00065781304,0.00062556076,0.00014058915,0.000032570264,0.00039873674,0.0004476617,0.000002717792],"category_scores_gemma":[0.000043261443,0.00047832413,0.00013278665,0.00046433936,0.00031346726,0.00014963957,0.00010798263,0.00042815687,0.0000053898416],"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":[0.000058183934,0.00003286645,0.0009982117,0.00029819156,0.00022633704,0.000029270825,0.00012468893,0.0049067643,0.9749922,0.00006248567,0.0026720664,0.015598727],"study_design_scores_gemma":[0.0016656129,0.000048501854,0.000562892,0.00044600738,0.000046526722,0.00005080109,0.000098798024,0.057659872,0.93790585,0.00015575883,0.0008654504,0.0004939518],"about_ca_topic_score_codex":0.000012547044,"about_ca_topic_score_gemma":0.000029937404,"teacher_disagreement_score":0.12213807,"about_ca_system_score_codex":0.00008957383,"about_ca_system_score_gemma":0.000018177741,"threshold_uncertainty_score":0.9997668},"labels":[],"label_agreement":null},{"id":"W4409985421","doi":"10.1109/lmwt.2025.3562538","title":"Knowledge-Based Extrapolation of Neural Network Model for Transistor Modeling","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Advancements in Semiconductor Devices and Circuit Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Extrapolation; Artificial neural network; Computer science; Transistor model; Transistor; Artificial intelligence; Electrical engineering; Engineering; Mathematics; Statistics","score_opus":0.01869758151247381,"score_gpt":0.24366962790306146,"score_spread":0.22497204639058765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409985421","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46754146,0.00095854246,0.53093743,0.00011942842,0.00016760077,0.00013691335,0.0000050247963,0.0000999125,0.00003368653],"genre_scores_gemma":[0.9946791,0.000049842136,0.004887439,0.00025458742,0.000031205982,0.000052223964,0.000006563991,0.000023603021,0.000015463125],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992776,0.000006380994,0.00025084708,0.00019339226,0.000032046173,0.00023971681],"domain_scores_gemma":[0.99971926,0.000031582273,0.000032325115,0.00016532367,0.00003464732,0.000016883963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006096711,0.00015179114,0.00022788097,0.00019384887,0.000065150816,0.0000071959566,0.00012860022,0.0001582398,5.133021e-7],"category_scores_gemma":[0.0000016402475,0.0001676027,0.000055780303,0.00021875283,0.000091470545,0.00006133521,0.000005526219,0.00013476971,2.1305992e-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":[0.000007724747,0.0000069738726,0.000055655728,0.00011173953,0.000027674821,2.4110673e-7,0.00004234089,0.44053793,0.5479984,0.0005505806,0.00028996638,0.010370724],"study_design_scores_gemma":[0.00043043078,0.0000111463605,0.0000017950798,0.00007562618,0.00004132484,7.354454e-7,0.000020873887,0.9017964,0.09604626,0.0013046608,0.00013870778,0.00013205122],"about_ca_topic_score_codex":0.0000010729574,"about_ca_topic_score_gemma":0.000007414175,"teacher_disagreement_score":0.52713764,"about_ca_system_score_codex":0.000036788584,"about_ca_system_score_gemma":0.00001384786,"threshold_uncertainty_score":0.683464},"labels":[],"label_agreement":null},{"id":"W4409990997","doi":"10.1109/lmwt.2025.3563499","title":"Compact Dual-Band Filters Using Single-Cavity SIW and Quarter-Wavelength Stripline Resonators","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Science and Technology Department of Henan Province; National Natural Science Foundation of China","keywords":"Stripline; Resonator; Multi-band device; Optoelectronics; Quarter (Canadian coin); Wavelength; Materials science; Optics; Dual (grammatical number); Band-pass filter; Electrical engineering; Physics; Engineering","score_opus":0.010148624549389295,"score_gpt":0.21210592214289245,"score_spread":0.20195729759350314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409990997","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":[0.9737859,0.001244824,0.021928567,0.0015842497,0.0004682386,0.0001945951,0.0000301375,0.0006429936,0.0001205012],"genre_scores_gemma":[0.9980676,0.0002278945,0.0011894491,0.00035460482,0.00006359849,0.0000054927787,0.000009607136,0.000052931253,0.0000287855],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99845225,0.000025857958,0.00039591538,0.00046626112,0.00009366959,0.0005660771],"domain_scores_gemma":[0.9993666,0.000087045795,0.00005518012,0.00036528715,0.000033245673,0.00009265009],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014457948,0.00042970947,0.0004991674,0.0007114486,0.00016546523,0.00007892991,0.00015783342,0.00035354047,0.000002575561],"category_scores_gemma":[0.000014999334,0.0004587581,0.00006636,0.0005070771,0.00037438615,0.00011271439,0.00004382183,0.000528264,0.0000027555348],"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":[0.000011714042,0.00002540869,0.001245495,0.00017176346,0.00015005773,0.00005071358,0.00010694325,0.00078215206,0.9850623,0.00014911836,0.0056618107,0.006582501],"study_design_scores_gemma":[0.0012645265,0.00007720298,0.0010061358,0.00043611668,0.00011845795,0.00022953139,0.0002367824,0.025742054,0.9664575,0.00052286335,0.0030853332,0.0008234938],"about_ca_topic_score_codex":0.000025457277,"about_ca_topic_score_gemma":0.000016302434,"teacher_disagreement_score":0.024959901,"about_ca_system_score_codex":0.00011861054,"about_ca_system_score_gemma":0.000015773972,"threshold_uncertainty_score":0.99978644},"labels":[],"label_agreement":null},{"id":"W4410203954","doi":"10.1109/lmwt.2025.3564839","title":"Millimeter-Wave Wideband Active Load—Pull System Using Vector Network Analyzer Frequency Extenders","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wideband; Extremely high frequency; Spectrum analyzer; Network analyzer (electrical); Computer science; Electronic engineering; Telecommunications; Engineering","score_opus":0.00876147084275087,"score_gpt":0.20024753787312743,"score_spread":0.19148606703037657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410203954","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":[0.837503,0.0025072037,0.15681055,0.00042920408,0.0011011331,0.00024675005,0.00001773404,0.0009401438,0.00044427774],"genre_scores_gemma":[0.99494237,0.00016962993,0.004224072,0.0003497379,0.00015833492,0.00002751251,0.0000074571135,0.000079136495,0.00004175616],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980135,0.000035193974,0.00046420787,0.0005613345,0.00013169518,0.00079406233],"domain_scores_gemma":[0.9991841,0.000073182346,0.000075392825,0.00050838746,0.0000722862,0.00008666633],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016046905,0.0005025499,0.00060565013,0.0005646746,0.00020270636,0.00006419604,0.00025012039,0.00046295222,0.000003838979],"category_scores_gemma":[0.000012205526,0.0005298315,0.00013107022,0.00088161865,0.0002895668,0.00012595924,0.000065314,0.0005835775,0.000009369665],"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":[0.0000121870435,0.000010898511,0.00036425158,0.0002768983,0.00048273604,0.00012743194,0.000095336516,0.0058266125,0.98396695,0.0006955575,0.0045464975,0.0035946283],"study_design_scores_gemma":[0.0012417813,0.0000553651,0.00051689585,0.0013082376,0.0003981261,0.00029645028,0.00048141598,0.050250214,0.94186217,0.00094784953,0.00126919,0.0013723111],"about_ca_topic_score_codex":0.000061758205,"about_ca_topic_score_gemma":0.00003060422,"teacher_disagreement_score":0.15743937,"about_ca_system_score_codex":0.0004766905,"about_ca_system_score_gemma":0.000044948738,"threshold_uncertainty_score":0.9997153},"labels":[],"label_agreement":null},{"id":"W4410294770","doi":"10.1109/lmwt.2025.3566330","title":"Extending the Dynamic Range of Square-Law Power Detectors for Large-Scale Receiver Arrays","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Antenna Design and Optimization","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":"Polytechnique Montréal","funders":"","keywords":"Square (algebra); Range (aeronautics); Dynamic range; Scale (ratio); Detector; Power law; Computer science; Physics; Optics; Engineering; Telecommunications; Mathematics; Aerospace engineering; Statistics; Geometry","score_opus":0.003838421262905797,"score_gpt":0.20292669317336093,"score_spread":0.19908827191045514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410294770","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":[0.54745066,0.000443116,0.45066613,0.0007749798,0.00019601548,0.00021918588,0.00001218133,0.0001510173,0.00008667483],"genre_scores_gemma":[0.99726826,0.00019926105,0.0019008967,0.0005232192,0.000008228734,0.000043788037,0.000003930494,0.000024506846,0.0000278826],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993176,0.000012482616,0.00019030302,0.00017929835,0.000041799794,0.00025851195],"domain_scores_gemma":[0.99965113,0.000056283225,0.000039887436,0.00020704341,0.000030997835,0.000014637691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010024427,0.00014849583,0.00020399458,0.00021371168,0.00012152441,0.000013985341,0.00016344208,0.0001866098,0.0000028517711],"category_scores_gemma":[0.0000053453923,0.00012445966,0.0000625642,0.00028532563,0.000191158,0.000056354398,0.000020347345,0.0001707121,0.0000014898629],"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":[0.00002294579,0.0000115162575,0.0004236853,0.00007732694,0.000080731836,0.0000021478338,0.00017141609,0.00048420456,0.99370086,0.0019343506,0.0007833046,0.0023075363],"study_design_scores_gemma":[0.0021756685,0.000099638,0.0010846002,0.00036279167,0.00017857205,0.000023252907,0.001072063,0.12154596,0.86697245,0.0014127657,0.0044429135,0.00062932237],"about_ca_topic_score_codex":0.0000034475536,"about_ca_topic_score_gemma":0.000038390743,"teacher_disagreement_score":0.4498176,"about_ca_system_score_codex":0.000036221903,"about_ca_system_score_gemma":0.000004918346,"threshold_uncertainty_score":0.5075318},"labels":[],"label_agreement":null},{"id":"W4410491983","doi":"10.1109/lmwt.2025.3565182","title":"A Millimeter-Wave Analog–Digital Variable Capacitor With High Tuning Ratio Realized by Monolithic Integration of BST Varactors and GeTe Switches","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Photonic and Optical Devices","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 Waterloo","funders":"","keywords":"Variable capacitor; Extremely high frequency; Capacitor; Millimeter; Materials science; Optoelectronics; Electrical engineering; Engineering; Telecommunications; Voltage; Physics; Optics","score_opus":0.005096464438124449,"score_gpt":0.17969161495443067,"score_spread":0.17459515051630622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410491983","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":[0.9203727,0.00039947266,0.07810536,0.0005004932,0.0000920365,0.00014966937,0.00004395167,0.00014336011,0.00019294948],"genre_scores_gemma":[0.9975183,0.00017538603,0.0019839797,0.00021397058,0.00001189148,0.000023109107,0.000028423632,0.000020134254,0.000024786197],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913675,0.000011539198,0.00026444666,0.00026557222,0.00006665096,0.0002550553],"domain_scores_gemma":[0.9995889,0.00007922695,0.00006377641,0.00019050253,0.00003754099,0.000040074312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006476206,0.00022210978,0.0003631406,0.00028319308,0.000065652224,0.000056501525,0.00009793866,0.0002483634,0.0000013104227],"category_scores_gemma":[0.000012200802,0.00019051199,0.00002432015,0.00035246342,0.00034130082,0.0001910377,0.000027128048,0.0003030516,6.4178624e-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":[0.00002620757,0.00001310229,0.00057052163,0.00010183117,0.00016667171,0.0000070609913,0.00012722619,0.00002279943,0.9939083,0.0010543577,0.00025138247,0.0037505436],"study_design_scores_gemma":[0.00067252154,0.000083826846,0.00038337606,0.00027394804,0.00008770678,0.00002660603,0.00026862932,0.008309353,0.9885388,0.00081861176,0.00026486203,0.00027176502],"about_ca_topic_score_codex":0.00010494285,"about_ca_topic_score_gemma":0.000029324334,"teacher_disagreement_score":0.077145614,"about_ca_system_score_codex":0.000040933992,"about_ca_system_score_gemma":0.00001762297,"threshold_uncertainty_score":0.7768854},"labels":[],"label_agreement":null},{"id":"W4412030437","doi":"10.1109/lmwt.2025.3580715","title":"Time-Reversal Object Reconstruction With a Metallic Enclosure","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Advanced X-ray and CT Imaging","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":"Dalhousie University","funders":"National Natural Science Foundation of China","keywords":"Enclosure; Object (grammar); Metal; Materials science; Environmental science; Computer science; Metallurgy; Artificial intelligence","score_opus":0.002186007250514545,"score_gpt":0.17586546021740537,"score_spread":0.17367945296689083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412030437","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":[0.9766128,0.00045900597,0.019871851,0.0016531099,0.00019875374,0.00012641122,0.0000031179125,0.00061254593,0.00046238056],"genre_scores_gemma":[0.99622256,0.00011994755,0.0030206337,0.00045038416,0.000026617567,0.000024702165,0.000002679636,0.000023189123,0.00010931982],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99929076,0.000010005083,0.00014462617,0.00023919853,0.000045659952,0.00026975994],"domain_scores_gemma":[0.9997144,0.000021646361,0.000027767232,0.00019419474,0.000018708934,0.000023321829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000041941243,0.00019131265,0.0002285737,0.0003360228,0.00009380014,0.000018993822,0.00011620012,0.00014592677,0.0000043189475],"category_scores_gemma":[0.0000028140978,0.00018094311,0.000032682106,0.00042035466,0.00034352855,0.00013420563,0.000019964804,0.00033308554,0.00001430576],"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":[0.00001154106,0.0000056359117,0.00075776345,0.000042504405,0.00013512826,0.000026675327,0.000045375637,0.00032338247,0.958471,0.00019895042,0.0005923401,0.03938968],"study_design_scores_gemma":[0.0007181562,0.00003592762,0.00015220139,0.0002024526,0.00010482695,0.00034156902,0.00020633958,0.001808839,0.9924952,0.0008126177,0.002729228,0.00039267403],"about_ca_topic_score_codex":0.0000029954767,"about_ca_topic_score_gemma":0.00000688904,"teacher_disagreement_score":0.038997006,"about_ca_system_score_codex":0.000043697302,"about_ca_system_score_gemma":0.000011800377,"threshold_uncertainty_score":0.7378646},"labels":[],"label_agreement":null},{"id":"W4412718723","doi":"10.1109/lmwt.2025.3589798","title":"Sparse Memory Taps-Injected Neural Network for Digital Predistortion of RF Power Amplifiers","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Advanced Power Amplifier Design","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":"Calgary Laboratory Services; University of Calgary","funders":"Natural Science Foundation of Ningbo; National Natural Science Foundation of China","keywords":"Predistortion; Amplifier; Computer science; RF power amplifier; Power (physics); Electronic engineering; Artificial neural network; Telecommunications; Engineering; Artificial intelligence; Physics; Bandwidth (computing)","score_opus":0.0056584884311331775,"score_gpt":0.20406019299997222,"score_spread":0.19840170456883904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412718723","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":[0.6872289,0.00034741784,0.31056985,0.00034184658,0.00061353116,0.00033154918,0.000036962225,0.0003898904,0.0001400415],"genre_scores_gemma":[0.99741036,0.00002495943,0.002022564,0.0003064164,0.00004450049,0.00006846131,0.000023559765,0.000041577612,0.0000575798],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988672,0.000007849446,0.0003325178,0.00030684954,0.00006295567,0.0004226229],"domain_scores_gemma":[0.999445,0.000078226025,0.00007193193,0.00032035756,0.000046246514,0.000038207687],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000055513607,0.00024092729,0.0003382749,0.0003030218,0.000071451366,0.000023019888,0.00020440448,0.0002468352,0.0000012244211],"category_scores_gemma":[0.000015980571,0.00026884908,0.00007789879,0.00042121066,0.00032123804,0.00014375965,0.000035802226,0.0002480567,0.0000017947901],"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":[0.00005549174,0.000016679354,0.0010782949,0.00010246056,0.0001330527,0.000008501905,0.000070450646,0.005310796,0.9627389,0.0005592444,0.019775458,0.010150703],"study_design_scores_gemma":[0.003300901,0.00029308896,0.0019589548,0.00043373875,0.00023016882,0.000086536966,0.00042286635,0.009318315,0.96202546,0.008716734,0.011801877,0.0014113802],"about_ca_topic_score_codex":0.0000021543058,"about_ca_topic_score_gemma":0.0000045797306,"teacher_disagreement_score":0.31018147,"about_ca_system_score_codex":0.000068552465,"about_ca_system_score_gemma":0.0000136151275,"threshold_uncertainty_score":0.9999764},"labels":[],"label_agreement":null},{"id":"W4412939349","doi":"10.1109/lmwt.2025.3582148","title":"Instrumental Variable Vector Fitting Method for Rational Approximation of Noisy Data","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Advanced Algorithms and Applications","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":"Western University","funders":"","keywords":"Instrumental variable; Variable (mathematics); Mathematics; Applied mathematics; Computer science; Algorithm; Econometrics; Mathematical analysis","score_opus":0.009852293823345508,"score_gpt":0.25989440646703066,"score_spread":0.25004211264368514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412939349","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17455621,0.000062592626,0.8234502,0.0013813206,0.0000907759,0.00020469558,0.00009882697,0.000103099905,0.00005224934],"genre_scores_gemma":[0.54848534,0.00001651,0.4510842,0.0001601708,0.000030294086,0.00008524486,0.00011437362,0.000011386267,0.00001247126],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946845,0.0000043250425,0.00018221601,0.0001879759,0.000030758772,0.00012625696],"domain_scores_gemma":[0.9996395,0.00005374396,0.000040197967,0.00023469848,0.000021444906,0.000010376052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008003584,0.00008846621,0.0001394723,0.00013256994,0.000071112816,0.000009498338,0.0001731133,0.00008970491,0.0000010584702],"category_scores_gemma":[0.000008722853,0.00009586331,0.000014608966,0.00023157554,0.000067464964,0.00009776878,0.000048578313,0.00009741761,4.5521037e-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":[0.000002411531,0.000010402072,0.000047117195,0.000074541895,0.000040198032,1.3207806e-7,0.000013266068,0.000639038,0.9364591,0.013481228,0.0010144471,0.048218094],"study_design_scores_gemma":[0.0004173392,0.000008673389,0.000049120703,0.00004697727,0.000029140945,0.000005414129,0.00007597223,0.2130527,0.77920914,0.003871973,0.0031134565,0.00012010515],"about_ca_topic_score_codex":0.000004478224,"about_ca_topic_score_gemma":0.0000036053868,"teacher_disagreement_score":0.37392914,"about_ca_system_score_codex":0.000023237062,"about_ca_system_score_gemma":0.000011507894,"threshold_uncertainty_score":0.39091924},"labels":[],"label_agreement":null},{"id":"W4412939380","doi":"10.1109/lmwt.2025.3593359","title":"A Stable FDTD Subgridding Method for Thin PEC Sheet Structure Modeling","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Advanced Surface Polishing 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":"Dalhousie University; University of Alberta","funders":"Yunnan Key Research and Development Program","keywords":"Finite-difference time-domain method; Materials science; Computer science; Optics; Physics","score_opus":0.007672116891566088,"score_gpt":0.25163746849780627,"score_spread":0.2439653516062402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412939380","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44604215,0.00036451267,0.5507038,0.0014813741,0.00017422519,0.0002237316,0.000029685552,0.00094160653,0.000038880447],"genre_scores_gemma":[0.73299325,0.000098042554,0.2660853,0.0006574307,0.00003008561,0.000059903683,0.000008099383,0.000046099114,0.000021804157],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99873346,0.00001801367,0.00028296185,0.0003904992,0.000064776184,0.00051029684],"domain_scores_gemma":[0.99943477,0.000088472385,0.000040664498,0.00035651913,0.00004488243,0.00003471538],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016110731,0.00029299807,0.000392368,0.00047081328,0.00016125801,0.000056406378,0.00032395942,0.00038091364,0.0000016779511],"category_scores_gemma":[0.000026298087,0.00031326595,0.000061829196,0.00037471586,0.0000950286,0.00018259978,0.00007621493,0.0005275833,6.9623917e-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":[0.000009019874,0.0000040918853,0.00010946518,0.00014846097,0.0000708253,0.0000047985127,0.00010259776,0.036300104,0.94658285,0.0023581341,0.003232428,0.01107724],"study_design_scores_gemma":[0.0002573049,0.000010254246,0.0000023704647,0.0001165392,0.00003407683,0.000013102202,0.00009220868,0.29773134,0.68469656,0.015532601,0.0012395515,0.00027408864],"about_ca_topic_score_codex":0.00002658049,"about_ca_topic_score_gemma":0.0000516397,"teacher_disagreement_score":0.28695112,"about_ca_system_score_codex":0.0001195436,"about_ca_system_score_gemma":0.000015331001,"threshold_uncertainty_score":0.99993193},"labels":[],"label_agreement":null},{"id":"W4413120422","doi":"10.1109/lmwt.2025.3595425","title":"Quarter-Wavelength Coaxial Stepped Impedance Resonators With Inverted Geometry for High-Power Space Bandpass Filters","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","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":"Ontario Tech University","funders":"","keywords":"Band-pass filter; Coaxial; Resonator; Optics; Electrical impedance; Wavelength; Acoustics; Power (physics); Materials science; Physics; Electrical engineering; Engineering","score_opus":0.003482422982553063,"score_gpt":0.18615057222733533,"score_spread":0.18266814924478228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413120422","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":[0.8478094,0.00039195208,0.1473517,0.002480429,0.0006406236,0.00041969022,0.000047993723,0.00079399504,0.00006423336],"genre_scores_gemma":[0.995319,0.000115976356,0.0036017832,0.00058730284,0.0000602041,0.00011381574,0.000020650888,0.000085511834,0.00009576319],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99822986,0.0000182903,0.00036552074,0.00055499974,0.00011672608,0.00071461743],"domain_scores_gemma":[0.9991765,0.00012727705,0.00006444533,0.00048218615,0.00006631661,0.00008329535],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013794082,0.00048271206,0.00054360915,0.0008510565,0.00015273735,0.000060970327,0.00031151096,0.00040710712,0.0000033790952],"category_scores_gemma":[0.000018313734,0.00046694744,0.00007757402,0.0007692858,0.00032204407,0.00011196197,0.00004428286,0.00048960885,0.0000057016427],"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":[0.00009769774,0.000028354198,0.0006242549,0.00029394068,0.0003934592,0.00003779607,0.00014833083,0.00052884145,0.9493029,0.0026453796,0.03960359,0.0062954165],"study_design_scores_gemma":[0.0038546054,0.0002716725,0.00072668574,0.0004641054,0.0001450849,0.00007312064,0.0004209742,0.009664682,0.9749034,0.00067564996,0.007648565,0.0011514429],"about_ca_topic_score_codex":0.000019753956,"about_ca_topic_score_gemma":0.000029469527,"teacher_disagreement_score":0.1475096,"about_ca_system_score_codex":0.0001156291,"about_ca_system_score_gemma":0.00003014263,"threshold_uncertainty_score":0.9997782},"labels":[],"label_agreement":null},{"id":"W4413125242","doi":"10.1109/lmwt.2025.3590700","title":"Continuous Learning With Gradient-Weighted Integration for Multistate Power Amplifier Modeling in Digital Predistortion","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Advanced Power Amplifier Design","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":"National Natural Science Foundation of China","keywords":"Predistortion; Amplifier; Computer science; Electronic engineering; Power (physics); Engineering; Physics; CMOS","score_opus":0.00566805515017825,"score_gpt":0.2002736165093151,"score_spread":0.19460556135913687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413125242","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":[0.50112253,0.00007677839,0.49809203,0.00012822838,0.00009711254,0.0002172825,0.0000051458746,0.00022389156,0.000037002963],"genre_scores_gemma":[0.99514633,0.000025454137,0.004506103,0.00008232781,0.000010074349,0.000115665134,0.000029366882,0.000035889738,0.00004875965],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990806,0.0000067131646,0.0002501241,0.0003007614,0.000048023627,0.00031378222],"domain_scores_gemma":[0.9997062,0.000039971677,0.000039514212,0.00014386376,0.000046671194,0.000023744857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000053673786,0.00020481527,0.0002400474,0.00046180034,0.00006987282,0.000045923312,0.000095376265,0.00015960095,3.8472731e-7],"category_scores_gemma":[0.000011675299,0.00020212971,0.000028372058,0.0003011324,0.00011505328,0.00021099517,0.000014080127,0.00033997773,0.0000012528519],"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":[0.00010554276,0.000024870737,0.0024176128,0.000058790825,0.00007037033,0.000019762145,0.0004667701,0.019609112,0.934511,0.0006826616,0.00026197638,0.041771527],"study_design_scores_gemma":[0.0042953673,0.00026504975,0.0002379505,0.00074141455,0.00007644246,0.000072334115,0.0014866329,0.6913705,0.29354018,0.004882165,0.0018992092,0.0011327994],"about_ca_topic_score_codex":0.0000053060276,"about_ca_topic_score_gemma":0.000027566486,"teacher_disagreement_score":0.67176133,"about_ca_system_score_codex":0.00011384002,"about_ca_system_score_gemma":0.000008411129,"threshold_uncertainty_score":0.824261},"labels":[],"label_agreement":null},{"id":"W4413277494","doi":"10.1109/lmwt.2025.3596009","title":"Broad Coverage Impedance Tuner Using the Field-Programmable Microwave Substrate","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","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":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tuner; Microwave; Substrate (aquarium); Electrical impedance; Materials science; Electrical engineering; Electronic engineering; Computer science; Optoelectronics; Telecommunications; Engineering; Radio frequency; Biology","score_opus":0.005930030533273542,"score_gpt":0.21867533878341028,"score_spread":0.21274530825013674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413277494","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":[0.8496879,0.0021264236,0.14413193,0.002305242,0.0006290504,0.00022641131,0.000006444759,0.0005465179,0.00034011403],"genre_scores_gemma":[0.99595946,0.00055095786,0.0015179273,0.0016518526,0.00008214794,0.000029246963,0.0000041684684,0.000051260587,0.00015299564],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984943,0.000022703307,0.00035677667,0.00039498456,0.00008432854,0.0006468871],"domain_scores_gemma":[0.99922717,0.00011264057,0.000050070495,0.0005224269,0.000039015573,0.00004868818],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015351748,0.0003781104,0.00035651776,0.00033401835,0.0002179735,0.00011116158,0.00038545232,0.0003346401,0.0000036249332],"category_scores_gemma":[0.000015458087,0.00032968956,0.0000993071,0.0006302063,0.00027363,0.00009943367,0.0000777344,0.00064539304,0.0000097260545],"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":[0.000008262956,0.000010380602,0.00050070835,0.00010947331,0.00014298351,0.00004081462,0.000067606576,0.0022339907,0.96972287,0.0006491769,0.007902215,0.018611515],"study_design_scores_gemma":[0.0004662635,0.000021610625,0.00011973998,0.00017395598,0.00006779899,0.0000967636,0.00007821656,0.014238558,0.97430724,0.0007959108,0.009194186,0.00043976054],"about_ca_topic_score_codex":0.000047227444,"about_ca_topic_score_gemma":0.00003464787,"teacher_disagreement_score":0.14627157,"about_ca_system_score_codex":0.000075423675,"about_ca_system_score_gemma":0.000024270636,"threshold_uncertainty_score":0.99991554},"labels":[],"label_agreement":null},{"id":"W4413464538","doi":"10.1109/lmwt.2025.3597434","title":"A Miniaturized Interferometric Receiver for Densely Integrated Large Arrays","year":2025,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","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":"Polytechnique Montréal","funders":"","keywords":"Interferometry; Remote sensing; Optics; Computer science; Geology; Physics","score_opus":0.005251827832579634,"score_gpt":0.205262728394319,"score_spread":0.20001090056173937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413464538","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":[0.7247854,0.00077871967,0.2716863,0.0009963762,0.00063358864,0.00025316046,0.000035334426,0.00071952416,0.00011159692],"genre_scores_gemma":[0.9913681,0.00026138566,0.007324508,0.00060992653,0.000045860124,0.00009120677,0.000022850292,0.000053438656,0.00022267966],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99868494,0.000013390119,0.0003380215,0.00037202224,0.000052468782,0.0005391415],"domain_scores_gemma":[0.99944174,0.00011040555,0.00003601696,0.00030295257,0.00006012225,0.000048746835],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015285202,0.0003268983,0.00041748703,0.0013740923,0.000108149354,0.000045671462,0.00026162248,0.00036623562,0.000004100238],"category_scores_gemma":[0.00004333429,0.0003287231,0.000097800796,0.0011110909,0.00013001828,0.000062232284,0.000039189297,0.00041298516,0.0000102805225],"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":[0.000024224224,0.00002011796,0.00012765554,0.00016192308,0.00019682497,0.000011843001,0.00007797049,0.00006661019,0.95826775,0.00063302624,0.033098835,0.0073132073],"study_design_scores_gemma":[0.0017798266,0.000057250832,0.00013767592,0.0002761313,0.00008858116,0.000041026185,0.0001423414,0.008114522,0.9508663,0.00063234253,0.037326254,0.0005377804],"about_ca_topic_score_codex":0.0000036257686,"about_ca_topic_score_gemma":0.000010717163,"teacher_disagreement_score":0.26658273,"about_ca_system_score_codex":0.00008970516,"about_ca_system_score_gemma":0.000016319746,"threshold_uncertainty_score":0.9999165},"labels":[],"label_agreement":null},{"id":"W4416582589","doi":"10.1109/lmwt.2025.3628954","title":"Super-Resolution Source Reconstruction Based on Time Reversal With High-Order Kurtosis","year":2025,"lang":"","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Imaging and Scattering Analysis","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":"Dalhousie University","funders":"China Scholarship Council","keywords":"Kurtosis; Narrowband; Diffraction; Field (mathematics); Iterative reconstruction; Electromagnetic field","score_opus":0.0024881717861714304,"score_gpt":0.1710910769400857,"score_spread":0.1686029051539143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416582589","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":[0.82603496,0.0002743154,0.14892124,0.023163622,0.000508588,0.00025848937,0.000025849526,0.0006235178,0.00018940537],"genre_scores_gemma":[0.9906424,0.00019548072,0.0060270913,0.0023186188,0.000103786006,0.00004053027,0.000029449784,0.000099003475,0.00054362725],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99705553,0.000116540694,0.0006081859,0.0011179459,0.00020801742,0.0008937958],"domain_scores_gemma":[0.9985877,0.00012798072,0.0001585725,0.000903189,0.0001184319,0.00010411366],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024951447,0.0007597331,0.0008547147,0.0020824014,0.00046588277,0.00016933992,0.0003752395,0.0006937548,0.000046715577],"category_scores_gemma":[0.00002260976,0.00079390506,0.00016341948,0.0018809191,0.0010046363,0.00015473571,0.00006913352,0.0011487852,0.00009349281],"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":[0.00010476583,0.00006907133,0.0015883333,0.00021544125,0.0005835878,0.00003849933,0.000091255155,0.016929708,0.92561305,0.00003781701,0.005823184,0.048905317],"study_design_scores_gemma":[0.002691958,0.00023966748,0.00038833992,0.0021927739,0.0010851154,0.00017462962,0.00026033085,0.22733574,0.7615099,0.0000677986,0.0026295795,0.001424192],"about_ca_topic_score_codex":0.00020875769,"about_ca_topic_score_gemma":0.00003540368,"teacher_disagreement_score":0.21040602,"about_ca_system_score_codex":0.000334352,"about_ca_system_score_gemma":0.00007447422,"threshold_uncertainty_score":0.99945116},"labels":[],"label_agreement":null},{"id":"W7115701386","doi":"10.1109/lmwt.2025.3635366","title":"Guest Editorial for APMC 2025","year":2025,"lang":"","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"","score_opus":0.016862363307390472,"score_gpt":0.3054257175982066,"score_spread":0.2885633542908161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115701386","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":[0.52840745,0.0005642455,0.0030519385,0.2982698,0.16734011,0.00083119964,0.000030858544,0.00013739041,0.0013669959],"genre_scores_gemma":[0.93757975,0.00039555822,0.0003742122,0.0074322056,0.05244805,0.00016906224,0.000029088778,0.000021775311,0.0015503094],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978713,0.0000752017,0.0005061468,0.000667979,0.00021495216,0.00066441856],"domain_scores_gemma":[0.9987735,0.00031109498,0.00021643117,0.00028672628,0.00035347036,0.00005877512],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006014714,0.0002983503,0.00038410118,0.00075352076,0.00094201684,0.00014111363,0.00047173453,0.0010124377,0.000011591322],"category_scores_gemma":[0.00012665425,0.00034158502,0.00010711194,0.0015439006,0.0018628053,0.00023301013,0.000056360655,0.00056538486,0.000024845891],"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":[0.000043182215,0.00008208228,0.0011125288,0.0000973982,0.00010185879,8.8708384e-7,0.001050466,2.512677e-7,0.3474526,0.054685514,0.58769286,0.0076804003],"study_design_scores_gemma":[0.0010976465,0.00009692929,0.00012112391,0.00026530924,0.00014309565,0.0000016586447,0.0068765944,0.000015678976,0.1285661,0.012692752,0.84963375,0.0004893494],"about_ca_topic_score_codex":0.00013769938,"about_ca_topic_score_gemma":0.00015350027,"teacher_disagreement_score":0.40917227,"about_ca_system_score_codex":0.00019011754,"about_ca_system_score_gemma":0.0004367652,"threshold_uncertainty_score":0.9999036},"labels":[],"label_agreement":null},{"id":"W7117484193","doi":"10.1109/lmwt.2025.3556220","title":"Cross-Coupled Substrate Integrated Waveguide Filter Using Orthogonality to Improve Selectivity","year":2025,"lang":"","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Engineering and Waveguides","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":"Polytechnique Montréal","funders":"National Natural Science Foundation of China","keywords":"Spurious relationship; Coupling (piping); Orthogonality; Microwave; Selectivity; Transmission (telecommunications); Waveguide; Filter (signal processing)","score_opus":0.009366911879888614,"score_gpt":0.24756543452747642,"score_spread":0.2381985226475878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117484193","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":[0.7912076,0.0008905557,0.20230667,0.0017366038,0.0020266366,0.00076441304,0.00012914262,0.0008061769,0.00013219983],"genre_scores_gemma":[0.9930436,0.00019072644,0.0044940365,0.0013398265,0.00020423728,0.00007241243,0.000021305534,0.00017352303,0.0004603147],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9946538,0.00009458313,0.0013966523,0.0017560082,0.00024335936,0.0018555507],"domain_scores_gemma":[0.9977816,0.00016964739,0.00020363198,0.0012072554,0.00034449657,0.0002934225],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0007258212,0.0013432046,0.0014138899,0.0017366625,0.0004993735,0.0004272343,0.00076179206,0.0013528633,0.000032319556],"category_scores_gemma":[0.00011952501,0.0015079094,0.00030388552,0.0027193048,0.0008607198,0.00030717938,0.00032252597,0.0019673433,0.00003998614],"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":[0.000102358346,0.000086744425,0.0030094222,0.0006127082,0.00073656114,0.00013845734,0.0001958926,0.009619545,0.97073466,0.0003904215,0.00082132337,0.013551881],"study_design_scores_gemma":[0.001205967,0.00008519759,0.0021646274,0.00073111913,0.00023434208,0.00011067904,0.00007117041,0.12083361,0.87178856,0.00027591112,0.0011511483,0.001347661],"about_ca_topic_score_codex":0.0005464057,"about_ca_topic_score_gemma":0.00014608484,"teacher_disagreement_score":0.20183602,"about_ca_system_score_codex":0.0006620313,"about_ca_system_score_gemma":0.00022229279,"threshold_uncertainty_score":0.9999436},"labels":[],"label_agreement":null}]}