{"meta":{"query_hash":"67350f343c19","filters":{"venue":"International Journal of RF and Microwave Computer-Aided Engineering"},"cohort_total":65,"direct_labels_cover":0,"predictions_cover":65,"exported":65,"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/67350f343c19","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+RF+and+Microwave+Computer-Aided+Engineering"},"results":[{"id":"W1540555178","doi":"10.1002/mmce.20767","title":"Design of a printed MIMO/diversity monopole antenna for future generation handheld devices","year":2013,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":20,"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":"Ryerson University","keywords":"Monopole antenna; Diversity gain; MIMO; Reflection coefficient; Electronic engineering; Antenna diversity; Electrical engineering; Ground plane; Antenna (radio); Acoustics; Telecommunications; Computer science; Engineering; Physics; Beamforming","score_opus":0.014355726507787117,"score_gpt":0.1998989146783644,"score_spread":0.1855431881705773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540555178","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":[0.19227335,0.0006650009,0.8060057,0.00010990231,0.00082743476,0.00008907819,0.000004445682,0.000022532444,0.0000025315082],"genre_scores_gemma":[0.9136422,0.00034053953,0.08511228,0.000032956556,0.0008356322,0.0000023509622,0.000005754221,0.000015264637,0.000013002801],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925977,0.000009877859,0.00035972605,0.000094918825,0.00014632032,0.00012938368],"domain_scores_gemma":[0.9992441,0.00005918501,0.00012574227,0.000059385377,0.00044154376,0.00007007434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011785842,0.00014186633,0.00023976357,0.00026105245,0.000037649443,0.00006704485,0.00022096574,0.00006193847,0.000010575182],"category_scores_gemma":[0.000011039161,0.00013177245,0.00012032953,0.000074176605,0.000014976606,0.0002891848,0.00006147685,0.00010946619,0.0000014225822],"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":[0.000021256485,0.000025580744,0.0002890243,0.000060255676,0.0005757816,0.000011837915,0.00039014893,0.032317787,0.958332,0.000088150024,0.000538376,0.0073498185],"study_design_scores_gemma":[0.0005838862,0.00008509336,0.0009343931,0.00012774789,0.000048929334,0.00009796704,0.00007316494,0.97673714,0.02088076,0.000047097605,0.00024101284,0.00014283233],"about_ca_topic_score_codex":0.000010123014,"about_ca_topic_score_gemma":0.0000017494723,"teacher_disagreement_score":0.9444193,"about_ca_system_score_codex":0.00004338129,"about_ca_system_score_gemma":0.000012389492,"threshold_uncertainty_score":0.53735244},"labels":[],"label_agreement":null},{"id":"W1550718563","doi":"10.1002/mmce.20759","title":"Highly-isolated unidirectional multi-slot-antenna systems for enhanced MIMO performance","year":2013,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","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":"McGill University","funders":"Polytechnique Montréal; McGill University","keywords":"Slot antenna; Optics; Reflector (photography); Antenna (radio); Physics; Antenna measurement; Directional antenna; Radiation pattern; Multipath propagation; Acoustics; Engineering; Electrical engineering","score_opus":0.008894316221788406,"score_gpt":0.19878905124559243,"score_spread":0.18989473502380402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550718563","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":[0.2594254,0.0010925492,0.7373661,0.00004419195,0.0018838822,0.00009807366,0.000005395808,0.00006944367,0.000014982736],"genre_scores_gemma":[0.97485864,0.000974857,0.023335613,0.000029010278,0.0006333653,0.000011210492,0.000010418878,0.000036653553,0.00011024476],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989094,0.000009170364,0.00053153984,0.00013671455,0.00018556116,0.00022757884],"domain_scores_gemma":[0.99903256,0.00008855721,0.00012599588,0.00007563838,0.0005586353,0.000118599055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014188162,0.00021289638,0.00030874446,0.00035905346,0.00003969358,0.00015619225,0.0002503372,0.00007931788,0.0000097857555],"category_scores_gemma":[0.000016344344,0.00019927138,0.00015322643,0.00011327891,0.00001917043,0.0003940817,0.000034483888,0.00019302563,0.000009080902],"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":[0.000026330852,0.0000359799,0.000103695944,0.00010677963,0.0007856467,0.000012391109,0.0001369052,0.074879915,0.91373545,0.00010538259,0.00045487852,0.009616631],"study_design_scores_gemma":[0.00086065324,0.000090876485,0.0008021788,0.00029403367,0.000035135014,0.00026133424,0.000027245023,0.98548913,0.010624849,0.000008411233,0.0012873356,0.00021884358],"about_ca_topic_score_codex":0.000012354325,"about_ca_topic_score_gemma":6.847156e-7,"teacher_disagreement_score":0.9106092,"about_ca_system_score_codex":0.00009652648,"about_ca_system_score_gemma":0.000017155182,"threshold_uncertainty_score":0.8126051},"labels":[],"label_agreement":null},{"id":"W1814750016","doi":"10.1002/mmce.20770","title":"A novel triple notch-bands ultra wide-band band-pass filters using parallel multi-mode resonators and CSRRs","year":2013,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":20,"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 Alberta","funders":"","keywords":"Resonator; Band-stop filter; Band-pass filter; Multi-mode optical fiber; Microwave; Split-ring resonator; Ultra-wideband; Optoelectronics; Electronic engineering; Physics; Materials science; Filter (signal processing); Computer science; Optics; Engineering; Telecommunications; Low-pass filter; Electrical engineering; Optical fiber","score_opus":0.012655897445025101,"score_gpt":0.222672790121912,"score_spread":0.2100168926768869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1814750016","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":[0.4528977,0.0010293911,0.5445206,0.00006780966,0.001288656,0.00009151677,0.000014548472,0.00006859019,0.000021167018],"genre_scores_gemma":[0.89230317,0.0004679732,0.106625706,0.00006711919,0.0004252045,0.000004051056,0.000008113554,0.000070027,0.000028614244],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99837214,0.000011858634,0.0007110076,0.00024594791,0.00027418908,0.00038486093],"domain_scores_gemma":[0.99905276,0.00015911617,0.00014047232,0.00013976262,0.00024602766,0.0002618549],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002043366,0.00039248005,0.00044812282,0.0004844304,0.000052681826,0.00026710783,0.0003161264,0.00014124812,0.000011434713],"category_scores_gemma":[0.00005497494,0.00038955107,0.00014950924,0.00012547092,0.0000495817,0.00048737845,0.00004927546,0.00041489894,0.000002852091],"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":[0.000018735655,0.000036745696,0.00036440755,0.00009238047,0.00039337232,0.000045624223,0.00043176045,0.2857567,0.70867515,0.000057075187,0.0008880621,0.0032399697],"study_design_scores_gemma":[0.0042013414,0.0001300504,0.0060251835,0.00090333977,0.000080793565,0.002315527,0.00008164751,0.8802756,0.101717904,0.00008613393,0.0033022722,0.0008802105],"about_ca_topic_score_codex":0.00005558687,"about_ca_topic_score_gemma":0.0000039555152,"teacher_disagreement_score":0.60695726,"about_ca_system_score_codex":0.00014606003,"about_ca_system_score_gemma":0.000029040906,"threshold_uncertainty_score":0.99985564},"labels":[],"label_agreement":null},{"id":"W1939498694","doi":"10.1002/mmce.20848","title":"Design of a printed log-periodic dipole array antenna with high gain for millimeter-wave applications","year":2014,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"King Abdulaziz City for Science and Technology; King Saud University","keywords":"Antenna gain; Dipole antenna; Physics; Antenna measurement; Radiation pattern; Optics; Bandwidth (computing); Antenna factor; Antenna (radio); Extremely high frequency; Microwave; Telecommunications; Computer science","score_opus":0.010234986096518267,"score_gpt":0.19622394745662586,"score_spread":0.1859889613601076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1939498694","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":[0.037243254,0.00034921503,0.9619272,0.000059596223,0.00022046649,0.00014316812,0.000010339486,0.000039185874,0.000007616992],"genre_scores_gemma":[0.79142255,0.00011962616,0.20812565,0.000028228966,0.0002457486,0.000009807534,0.0000073970223,0.000028040402,0.00001292322],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990409,0.000015181351,0.00046004966,0.00013553462,0.00017228558,0.00017606767],"domain_scores_gemma":[0.99911314,0.00017218041,0.00016303698,0.00011118082,0.00034856965,0.00009189791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022169488,0.0001913839,0.0003494081,0.0003380274,0.0000261686,0.00005708448,0.00022375812,0.000055639634,0.0000045669162],"category_scores_gemma":[0.000016843935,0.00016543423,0.00011735198,0.00011869362,0.000039966173,0.00012644281,0.000022820232,0.00014122896,0.0000012306458],"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":[0.000057794074,0.00003868232,0.000053353095,0.00007942929,0.0006652007,0.000009198881,0.00014234733,0.09159037,0.8998396,0.000281569,0.000048987036,0.007193478],"study_design_scores_gemma":[0.0013318365,0.0003265109,0.00028849303,0.000378586,0.0001191758,0.00034395943,0.000032970653,0.92389166,0.07177444,0.00021424555,0.0010194563,0.00027863454],"about_ca_topic_score_codex":0.0000032288149,"about_ca_topic_score_gemma":6.317603e-7,"teacher_disagreement_score":0.8323013,"about_ca_system_score_codex":0.000047228277,"about_ca_system_score_gemma":0.000019162244,"threshold_uncertainty_score":0.6746212},"labels":[],"label_agreement":null},{"id":"W1967698953","doi":"10.1002/mmce.20161","title":"Ultra-wideband slot antenna for wireless communication systems","year":2006,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"UMTS frequency bands; Omnidirectional antenna; Slot antenna; Stub (electronics); Microstrip; Microstrip antenna; Wireless; Microwave; Electrical engineering; Return loss; Wideband; Electronic engineering; Computer science; Acoustics; Physics; Telecommunications; Antenna (radio); Engineering","score_opus":0.006661107492511843,"score_gpt":0.19584079493364628,"score_spread":0.18917968744113445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967698953","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":[0.100822814,0.0027737343,0.89539236,0.00007982602,0.0007515288,0.00006877919,0.000011216566,0.00005395572,0.000045773664],"genre_scores_gemma":[0.9889135,0.0005839133,0.009740392,0.000025461217,0.0006424943,0.000003511668,0.000018526169,0.000029645387,0.000042581698],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990891,0.000011012844,0.00048808102,0.000093524206,0.00015823019,0.00016002965],"domain_scores_gemma":[0.9992779,0.00015037462,0.00012205559,0.000096114374,0.00030206572,0.00005152832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020289369,0.00015992313,0.0002663133,0.0002710975,0.000033672317,0.00015053504,0.0002800833,0.00005978638,0.0000016153631],"category_scores_gemma":[0.000010637949,0.00015480923,0.0001352533,0.00008057789,0.000020086241,0.00021447743,0.000020954594,0.0001450348,0.0000011806009],"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":[0.00002443361,0.0000326188,0.00023618943,0.000079907164,0.0004153753,0.000028002323,0.00009861204,0.06918177,0.9232229,0.0028124007,0.0010587365,0.0028090698],"study_design_scores_gemma":[0.0009533507,0.000051477866,0.00044868139,0.0004238899,0.000057621328,0.00044799212,0.00003958267,0.9861347,0.007698264,0.00014944556,0.0033552235,0.00023977474],"about_ca_topic_score_codex":0.000019503992,"about_ca_topic_score_gemma":0.0000033038118,"teacher_disagreement_score":0.9169529,"about_ca_system_score_codex":0.00007292023,"about_ca_system_score_gemma":0.000010677877,"threshold_uncertainty_score":0.6312937},"labels":[],"label_agreement":null},{"id":"W2003962124","doi":"10.1002/mmce.20521","title":"Analysis of frequency-selective impedance loading of transmission lines for dual-band couplers","year":2011,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","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":"University of Calgary","funders":"","keywords":"Stub (electronics); Balun; Multi-band device; Transmission line; Electrical impedance; Impedance matching; Microwave; Electric power transmission; Electronic engineering; Radio spectrum; Frequency band; Fabrication; Electrical length; Electrical engineering; Engineering; Materials science; Acoustics; Computer science; Physics; Telecommunications; Slot antenna","score_opus":0.01265928533270101,"score_gpt":0.2201921575573293,"score_spread":0.2075328722246283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003962124","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":[0.44259605,0.00121505,0.5555776,0.0000058710784,0.0004750678,0.000049761333,0.000020786245,0.000021611804,0.00003822619],"genre_scores_gemma":[0.9320642,0.0004815641,0.06724364,0.000005099322,0.00016260112,0.0000018084742,0.00000738016,0.00002884255,0.00000486977],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987929,0.0000068899594,0.0007190739,0.00013032372,0.00017399772,0.00017684196],"domain_scores_gemma":[0.9990106,0.00014756263,0.00020591606,0.000090654095,0.00045930815,0.000085952066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024103139,0.00020004822,0.0004952566,0.0007629865,0.00001478494,0.000016706754,0.00021308822,0.000081278326,0.000006624969],"category_scores_gemma":[0.000033453758,0.00019670014,0.0002815641,0.00026893112,0.000030097364,0.0001642782,0.000017518903,0.00014965254,1.2925217e-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":[0.000045147888,0.00003160476,0.00051068084,0.000169259,0.0024601554,0.000013020852,0.001156866,0.20172083,0.78639245,0.00023108974,0.00007691395,0.0071919574],"study_design_scores_gemma":[0.000759516,0.00017627371,0.003462598,0.0004298805,0.0003916444,0.000097941134,0.00003484294,0.39125714,0.60282207,0.000116040916,0.0002183654,0.00023369699],"about_ca_topic_score_codex":0.000013238706,"about_ca_topic_score_gemma":0.000002148911,"teacher_disagreement_score":0.48946813,"about_ca_system_score_codex":0.000056455825,"about_ca_system_score_gemma":0.000024585413,"threshold_uncertainty_score":0.8021199},"labels":[],"label_agreement":null},{"id":"W2020444559","doi":"10.1002/1099-047x(200007)10:4<213::aid-mmce3>3.0.co;2-v","title":"FDTD analysis of photoconducting antennas for millimeter-wave generation","year":2000,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Electromagnetic Simulation and Numerical Methods","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"University of Waterloo; Dalhousie University","keywords":"Finite-difference time-domain method; Extremely high frequency; Antenna (radio); Microwave; Optics; Millimeter; Computer science; Numerical modeling; Time domain; Acoustics; Physics; Optoelectronics; Telecommunications","score_opus":0.024564884352370087,"score_gpt":0.261749271167783,"score_spread":0.23718438681541293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020444559","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":[0.5195215,0.0003538557,0.47960696,0.000023976072,0.00038207596,0.00006298548,0.000005758273,0.000015823594,0.000027084274],"genre_scores_gemma":[0.8234403,0.00018686094,0.1759326,0.000037068283,0.00035528888,0.0000031109523,0.000010595433,0.000016880926,0.000017257831],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990689,0.000014830843,0.00053167326,0.00010279214,0.00014826423,0.00013352503],"domain_scores_gemma":[0.9993554,0.00017710566,0.00010611068,0.000067967325,0.00022764468,0.00006577869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002194731,0.00013142322,0.00032240423,0.0004379603,0.000016797647,0.000040340783,0.00011760212,0.000051735748,0.000052637282],"category_scores_gemma":[0.000031259176,0.0001300483,0.0001975188,0.00023055112,0.000013835561,0.000130144,0.000011900218,0.00010811136,3.5678704e-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":[0.000019749219,0.00001709232,0.000048366335,0.000018221586,0.001005486,0.0000058436426,0.0001513559,0.28696752,0.5729214,0.000043176617,0.0000617651,0.13874005],"study_design_scores_gemma":[0.00056501414,0.00014410554,0.0009083833,0.000048471942,0.000189534,0.00007865782,0.000006779713,0.9102066,0.08632083,0.000039724277,0.0013636907,0.00012818683],"about_ca_topic_score_codex":0.0000026951825,"about_ca_topic_score_gemma":9.527413e-7,"teacher_disagreement_score":0.6232391,"about_ca_system_score_codex":0.000040807416,"about_ca_system_score_gemma":0.000008869413,"threshold_uncertainty_score":0.53032154},"labels":[],"label_agreement":null},{"id":"W2023112027","doi":"10.1002/1099-047x(200007)10:4<238::aid-mmce5>3.0.co;2-e","title":"New behavioral-level simulation technique for RF/microwave applications. Part II: Approximation of nonlinear transfer functions","year":2000,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","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":"École de Technologie Supérieure","funders":"","keywords":"Nonlinear system; Transfer function; Electronic engineering; Representation (politics); Microwave; Computer science; Series (stratigraphy); Filter (signal processing); Noise (video); Electronic circuit; Control theory (sociology); Algorithm; Engineering; Telecommunications; Physics; Electrical engineering","score_opus":0.018183875425446028,"score_gpt":0.2439914084541809,"score_spread":0.22580753302873488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023112027","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":[0.06394805,0.00045093932,0.9343905,0.000039529645,0.00060103665,0.00034702226,0.00008292622,0.00008627207,0.0000537338],"genre_scores_gemma":[0.7650079,0.00022852868,0.2334172,0.000015569753,0.00096918293,0.00002893976,0.00008118997,0.000062647734,0.00018880764],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99861544,0.0000069668504,0.00078634004,0.00017735088,0.00020386669,0.0002100145],"domain_scores_gemma":[0.9992244,0.000094489646,0.00008784904,0.0001450976,0.000325147,0.00012300424],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020045017,0.00025749102,0.00032784216,0.00036051002,0.000048246777,0.000054790242,0.0002468324,0.00013849897,0.00003897396],"category_scores_gemma":[0.000009573147,0.0002792449,0.00019498153,0.00015316167,0.00002157026,0.000278024,0.000024725972,0.00022851411,0.0000025259799],"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":[0.0000326047,0.00005539592,0.00001000773,0.00009535776,0.00016354516,0.0000027073672,0.00017883988,0.57965386,0.2993113,0.00015695915,0.00050900463,0.119830385],"study_design_scores_gemma":[0.0022310184,0.00039454497,0.00021958194,0.00066631805,0.00017701295,0.00043619858,0.000026443566,0.5219216,0.38689756,0.00026628727,0.086084075,0.0006794181],"about_ca_topic_score_codex":0.000005326515,"about_ca_topic_score_gemma":0.000001717392,"teacher_disagreement_score":0.7010599,"about_ca_system_score_codex":0.00009767224,"about_ca_system_score_gemma":0.000040019924,"threshold_uncertainty_score":0.99996597},"labels":[],"label_agreement":null},{"id":"W2034129850","doi":"10.1002/mmce.20690","title":"Trust region-based optimization of PKI neural models for RF/microwave devices","year":2012,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Microwave; Process (computing); Artificial neural network; Computer science; Radio frequency; Sensitivity (control systems); Public key infrastructure; Electronic engineering; Multilayer perceptron; Data mining; Artificial intelligence; Engineering; Telecommunications; Computer network; Public-key cryptography","score_opus":0.015126165633697527,"score_gpt":0.22075610107353907,"score_spread":0.20562993543984154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034129850","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":[0.14819889,0.0014939711,0.8486968,0.00006847102,0.0012863858,0.0000850707,0.0000098092105,0.000034080695,0.00012649102],"genre_scores_gemma":[0.8990541,0.00013943797,0.10023151,0.00006969049,0.00045782354,0.0000028836766,0.000010399065,0.00002920051,0.000004955036],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990057,0.000006927835,0.0004926557,0.0000934094,0.00017251742,0.00022880561],"domain_scores_gemma":[0.9992117,0.00016315395,0.0001524365,0.00007744641,0.00026828016,0.00012696158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015500358,0.0001799754,0.0002742273,0.00023474134,0.000019714942,0.000050997576,0.00024013942,0.000079075166,0.000004367955],"category_scores_gemma":[0.000019313602,0.00017314556,0.00014385158,0.0000737046,0.000024593386,0.0004911117,0.000036543854,0.00014754901,4.0360618e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003690183,0.000033104177,0.00015504587,0.0001242468,0.00016892063,0.00000644871,0.00013461323,0.9783843,0.01290689,0.00086681586,0.00010676368,0.007075925],"study_design_scores_gemma":[0.0007830777,0.00006715011,0.00034937452,0.00021137924,0.000041350064,0.00015720652,0.000017536964,0.977791,0.019676305,0.00006197553,0.000675221,0.00016841496],"about_ca_topic_score_codex":0.0000024072958,"about_ca_topic_score_gemma":8.1633965e-7,"teacher_disagreement_score":0.7508552,"about_ca_system_score_codex":0.00007053746,"about_ca_system_score_gemma":0.000020690157,"threshold_uncertainty_score":0.7060671},"labels":[],"label_agreement":null},{"id":"W2034408265","doi":"10.1002/mmce.20572","title":"Application of neural networks in space-mapping optimization of microwave filters","year":2011,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Microwave Engineering and Waveguides","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":"Carleton University; COM DEV International; University of Ontario Institute of Technology","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; University of Victoria","keywords":"Space mapping; Microwave; Dimension (graph theory); Filter (signal processing); Artificial neural network; Sensitivity (control systems); Representation (politics); Waveguide filter; Coupling (piping); Computer science; Electronic engineering; Algorithm; Prototype filter; Filter design; Topology (electrical circuits); Mathematics; Engineering; Artificial intelligence; Telecommunications","score_opus":0.009241722659038833,"score_gpt":0.18840192200925468,"score_spread":0.17916019935021585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034408265","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":[0.18941113,0.0007724288,0.80890095,0.0000115487,0.00073135924,0.000069169684,0.0000038743315,0.000026833784,0.000072727955],"genre_scores_gemma":[0.89060694,0.00027298817,0.10889956,0.000007836419,0.00017207062,0.0000016670466,0.0000068718605,0.000030154562,0.0000018940256],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99875396,0.00001199041,0.0007724352,0.0001254083,0.00015273913,0.00018348031],"domain_scores_gemma":[0.9993047,0.00006784718,0.00022703201,0.000113957336,0.0002177357,0.000068697795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022260161,0.00019591521,0.00034563217,0.00057050295,0.000008352299,0.000017830142,0.00027107424,0.000092664486,0.000004116863],"category_scores_gemma":[0.000020574204,0.00021238533,0.00010906874,0.00019094745,0.000031063042,0.00020180945,0.00005864329,0.00022837517,2.3461345e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018517667,0.00002629586,0.0006712511,0.00008586579,0.00012670133,0.0000150768,0.00053233723,0.88267773,0.105850875,0.00022562161,0.000036477762,0.009733246],"study_design_scores_gemma":[0.00056619965,0.00005643231,0.002441948,0.00030993126,0.000015229662,0.00016393223,0.00003694313,0.95795506,0.0381722,0.000033271568,0.000080774385,0.00016808837],"about_ca_topic_score_codex":0.000018049835,"about_ca_topic_score_gemma":0.0000018505755,"teacher_disagreement_score":0.70119584,"about_ca_system_score_codex":0.000068146626,"about_ca_system_score_gemma":0.000011565032,"threshold_uncertainty_score":0.86608225},"labels":[],"label_agreement":null},{"id":"W2051403954","doi":"10.1002/mmce.20186","title":"Design, analysis, and measurement of a new dual-band compact hybrid resonator antenna","year":2006,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","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":"Université du Québec à Montréal; Institut National de la Recherche Scientifique","funders":"","keywords":"Multi-band device; Resonator; Microstrip; Dielectric resonator antenna; Radiator (engine cooling); Antenna (radio); Microwave; Microstrip antenna; Slot antenna; Electrical engineering; Dielectric; Patch antenna; Acoustics; Physics; Electronic engineering; Materials science; Engineering; Optics; Telecommunications","score_opus":0.012373293255319481,"score_gpt":0.20148864879694456,"score_spread":0.18911535554162506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051403954","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":[0.20865826,0.0034566124,0.787526,0.00006440358,0.0002185304,0.00003711883,0.000005201807,0.000023958575,0.000009879959],"genre_scores_gemma":[0.9784357,0.00043565888,0.020766342,0.000015437516,0.0003068286,2.7483398e-7,0.0000040734453,0.0000194359,0.000016281998],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987316,0.00001670855,0.0005784637,0.00012853552,0.00037713302,0.00016756104],"domain_scores_gemma":[0.9992591,0.00006347216,0.0001604266,0.00008233165,0.00031373734,0.00012089464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032838035,0.00019762051,0.00044062233,0.0006747686,0.000018639828,0.00008097763,0.00015557531,0.00003969175,0.0000070119327],"category_scores_gemma":[0.000014452529,0.00018485473,0.00018056438,0.00021268878,0.000025126168,0.00015901338,0.00002421763,0.0001523779,5.5749837e-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":[0.000042049236,0.000039525254,0.0015056329,0.000042392207,0.002585622,0.00014449061,0.00010942771,0.072926894,0.9182526,0.000065180764,0.0008458597,0.003440335],"study_design_scores_gemma":[0.0018080147,0.00015848089,0.020979859,0.0004455696,0.00075150473,0.0007715363,0.000026538888,0.8341193,0.13936561,0.00026356266,0.00086686976,0.0004431281],"about_ca_topic_score_codex":0.00005174932,"about_ca_topic_score_gemma":0.0000066262046,"teacher_disagreement_score":0.778887,"about_ca_system_score_codex":0.000076738725,"about_ca_system_score_gemma":0.000029927818,"threshold_uncertainty_score":0.7538157},"labels":[],"label_agreement":null},{"id":"W2061394922","doi":"10.1002/(sici)1099-047x(200005)10:3<190::aid-mmce6>3.0.co;2-9","title":"Use of 3D field simulators in the synthesis of waveguide capacitive iris coupled lowpass filters","year":2000,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Microwave Engineering and Waveguides","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 Saskatchewan","funders":"","keywords":"Capacitive sensing; Band-pass filter; Waveguide filter; Waveguide; Low-pass filter; Filter (signal processing); Electromagnetic field; Finite element method; Discontinuity (linguistics); Computer science; Electronic engineering; Acoustics; Prototype filter; Mathematics; Engineering; Physics; Optics; Electrical engineering; Mathematical analysis","score_opus":0.010338399582971534,"score_gpt":0.20622227488512657,"score_spread":0.19588387530215504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061394922","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":[0.88684785,0.0003854494,0.111987144,0.000071850816,0.0005155159,0.000072143754,0.00001952619,0.000021764445,0.000078740624],"genre_scores_gemma":[0.98333126,0.0004957536,0.015908156,0.000046146983,0.00017684809,0.0000018168291,0.0000025540119,0.000026981992,0.000010499075],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866223,0.000022864839,0.00074565056,0.000114067836,0.0002619906,0.00019320297],"domain_scores_gemma":[0.9986959,0.00081662,0.00012235716,0.00014142104,0.00016653448,0.000057155918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029245878,0.00021132543,0.0003808115,0.00035888216,0.000012451881,0.000044740118,0.0003439449,0.00008609787,0.000026875847],"category_scores_gemma":[0.00011151291,0.0001816347,0.00014147162,0.00014977962,0.00003638796,0.00022021607,0.000028811055,0.0002706616,9.700063e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046675366,0.000042559706,0.00021106351,0.000108341,0.00035008282,0.000081297825,0.0009389428,0.8740686,0.10033511,0.00008647697,0.0005056253,0.02322523],"study_design_scores_gemma":[0.0007848424,0.00015448846,0.00283256,0.001196709,0.00006423064,0.00043394897,0.00008544175,0.8310804,0.16013855,0.000031397514,0.0028569147,0.00034054142],"about_ca_topic_score_codex":0.00004673509,"about_ca_topic_score_gemma":0.0000035635662,"teacher_disagreement_score":0.09648338,"about_ca_system_score_codex":0.000058182293,"about_ca_system_score_gemma":0.000017062252,"threshold_uncertainty_score":0.74068487},"labels":[],"label_agreement":null},{"id":"W2065054227","doi":"10.1002/mmce.20630","title":"Parametric modeling of microwave passive components using combined neural networks and transfer functions in the time and frequency","year":2012,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":13,"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":"Transfer function; Parametric statistics; Frequency domain; Passivity; Artificial neural network; Control theory (sociology); Time domain; Computer science; Parametric model; Frequency response; Electronic engineering; Capacitor; Microwave; Engineering; Mathematics; Telecommunications; Voltage; Artificial intelligence; Electrical engineering","score_opus":0.01402245014820795,"score_gpt":0.20477200078721117,"score_spread":0.19074955063900323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065054227","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":[0.5759536,0.002227636,0.421239,0.000023583358,0.00047649458,0.000054101325,0.0000051112893,0.000013227686,0.000007245763],"genre_scores_gemma":[0.99093693,0.00024765392,0.008455768,0.000024425168,0.0002966643,0.0000012125932,0.0000070812557,0.000028866318,0.0000014106729],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988963,0.000026107275,0.0005433811,0.00011166343,0.00016536095,0.00025716153],"domain_scores_gemma":[0.9994752,0.00017170218,0.00006122733,0.00008229217,0.000108962195,0.00010065969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029244108,0.00022070417,0.00031458124,0.0004372224,0.000030305497,0.0000674435,0.00017078835,0.0000855128,0.0000016768032],"category_scores_gemma":[0.000019096025,0.00019351926,0.000074616175,0.00017282313,0.000035220768,0.0002914923,0.000045494628,0.00034855778,2.4685247e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015806423,0.000036002377,0.0012161478,0.000049992155,0.00018920831,0.000018823232,0.00046147977,0.90058875,0.09425904,0.00014892848,0.000016629816,0.0029991672],"study_design_scores_gemma":[0.0007102357,0.000054024866,0.003221899,0.00020482637,0.000045996185,0.0008463569,0.000040871342,0.993674,0.0009672069,0.000036091125,0.000017965689,0.00018056555],"about_ca_topic_score_codex":0.000020583146,"about_ca_topic_score_gemma":0.0000018463725,"teacher_disagreement_score":0.4149833,"about_ca_system_score_codex":0.00005365781,"about_ca_system_score_gemma":0.0000075609046,"threshold_uncertainty_score":0.78914857},"labels":[],"label_agreement":null},{"id":"W2073598056","doi":"10.1002/mmce.1004","title":"Numerical analysis of sleeve monopole in parallel-plate waveguide","year":2001,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","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":"Polytechnique Montréal","funders":"","keywords":"Magnetic monopole; Electrical impedance; Monopole antenna; Acoustics; Coaxial; Fourier series; Boundary value problem; Modal analysis; Microwave; Physics; Engineering; Electrical engineering; Mathematical analysis; Antenna (radio); Mathematics; Vibration","score_opus":0.0076459140630203044,"score_gpt":0.21809598774114675,"score_spread":0.21045007367812643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073598056","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":[0.45727953,0.0010310739,0.5407018,0.00004485602,0.00071989483,0.00003667101,0.000005851406,0.000038155296,0.00014216377],"genre_scores_gemma":[0.9678729,0.00084373297,0.030958554,0.000023982368,0.0002403744,0.0000013301067,0.000009680653,0.00003205692,0.000017369268],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984764,0.000012952043,0.0008515985,0.00015512148,0.0002437155,0.00026021063],"domain_scores_gemma":[0.99931735,0.000120305456,0.00013452188,0.00013076053,0.00017501184,0.00012203365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025539534,0.00023819208,0.00054927164,0.0012172074,0.000011344033,0.00004804997,0.00032229122,0.000092421134,0.000017405819],"category_scores_gemma":[0.000031068386,0.00024460995,0.00022541324,0.0005026959,0.000022168222,0.000194365,0.000052836476,0.000285856,0.0000019298536],"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":[0.000027406837,0.000034963035,0.0015557428,0.000032020114,0.0013001222,0.00019809905,0.00026746508,0.9400734,0.048241284,0.00021892537,0.0001638969,0.007886722],"study_design_scores_gemma":[0.00087209285,0.0000669838,0.013674672,0.00022166994,0.00013923907,0.0004283798,0.00002122562,0.9717347,0.009832927,0.00006697148,0.0026518225,0.00028931795],"about_ca_topic_score_codex":0.000027304512,"about_ca_topic_score_gemma":0.0000062893096,"teacher_disagreement_score":0.5105934,"about_ca_system_score_codex":0.00011721141,"about_ca_system_score_gemma":0.00001712605,"threshold_uncertainty_score":0.9974904},"labels":[],"label_agreement":null},{"id":"W2082351258","doi":"10.1002/mmce.10016","title":"Robust training of microwave neural models","year":2001,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":30,"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":"Artificial neural network; Microwave; Computer science; Process (computing); Task (project management); Microwave engineering; Macro; Artificial intelligence; Key (lock); Machine learning; Engineering; Systems engineering; Telecommunications","score_opus":0.022806646071395487,"score_gpt":0.20429454314243986,"score_spread":0.18148789707104437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082351258","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":[0.6656715,0.00020885367,0.33220512,0.000166674,0.00077222794,0.00002769064,5.849742e-7,0.0000092721275,0.000938028],"genre_scores_gemma":[0.94859356,0.00011703494,0.050797243,0.00010593234,0.00034754715,6.9265326e-8,0.0000013103403,0.000013687616,0.00002364952],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990665,0.000011445813,0.00038476058,0.00012714475,0.00024783422,0.00016233113],"domain_scores_gemma":[0.9995407,0.000058223555,0.00018667609,0.000067198176,0.000060906394,0.00008633815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015581964,0.00013234874,0.00020720791,0.00012070608,0.00002228476,0.000038670758,0.0002224584,0.00005134285,0.000008606395],"category_scores_gemma":[0.000013193712,0.00011921006,0.00010710411,0.000083132676,0.000049617527,0.00026739755,0.00011883863,0.00017953277,0.0000017131202],"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":[0.000037532736,0.000033822216,0.0010040113,0.0000075295848,0.0001111178,0.00022976552,0.0011741996,0.46540642,0.24358417,0.00007705333,0.00022870615,0.28810567],"study_design_scores_gemma":[0.0021100263,0.00028836716,0.03958612,0.0005109975,0.00007128516,0.011072127,0.00027192532,0.9118304,0.029305985,0.001098376,0.0033180213,0.00053634343],"about_ca_topic_score_codex":0.0000357571,"about_ca_topic_score_gemma":0.000018932154,"teacher_disagreement_score":0.446424,"about_ca_system_score_codex":0.00006732116,"about_ca_system_score_gemma":0.000009940071,"threshold_uncertainty_score":0.48612452},"labels":[],"label_agreement":null},{"id":"W2096967253","doi":"10.1002/mmce.20896","title":"Effect of stepped-impedance resonators on rectangular metamaterial unit cells","year":2015,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Miniaturization; Metamaterial; Resonator; Electrical impedance; Spiral (railway); Materials science; Microwave; Unit (ring theory); Resonance (particle physics); Optoelectronics; Acoustics; Electrical engineering; Electronic engineering; Physics; Engineering; Mathematics; Telecommunications; Nanotechnology; Mechanical engineering","score_opus":0.008256792319843796,"score_gpt":0.2176873356670723,"score_spread":0.2094305433472285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096967253","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":[0.81129354,0.00069782586,0.18600813,0.000019066882,0.0018508298,0.000045293982,0.00000742061,0.000035568697,0.000042347012],"genre_scores_gemma":[0.9936927,0.00017135726,0.0056002713,0.00001585412,0.00047187562,8.307833e-7,0.0000029132366,0.000027623877,0.000016601622],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989958,0.00003663433,0.00042392898,0.00010125789,0.00029589306,0.00014651545],"domain_scores_gemma":[0.99932784,0.00012810797,0.00012439846,0.00008983978,0.00020245445,0.00012735132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043696555,0.00018759548,0.000365933,0.00034624306,0.000010240544,0.00004970156,0.0002564549,0.00006232812,0.0000049235714],"category_scores_gemma":[0.000036853475,0.00016262324,0.00013977353,0.00011206202,0.000020031608,0.00014220616,0.000042124633,0.00017538191,0.0000038206063],"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":[0.00022752059,0.000024726498,0.00010774791,0.00009414664,0.0007193941,0.00016852203,0.00025588946,0.07167701,0.9130376,0.0002076473,0.00045188234,0.01302794],"study_design_scores_gemma":[0.0023076688,0.000915714,0.00013200604,0.0005798988,0.00013672063,0.00028745367,0.000030968018,0.2588879,0.7334428,0.00006130841,0.0028983904,0.00031920613],"about_ca_topic_score_codex":0.000003917247,"about_ca_topic_score_gemma":3.8002835e-7,"teacher_disagreement_score":0.18721087,"about_ca_system_score_codex":0.000063207975,"about_ca_system_score_gemma":0.000016578268,"threshold_uncertainty_score":0.6631583},"labels":[],"label_agreement":null},{"id":"W2108029065","doi":"10.1002/mmce.20172","title":"Simplified space-mapping approach to enhancement of microwave device models","year":2006,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Space mapping; Schematic; Computer science; Microwave; Microstrip; Transformer; Software; Electronic engineering; Algorithm; Electrical engineering; Engineering; Voltage; Programming language; Telecommunications","score_opus":0.012856870727336687,"score_gpt":0.2040008857698931,"score_spread":0.1911440150425564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108029065","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":[0.24571273,0.0010492331,0.75133055,0.000039077087,0.0009561086,0.00009170976,0.0000084624335,0.00005681034,0.00075532275],"genre_scores_gemma":[0.8286471,0.00012239978,0.17052166,0.000027407023,0.00059328065,0.0000032023106,0.000010133769,0.000047029276,0.000027831897],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99828416,0.000010876512,0.00085707486,0.00020974161,0.0003156347,0.00032254012],"domain_scores_gemma":[0.9990945,0.00009922378,0.00015808681,0.0001596497,0.00034470134,0.00014386458],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026995706,0.00031957502,0.00045827305,0.00060547714,0.000023024228,0.00008759117,0.00039739336,0.000096277116,0.0000027693252],"category_scores_gemma":[0.000018626459,0.00033535878,0.00016100745,0.00020015059,0.000021675392,0.00023637143,0.00011289182,0.00025908925,0.0000027207275],"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":[0.000009940466,0.000039137594,0.000011001583,0.00010872127,0.0001824717,0.000014000875,0.00028164696,0.52858067,0.46433485,0.001226278,0.00095085107,0.004260469],"study_design_scores_gemma":[0.0010395062,0.00007735793,0.00032617452,0.00067565596,0.0000422402,0.0005214206,0.0000712182,0.6466047,0.34325078,0.000481732,0.0063627716,0.0005464111],"about_ca_topic_score_codex":0.0000121802495,"about_ca_topic_score_gemma":0.000001670647,"teacher_disagreement_score":0.5829343,"about_ca_system_score_codex":0.0001484444,"about_ca_system_score_gemma":0.000025891528,"threshold_uncertainty_score":0.9999098},"labels":[],"label_agreement":null},{"id":"W2118396033","doi":"10.1002/mmce.20864","title":"A high efficiency inductor-less broadband fully integrated CMOS power amplifier","year":2014,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Radio Frequency Integrated Circuit Design","field":"Engineering","cited_by":2,"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":"Indian Institute of Technology Delhi; University of Calgary","keywords":"Amplifier; Inductor; Broadband; Electrical engineering; CMOS; RF power amplifier; Ultra high frequency; Power (physics); Power-added efficiency; Power bandwidth; Linear amplifier; Direct-coupled amplifier; Materials science; Engineering; Optoelectronics; Electronic engineering; Physics; Operational amplifier; Telecommunications","score_opus":0.006528935082094004,"score_gpt":0.1865183450171543,"score_spread":0.1799894099350603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118396033","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":[0.47192505,0.0004088552,0.5238621,0.000047349564,0.0033048138,0.00006006416,0.000008033748,0.000094632735,0.00028907132],"genre_scores_gemma":[0.9904466,0.00010117831,0.008615725,0.00008296782,0.0006614008,0.0000028338281,0.000008367365,0.000060254024,0.00002064321],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983602,0.000030819392,0.00070648885,0.00021234518,0.0003620982,0.0003280316],"domain_scores_gemma":[0.99886876,0.0001421064,0.00015339372,0.0001706638,0.00047703108,0.000188016],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033488718,0.00034027928,0.00041387408,0.0005279926,0.000032978194,0.00021603327,0.0005689863,0.00015258358,0.000022774544],"category_scores_gemma":[0.0000785994,0.0003152303,0.00013734523,0.0002136224,0.000046340676,0.00034479794,0.000018833633,0.0005940444,0.000009978416],"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":[0.00003236878,0.00006724268,0.00019902863,0.00005290536,0.00065026205,0.00018821526,0.0005936511,0.20024186,0.73184377,0.0052739894,0.0013851163,0.05947159],"study_design_scores_gemma":[0.007936123,0.0014194009,0.0076893778,0.0030219336,0.00024223454,0.010451973,0.00032630112,0.35060245,0.56936866,0.003089487,0.04281522,0.0030368527],"about_ca_topic_score_codex":0.000019556548,"about_ca_topic_score_gemma":0.0000022264799,"teacher_disagreement_score":0.51852155,"about_ca_system_score_codex":0.0002301998,"about_ca_system_score_gemma":0.00004766966,"threshold_uncertainty_score":0.99992996},"labels":[],"label_agreement":null},{"id":"W2170935679","doi":"10.1002/mmce.20559","title":"Novel compact dual-narrow/wideband branch-line couplers using T-Shaped stepped-impedance-stub lines","year":2011,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","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":"University of Alberta","funders":"","keywords":"Wideband; Stub (electronics); Narrowband; Resonator; Electrical impedance; Transmission line; Physics; Microwave; Multi-band device; Bandwidth (computing); Electric power transmission; Acoustics; Electrical engineering; Optics; Electronic engineering; Engineering; Telecommunications","score_opus":0.030423859279903927,"score_gpt":0.23540064117053874,"score_spread":0.2049767818906348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170935679","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":[0.49713376,0.001667634,0.49838936,0.000028970864,0.0025047276,0.00007145133,0.000023645645,0.00011614244,0.00006429199],"genre_scores_gemma":[0.953471,0.00036114577,0.04473071,0.000059673275,0.0012491128,0.0000010015873,0.000011000708,0.00009355807,0.000022771002],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99812114,0.000011155737,0.0008866887,0.00023560386,0.00033447327,0.00041095386],"domain_scores_gemma":[0.99889773,0.00011365592,0.00020004522,0.00017710363,0.00036917237,0.00024226989],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029781702,0.00043947157,0.0005365952,0.0005216866,0.00004752975,0.00012365585,0.00038711616,0.00013619268,0.00002288316],"category_scores_gemma":[0.000046118286,0.00044208393,0.00021131008,0.00017176522,0.000049216054,0.00041536786,0.00007897194,0.00044128922,0.000005225327],"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":[0.000037465605,0.000049415878,0.00019185575,0.00008739875,0.00042088033,0.00009890073,0.0004886136,0.27701458,0.71834975,0.00008584082,0.0003877008,0.002787608],"study_design_scores_gemma":[0.0022943008,0.00017703223,0.0021185551,0.0007601908,0.000101220554,0.003317459,0.00004079207,0.84532744,0.14237428,0.00006300338,0.0027088562,0.0007168485],"about_ca_topic_score_codex":0.000029741766,"about_ca_topic_score_gemma":0.0000042269376,"teacher_disagreement_score":0.5759755,"about_ca_system_score_codex":0.00015207172,"about_ca_system_score_gemma":0.00004281752,"threshold_uncertainty_score":0.99980307},"labels":[],"label_agreement":null},{"id":"W2522729713","doi":"10.1002/mmce.21053","title":"Analytic study on CP enhancement of millimeter wave DR and patch subarray antennas","year":2016,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":21,"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; Concordia University","funders":"","keywords":"Bandwidth (computing); Extremely high frequency; Impedance matching; Split-ring resonator; Patch antenna; Resonator; Dielectric; Electrical impedance; Materials science; Optics; Antenna (radio); Acoustics; Computer science; Optoelectronics; Physics; Engineering; Electrical engineering; Telecommunications","score_opus":0.012873737438849349,"score_gpt":0.21704521328493798,"score_spread":0.20417147584608863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522729713","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":[0.60312486,0.00033620925,0.39606744,0.00007721704,0.00032517477,0.000040881176,0.0000037637387,0.000012129968,0.000012303821],"genre_scores_gemma":[0.9960682,0.0005236348,0.0031069778,0.000026981226,0.00020323216,0.0000011337089,8.8096596e-7,0.000020785152,0.00004819342],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989351,0.000014731223,0.00050086924,0.00014057035,0.0002510839,0.00015762322],"domain_scores_gemma":[0.99938685,0.00011142695,0.00011852367,0.00009754643,0.00019058131,0.00009506463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020378997,0.00018727122,0.00033586842,0.00038597372,0.000014731541,0.00004017403,0.0001547521,0.000040446703,0.000014503845],"category_scores_gemma":[0.000017524122,0.00013551071,0.00011271445,0.000085119376,0.000025591777,0.0001421088,0.00004783834,0.000116206764,0.0000021703206],"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":[0.00004587229,0.00010238941,0.0021486531,0.0000328081,0.0011516372,0.00013368094,0.00055482774,0.00054599455,0.9754115,0.0000480917,0.00012617324,0.019698417],"study_design_scores_gemma":[0.011176715,0.0039060551,0.06516666,0.0042564725,0.00078554364,0.0013041813,0.000913782,0.37965778,0.5289137,0.00035104185,0.0017369589,0.001831142],"about_ca_topic_score_codex":0.000004826453,"about_ca_topic_score_gemma":0.0000020991056,"teacher_disagreement_score":0.44649777,"about_ca_system_score_codex":0.000060048438,"about_ca_system_score_gemma":0.00000902321,"threshold_uncertainty_score":0.5525966},"labels":[],"label_agreement":null},{"id":"W2529834581","doi":"10.1002/mmce.1017","title":"Broadband physics-based modeling of microwave passive devices through frequency mapping","year":2001,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","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":"McMaster University","funders":"","keywords":"Microstrip; Broadband; Microwave; Electronic engineering; Computer science; Frequency response; Frequency band; Center frequency; Microstrip antenna; Coplanar waveguide; Acoustics; Physics; Bandwidth (computing); Engineering; Telecommunications; Electrical engineering; Band-pass filter; Antenna (radio)","score_opus":0.014707275430253765,"score_gpt":0.2186961972381136,"score_spread":0.20398892180785982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529834581","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":[0.30133626,0.0016909562,0.69550836,0.00006055515,0.0011073875,0.00005727757,0.000009108995,0.00006731231,0.00016277756],"genre_scores_gemma":[0.890183,0.00053336006,0.10834982,0.00006254811,0.0007957656,0.0000019128559,0.000010331397,0.00005708554,0.000006220834],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99831694,0.000013695014,0.0008452243,0.0002018279,0.0003035221,0.00031878432],"domain_scores_gemma":[0.99897027,0.000111486646,0.00020707707,0.00015944298,0.00043781218,0.00011392018],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016902952,0.00034594486,0.00047943342,0.00032471752,0.000033181106,0.00009454035,0.0004044071,0.00011556006,0.000007432646],"category_scores_gemma":[0.00002720214,0.00035718334,0.00022030732,0.00019801206,0.000035274985,0.00040267664,0.00006368349,0.00035616523,0.0000023044438],"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":[0.000012958732,0.00003015335,0.00021429645,0.00013659838,0.000360004,0.00009657536,0.000383143,0.7134602,0.2759054,0.00026288436,0.00011693695,0.009020883],"study_design_scores_gemma":[0.0011437433,0.00008292108,0.0003161929,0.001127751,0.000048162536,0.00059221406,0.00005534139,0.9363479,0.057790335,0.000479479,0.0015865783,0.000429375],"about_ca_topic_score_codex":0.000016625301,"about_ca_topic_score_gemma":0.0000028576542,"teacher_disagreement_score":0.5888467,"about_ca_system_score_codex":0.00012488266,"about_ca_system_score_gemma":0.000044459208,"threshold_uncertainty_score":0.999888},"labels":[],"label_agreement":null},{"id":"W2743481168","doi":"10.1002/mmce.21157","title":"A decoupled source current reconstruction method for noisy and reactive near-field to far-field transformation","year":2017,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Electromagnetic Compatibility and Measurements","field":"Engineering","cited_by":0,"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":"University of Alberta","keywords":"Tikhonov regularization; Transformation (genetics); Field (mathematics); Noise (video); Integral equation; Algorithm; Current (fluid); Mathematics; Mathematical analysis; Computer science; Physics; Inverse problem; Artificial intelligence","score_opus":0.01238913790340019,"score_gpt":0.26889750099671245,"score_spread":0.25650836309331226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743481168","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":[0.4132116,0.00020908132,0.58525705,0.00022715863,0.0009620127,0.00009424722,0.0000019383979,0.000014672522,0.000022204655],"genre_scores_gemma":[0.8933012,0.00018050204,0.1061498,0.00005233491,0.0002924158,0.0000055073247,0.0000015142257,0.000013603184,0.0000031042289],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993024,0.0000073987308,0.0003155312,0.000107415675,0.00013259308,0.00013469666],"domain_scores_gemma":[0.999366,0.00014016817,0.00010061036,0.000088356865,0.00020957425,0.00009530411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027319547,0.00012559026,0.00018414302,0.0001295254,0.00007493696,0.00018033259,0.00017418024,0.000048788166,0.0000024152218],"category_scores_gemma":[0.000108434244,0.00013110867,0.000066500725,0.000021802844,0.00000840543,0.00028956335,0.000030224126,0.00018296842,3.7599062e-7],"study_design_candidate":"design_other","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":[0.00008324433,0.000014281898,0.00014431619,0.00006838253,0.00013015406,0.000001781971,0.0006536966,0.007903762,0.15113968,0.00009342649,0.00009685908,0.8396704],"study_design_scores_gemma":[0.0023809646,0.00080389116,0.0051998617,0.00080078637,0.00008298743,0.000730642,0.00005176078,0.7654261,0.21002974,0.00049319817,0.013617462,0.00038263877],"about_ca_topic_score_codex":0.000014958885,"about_ca_topic_score_gemma":0.00002123043,"teacher_disagreement_score":0.83928776,"about_ca_system_score_codex":0.00006165111,"about_ca_system_score_gemma":0.000018502693,"threshold_uncertainty_score":0.5346456},"labels":[],"label_agreement":null},{"id":"W2767831771","doi":"10.1002/mmce.21201","title":"Minimum information for dielectric measurements of biological tissues (MINDER): A framework for repeatable and reusable data","year":2017,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Wireless Body Area Networks","field":"Engineering","cited_by":41,"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":"European Research Council; Natural Sciences and Engineering Research Council of Canada; Science Foundation Ireland; European Commission","keywords":"Metadata; Dielectric; Replicate; Computer science; Sample (material); Process (computing); Confounding; Data mining; Materials science; Mathematics; Statistics; Optoelectronics; Physics","score_opus":0.05154574531713178,"score_gpt":0.28162344105371406,"score_spread":0.23007769573658227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767831771","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":[0.14129916,0.0010832505,0.8562548,0.00007952761,0.0010381931,0.00015284184,0.000043014283,0.000019606294,0.000029611749],"genre_scores_gemma":[0.8025109,0.00037711547,0.1966299,0.000012847341,0.00041818703,0.0000043858663,0.00003102268,0.000012872227,0.0000027632352],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918705,0.000004315527,0.00041796282,0.000101395424,0.00013209855,0.00015719961],"domain_scores_gemma":[0.99904484,0.0001873978,0.00023566243,0.00020966798,0.00026525656,0.000057197787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034661315,0.00012687425,0.00024204813,0.00012216881,0.00005482222,0.00015762191,0.0005185602,0.00009309883,8.8978754e-7],"category_scores_gemma":[0.00026652688,0.000120108074,0.000045091154,0.000024969424,0.00002383188,0.0006938992,0.00015622057,0.00012339393,1.7520871e-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":[0.0008575876,0.00017449135,0.006664194,0.0015050571,0.0035781611,0.00003250072,0.0014452665,0.13920462,0.19196762,0.0062465505,0.009519362,0.6388046],"study_design_scores_gemma":[0.0031306017,0.0005038463,0.0051992126,0.001430363,0.00010055285,0.0002986179,0.000035444584,0.9154661,0.059132893,0.0026405312,0.01157547,0.0004863329],"about_ca_topic_score_codex":0.0000029958408,"about_ca_topic_score_gemma":0.0000010034473,"teacher_disagreement_score":0.7762615,"about_ca_system_score_codex":0.000036145026,"about_ca_system_score_gemma":0.000014953308,"threshold_uncertainty_score":0.4897865},"labels":[],"label_agreement":null},{"id":"W2789800801","doi":"10.1002/mmce.21250","title":"A miniaturized printed monopole antenna for 5.2-5.8 GHz WLAN applications","year":2018,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":14,"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":"Institut National de Recherche et de Sécurité; Institut national de la recherche scientifique","keywords":"Ground plane; Miniaturization; Monopole antenna; Wi-Fi; Bandwidth (computing); Microstrip; Microstrip antenna; Patch antenna; Electrical impedance; Acoustics; Electrical engineering; Impedance matching; Antenna (radio); Electronic engineering; Wireless; Telecommunications; Physics; Engineering; Wireless network","score_opus":0.007433784495402559,"score_gpt":0.22026906710881589,"score_spread":0.21283528261341333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789800801","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":[0.06826884,0.00043589374,0.93023306,0.00012299548,0.00072200247,0.0001075892,0.0000133329995,0.000069679125,0.000026605896],"genre_scores_gemma":[0.86410546,0.00018805299,0.13402444,0.000068766705,0.0015160746,0.000009379882,0.000009068121,0.00003153201,0.000047247675],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913186,0.000005564073,0.00041411872,0.0001268831,0.00013801226,0.00018355092],"domain_scores_gemma":[0.999216,0.00007673973,0.00009885025,0.00009503029,0.00040753634,0.00010580628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013791157,0.00016590371,0.00024927498,0.0003214689,0.000036263016,0.000089884175,0.00028549868,0.000061111095,0.000007963209],"category_scores_gemma":[0.000017907434,0.00015894855,0.00015757648,0.00011502672,0.000035801753,0.0001422906,0.000042449916,0.00013704748,0.000005177253],"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":[0.000046841433,0.00003530012,0.00007582382,0.00004559786,0.0006549609,0.00001548797,0.00023647596,0.0006502821,0.98462844,0.00043164284,0.00036795414,0.012811194],"study_design_scores_gemma":[0.0012323918,0.00013747373,0.00050003343,0.0001921817,0.00007354217,0.00032568953,0.000042869025,0.96847194,0.013843501,0.000298792,0.01461028,0.00027132378],"about_ca_topic_score_codex":0.000001955549,"about_ca_topic_score_gemma":0.0000017587951,"teacher_disagreement_score":0.97078496,"about_ca_system_score_codex":0.000055398865,"about_ca_system_score_gemma":0.000016569047,"threshold_uncertainty_score":0.6481734},"labels":[],"label_agreement":null},{"id":"W2792349362","doi":"10.1002/mmce.21270","title":"A state-of-art review on performance improvement of dielectric resonator antennas","year":2018,"lang":"en","type":"review","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"High-gain antenna; Dielectric resonator; Dielectric resonator antenna; Dielectric; Antenna gain; Bandwidth (computing); Microstrip antenna; Polarization (electrochemistry); Computer science; Electronic engineering; Engineering; Antenna (radio); Electrical engineering; Telecommunications; Antenna efficiency","score_opus":0.013522955347991961,"score_gpt":0.24378233981627304,"score_spread":0.23025938446828106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792349362","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005791211,0.93472224,0.06373878,0.000009673174,0.000740317,0.0001441312,0.000021658116,0.00001903553,0.000025028074],"genre_scores_gemma":[0.0028678996,0.99448746,0.0022105905,0.000026259491,0.00030807327,0.000003516759,0.00001261053,0.00004626819,0.00003734558],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980203,0.000016266074,0.0012677592,0.00016070061,0.00034223523,0.0001927405],"domain_scores_gemma":[0.99868464,0.00010572551,0.00058046187,0.00015444812,0.00038750487,0.00008719016],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003332937,0.00034752843,0.0013320181,0.00067667814,0.000011644542,0.00002396961,0.00044939716,0.00007992352,0.000008626812],"category_scores_gemma":[0.000027188875,0.00028270288,0.0004963227,0.00026390876,0.000028681623,0.0001089389,0.00006909798,0.00034854806,0.0000057640905],"study_design_candidate":"design_other","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":[0.000013270758,0.0000468147,0.0000019749787,0.0235445,0.0017466272,0.000044356853,0.000032896332,0.00036712753,0.0028732626,0.000022707927,0.0010349842,0.97027147],"study_design_scores_gemma":[0.0007857697,0.0012526374,0.000020011708,0.25965434,0.0012230151,0.00077156845,0.000003445838,0.07539932,0.0024140633,0.000014385387,0.65757847,0.00088298524],"about_ca_topic_score_codex":8.120764e-7,"about_ca_topic_score_gemma":2.1934302e-7,"teacher_disagreement_score":0.9693885,"about_ca_system_score_codex":0.00011859323,"about_ca_system_score_gemma":0.00006107713,"threshold_uncertainty_score":0.9999625},"labels":[],"label_agreement":null},{"id":"W2888130751","doi":"10.1002/mmce.21482","title":"Investigation of load modulated inverse Class-F power amplifier with extended conduction angle","year":2018,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Advanced Power Amplifier Design","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canada Research Chairs; Alberta Innovates - Technology Futures","keywords":"Amplifier; Harmonics; Inverse; Power factor; Control theory (sociology); Harmonic; Waveform; Thermal conduction; Power (physics); Mathematics; Biasing; Modulation (music); Mathematical analysis; Physics; Voltage; Topology (electrical circuits); Electrical engineering; Acoustics; Geometry; Computer science; Engineering; Optoelectronics; Quantum mechanics; Combinatorics","score_opus":0.011441874349641692,"score_gpt":0.2092404357773704,"score_spread":0.1977985614277287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888130751","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":[0.5182842,0.00010932884,0.48041326,0.00002728002,0.0010087105,0.000047412417,0.0000036146985,0.00003988962,0.000066330016],"genre_scores_gemma":[0.9340743,0.00003854415,0.06546705,0.00004302283,0.00032317732,0.0000011101656,0.0000045562333,0.000032730957,0.000015497959],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99898124,0.0000117661,0.0004331792,0.0001323537,0.00028301612,0.00015846002],"domain_scores_gemma":[0.99884665,0.000047582307,0.00016789835,0.00011225592,0.0007197691,0.00010582782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014976488,0.00018284995,0.00023170588,0.0002727016,0.000018893375,0.00004235145,0.00018351227,0.00007464196,0.000014212722],"category_scores_gemma":[0.00001964541,0.00017382753,0.000055228273,0.00014771972,0.00008637868,0.00044053575,0.000035119698,0.00019968324,0.000003114739],"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":[0.00009268764,0.000016304477,0.00026522897,0.000037224057,0.0004024462,0.000040805386,0.0008758733,0.087532856,0.90511066,0.00034250953,0.00087363605,0.004409768],"study_design_scores_gemma":[0.003562595,0.0009890918,0.009642265,0.00092680095,0.00009070115,0.0020497527,0.00012534372,0.23379646,0.74162185,0.0013865049,0.0050943824,0.0007142382],"about_ca_topic_score_codex":0.0000050349013,"about_ca_topic_score_gemma":0.0000036499764,"teacher_disagreement_score":0.41579014,"about_ca_system_score_codex":0.00015166111,"about_ca_system_score_gemma":0.00004417438,"threshold_uncertainty_score":0.7088481},"labels":[],"label_agreement":null},{"id":"W2898801294","doi":"10.1002/mmce.21501","title":"Miniaturized planar filters exhibiting flexible placement of three transmission zeros suitable for duplexer design","year":2018,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Microwave Engineering and Waveguides","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":"École de Technologie Supérieure","funders":"","keywords":"Passband; Stub (electronics); Duplexer; Microstrip; Planar; Stripline; Electronic engineering; Topology (electrical circuits); Band-pass filter; Insertion loss; Resonator; Materials science; Pole–zero plot; Bandwidth (computing); Acoustics; Optoelectronics; Computer science; Engineering; Physics; Electrical engineering; Telecommunications; Transfer function","score_opus":0.017789268539007544,"score_gpt":0.22561965177167848,"score_spread":0.20783038323267095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898801294","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":[0.13742088,0.0007529144,0.8602268,0.000041713527,0.0012978808,0.00014821297,0.000017435743,0.00005989303,0.00003427398],"genre_scores_gemma":[0.6591158,0.00012795022,0.33994213,0.000022127435,0.000704146,0.0000041717203,0.000011794047,0.000046946618,0.000024942787],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986424,0.000009732928,0.00066806114,0.00015964004,0.00022751396,0.0002926774],"domain_scores_gemma":[0.999098,0.00022441123,0.00014438128,0.00010444239,0.0003065079,0.00012225816],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004209552,0.00025109827,0.00036809134,0.00035139383,0.000037644135,0.00006632491,0.00028978172,0.00010006208,0.00001586011],"category_scores_gemma":[0.000033240438,0.0002455665,0.00015256274,0.00009122071,0.000032815915,0.00019258833,0.000033223438,0.00018366515,0.0000011353317],"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":[0.00012964159,0.000025325304,0.00001757113,0.00016456998,0.00035563295,0.000013444291,0.0003854711,0.16949192,0.81737125,0.00013819215,0.0026416143,0.009265387],"study_design_scores_gemma":[0.00182452,0.0003429455,0.00013975023,0.0007873154,0.000046880552,0.00022059662,0.000025328845,0.39944622,0.5908382,0.00010636488,0.0059381514,0.00028370926],"about_ca_topic_score_codex":0.000003167867,"about_ca_topic_score_gemma":5.532415e-7,"teacher_disagreement_score":0.5216949,"about_ca_system_score_codex":0.00008259772,"about_ca_system_score_gemma":0.00003072231,"threshold_uncertainty_score":0.99999964},"labels":[],"label_agreement":null},{"id":"W2899995643","doi":"10.1002/mmce.21599","title":"A hexa-band dual-sense circularly polarized antenna for WLAN/Wi-MAX/SDARS and C-band applications","year":2018,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":8,"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 Alberta","funders":"Ministry of Electronics and Information technology","keywords":"Ground plane; Monopole antenna; Circular polarization; Physics; Optics; Multi-band device; Turnstile antenna; Antenna (radio); HEXA; Polarization (electrochemistry); Telecommunications; Computer science; Microstrip; Chemistry","score_opus":0.007176490121648401,"score_gpt":0.21089730219416314,"score_spread":0.20372081207251475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899995643","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":[0.09277088,0.0015204812,0.9048498,0.00015388525,0.0004930958,0.000119983306,0.000027432638,0.000051093128,0.000013296477],"genre_scores_gemma":[0.9764324,0.00040473204,0.021948462,0.000092264476,0.0010383982,0.000005385038,0.000012481553,0.000036824968,0.00002907179],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989774,0.000009703858,0.0004465736,0.0001739247,0.00017402635,0.00021832706],"domain_scores_gemma":[0.9991348,0.000113688046,0.00011145719,0.000102409,0.00038961248,0.00014807373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020862024,0.00021062359,0.0003188782,0.00036473759,0.00005887371,0.00018286779,0.00015008789,0.000080912825,0.0000065360246],"category_scores_gemma":[0.000023640836,0.00020583028,0.0001442,0.000120322075,0.000059895297,0.00022727813,0.000030241781,0.00016819697,0.0000027875437],"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":[0.00003447261,0.000020652331,0.00019092193,0.00004877366,0.0005401456,0.000043699943,0.00021926864,0.00007640815,0.99672997,0.0002428362,0.00009471696,0.001758122],"study_design_scores_gemma":[0.0054037306,0.0004762934,0.0026210693,0.00073697855,0.00039257755,0.0046950593,0.00015018074,0.94571966,0.023388445,0.0011280726,0.014256507,0.0010314285],"about_ca_topic_score_codex":0.000008005418,"about_ca_topic_score_gemma":0.0000055276396,"teacher_disagreement_score":0.9733415,"about_ca_system_score_codex":0.000053816133,"about_ca_system_score_gemma":0.000020646758,"threshold_uncertainty_score":0.83935153},"labels":[],"label_agreement":null},{"id":"W2900858030","doi":"10.1002/mmce.21498","title":"Circularly polarized D-shaped slot antenna for wireless applications","year":2018,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":24,"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 Alberta","funders":"","keywords":"Ground plane; WiMAX; Wi-Fi; Physics; Microstrip antenna; Optics; Bandwidth (computing); Patch antenna; Monopole antenna; Circular polarization; Electrical engineering; Microstrip; Antenna (radio); Telecommunications; Wireless; Engineering; Wireless network","score_opus":0.00891024175896903,"score_gpt":0.21776297792992272,"score_spread":0.20885273617095368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900858030","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":[0.028765757,0.0005684893,0.9696158,0.00010292173,0.00074872957,0.000101121215,0.000014307481,0.00006829679,0.00001458852],"genre_scores_gemma":[0.96018136,0.0001815262,0.03805368,0.000079170946,0.0014319308,0.0000071765953,0.000009383394,0.000034139342,0.00002162222],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909097,0.0000066547273,0.0004189438,0.00012932661,0.00016485529,0.00018922282],"domain_scores_gemma":[0.9991391,0.00007449619,0.00010064118,0.00009269644,0.0004848381,0.00010828165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016848622,0.00016869177,0.00026154073,0.00031965438,0.000043935055,0.000120049845,0.00030506068,0.00006557999,0.000007450346],"category_scores_gemma":[0.000012570166,0.00016773283,0.00017205013,0.00012287381,0.000036175887,0.00020701623,0.000039108905,0.00014680858,0.000004883555],"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":[0.000019211582,0.000019106972,0.00006188037,0.00002984575,0.0004421862,0.0000119653905,0.0001141793,0.00010705781,0.992991,0.0007655147,0.000041361156,0.0053967354],"study_design_scores_gemma":[0.0011446313,0.00010698074,0.0002995502,0.00016395104,0.00008025244,0.00036985267,0.000031006835,0.9861653,0.0073846574,0.0002452596,0.003745649,0.0002629269],"about_ca_topic_score_codex":0.0000027562385,"about_ca_topic_score_gemma":0.0000014671456,"teacher_disagreement_score":0.98605824,"about_ca_system_score_codex":0.00006174784,"about_ca_system_score_gemma":0.00001966602,"threshold_uncertainty_score":0.68399465},"labels":[],"label_agreement":null},{"id":"W2904712978","doi":"10.1002/mmce.21639","title":"CPW fed grid dielectric resonator antennas with enhanced gain and bandwidth","year":2018,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","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 Saskatchewan","funders":"Canadian Light Source","keywords":"Materials science; Coplanar waveguide; Dielectric resonator antenna; Optoelectronics; Electroforming; Resonator; Radiation pattern; Dielectric; Dielectric resonator; Impedance matching; Electrical impedance; Optics; Antenna (radio); Microwave; Layer (electronics); Electrical engineering; Composite material; Physics; Telecommunications; Engineering","score_opus":0.004544073055850249,"score_gpt":0.18986167663377543,"score_spread":0.18531760357792518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904712978","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":[0.36980835,0.0010084163,0.6284378,0.00006455996,0.0005558374,0.000029586283,0.0000029462497,0.00004113273,0.00005135571],"genre_scores_gemma":[0.98185545,0.0007121542,0.016324103,0.00006137526,0.0009890754,0.0000010192617,0.000002750511,0.000028860324,0.000025184103],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991215,0.000009924748,0.00032193036,0.0001417814,0.00020011223,0.0002047451],"domain_scores_gemma":[0.99936277,0.00008020156,0.00008541912,0.00007292483,0.00027341262,0.00012525127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013875142,0.00019382339,0.00026798242,0.00036235587,0.00003847043,0.000111591755,0.00018279394,0.000053328964,0.000008765914],"category_scores_gemma":[0.000020019188,0.00016302317,0.000066497785,0.0001609947,0.000048308706,0.00020731671,0.000040574316,0.00020057021,0.0000023340008],"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":[0.00013516264,0.000030450714,0.00030990783,0.000044161065,0.0008645991,0.00019424078,0.0004911996,0.0017789673,0.9630813,0.00024482686,0.00046479437,0.032360382],"study_design_scores_gemma":[0.0027018373,0.00093262066,0.0029407544,0.00091785373,0.00013822532,0.0020519341,0.00007911914,0.84572333,0.14031337,0.00011015554,0.0033842113,0.00070660614],"about_ca_topic_score_codex":0.0000030484646,"about_ca_topic_score_gemma":0.000003896609,"teacher_disagreement_score":0.8439444,"about_ca_system_score_codex":0.000053359647,"about_ca_system_score_gemma":0.000017172024,"threshold_uncertainty_score":0.6647892},"labels":[],"label_agreement":null},{"id":"W2928729856","doi":"10.1002/mmce.21767","title":"3D FSS polarizer for millimeter‐wave antenna applications","year":2019,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Advanced Antenna and Metasurface Technologies","field":"Engineering","cited_by":8,"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","funders":"","keywords":"Polarizer; Optics; Wideband; Broadband; Axial ratio; Extremely high frequency; Tunable metamaterials; Circular polarization; Bandwidth (computing); Coaxial antenna; Linear polarization; Polarization (electrochemistry); Frequency band; Antenna array; Antenna gain; Physics; Microstrip antenna; Antenna (radio); Optoelectronics; Telecommunications; Engineering; Microstrip; Metamaterial","score_opus":0.008572206897632382,"score_gpt":0.21204238769301886,"score_spread":0.20347018079538648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2928729856","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":[0.17111117,0.0016365378,0.82555854,0.00007703688,0.0012949564,0.0001606204,0.000018624478,0.0001105013,0.000032003485],"genre_scores_gemma":[0.7757718,0.00053023803,0.22330147,0.000042676453,0.00026969233,0.0000075374824,0.0000069672446,0.000032031905,0.000037599188],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919003,0.000003100571,0.000354254,0.00012690682,0.00013072518,0.00019496807],"domain_scores_gemma":[0.9994124,0.00009681467,0.00009263163,0.00011336184,0.00022391092,0.00006087737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010957152,0.00017090025,0.00025395228,0.0002581313,0.000019033238,0.00005307282,0.0002499971,0.000075657554,0.0000045292795],"category_scores_gemma":[0.000016004193,0.00016276175,0.000118393276,0.000077664736,0.000019677218,0.00022256486,0.00005927481,0.00019599267,0.0000053576887],"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":[0.000020349891,0.000021507009,0.00015184593,0.000085396314,0.0003408049,0.00001536462,0.00008078554,0.024778461,0.9177836,0.00093023886,0.00013525816,0.055656362],"study_design_scores_gemma":[0.0041315397,0.00048451955,0.001952369,0.000786653,0.00013680728,0.0017800332,0.00018518315,0.67003363,0.16700229,0.0022228423,0.1501492,0.0011349617],"about_ca_topic_score_codex":7.2035806e-7,"about_ca_topic_score_gemma":3.7299242e-7,"teacher_disagreement_score":0.75078136,"about_ca_system_score_codex":0.000059522357,"about_ca_system_score_gemma":0.000011238358,"threshold_uncertainty_score":0.6637231},"labels":[],"label_agreement":null},{"id":"W2942341656","doi":"10.1002/mmce.21788","title":"Concurrent adaptive beamforming for standard hexagonal array based on dual norm‐constraint correntropy in the presence of alpha stable noise","year":2019,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Advanced Adaptive Filtering 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":"Université de Montréal","funders":"National Natural Science Foundation of China","keywords":"Norm (philosophy); Beamforming; Mathematical optimization; Adaptive beamformer; Mathematics; Constraint (computer-aided design); Algorithm; Noise power; Computer science; Convex optimization; Adaptive filter; Regular polygon; Control theory (sociology); Power (physics); Artificial intelligence; Telecommunications","score_opus":0.010301654630760018,"score_gpt":0.23204866128118798,"score_spread":0.22174700665042796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942341656","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":[0.22803493,0.00013302114,0.77046496,0.00004301502,0.0009637566,0.00023507267,0.00006845184,0.000024821906,0.000031979864],"genre_scores_gemma":[0.8940874,0.000041211493,0.105625354,0.00003140342,0.00017582747,0.00000870495,0.0000069532307,0.000021042422,0.0000021223582],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886423,0.000014114372,0.00047844555,0.00013096817,0.0003099717,0.00020224064],"domain_scores_gemma":[0.99903256,0.00041484088,0.00016068247,0.00010254429,0.00024000157,0.00004938532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030438308,0.00019193266,0.00029164238,0.00025998426,0.000014418864,0.00004221137,0.00031361028,0.000045238983,0.000005608059],"category_scores_gemma":[0.000041271694,0.00016221595,0.00010655498,0.00007218185,0.00003532251,0.0002211493,0.00003686438,0.00028341563,4.78127e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001693134,0.000050647603,0.00023555318,0.0001067535,0.00010661821,0.000023913115,0.0004345229,0.7665074,0.21386941,0.0021477316,0.00011256454,0.016235609],"study_design_scores_gemma":[0.0025452687,0.0010761066,0.00082888437,0.0019062865,0.000021683278,0.00023185479,0.00016096419,0.80713326,0.18165709,0.0003239816,0.0037598277,0.00035477176],"about_ca_topic_score_codex":0.0000018924337,"about_ca_topic_score_gemma":0.0000011646782,"teacher_disagreement_score":0.66605246,"about_ca_system_score_codex":0.0001585272,"about_ca_system_score_gemma":0.00003933565,"threshold_uncertainty_score":0.6614974},"labels":[],"label_agreement":null},{"id":"W2964402574","doi":"10.1002/mmce.21920","title":"Space‐time analysis of energy localization: A Poynting flow perspective with applications to pattern reconfigurable dipoles","year":2019,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","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":"Royal Military College of Canada","funders":"","keywords":"Poynting vector; Poynting's theorem; Physics; Electromagnetic field; Antenna (radio); Context (archaeology); Energy current; Energy flow; Energy flux; Near and far field; Energy (signal processing); Electromagnetic radiation; Computational physics; Computer science; Optics; Telecommunications; Magnetic field; Quantum mechanics","score_opus":0.003799205949530725,"score_gpt":0.18830313514327993,"score_spread":0.1845039291937492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964402574","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":[0.049368195,0.00034596422,0.94980925,0.00009614375,0.00011533552,0.0000497668,0.000012838004,0.000029567242,0.00017294477],"genre_scores_gemma":[0.9864494,0.00010162968,0.0131381545,0.00005201143,0.00016153633,0.0000027522592,0.000012022943,0.000022969754,0.000059494498],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991597,0.0000088735615,0.00035609608,0.00014077786,0.00019999155,0.00013459448],"domain_scores_gemma":[0.999161,0.00006348276,0.00012443092,0.00010438571,0.0004578067,0.000088864974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009552593,0.00015293455,0.00036507077,0.00079432194,0.000016899789,0.0000616186,0.00020196762,0.000040816383,0.000037925372],"category_scores_gemma":[0.000005929288,0.0001412192,0.00014504288,0.0004963615,0.000012882258,0.00014650144,0.000026111878,0.00009560375,0.0000040614495],"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":[0.000015804622,0.000024606177,0.0014824659,0.000024837376,0.003254708,0.00001318247,0.0003547361,0.889617,0.09735964,0.0005093275,0.000048715872,0.00729494],"study_design_scores_gemma":[0.00030479862,0.00006772647,0.00080063,0.00019126451,0.0002901784,0.0000619862,0.00009708159,0.9903289,0.0066761114,0.000025218891,0.000973408,0.00018270845],"about_ca_topic_score_codex":0.000025066089,"about_ca_topic_score_gemma":0.000009784653,"teacher_disagreement_score":0.9370812,"about_ca_system_score_codex":0.000088788576,"about_ca_system_score_gemma":0.000016538232,"threshold_uncertainty_score":0.57587516},"labels":[],"label_agreement":null},{"id":"W2982563651","doi":"10.1002/mmce.21995","title":"Spur line integrated single‐/dual‐/triple‐notched ultra‐wideband monopole antenna","year":2019,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Antenna (radio); Spur; Monopole antenna; Acoustics; Feed line; Microstrip; Ultra-wideband; Radiator (engine cooling); Microstrip antenna; Physics; Optics; Electronic engineering; Computer science; Telecommunications; Engineering; Structural engineering","score_opus":0.007707696822385139,"score_gpt":0.19470262040703068,"score_spread":0.18699492358464553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982563651","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":[0.38154915,0.0013239268,0.6151744,0.00009399267,0.001616753,0.000062719555,0.00001045713,0.000082806495,0.000085792984],"genre_scores_gemma":[0.98820615,0.00056016084,0.01029426,0.00008994093,0.0006111644,8.967771e-7,0.000016587855,0.000048783302,0.000172087],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985876,0.000015419258,0.0006556986,0.00018491092,0.00028456678,0.0002717738],"domain_scores_gemma":[0.99911714,0.000093558825,0.00014958913,0.00013028394,0.0003546884,0.00015471874],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020538378,0.0002902783,0.00045242993,0.00051325356,0.00002094659,0.00016576369,0.00031018135,0.00010463714,0.000042858643],"category_scores_gemma":[0.00003214752,0.0002674099,0.000207703,0.00021007376,0.000024739531,0.00033710885,0.000045907072,0.00037700948,0.000020472211],"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":[0.00003623383,0.00004490022,0.00028772277,0.00004036208,0.0005782895,0.00012981782,0.00019929041,0.018828057,0.97175246,0.000094126844,0.00028361706,0.007725137],"study_design_scores_gemma":[0.0026568845,0.00036832315,0.0006732579,0.0009377946,0.00012157298,0.0015140822,0.00020078075,0.83277667,0.15363161,0.00012701377,0.0062678414,0.00072416576],"about_ca_topic_score_codex":0.000009611856,"about_ca_topic_score_gemma":0.0000026831117,"teacher_disagreement_score":0.81812084,"about_ca_system_score_codex":0.00012614738,"about_ca_system_score_gemma":0.00002498231,"threshold_uncertainty_score":0.9999778},"labels":[],"label_agreement":null},{"id":"W3028336855","doi":"10.1002/mmce.22290","title":"Detection of metallic and<scp>nonmetallic</scp>concealed targets based on millimeter‐wave inverse scattering approach","year":2020,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Terahertz technology and applications","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":"King Saud University","keywords":"Extremely high frequency; Antenna (radio); Scattering; Materials science; Dielectric; Radar; Acoustics; Optics; Millimeter; Frequency band; Optoelectronics; Computer science; Physics; Telecommunications","score_opus":0.011604599493145077,"score_gpt":0.18889560503511535,"score_spread":0.17729100554197028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028336855","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":[0.5408922,0.0003281171,0.45831868,0.00007625675,0.00022161125,0.00006220029,0.000006245635,0.00006150815,0.000033191733],"genre_scores_gemma":[0.9492262,0.0001431537,0.050277025,0.00012760573,0.00018689017,0.0000048762686,0.000005372258,0.000026578924,0.0000023104333],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991233,0.00001134181,0.00040363029,0.00016021426,0.00015484719,0.00014671772],"domain_scores_gemma":[0.9994661,0.000110162095,0.00013279653,0.000089714566,0.00009209348,0.00010908883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010651942,0.0001901388,0.00028118736,0.0002778044,0.000024769357,0.000036845115,0.00020132447,0.00009816616,0.0000021112194],"category_scores_gemma":[0.000034254444,0.0001944893,0.00010278428,0.00012802248,0.00004602876,0.00014932474,0.000060136317,0.0003026949,0.000001479384],"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":[0.0000121166595,0.000033965563,0.00009905806,0.00009834498,0.0003254074,0.00002271911,0.00030675897,0.058803022,0.9134727,0.0001351803,0.000064074346,0.026626613],"study_design_scores_gemma":[0.0008044823,0.00015440877,0.0012666804,0.000094395036,0.00004635263,0.00018167571,0.000033203505,0.6948331,0.2992009,0.000053954813,0.003220233,0.00011059642],"about_ca_topic_score_codex":0.0000015824018,"about_ca_topic_score_gemma":4.7712956e-7,"teacher_disagreement_score":0.6360301,"about_ca_system_score_codex":0.00003898373,"about_ca_system_score_gemma":0.000009164073,"threshold_uncertainty_score":0.79310435},"labels":[],"label_agreement":null},{"id":"W3034723674","doi":"10.1002/mmce.22291","title":"New <scp>small‐signal</scp> extraction method applied to <scp>GaN</scp> <scp>HEMTs</scp> on different substrates","year":2020,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"High-electron-mobility transistor; Passivation; Materials science; Optoelectronics; Nucleation; Transistor; Gallium nitride; SIGNAL (programming language); Nitride; Layer (electronics); Voltage; Chemistry; Nanotechnology; Computer science; Electrical engineering","score_opus":0.016318472663786523,"score_gpt":0.24325020621864607,"score_spread":0.22693173355485954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034723674","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":[0.6086807,0.00011923333,0.38953054,0.00011238964,0.0010627861,0.00014065398,0.00002986914,0.00003600549,0.000287794],"genre_scores_gemma":[0.9665861,0.000029037745,0.02933689,0.00037851708,0.0034152009,0.0000074133964,0.000047358677,0.00006265676,0.00013679614],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99801886,0.000038884456,0.0007606496,0.00040196656,0.00037181686,0.00040783922],"domain_scores_gemma":[0.9977952,0.00085915515,0.0004631816,0.00013735484,0.00023135621,0.0005136983],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021907603,0.00045123012,0.0005782411,0.00027646535,0.00006292942,0.0004280034,0.00049911917,0.00010219799,0.0000242808],"category_scores_gemma":[0.000053138097,0.00042126776,0.000246008,0.00013729082,0.000013252087,0.00022899816,0.00011622673,0.00044782335,0.000025990012],"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":[0.000011145788,0.00009593594,0.00042739802,0.00005226143,0.0005437474,0.000037506383,0.0011567448,0.0234726,0.95362777,0.0016123145,0.0058043115,0.013158288],"study_design_scores_gemma":[0.0015631053,0.00033889344,0.0028318558,0.00029076345,0.000106028034,0.00008204263,0.0005151344,0.0045327414,0.9604694,0.00055768085,0.028603114,0.000109226836],"about_ca_topic_score_codex":0.00003359665,"about_ca_topic_score_gemma":0.0000020816665,"teacher_disagreement_score":0.36019364,"about_ca_system_score_codex":0.00007315542,"about_ca_system_score_gemma":0.00007249443,"threshold_uncertainty_score":0.9998239},"labels":[],"label_agreement":null},{"id":"W3037412743","doi":"10.1002/mmce.20454","title":"The state of the art of microwave CAD: EM-based optimization and modeling","year":2010,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"CAD; Electromagnetics; Microwave; Space mapping; Implementation; Computer science; Electronic engineering; Computational electromagnetics; Computer engineering; Sensitivity (control systems); Engineering optimization; Systems engineering; Optimization problem; Engineering; Telecommunications; Algorithm; Engineering drawing; Electromagnetic field; Software engineering; Physics","score_opus":0.005371133005257302,"score_gpt":0.19233400986789248,"score_spread":0.18696287686263519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037412743","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":[0.44405568,0.0005088586,0.55415326,0.00005769187,0.0011402892,0.000046758032,0.000007694598,0.000015065498,0.000014692154],"genre_scores_gemma":[0.95632017,0.00028419154,0.043166038,0.000015068703,0.00016947581,9.4879414e-7,0.0000022785287,0.00002949743,0.000012336205],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99893683,0.000011410641,0.000580601,0.00009802393,0.00021355748,0.00015955794],"domain_scores_gemma":[0.99916166,0.0001412766,0.00016579642,0.00014544434,0.00032114497,0.00006466344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003154154,0.00017546941,0.00022681525,0.00017194678,0.000036427693,0.000069792404,0.00032636104,0.000059282804,0.0000015369991],"category_scores_gemma":[0.00005195218,0.000128389,0.0001087734,0.00009441191,0.000052758027,0.000114943825,0.00007557479,0.00035145888,2.2994952e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008720788,0.000007651578,0.000032318672,0.00004190918,0.00010157963,0.000002682255,0.00014562118,0.7215143,0.27265778,0.000080424405,0.00007512291,0.0053319074],"study_design_scores_gemma":[0.00040966435,0.000028255126,0.00017780098,0.00020808556,0.000020562346,0.0001500844,0.000013359779,0.89631814,0.102023534,0.00007829142,0.00045771015,0.00011453924],"about_ca_topic_score_codex":0.0000040882887,"about_ca_topic_score_gemma":0.000008537377,"teacher_disagreement_score":0.5122645,"about_ca_system_score_codex":0.00002639196,"about_ca_system_score_gemma":0.000031871372,"threshold_uncertainty_score":0.52355516},"labels":[],"label_agreement":null},{"id":"W3037552078","doi":"10.1002/mmce.20407","title":"A modified design approach for compact ultra-wideband microstrip filters","year":2009,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Microwave Engineering and Waveguides","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":"Royal Military College of Canada; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microstrip; Resonator; Microwave; Electronic engineering; Wideband; Insertion loss; Ultra-wideband; Electrical impedance; Band-pass filter; Acoustics; Coupling (piping); Reflection (computer programming); Computer science; Materials science; Engineering; Optoelectronics; Physics; Electrical engineering; Telecommunications","score_opus":0.01683990195291542,"score_gpt":0.22012020513858463,"score_spread":0.2032803031856692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037552078","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":[0.03445319,0.0012963866,0.9627102,0.000083971085,0.0010262585,0.00017180615,0.000020544741,0.00011897285,0.00011868037],"genre_scores_gemma":[0.85890836,0.00022092584,0.14005078,0.00008348163,0.0006555694,0.0000019365566,0.00001785974,0.000040665436,0.00002044495],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986788,0.000012112637,0.0005922634,0.00018770288,0.00019852693,0.00033058895],"domain_scores_gemma":[0.9992059,0.00017056163,0.000110767105,0.00012374127,0.00021791487,0.00017111376],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031022856,0.00031865863,0.0004035287,0.0003889817,0.000035643494,0.00017324674,0.00037661794,0.00010750817,0.0000019784804],"category_scores_gemma":[0.00004130918,0.00031584158,0.00020019452,0.00010081444,0.000021258826,0.00023531748,0.000013856001,0.0002744232,8.1932467e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043294378,0.000028494398,0.000007217492,0.000041938445,0.00020822714,0.000019529594,0.00014869017,0.6291827,0.3595213,0.00015851205,0.003365189,0.0072749415],"study_design_scores_gemma":[0.0024154822,0.00035054967,0.0003887715,0.00031821174,0.000062554085,0.0013429626,0.000022819708,0.79576325,0.19508497,0.00023287546,0.0034382662,0.0005793037],"about_ca_topic_score_codex":0.0000016820146,"about_ca_topic_score_gemma":8.284547e-8,"teacher_disagreement_score":0.82445514,"about_ca_system_score_codex":0.000119943485,"about_ca_system_score_gemma":0.000023939921,"threshold_uncertainty_score":0.99992937},"labels":[],"label_agreement":null},{"id":"W3037943858","doi":"10.1002/mmce.20401","title":"Computer-aided design and analysis of dielectric resonator antennas","year":2009,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":8,"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; Institut National de la Recherche Scientifique","funders":"","keywords":"Resonator; Dielectric resonator antenna; Dielectric resonator; Microwave; Dielectric; Antenna (radio); Ring (chemistry); Computer Aided Design; Acoustics; Engineering; Electronic engineering; Electrical engineering; Materials science; Physics; Telecommunications; Mechanical engineering; Chemistry","score_opus":0.008280220301169958,"score_gpt":0.20676504504357707,"score_spread":0.1984848247424071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037943858","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":[0.2228799,0.0021274567,0.7745406,0.000075414115,0.0002780316,0.000044220786,0.0000048634124,0.0000397909,0.000009722906],"genre_scores_gemma":[0.9192695,0.0012930332,0.07908949,0.00007459368,0.0002403086,5.0807483e-7,0.000005943954,0.000018203462,0.000008398857],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986348,0.000025889598,0.0006664767,0.00017480965,0.00027657958,0.0002214506],"domain_scores_gemma":[0.9990973,0.00016875316,0.00018486133,0.00011083472,0.0002948397,0.00014343543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029826618,0.00024048917,0.00059605914,0.0013315037,0.000025839377,0.00009113709,0.00028402777,0.000082000704,0.0000060035945],"category_scores_gemma":[0.000019890696,0.00022976132,0.0002477416,0.0005669916,0.000028587852,0.00022482275,0.000041930667,0.00022837323,6.282011e-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":[0.0000924958,0.00010546537,0.0007359444,0.00005653069,0.00622247,0.00029195801,0.0005388285,0.2298966,0.66774064,0.00086516846,0.00034745267,0.09310645],"study_design_scores_gemma":[0.0005862636,0.00021497472,0.01000124,0.00015133286,0.0004356076,0.00022517735,0.00001095734,0.9818263,0.0060429396,0.00009625331,0.00018275432,0.00022616994],"about_ca_topic_score_codex":0.0000035918715,"about_ca_topic_score_gemma":6.122098e-7,"teacher_disagreement_score":0.7519297,"about_ca_system_score_codex":0.000062263454,"about_ca_system_score_gemma":0.00001807631,"threshold_uncertainty_score":0.9369395},"labels":[],"label_agreement":null},{"id":"W3082894145","doi":"10.1002/mmce.22402","title":"Slot antenna array synthesis using the infinitesimal dipole model technique: Theory and experiment","year":2020,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","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":"Royal Military College of Canada","funders":"","keywords":"Beamforming; Antenna (radio); Computer science; Waveguide; Radiation pattern; Transmission line; Beam (structure); Antenna array; Radiation; Electronic engineering; Optics; Physics; Telecommunications; Engineering","score_opus":0.015136203288604887,"score_gpt":0.22255378838477985,"score_spread":0.20741758509617497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082894145","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":[0.14229871,0.0021451362,0.85480845,0.00017171486,0.0003693735,0.00006561904,0.000010694865,0.00007876588,0.000051535397],"genre_scores_gemma":[0.9117857,0.00038525526,0.08718867,0.00013183612,0.0004514993,0.0000036097485,0.0000011469888,0.00004639441,0.000005897556],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989978,0.000025156376,0.00043039164,0.0001527348,0.00019028281,0.00020363688],"domain_scores_gemma":[0.99935293,0.0001819952,0.00008162896,0.00009955579,0.00014094925,0.0001429488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031934635,0.0002425838,0.00027010226,0.0001441816,0.000041441406,0.00012712998,0.0002703215,0.00007032448,0.0000049767214],"category_scores_gemma":[0.00008438857,0.00020332076,0.000097767916,0.000088146415,0.000041702915,0.00017916803,0.000104282706,0.00027463693,9.776763e-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":[0.000022241014,0.000009361738,0.000009843818,0.000047634192,0.00020905607,0.00004000509,0.0005082541,0.21243568,0.78326726,0.000602678,0.00011723733,0.0027307263],"study_design_scores_gemma":[0.00025465133,0.000033469692,0.000036338988,0.00021292937,0.00003874199,0.0006923177,0.00005612439,0.65206337,0.34540078,0.00016815955,0.0008349978,0.0002081265],"about_ca_topic_score_codex":0.0000013869341,"about_ca_topic_score_gemma":1.15038524e-7,"teacher_disagreement_score":0.76948696,"about_ca_system_score_codex":0.000060410326,"about_ca_system_score_gemma":0.00002716293,"threshold_uncertainty_score":0.829118},"labels":[],"label_agreement":null},{"id":"W3130891645","doi":"10.1002/mmce.22607","title":"A tapered CPW fed leaky‐wave antenna based on substrate integrated waveguide with reduced side‐lobe level","year":2021,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fields Institute for Research in Mathematical Sciences; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Antenna (radio); Leaky wave antenna; Materials science; Radiation pattern; Radiation; Side lobe; Antenna gain; Antenna efficiency; Optoelectronics; Optics; Reduction (mathematics); Capacitance; Physics; Microstrip antenna; Computer science; Telecommunications; Mathematics; Geometry","score_opus":0.016821768416693163,"score_gpt":0.20850426294704077,"score_spread":0.1916824945303476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130891645","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":[0.48584047,0.00060756365,0.5109539,0.00022481235,0.001781063,0.000086242566,0.000041989497,0.00016446049,0.00029949207],"genre_scores_gemma":[0.9334324,0.00018922456,0.065401845,0.00015549584,0.0005691529,0.0000035950434,0.00004941879,0.000103132144,0.00009575342],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979376,0.000030566902,0.00080953364,0.00033612043,0.00044770094,0.0004384817],"domain_scores_gemma":[0.99838275,0.00018729827,0.00016287778,0.00025378322,0.0007578588,0.00025543498],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026886343,0.00050659,0.0005611898,0.0005253829,0.000048949347,0.00026263503,0.00032899456,0.00015182202,0.000022849223],"category_scores_gemma":[0.00008835688,0.00046476195,0.00020647938,0.00030531586,0.000043916785,0.00025262614,0.000060642433,0.0006643693,0.000005676496],"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":[0.00012153103,0.000068703426,0.000038519927,0.000090193374,0.00054707413,0.0013676313,0.00016986359,0.29617438,0.6932804,0.00017949741,0.00060731266,0.0073549068],"study_design_scores_gemma":[0.0021998207,0.00028760283,0.001572326,0.0014440827,0.00006188575,0.002937722,0.000070491114,0.70932716,0.27835208,0.000031153366,0.0031030907,0.0006125395],"about_ca_topic_score_codex":0.00000780765,"about_ca_topic_score_gemma":0.000009738285,"teacher_disagreement_score":0.4475919,"about_ca_system_score_codex":0.00024109364,"about_ca_system_score_gemma":0.000156921,"threshold_uncertainty_score":0.9997804},"labels":[],"label_agreement":null},{"id":"W3138067614","doi":"10.1002/mmce.22631","title":"Design of a triple band notched polarization independent compact <scp>FSS</scp> at <scp>UWB</scp> frequency range","year":2021,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Advanced Antenna and Metasurface Technologies","field":"Engineering","cited_by":35,"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":"Passband; Multi-band device; Resonator; Polarization (electrochemistry); Optics; Physics; Radio spectrum; Attenuation; Materials science; Band-pass filter; Telecommunications; Chemistry; Antenna (radio); Engineering","score_opus":0.013528772358161951,"score_gpt":0.21590728419406754,"score_spread":0.2023785118359056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138067614","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":[0.46827427,0.0032281948,0.5272364,0.000025871801,0.0010344301,0.00006846759,0.000014877893,0.00007757648,0.000039892057],"genre_scores_gemma":[0.93941087,0.0012007057,0.059033338,0.00002690968,0.00017514713,0.0000015800662,0.000016630902,0.000043452616,0.00009134676],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99851185,0.000026977372,0.00064442033,0.00018629982,0.0003483126,0.0002821167],"domain_scores_gemma":[0.9987247,0.00032495675,0.00024703887,0.00014858403,0.00044288466,0.0001118269],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023794018,0.00027137253,0.0004661566,0.00036532275,0.000035806173,0.000069853064,0.00033231947,0.0001482864,0.000004021604],"category_scores_gemma":[0.00027435,0.00027377458,0.00015145869,0.00020957243,0.000037523365,0.00034488083,0.00008904956,0.00035530402,0.0000025153665],"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":[0.000004770654,0.000039604998,0.0011152664,0.00006481227,0.00036322948,0.00017085465,0.00037466714,0.13548112,0.86026955,0.00012947197,0.00036533852,0.0016213025],"study_design_scores_gemma":[0.0022727465,0.00015489101,0.0060680658,0.0005031415,0.00008519712,0.0013110937,0.0002274084,0.08888287,0.89777225,0.00048490913,0.00210127,0.00013612438],"about_ca_topic_score_codex":0.0000040471423,"about_ca_topic_score_gemma":0.0000027310225,"teacher_disagreement_score":0.4711366,"about_ca_system_score_codex":0.00017437617,"about_ca_system_score_gemma":0.000048167756,"threshold_uncertainty_score":0.99997145},"labels":[],"label_agreement":null},{"id":"W3149741447","doi":"10.1002/mmce.22674","title":"<scp>High‐gain</scp> cavity antenna combining <scp>AMC‐reflector</scp> and <scp>FSS</scp> superstrate technique","year":2021,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Advanced Antenna and Metasurface Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Reflector (photography); Antenna (radio); Radiation pattern; Side lobe; Periscope antenna; Antenna measurement; Antenna gain; Antenna efficiency; Optics; Materials science; Computer science; Telecommunications; Physics","score_opus":0.009754350377843,"score_gpt":0.21952015534081035,"score_spread":0.20976580496296734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149741447","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":[0.62131554,0.0038095466,0.37301567,0.000040772924,0.0012921349,0.00010676674,0.00002353521,0.00028671868,0.0001092976],"genre_scores_gemma":[0.9207632,0.0036675844,0.07488361,0.00007998004,0.00036440702,0.000009050624,0.000019558875,0.00009135565,0.000121247846],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977537,0.00003689963,0.0007878087,0.00040116577,0.0003996417,0.00062082545],"domain_scores_gemma":[0.99797666,0.0007427319,0.0002376886,0.0002454209,0.0005435559,0.00025395054],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038835997,0.0005310852,0.00070665864,0.00053221313,0.00010235542,0.0002783417,0.00052267866,0.00025610457,0.0000013929445],"category_scores_gemma":[0.00054886105,0.000549329,0.00020507057,0.00032236488,0.00011278505,0.0006088678,0.00031162094,0.0009783135,0.000004059694],"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":[0.0000020656337,0.000056542503,0.0007068004,0.00013907641,0.00052285974,0.00082495227,0.00043757778,0.020260822,0.97050214,0.00071500934,0.00068500906,0.005147176],"study_design_scores_gemma":[0.0023525541,0.0003433411,0.00938266,0.0014695742,0.00014908572,0.006384301,0.0011461147,0.056206577,0.90223616,0.0018770056,0.0181915,0.00026113147],"about_ca_topic_score_codex":0.000010746931,"about_ca_topic_score_gemma":0.0000069543316,"teacher_disagreement_score":0.29944763,"about_ca_system_score_codex":0.00016501694,"about_ca_system_score_gemma":0.000068465706,"threshold_uncertainty_score":0.99969584},"labels":[],"label_agreement":null},{"id":"W3159581987","doi":"10.1002/mmce.22739","title":"Enhancing <scp>5G</scp> antenna performance by using <scp>3D FSS</scp> structures","year":2021,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Advanced Antenna and Metasurface Technologies","field":"Engineering","cited_by":13,"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 Ottawa","funders":"","keywords":"Antenna (radio); Radiation pattern; Radiation properties; Side lobe; Patch antenna; Materials science; Radiation; Optics; Acoustics; Computer science; Telecommunications; Physics","score_opus":0.008205372032063655,"score_gpt":0.2118573964810243,"score_spread":0.20365202444896066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159581987","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":[0.59770817,0.0052859588,0.3952676,0.000012597338,0.0015278592,0.000033369495,0.00001097317,0.00011824719,0.00003520836],"genre_scores_gemma":[0.89844733,0.002606369,0.09837817,0.000052356063,0.00039638302,0.0000010869612,0.000009584473,0.00005423083,0.00005448589],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984751,0.000012067313,0.00058446394,0.00022153305,0.00030831172,0.00039852483],"domain_scores_gemma":[0.9989624,0.00021738907,0.00018050609,0.00014986696,0.00036602205,0.00012383338],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015656906,0.00032531435,0.00041696205,0.00029645368,0.000059657043,0.00015033818,0.00037923214,0.00013666441,0.0000023393843],"category_scores_gemma":[0.0001856555,0.00032739242,0.00013443694,0.00018635769,0.000044010212,0.00050794176,0.00013769571,0.0005183646,0.0000022273987],"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":[0.000001332321,0.000014450321,0.00023686879,0.00008193945,0.0002637516,0.0001553315,0.00022634373,0.09804405,0.89073783,0.00006313954,0.0003238238,0.009851139],"study_design_scores_gemma":[0.00069852464,0.00006753874,0.0007641869,0.0005713332,0.000048440663,0.0022412185,0.00032270225,0.17891043,0.8055189,0.0001369976,0.010590884,0.00012880393],"about_ca_topic_score_codex":0.0000019612244,"about_ca_topic_score_gemma":0.000001474572,"teacher_disagreement_score":0.30073914,"about_ca_system_score_codex":0.00013190409,"about_ca_system_score_gemma":0.0000413002,"threshold_uncertainty_score":0.9999178},"labels":[],"label_agreement":null},{"id":"W3162371140","doi":"10.1002/mmce.22716","title":"Characteristic impedance of integrated substrate gap waveguide","year":2021,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Microwave Engineering and Waveguides","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":"Concordia University","funders":"National Natural Science Foundation of China","keywords":"HFSS; Transmission line; Waveguide; Characteristic impedance; Electrical impedance; Capacitance; Mathematical analysis; Transverse plane; Function (biology); Fourier transform; Computational physics; Scattering parameters; Optics; Acoustics; Mathematics; Physics; Computer science; Engineering; Telecommunications; Antenna (radio); Microstrip antenna","score_opus":0.00930410307251827,"score_gpt":0.2097233309239133,"score_spread":0.20041922785139502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162371140","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":[0.6291272,0.0021367634,0.36629692,0.00004403217,0.0021494082,0.00003220684,0.000027210654,0.000059947426,0.00012630924],"genre_scores_gemma":[0.969993,0.0010375797,0.02834569,0.000027567361,0.0004893983,0.0000010416528,0.00002228855,0.00004548424,0.00003796449],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985726,0.0000143395455,0.0007875731,0.00015750554,0.00023203758,0.00023594938],"domain_scores_gemma":[0.99888116,0.00010232627,0.00015847237,0.00014471285,0.00058531587,0.00012800851],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021300497,0.00025632064,0.00042024473,0.00028167974,0.000015842377,0.000082435916,0.00028269435,0.00009013163,0.000020225276],"category_scores_gemma":[0.00007370757,0.0002630144,0.00015888202,0.00016555034,0.000030298725,0.00020092801,0.00006809995,0.00032387226,0.0000029120827],"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":[0.000017738386,0.000033181477,0.00020426975,0.0001691489,0.000474923,0.00038679142,0.00022035254,0.07421986,0.90718627,0.00056288013,0.00042869675,0.016095862],"study_design_scores_gemma":[0.0013335042,0.00011364804,0.0053893263,0.0013238101,0.000076588534,0.0038446228,0.00007076663,0.2953314,0.681745,0.00017144957,0.0100271115,0.0005727631],"about_ca_topic_score_codex":0.0000040963446,"about_ca_topic_score_gemma":0.0000014852416,"teacher_disagreement_score":0.3408658,"about_ca_system_score_codex":0.000097835786,"about_ca_system_score_gemma":0.00006614469,"threshold_uncertainty_score":0.9999822},"labels":[],"label_agreement":null},{"id":"W3191316040","doi":"10.1002/mmce.22830","title":"Integrated substrate groove gap waveguide and application for filter design","year":2021,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Microwave Engineering and Waveguides","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":"Concordia University","funders":"National Natural Science Foundation of China","keywords":"Materials science; Printed circuit board; Groove (engineering); Waveguide; Integrated circuit; Optoelectronics; Substrate (aquarium); Transmission line; Optics; Electrical impedance; Filter (signal processing); Extremely high frequency; Band-pass filter; Waveguide filter; Dispersion (optics); Electronic engineering; Electrical engineering; Engineering; Low-pass filter; Physics; Prototype filter","score_opus":0.01517908680850665,"score_gpt":0.21851259207773127,"score_spread":0.2033335052692246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191316040","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":[0.12183711,0.001946354,0.87486714,0.00009137278,0.0010319604,0.00009943663,0.000017438246,0.00007149943,0.000037677913],"genre_scores_gemma":[0.81699485,0.00058739394,0.18171269,0.000054397417,0.0005349077,0.0000072777193,0.000025767245,0.000048141723,0.000034580138],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989436,0.000012551067,0.00050336815,0.00018327053,0.00014099984,0.00021620921],"domain_scores_gemma":[0.99908274,0.00017858997,0.00008508561,0.00010534339,0.00042441103,0.00012381352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025246342,0.00023455241,0.00028414224,0.0002148471,0.000028039278,0.00013810756,0.00017257174,0.0000926528,0.00000435115],"category_scores_gemma":[0.0000509493,0.00023940486,0.00009768302,0.000096324984,0.00002137561,0.00019857728,0.00004733834,0.00021483946,0.0000014122697],"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":[0.000033149026,0.000026464251,0.00005200962,0.00014538011,0.0004712386,0.00009456932,0.00027969343,0.22922331,0.7234304,0.0010985773,0.0013547089,0.043790482],"study_design_scores_gemma":[0.0011656099,0.00008763915,0.00056779326,0.00033126117,0.000052564526,0.0017091096,0.000033588578,0.71711344,0.26317164,0.00061348133,0.014777973,0.00037589946],"about_ca_topic_score_codex":0.0000023115742,"about_ca_topic_score_gemma":0.00000148063,"teacher_disagreement_score":0.69515777,"about_ca_system_score_codex":0.000079551035,"about_ca_system_score_gemma":0.000037599915,"threshold_uncertainty_score":0.97626466},"labels":[],"label_agreement":null},{"id":"W3191624780","doi":"10.1002/mmce.22831","title":"Ridge gap waveguide antenna array with improved mutual isolation for millimeter wave applications","year":2021,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","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":"Concordia University","funders":"King Fahd University of Petroleum and Minerals","keywords":"Antenna (radio); Return loss; Extremely high frequency; Isolation (microbiology); Optics; Radiation pattern; Antenna array; Millimeter; Acoustics; Broadside; Slot antenna; Radiation; Materials science; Optoelectronics; Physics; Electrical engineering; Engineering","score_opus":0.01076200709012406,"score_gpt":0.2089671844180203,"score_spread":0.19820517732789625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191624780","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":[0.03610719,0.0018405584,0.96025395,0.0001387737,0.0012489501,0.00014584504,0.000063374726,0.000100285084,0.00010106692],"genre_scores_gemma":[0.7277499,0.00038328237,0.27047557,0.000075543554,0.0010169504,0.000017130707,0.0000819752,0.00008198889,0.00011765352],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986921,0.000010318145,0.0005939986,0.00023823838,0.00017475171,0.00029059933],"domain_scores_gemma":[0.99862623,0.00016324935,0.0001243221,0.00017311632,0.0007851011,0.00012797427],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016605177,0.00029158613,0.00034232464,0.00025112886,0.000044181586,0.00015282948,0.00018574814,0.00010238904,0.000007888407],"category_scores_gemma":[0.00003580993,0.00028573137,0.00016626745,0.00014999101,0.000024563999,0.00024640394,0.00004576487,0.000264063,0.0000031041416],"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":[0.000032266045,0.000037228616,0.000024885436,0.00013536251,0.00061537017,0.0000680614,0.00017370032,0.030156331,0.9567559,0.00029491968,0.0006004548,0.011105528],"study_design_scores_gemma":[0.0020631717,0.0001524604,0.00030081236,0.0004130719,0.000115640934,0.0034601733,0.000050371793,0.42961144,0.5288387,0.00017471038,0.034271825,0.0005476027],"about_ca_topic_score_codex":0.000001186041,"about_ca_topic_score_gemma":0.0000026773666,"teacher_disagreement_score":0.6916427,"about_ca_system_score_codex":0.00012001112,"about_ca_system_score_gemma":0.00006611513,"threshold_uncertainty_score":0.99995947},"labels":[],"label_agreement":null},{"id":"W3216770557","doi":"10.1002/mmce.23007","title":"Substrate integrated waveguide omnidirectional filtering antenna with a controllable radiation null for 5.8 <scp>GHz WiFi</scp> application","year":2021,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":6,"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":"Fundamental Research Funds for the Central Universities; State Key Laboratory of Millimeter Waves; Queen's University; National Natural Science Foundation of China; Queen's University Belfast","keywords":"Omnidirectional antenna; Radiation pattern; Null (SQL); Return loss; Resonator; Radiation; Optics; Stopband; Antenna (radio); Waveguide; Bandwidth (computing); Physics; Acoustics; Materials science; Computer science; Telecommunications","score_opus":0.0051474993517400015,"score_gpt":0.191787859923674,"score_spread":0.186640360571934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216770557","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":[0.2686356,0.0016506294,0.7280523,0.00006180224,0.0012091058,0.00012328466,0.000035666104,0.00012000624,0.00011158899],"genre_scores_gemma":[0.91544497,0.0005840359,0.08258184,0.000057903813,0.0009923425,0.00001956466,0.00009467131,0.00008143418,0.00014322544],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985256,0.00001460785,0.00064364297,0.00025108084,0.00024470277,0.00032033425],"domain_scores_gemma":[0.99849594,0.00027153108,0.00017177062,0.000137453,0.00077064935,0.00015267517],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027412895,0.0003175111,0.00039962097,0.00040127023,0.000052051346,0.0002159907,0.00022392186,0.000112010486,0.0000034748018],"category_scores_gemma":[0.000097133554,0.00031342788,0.00014557509,0.00024487294,0.000024473857,0.00033325664,0.00003596996,0.00028631862,0.0000024893147],"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":[0.000028989036,0.00003480112,0.00013297785,0.00010978198,0.0005983999,0.000069267655,0.00017358911,0.3145566,0.67336404,0.0004901676,0.0009894574,0.009451925],"study_design_scores_gemma":[0.002115723,0.00012723553,0.0010995005,0.00041135892,0.00006712823,0.0017489954,0.00006493868,0.7256973,0.2362941,0.0001030558,0.032043107,0.00022759516],"about_ca_topic_score_codex":0.000005379439,"about_ca_topic_score_gemma":0.0000052293376,"teacher_disagreement_score":0.6468094,"about_ca_system_score_codex":0.00018691953,"about_ca_system_score_gemma":0.00008003403,"threshold_uncertainty_score":0.99993175},"labels":[],"label_agreement":null},{"id":"W4200132932","doi":"10.1002/mmce.23027","title":"Isolation enhancement in planar multiple antenna by using split miniaturized‐EBG structure","year":2021,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Advanced Antenna and Metasurface Technologies","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":"Concordia University","funders":"China Scholarship Council","keywords":"Decoupling (probability); Planar; Metamaterial; Center frequency; Optics; Physics; Optoelectronics; Materials science; Computer science; Engineering; Band-pass filter","score_opus":0.007994065698520665,"score_gpt":0.21522295845568012,"score_spread":0.20722889275715947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200132932","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":[0.59422076,0.0021868008,0.40263405,0.000046101013,0.00083763717,0.000027974334,0.000013687276,0.000029965564,0.0000030084514],"genre_scores_gemma":[0.8313546,0.00062993786,0.16783524,0.000024967325,0.00011815288,4.5262902e-7,0.000012817231,0.000017349676,0.0000064830524],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991396,0.000007459949,0.0003923424,0.00012720468,0.00015517064,0.00017820559],"domain_scores_gemma":[0.999593,0.00005337708,0.0000899001,0.00007522205,0.00014109498,0.000047372803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006809435,0.00016501702,0.00024099712,0.0001991493,0.000015232867,0.000051571682,0.00015761735,0.0000808199,0.000005244954],"category_scores_gemma":[0.000035992136,0.0001676518,0.000058360885,0.000107431595,0.000014589429,0.0002362978,0.0000462792,0.0002621344,4.6588866e-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":[0.000013024354,0.000015722433,0.0003368125,0.000027715869,0.000101999416,0.00012186968,0.00010490905,0.035687335,0.95668256,0.00003630337,0.00006771649,0.006804019],"study_design_scores_gemma":[0.0015621089,0.000054439555,0.0011652216,0.0005508714,0.000023221392,0.00081520446,0.0001288451,0.4726189,0.51988816,0.00021251432,0.0026415903,0.00033888195],"about_ca_topic_score_codex":0.0000027198575,"about_ca_topic_score_gemma":0.0000055274304,"teacher_disagreement_score":0.43693158,"about_ca_system_score_codex":0.00012042569,"about_ca_system_score_gemma":0.000017269445,"threshold_uncertainty_score":0.6836642},"labels":[],"label_agreement":null},{"id":"W4230198737","doi":"10.1002/mmce.20187","title":"Handbook of Engineering Electromagnetics, Edited by Rajeev Bansal, Marcel Dekker, Inc. 2004, 720 pages, $116.96, ISBN: 0-8247-5628-2","year":2006,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Experimental Learning in Engineering","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":"Polytechnique Montréal","funders":"","keywords":"Library science; Electromagnetics; Citation; Art history; Computer science; Engineering physics; Engineering; Art","score_opus":0.00254372873531388,"score_gpt":0.17270426619196108,"score_spread":0.1701605374566472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230198737","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":[0.28374818,0.025326371,0.6868775,0.000105099934,0.0033421323,0.00016502867,0.000039707487,0.00028516364,0.00011080102],"genre_scores_gemma":[0.9044682,0.0017983674,0.09178478,0.000028793542,0.0015834946,0.000006605525,0.0000733943,0.00017034271,0.00008601133],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977885,0.000016578237,0.0009804808,0.0002491773,0.00048455273,0.00048072735],"domain_scores_gemma":[0.9989974,0.00016390496,0.00021327485,0.00018403464,0.000267863,0.00017351889],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022990053,0.00046945328,0.00054372195,0.0005956957,0.000032447057,0.00012640134,0.000521393,0.00018141797,0.000023703882],"category_scores_gemma":[0.000035709527,0.00053096743,0.00018019137,0.00019768787,0.000043084594,0.00035099025,0.00012072181,0.0006370668,0.000004671112],"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":[0.000017510718,0.000042705196,0.00012420065,0.00009475472,0.00023474098,0.00006418049,0.000073896605,0.3690208,0.6189605,0.00007070638,0.009133238,0.00216274],"study_design_scores_gemma":[0.0020993988,0.00033996286,0.00082844315,0.0010265463,0.000069538786,0.0009101404,0.000017994342,0.4490414,0.5066944,0.000028552453,0.038158987,0.00078466616],"about_ca_topic_score_codex":0.000023143448,"about_ca_topic_score_gemma":0.0000018361828,"teacher_disagreement_score":0.62072,"about_ca_system_score_codex":0.00026275782,"about_ca_system_score_gemma":0.000028306362,"threshold_uncertainty_score":0.9997142},"labels":[],"label_agreement":null},{"id":"W4231643970","doi":"10.1002/mmce.20303","title":"Tuning-aided implicit space mapping","year":2008,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Space mapping; Microwave; Convergence (economics); ISM band; Band-stop filter; Sensitivity (control systems); Filter (signal processing); Space (punctuation); Computer science; Microstrip; CAD; Electronic engineering; Topology (electrical circuits); Algorithm; Low-pass filter; Engineering; Electrical engineering; Telecommunications; Engineering drawing; Wireless","score_opus":0.010298016452424081,"score_gpt":0.19653978250501897,"score_spread":0.18624176605259488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231643970","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":[0.41997793,0.0014406755,0.5758745,0.000080633174,0.0021251407,0.000049617658,0.0000055510427,0.00015190733,0.00029405378],"genre_scores_gemma":[0.9425385,0.0010038525,0.05505462,0.00005546145,0.0011792678,0.000001694769,0.0000057701945,0.00006646316,0.00009436175],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985497,0.0000103007205,0.0006336237,0.00018078949,0.00028755108,0.00033804687],"domain_scores_gemma":[0.9991717,0.000109816094,0.000119599645,0.00015232209,0.0002510615,0.00019553387],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020554378,0.00031503753,0.0003920191,0.00055147946,0.000051790037,0.00008589638,0.00039736225,0.00010567787,0.000011596857],"category_scores_gemma":[0.000041560445,0.00032977771,0.00017351315,0.00016186816,0.000036550475,0.00029698777,0.00010136297,0.00041649118,0.000009218205],"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":[0.000019751635,0.000037614984,0.0004784923,0.00012492931,0.0007552249,0.00078174676,0.001223402,0.2837081,0.69379216,0.00078119425,0.007588354,0.010709033],"study_design_scores_gemma":[0.0037439794,0.0002853672,0.011936508,0.0016223826,0.00008251738,0.025542123,0.00014315857,0.7220837,0.12894891,0.00038069134,0.103470415,0.0017602673],"about_ca_topic_score_codex":0.0000054064653,"about_ca_topic_score_gemma":5.38104e-7,"teacher_disagreement_score":0.56484324,"about_ca_system_score_codex":0.00013811127,"about_ca_system_score_gemma":0.000030848714,"threshold_uncertainty_score":0.9999154},"labels":[],"label_agreement":null},{"id":"W4236290647","doi":"10.1002/mmce.20276","title":"Automated time domain modeling of linear and nonlinear microwave circuits using recurrent neural networks","year":2008,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","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":"","keywords":"Time domain; Computer science; Waveform; Transient (computer programming); Recurrent neural network; Frequency domain; Nonlinear system; Envelope (radar); Artificial neural network; Electronic engineering; Amplifier; Microwave; Computational electromagnetics; Algorithm; Control theory (sociology); Artificial intelligence; Engineering; Telecommunications; Physics; Bandwidth (computing)","score_opus":0.01397523714680029,"score_gpt":0.22016897664608068,"score_spread":0.20619373949928038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236290647","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":[0.5419967,0.00166943,0.45533973,0.000011557947,0.0008098826,0.000049532617,0.000008455054,0.00010127623,0.000013375057],"genre_scores_gemma":[0.913001,0.0006325346,0.08558029,0.000015931118,0.00069346983,6.2371106e-7,0.000011095286,0.000061138184,0.0000039077668],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984129,0.000018215775,0.0008285368,0.00019421926,0.00024277199,0.00030333307],"domain_scores_gemma":[0.9991577,0.000083156716,0.00016150053,0.000121676014,0.0003074639,0.00016849142],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023535937,0.00032432846,0.0004891832,0.000433246,0.000051985568,0.000046012075,0.0002565359,0.00013116132,0.0000029040655],"category_scores_gemma":[0.000024389505,0.00033944094,0.00014320537,0.0001453204,0.000050961695,0.00023629062,0.000106500214,0.0003879312,8.4783477e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000116185365,0.00002068901,0.000052104195,0.000061899475,0.00023372727,0.00010839449,0.00028317663,0.8141251,0.18176086,0.000016697903,0.00007636455,0.0032493342],"study_design_scores_gemma":[0.00076885783,0.000075628224,0.00010540137,0.00041658815,0.000031976695,0.0033139158,0.00001208217,0.9883767,0.0064551574,0.000012289533,0.00013819613,0.0002932022],"about_ca_topic_score_codex":0.0000055336754,"about_ca_topic_score_gemma":4.1656185e-7,"teacher_disagreement_score":0.37100425,"about_ca_system_score_codex":0.00009363829,"about_ca_system_score_gemma":0.00002711383,"threshold_uncertainty_score":0.99990577},"labels":[],"label_agreement":null},{"id":"W4240304574","doi":"10.1002/(sici)1099-047x(200005)10:3<190::aid-mmce6>3.3.co;2-0","title":"Use of 3D field simulators in the synthesis of waveguide capacitive iris coupled lowpass filters","year":2000,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","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":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Capacitive sensing; Band-pass filter; Waveguide filter; Waveguide; Filter (signal processing); Low-pass filter; Electromagnetic field; Finite element method; Electronic engineering; Discontinuity (linguistics); Computer science; Engineering; Prototype filter; Mathematics; Physics; Optics; Electrical engineering; Mathematical analysis","score_opus":0.010338399582971534,"score_gpt":0.20622227488512657,"score_spread":0.19588387530215504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240304574","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":[0.88684785,0.0003854494,0.111987144,0.000071850816,0.0005155159,0.000072143754,0.00001952619,0.000021764445,0.000078740624],"genre_scores_gemma":[0.98333126,0.0004957536,0.015908156,0.000046146983,0.00017684809,0.0000018168291,0.0000025540119,0.000026981992,0.000010499075],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866223,0.000022864839,0.00074565056,0.000114067836,0.0002619906,0.00019320297],"domain_scores_gemma":[0.9986959,0.00081662,0.00012235716,0.00014142104,0.00016653448,0.000057155918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029245878,0.00021132543,0.0003808115,0.00035888216,0.000012451881,0.000044740118,0.0003439449,0.00008609787,0.000026875847],"category_scores_gemma":[0.00011151291,0.0001816347,0.00014147162,0.00014977962,0.00003638796,0.00022021607,0.000028811055,0.0002706616,9.700063e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046675366,0.000042559706,0.00021106351,0.000108341,0.00035008282,0.000081297825,0.0009389428,0.8740686,0.10033511,0.00008647697,0.0005056253,0.02322523],"study_design_scores_gemma":[0.0007848424,0.00015448846,0.00283256,0.001196709,0.00006423064,0.00043394897,0.00008544175,0.8310804,0.16013855,0.000031397514,0.0028569147,0.00034054142],"about_ca_topic_score_codex":0.00004673509,"about_ca_topic_score_gemma":0.0000035635662,"teacher_disagreement_score":0.09648338,"about_ca_system_score_codex":0.000058182293,"about_ca_system_score_gemma":0.000017062252,"threshold_uncertainty_score":0.74068487},"labels":[],"label_agreement":null},{"id":"W4244003399","doi":"10.1002/mmce.20339","title":"Microwave noise modeling for PHEMT using artificial neural network technique","year":2008,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Radio Frequency Integrated Circuit 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":"Carleton University","funders":"Program for New Century Excellent Talents in University; National Natural Science Foundation of China","keywords":"High-electron-mobility transistor; Electronic engineering; Noise (video); Artificial neural network; Microwave; Correlation coefficient; Noise figure; Transistor; Optoelectronics; Electrical engineering; Materials science; Engineering; Computer science; Mathematics; CMOS; Artificial intelligence; Statistics; Amplifier; Telecommunications; Voltage","score_opus":0.029377056084299184,"score_gpt":0.22917575987539482,"score_spread":0.19979870379109563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244003399","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":[0.27568218,0.0008596231,0.7210795,0.000021119262,0.0020664763,0.00015336106,0.0000076274373,0.00008402322,0.000046071822],"genre_scores_gemma":[0.87191945,0.00013471492,0.12589222,0.00004174778,0.001928518,0.000007559207,0.000006093982,0.00006697386,0.0000026936027],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984701,0.000014518342,0.00073970744,0.0001840703,0.0002269838,0.00036458005],"domain_scores_gemma":[0.99911165,0.00009671784,0.0001340144,0.00011602423,0.0004075481,0.00013403992],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024722074,0.00029543496,0.00037079476,0.000329374,0.00006997731,0.0000896978,0.00036256315,0.00013711562,0.000003357584],"category_scores_gemma":[0.00003017905,0.00031456136,0.00020605509,0.00014226457,0.000032668013,0.00034256338,0.000016123766,0.0003966217,9.6756e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015845135,0.000009995165,0.000014336124,0.000019121067,0.00013858092,0.00009495083,0.00007476859,0.5643016,0.4316338,0.00026323702,0.00019068366,0.0032431004],"study_design_scores_gemma":[0.00038002428,0.00006784292,0.000013845068,0.0002349718,0.000031816773,0.0043003964,0.000009392317,0.8500336,0.1436429,0.00079754036,0.00021251597,0.0002751743],"about_ca_topic_score_codex":0.0000066230414,"about_ca_topic_score_gemma":0.000001500179,"teacher_disagreement_score":0.5962373,"about_ca_system_score_codex":0.00023945815,"about_ca_system_score_gemma":0.000055380176,"threshold_uncertainty_score":0.9999306},"labels":[],"label_agreement":null},{"id":"W4251645412","doi":"10.1002/mmce.20338","title":"Composite corporate traveling-wave power dividers for slot array waveguide antennas","year":2008,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Microwave Engineering and Waveguides","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 de Sherbrooke; Polytechnique Montréal; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Power dividers and directional couplers; Splitter; Insertion loss; Bandwidth (computing); Microwave; Power (physics); Microstrip; Electrical engineering; Wilkinson power divider; Electronic engineering; Engineering; Topology (electrical circuits); Antenna (radio); Acoustics; Computer science; Frequency divider; Telecommunications; Physics; Optics","score_opus":0.0219716788070331,"score_gpt":0.20527662108507178,"score_spread":0.18330494227803867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251645412","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":[0.3630794,0.0010789306,0.6327226,0.00008568694,0.0026528973,0.000105547195,0.000025931005,0.000115704664,0.00013330068],"genre_scores_gemma":[0.9093728,0.0005251388,0.08903372,0.00009468883,0.00080941926,0.0000041992416,0.000018311115,0.000089012436,0.000052705876],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998194,0.000012011727,0.000850906,0.00023651563,0.00030132578,0.00040524453],"domain_scores_gemma":[0.99873006,0.00018234593,0.00022832876,0.00015726063,0.00047251006,0.00022948264],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002847135,0.00039885324,0.0005028806,0.00039120033,0.000071083334,0.000107755026,0.0003427815,0.00012554119,0.0000072751595],"category_scores_gemma":[0.00004552033,0.00040647923,0.00027327516,0.00012580799,0.000059095008,0.00029354286,0.000053823416,0.00035663042,0.00000399302],"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":[0.00006489316,0.000046994086,0.00016735874,0.00010553852,0.0007897954,0.00034274973,0.00078493817,0.14763731,0.84395605,0.0004473137,0.0028320295,0.0028250243],"study_design_scores_gemma":[0.0050134514,0.00055975124,0.005777518,0.0012701256,0.00013839448,0.013535678,0.00010659876,0.54973465,0.3954196,0.00043198318,0.026383491,0.0016287481],"about_ca_topic_score_codex":0.0000026378445,"about_ca_topic_score_gemma":0.0000010708103,"teacher_disagreement_score":0.54629344,"about_ca_system_score_codex":0.0001309944,"about_ca_system_score_gemma":0.00003998221,"threshold_uncertainty_score":0.9998387},"labels":[],"label_agreement":null},{"id":"W4253842501","doi":"10.1002/mmce.20319","title":"Optimization of passive microwave devices through geometrical parameterization-Application to the design of a cylindrical dual-mode cavity filter","year":2008,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","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":"Simon Fraser University","funders":"","keywords":"Microwave; Finite element method; Filter (signal processing); Convergence (economics); Parametric statistics; Quadratic equation; Mode (computer interface); Polynomial; Computer science; Acoustics; Mathematics; Topology (electrical circuits); Geometry; Mathematical analysis; Physics; Engineering; Structural engineering; Telecommunications; Electrical engineering","score_opus":0.015093170682986403,"score_gpt":0.23073254820613603,"score_spread":0.21563937752314963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253842501","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":[0.13190311,0.0004429225,0.86672187,0.00011167179,0.0005930556,0.0001564216,0.000024656812,0.000032121545,0.000014134738],"genre_scores_gemma":[0.7918007,0.00038284523,0.20746109,0.000037723792,0.0002683611,0.0000050137537,0.000010945425,0.000029581812,0.0000037528998],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99847513,0.000029573468,0.0008044771,0.00016875725,0.0003246017,0.0001974708],"domain_scores_gemma":[0.99867564,0.00031305308,0.00024332323,0.00016740116,0.00050770596,0.0000928934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019629071,0.00023271178,0.0003883424,0.00039076954,0.000037818867,0.00003419556,0.00034118033,0.00010300678,0.0000046589203],"category_scores_gemma":[0.00010625392,0.00019848906,0.0001285257,0.00037682775,0.00004964705,0.0002187566,0.00008768356,0.0002246736,0.0000015590581],"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":[0.000025771746,0.000035478624,0.000069692105,0.000047026682,0.00020718905,0.00001546032,0.00057908375,0.84969634,0.14489,0.00009640426,0.0003084893,0.0040290593],"study_design_scores_gemma":[0.0005071129,0.0001488672,0.0012905122,0.00020323264,0.00004285423,0.00062063173,0.000020104573,0.8834141,0.11274385,0.000035603385,0.0007466459,0.00022652383],"about_ca_topic_score_codex":0.000012236638,"about_ca_topic_score_gemma":0.0000010636908,"teacher_disagreement_score":0.65989757,"about_ca_system_score_codex":0.000087964705,"about_ca_system_score_gemma":0.000036721427,"threshold_uncertainty_score":0.80941486},"labels":[],"label_agreement":null},{"id":"W4254757227","doi":"10.1002/mmce.20336","title":"Composite right/left handed artificial transmission line structures in CMOS for controlled insertion phase at 30 GHz","year":2008,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","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":"Queen's University; Royal Military College of Canada","funders":"","keywords":"Insertion loss; CMOS; Metamaterial; Transmission line; Inductor; Capacitor; Phase (matter); Electrical engineering; Extremely high frequency; Materials science; Engineering; Topology (electrical circuits); Optoelectronics; Physics; Telecommunications; Voltage","score_opus":0.018779489954418305,"score_gpt":0.2672213103464115,"score_spread":0.2484418203919932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254757227","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":[0.690895,0.0003016588,0.30761996,0.00015272961,0.000796623,0.00019655406,0.00002151814,0.000012825077,0.0000031252582],"genre_scores_gemma":[0.942751,0.00017761819,0.056527,0.000057753823,0.0004265542,0.000007408444,0.000020915624,0.000014839039,0.0000168978],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99863386,0.000032545613,0.00076330215,0.00017584418,0.00022367583,0.00017079941],"domain_scores_gemma":[0.9991634,0.00012338112,0.0002936252,0.00007726373,0.00024252584,0.00009979984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003721132,0.00016566133,0.0004282588,0.00019695448,0.00009045879,0.000079891164,0.0002167241,0.00006529816,0.00008356429],"category_scores_gemma":[0.000025227959,0.00013436648,0.000120141405,0.000042039093,0.000031772906,0.00017419802,0.000040883344,0.000090482165,0.0000031816364],"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":[0.00079267245,0.00010139154,0.000016320488,0.000021845546,0.00005066655,0.00002761708,0.00023481586,0.013978826,0.9819064,0.00021043267,0.00007780456,0.0025811724],"study_design_scores_gemma":[0.006998083,0.0001825261,0.000517529,0.0001087583,0.00003409762,0.00045464595,0.0000044110393,0.040406805,0.9480056,0.00048017333,0.0026527313,0.00015459582],"about_ca_topic_score_codex":0.000007675918,"about_ca_topic_score_gemma":0.0000037516795,"teacher_disagreement_score":0.25185603,"about_ca_system_score_codex":0.00007147066,"about_ca_system_score_gemma":0.0000341542,"threshold_uncertainty_score":0.5479306},"labels":[],"label_agreement":null},{"id":"W4256277698","doi":"10.1002/mmce.20284","title":"Parameter extraction of interdigital slow-wave coplanar waveguide circuits using finite difference frequency domain algorithm","year":2008,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique; Polytechnique Montréal","funders":"","keywords":"Coplanar waveguide; Resonator; Eigenvalues and eigenvectors; Electronic circuit; Filter (signal processing); Dielectric; Propagation constant; Waveguide; Frequency domain; Microwave; Mathematics; Electronic engineering; Topology (electrical circuits); Mathematical analysis; Materials science; Computer science; Physics; Engineering; Optoelectronics; Optics; Electrical engineering; Telecommunications","score_opus":0.018480750442208004,"score_gpt":0.2189771186534982,"score_spread":0.2004963682112902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256277698","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":[0.4601602,0.00060378405,0.53763515,0.000009110273,0.0014149622,0.00004494608,0.000022486875,0.00004505159,0.00006433664],"genre_scores_gemma":[0.8405949,0.00035650682,0.15841332,0.000017722487,0.0005437083,0.0000011983971,0.000011359652,0.00004871928,0.000012564369],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982259,0.000017394525,0.0009140088,0.00020278487,0.0003378295,0.00030205562],"domain_scores_gemma":[0.99888283,0.0002470258,0.00022702006,0.00015783848,0.0003248654,0.00016039745],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001876308,0.0003386977,0.0004790408,0.00054962025,0.000040807972,0.00006869006,0.00028881826,0.00013170548,0.000008120388],"category_scores_gemma":[0.00006011536,0.0003489874,0.00020663413,0.00014487105,0.000066951536,0.00037182542,0.000074926036,0.00040127966,0.0000018876196],"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":[0.000015868809,0.00006986688,0.00027454022,0.00013668039,0.0007501784,0.00083779637,0.0009718223,0.14306912,0.82040036,0.00017019744,0.00025373633,0.033049837],"study_design_scores_gemma":[0.001646081,0.0002401527,0.0032344135,0.0012363079,0.00006946967,0.014733476,0.00006859064,0.85904294,0.11756701,0.00061498734,0.000770514,0.00077604514],"about_ca_topic_score_codex":0.000011864361,"about_ca_topic_score_gemma":7.9419164e-7,"teacher_disagreement_score":0.71597385,"about_ca_system_score_codex":0.00017640724,"about_ca_system_score_gemma":0.000043433476,"threshold_uncertainty_score":0.9998962},"labels":[],"label_agreement":null},{"id":"W4281760739","doi":"10.1002/mmce.23279","title":"Dual circularly polarized semi‐cylindrical hybrid dielectric resonator antenna for <scp>X</scp> and <scp>Ku</scp> ‐band applications","year":2022,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","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":"Cégep de Rimouski; Université du Québec à Rimouski","funders":"","keywords":"Axial ratio; Circular polarization; Optics; Ku band; Dielectric resonator antenna; Resonator; Physics; Dielectric; Multi-band device; Dielectric resonator; RADIUS; Bandwidth (computing); Antenna (radio); Materials science; Optoelectronics; Microstrip; Telecommunications","score_opus":0.007285197036755989,"score_gpt":0.20149049488783108,"score_spread":0.1942052978510751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281760739","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":[0.18045281,0.0046925195,0.8140146,0.00006510825,0.00047003193,0.00016024079,0.00005424108,0.00006939972,0.000021043148],"genre_scores_gemma":[0.98880756,0.0006411887,0.009505877,0.00011025457,0.0007130731,0.000032610827,0.000037150832,0.00005873704,0.00009352943],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984268,0.000026294972,0.00058246707,0.00025508425,0.00036419852,0.0003451441],"domain_scores_gemma":[0.9986754,0.000566608,0.0001724499,0.000118681644,0.00026040428,0.00020643468],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034356632,0.0002708055,0.00041487959,0.0006216666,0.00014881017,0.0001924293,0.00033797146,0.00006524307,0.000002987547],"category_scores_gemma":[0.00010207215,0.00029012098,0.00022995999,0.00026498482,0.000033129225,0.00022593251,0.00012075879,0.00049691607,0.0000012940565],"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":[0.000010482243,0.00007917079,0.0003372306,0.0000726612,0.0009654333,0.00016337076,0.00037463583,0.0034313374,0.99005,0.0005822819,0.00080495776,0.003128448],"study_design_scores_gemma":[0.002387957,0.0002638326,0.00094909815,0.00009593814,0.0002092083,0.003381117,0.00022307293,0.9517366,0.006808509,0.0005061046,0.03325325,0.00018529913],"about_ca_topic_score_codex":0.000004285257,"about_ca_topic_score_gemma":5.625538e-7,"teacher_disagreement_score":0.9832415,"about_ca_system_score_codex":0.0001491679,"about_ca_system_score_gemma":0.000043661472,"threshold_uncertainty_score":0.9999551},"labels":[],"label_agreement":null},{"id":"W4283031276","doi":"10.1002/mmce.23276","title":"Bandstop filtering for integrated substrate gap waveguide <scp>high‐gain</scp> and wideband slot antenna for <scp>5G</scp>","year":2022,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Microwave Engineering and Waveguides","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":"Concordia University","funders":"National Natural Science Foundation of China","keywords":"Wideband; Passband; Stopband; Antenna (radio); Optoelectronics; Optics; Materials science; Physics; Telecommunications; Computer science; Band-pass filter; Resonator","score_opus":0.012064830205182486,"score_gpt":0.21242714428346213,"score_spread":0.20036231407827965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283031276","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":[0.41294366,0.0025481193,0.58184695,0.000047728005,0.0020583912,0.0002140787,0.00018916298,0.00011439397,0.000037530703],"genre_scores_gemma":[0.96141213,0.0006167037,0.03656252,0.00010161371,0.0007544163,0.000046715544,0.00012569854,0.00014274841,0.00023747185],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997868,0.000022692604,0.00088904134,0.00035351317,0.00030515002,0.0005616107],"domain_scores_gemma":[0.99816775,0.0008413486,0.00022075628,0.00015970146,0.00036272182,0.00024770893],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006011286,0.00048424472,0.00058222737,0.00053612306,0.00015546642,0.0002684056,0.00047850472,0.00011588469,0.0000038355397],"category_scores_gemma":[0.00021701284,0.0005164892,0.00022690282,0.00016880454,0.000043281187,0.00031360713,0.00014606077,0.0004955987,7.0681153e-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":[0.00002370028,0.000047605878,0.00007670311,0.00026567525,0.00071848044,0.00006704283,0.00067922636,0.14367287,0.8370359,0.0005492899,0.012650226,0.004213255],"study_design_scores_gemma":[0.0038581032,0.00059039524,0.00036842152,0.00046126018,0.00012247171,0.001868248,0.00036870467,0.7148007,0.17734298,0.0004533442,0.0994378,0.00032756446],"about_ca_topic_score_codex":0.000012668955,"about_ca_topic_score_gemma":0.0000024799485,"teacher_disagreement_score":0.65969294,"about_ca_system_score_codex":0.00020936412,"about_ca_system_score_gemma":0.00004590143,"threshold_uncertainty_score":0.9997287},"labels":[],"label_agreement":null},{"id":"W4307532257","doi":"10.1002/mmce.23528","title":"A compact radio frequency identification tag antenna with loaded coupling rings for <scp>two‐side anti‐metal</scp> design","year":2022,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","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":"Dalhousie University","funders":"Science and Technology Planning Project of Fuzhou; National Natural Science Foundation of China","keywords":"Antenna (radio); Sensitivity (control systems); Coupling (piping); Planar; Radio frequency; Transmission (telecommunications); Materials science; Physics; Telecommunications; Optoelectronics; Electrical engineering; Electronic engineering; Computer science; Composite material; Engineering","score_opus":0.012013901043931364,"score_gpt":0.21101555723912127,"score_spread":0.19900165619518992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307532257","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":[0.30057096,0.0009769667,0.6975679,0.00004631494,0.00062748377,0.00011897057,0.00001740973,0.00006739573,0.0000066491443],"genre_scores_gemma":[0.9660432,0.00014643963,0.03326699,0.000037719037,0.0003826484,0.000008839535,0.00002246143,0.00005809824,0.000033620992],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998468,0.000018870438,0.0006314566,0.00021386721,0.00037533682,0.0002924982],"domain_scores_gemma":[0.9989071,0.0002643934,0.0002687655,0.00012260361,0.0003097436,0.00012739],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005089135,0.0002674039,0.00041368918,0.0005830681,0.00011353503,0.00018680649,0.00043017176,0.000040303967,0.0000051451675],"category_scores_gemma":[0.000040342424,0.00026202967,0.00019443186,0.00023625555,0.00002947775,0.00036182476,0.000051399864,0.00034582862,0.0000014747762],"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":[0.000014788237,0.00002858409,0.00020627707,0.000031639607,0.0005911873,0.00008432653,0.00022765143,0.39163846,0.6062253,0.00016465,0.00014741435,0.0006397134],"study_design_scores_gemma":[0.0014614301,0.00017734502,0.0012826362,0.00016378725,0.00013443308,0.0012299481,0.00015176686,0.966297,0.028303634,0.0001389154,0.0004756582,0.00018347807],"about_ca_topic_score_codex":0.0000091803795,"about_ca_topic_score_gemma":7.614597e-7,"teacher_disagreement_score":0.6654722,"about_ca_system_score_codex":0.00020039025,"about_ca_system_score_gemma":0.000042072126,"threshold_uncertainty_score":0.9999832},"labels":[],"label_agreement":null},{"id":"W4307573528","doi":"10.1002/mmce.23481","title":"Design and fabrication of flexible and frequency reconfigurable antenna loaded with copper, distilled water and seawater metamaterial superstrate for <scp>IoT</scp> applications","year":2022,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Materials science; Reconfigurability; Metamaterial; Bandwidth (computing); Split-ring resonator; PIN diode; Optoelectronics; Fabrication; Microstrip antenna; Anechoic chamber; Antenna (radio); Diode; Computer science; Telecommunications","score_opus":0.010369181310729524,"score_gpt":0.19543636610216153,"score_spread":0.185067184791432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307573528","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":[0.37279508,0.0008444961,0.626025,0.0000419051,0.00012586974,0.00012916986,0.00001421315,0.000017952485,0.000006288952],"genre_scores_gemma":[0.9691683,0.00026558805,0.030337412,0.000016459002,0.000104303464,0.000027417664,0.000020454778,0.000023587985,0.00003648404],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992207,0.000017895101,0.00033455435,0.00014855368,0.00012284525,0.00015544199],"domain_scores_gemma":[0.999501,0.000100560144,0.00008236105,0.00006109621,0.0001767166,0.000078251935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021932853,0.00015465486,0.00026864262,0.00023388775,0.000063777115,0.00008989314,0.00011187763,0.000033480752,0.0000052091946],"category_scores_gemma":[0.000006078853,0.00012484362,0.000041123654,0.00006156165,0.00003969338,0.00015599183,0.00003655161,0.000111129106,1.5643349e-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":[0.00003740124,0.000019979047,0.00014099375,0.00008364479,0.00046025065,0.000009729783,0.00057915365,0.0081627965,0.98864293,0.00019200095,0.000050967206,0.0016201737],"study_design_scores_gemma":[0.004256561,0.00080516824,0.0012992341,0.00024164213,0.00042704516,0.0018439709,0.00071618013,0.5655571,0.421875,0.0007731816,0.0017929183,0.00041199583],"about_ca_topic_score_codex":0.000008283216,"about_ca_topic_score_gemma":3.8609824e-7,"teacher_disagreement_score":0.5963732,"about_ca_system_score_codex":0.00003345194,"about_ca_system_score_gemma":0.000012123076,"threshold_uncertainty_score":0.5090975},"labels":[],"label_agreement":null},{"id":"W4309196545","doi":"10.1002/mmce.23551","title":"Twin nonlinearity generator‐based analog predistorter for small‐cell power amplifiers","year":2022,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","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":"Concordia University","funders":"National Natural Science Foundation of China","keywords":"Adjacent channel power ratio; Amplifier; Quadrature amplitude modulation; Wideband; Phase-shift keying; Electronic engineering; Predistortion; Intermodulation; QAM; Adjacent channel; Bandwidth (computing); Electrical engineering; Engineering; Telecommunications; Bit error rate; Channel (broadcasting)","score_opus":0.01009213491973694,"score_gpt":0.2073101777828179,"score_spread":0.19721804286308098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309196545","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":[0.12984505,0.0006614319,0.8660817,0.00004833229,0.0030429524,0.00012706422,0.00008129594,0.00006695566,0.000045217577],"genre_scores_gemma":[0.8378294,0.00002208056,0.16128324,0.00019005167,0.0005480843,0.000014607081,0.000030005182,0.0000585856,0.000023935572],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882996,0.000016035796,0.00047838912,0.00017792896,0.00024950702,0.00024816472],"domain_scores_gemma":[0.9992783,0.00013254634,0.00012512317,0.00012572722,0.00020520294,0.00013307523],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024128398,0.00022103469,0.00026285293,0.0003314667,0.0000614902,0.000075941425,0.0003968229,0.000050867344,0.000023216158],"category_scores_gemma":[0.000015233552,0.0002511501,0.0001659903,0.00009648587,0.000018227593,0.00014569517,0.0000901111,0.00036630098,8.446356e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006532113,0.000059850827,0.00017274165,0.00004904989,0.00021108348,0.00008244439,0.00022215958,0.8698741,0.1229458,0.00016134072,0.0028777292,0.0032783458],"study_design_scores_gemma":[0.0037308028,0.00054404594,0.00067038933,0.000100494755,0.00007947579,0.00066444033,0.00007269404,0.8333433,0.043945853,0.00032309283,0.11573657,0.0007888398],"about_ca_topic_score_codex":0.0000017380212,"about_ca_topic_score_gemma":9.0008587e-7,"teacher_disagreement_score":0.7079844,"about_ca_system_score_codex":0.00026988512,"about_ca_system_score_gemma":0.00005351487,"threshold_uncertainty_score":0.9999941},"labels":[],"label_agreement":null},{"id":"W4390690723","doi":"10.1155/2024/1804375","title":"A High-Gain Wideband Fabry-Pérot Antenna Employing a Water-Based Frequency Selective Surface for Polarization- and RCS-Reconfigurability","year":2024,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Advanced Antenna and Metasurface Technologies","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 Victoria","funders":"Natural Science Foundation of Jiangxi Province; Huaqiao University; Ministry of Education of the People's Republic of China; National Natural Science Foundation of China","keywords":"Wideband; Reconfigurability; Optics; Materials science; Radome; Polarization (electrochemistry); Antenna (radio); Optoelectronics; Physics; Electrical engineering; Engineering; Telecommunications","score_opus":0.008137793100798955,"score_gpt":0.21963512306455277,"score_spread":0.2114973299637538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390690723","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":[0.44691703,0.0017819942,0.5499633,0.00020366388,0.0008625646,0.000095297815,0.00002256474,0.00015106563,0.0000025279471],"genre_scores_gemma":[0.91246253,0.00013318277,0.08716291,0.0000239653,0.00015440663,0.0000043113264,0.000010578238,0.000038582,0.00000954465],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896175,0.000010537743,0.0004319497,0.00020827269,0.00013857083,0.00024892],"domain_scores_gemma":[0.99931115,0.00021643417,0.00005283665,0.000081898455,0.00026110254,0.0000765622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024600336,0.00023553976,0.00030910273,0.0002690021,0.000042254607,0.00016763795,0.00018394244,0.00009713076,0.0000026136097],"category_scores_gemma":[0.00006328225,0.00019819316,0.00010088241,0.000102358834,0.000042856565,0.00036237264,0.000037829213,0.00028363144,8.115332e-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":[0.000023809602,0.000016250442,0.0003572137,0.0002098122,0.00032331116,0.00004975816,0.0002485625,0.079726465,0.90293556,0.0006517101,0.00004405667,0.015413486],"study_design_scores_gemma":[0.0013312309,0.00027695185,0.0007415152,0.0010107575,0.000082559425,0.0004797741,0.000072033305,0.58325213,0.40707728,0.004160451,0.0009921454,0.0005231653],"about_ca_topic_score_codex":0.000009832171,"about_ca_topic_score_gemma":0.0000035833345,"teacher_disagreement_score":0.5035257,"about_ca_system_score_codex":0.000115183895,"about_ca_system_score_gemma":0.000028973345,"threshold_uncertainty_score":0.8082082},"labels":[],"label_agreement":null},{"id":"W4391845919","doi":"10.1155/2024/2555206","title":"Implanted Rhombus Ring Partial Inset-Fed Circularly Polarized Microstrip Monopole Antenna for WBAN Applications","year":2024,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Antenna Design and Analysis","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":"Université du Québec à Trois-Rivières","funders":"","keywords":"Rhombus; Ring (chemistry); Monopole antenna; Microstrip antenna; J-pole antenna; Antenna (radio); Physics; Optics; Patch antenna; Telecommunications; Materials science; Optoelectronics; Engineering; Coaxial antenna; Chemistry; Geometry; Mathematics","score_opus":0.007974743732031723,"score_gpt":0.22054128047745106,"score_spread":0.21256653674541934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391845919","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":[0.043646824,0.003850982,0.9508186,0.00012019051,0.001208153,0.00013687283,0.00006245374,0.00014791937,0.000008013015],"genre_scores_gemma":[0.9824658,0.00044100624,0.0159526,0.000041537245,0.00097579334,0.000012467093,0.000037235088,0.000050969982,0.000022569584],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99880725,0.000009317835,0.0005580885,0.00019053624,0.00017626921,0.00025854274],"domain_scores_gemma":[0.99935895,0.00012028081,0.0000775756,0.00010066275,0.0002098752,0.00013265683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019592459,0.00023086322,0.0003121641,0.00049678324,0.000049378294,0.0003358556,0.00029352956,0.000090034795,0.0000054568045],"category_scores_gemma":[0.000014697089,0.00023010431,0.00025728717,0.00017632256,0.000025143077,0.0002956716,0.000047783324,0.00027502267,0.0000050382127],"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":[0.000029749057,0.000018689398,0.00006605077,0.00010306431,0.000804506,0.00007961378,0.00019215168,0.0010802537,0.9889197,0.00051588815,0.00007826983,0.008112098],"study_design_scores_gemma":[0.00097519933,0.000076019656,0.00020148401,0.00044327628,0.00013664433,0.0010478398,0.000031341482,0.9761691,0.013204293,0.00020863293,0.007177025,0.00032912454],"about_ca_topic_score_codex":0.0000073854458,"about_ca_topic_score_gemma":0.0000014477306,"teacher_disagreement_score":0.9757154,"about_ca_system_score_codex":0.0001118185,"about_ca_system_score_gemma":0.000037283553,"threshold_uncertainty_score":0.93833816},"labels":[],"label_agreement":null}]}