{"meta":{"query_hash":"3a7498cace59","filters":{"venue":"IEEE Journal of Microwaves"},"cohort_total":15,"direct_labels_cover":0,"predictions_cover":15,"exported":15,"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/3a7498cace59","api":"https://metacan.xera.ac/api/v1/cohort?venue=IEEE+Journal+of+Microwaves"},"results":[{"id":"W3118995878","doi":"10.1109/jmw.2020.3034578","title":"Microwave Huygens’ Metasurfaces: Fundamentals and Applications","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Microwaves","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wavefront; Huygens–Fresnel principle; Microwave; Metamaterial; Physics; Polarization (electrochemistry); Realization (probability); Antenna (radio); Optics; Computer science; Telecommunications; Mathematics","score_opus":0.022602363581455242,"score_gpt":0.2659172101147681,"score_spread":0.24331484653331287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118995878","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":[0.9798662,0.011027017,0.0076031233,0.0003033194,0.0004891996,0.00016231286,0.000073693,0.000013751262,0.00046136207],"genre_scores_gemma":[0.88622296,0.0026163193,0.109354354,0.00043064175,0.00039024744,0.000020924846,0.0000081589815,0.000035008743,0.00092138024],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99844074,0.00015525045,0.0007003984,0.00023792127,0.00023681372,0.00022886725],"domain_scores_gemma":[0.9985182,0.00011159745,0.0005552829,0.0002934024,0.00035568597,0.00016583042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087921316,0.00016197309,0.00043299922,0.00006649242,0.00017338648,0.0002026891,0.0002341171,0.000065316424,0.0006605445],"category_scores_gemma":[0.000038007493,0.00013563992,0.00011955219,0.00015641468,0.00014075958,0.00022019217,0.000057389483,0.00010647545,0.00014932617],"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":[0.000012199985,0.000082745544,0.00005875579,0.00003890849,0.000047244623,0.000012028532,0.00012070847,0.000025791127,0.9961103,0.00034722648,0.0020280373,0.0011160396],"study_design_scores_gemma":[0.00031055542,0.000031346433,0.00019208659,0.000028916249,0.00011890222,0.0005359153,0.00030378168,0.000001898944,0.89763725,0.0011747336,0.09953735,0.00012726765],"about_ca_topic_score_codex":0.000004790636,"about_ca_topic_score_gemma":0.000010378295,"teacher_disagreement_score":0.10175123,"about_ca_system_score_codex":0.000029136092,"about_ca_system_score_gemma":0.0001381063,"threshold_uncertainty_score":0.7232499},"labels":[],"label_agreement":null},{"id":"W3120505812","doi":"10.1109/jmw.2020.3033780","title":"Simulation and Automated Modeling of Microwave Circuits: State-of-the-Art and Emerging Trends","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Microwaves","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":39,"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 Ottawa; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Robustness (evolution); Computer science; Modeling and simulation; Microwave; Computer engineering; Electronic circuit; Electronic engineering; Control engineering; Systems engineering; Simulation; Engineering; Electrical engineering; Telecommunications","score_opus":0.01306710956533893,"score_gpt":0.23830310945625385,"score_spread":0.22523599989091492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120505812","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":[0.93232405,0.005712252,0.061317965,0.000041259034,0.0003760146,0.000028363858,0.000012210403,0.000038831593,0.00014907123],"genre_scores_gemma":[0.9972304,0.0003874036,0.0022005055,0.0000078931525,0.000056972018,2.1822116e-7,0.0000013509032,0.00003080791,0.00008446729],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989153,0.000034609275,0.0006391278,0.00010127253,0.00014521088,0.00016444916],"domain_scores_gemma":[0.9993159,0.000095425916,0.00017757485,0.00013599347,0.00021272076,0.000062375366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023273454,0.00015583773,0.00033943736,0.00019881215,0.000033394113,0.000024228651,0.000090267225,0.00006146218,0.000005470894],"category_scores_gemma":[0.000060073937,0.00013666297,0.00010210871,0.00023340745,0.000046267687,0.00013958382,0.000025912077,0.00018525965,3.576099e-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":[0.0000030403075,0.000008512252,0.000060458122,0.00011951045,0.00007142708,0.000005097163,0.00041017018,0.52523065,0.4697931,0.0000030986407,0.0001406567,0.00415428],"study_design_scores_gemma":[0.0003445769,0.00002185548,0.00035180344,0.00030702061,0.0000501912,0.00013193855,0.00007966866,0.70888495,0.2894064,0.000071307724,0.00023779235,0.00011248596],"about_ca_topic_score_codex":0.0000024079159,"about_ca_topic_score_gemma":0.0000050746617,"teacher_disagreement_score":0.18365435,"about_ca_system_score_codex":0.000026157304,"about_ca_system_score_gemma":0.00003327862,"threshold_uncertainty_score":0.55729544},"labels":[],"label_agreement":null},{"id":"W3120916259","doi":"10.1109/jmw.2020.3034379","title":"Substrate Integrated Transmission Lines: Review and Applications","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Microwaves","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":246,"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 Montréal; Polytechnique Montréal","funders":"Polytechnique Montréal","keywords":"Integrated circuit; Computer science; Substrate (aquarium); System integration; Electronic component; Milestone; Component (thermodynamics); Systems engineering; Engineering; Telecommunications; Electrical engineering; Physics","score_opus":0.009740512286000006,"score_gpt":0.2244489299488214,"score_spread":0.2147084176628214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120916259","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.081394754,0.64218664,0.27416888,0.0005316568,0.00038941324,0.00017348096,0.000020719297,0.00011197105,0.001022502],"genre_scores_gemma":[0.52036244,0.45198202,0.025347523,0.00040752813,0.00075511454,0.000009439921,0.000019051804,0.00010632378,0.0010105931],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992845,0.000020825415,0.00041351473,0.000082076614,0.00007298194,0.00012610492],"domain_scores_gemma":[0.9995142,0.00003612966,0.000059490998,0.00010865589,0.0001784601,0.00010306995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016833738,0.00013094573,0.00027813917,0.00006585175,0.000027095226,0.000028409533,0.00008850324,0.000056282937,0.00004616167],"category_scores_gemma":[0.000014046859,0.000110596135,0.00008473677,0.00018670168,0.000022493254,0.000086466614,0.000004261469,0.000238906,0.0000073897963],"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":[0.000002863887,0.000025533926,0.000020247042,0.001566028,0.00010975306,0.000044949305,0.00007935224,0.0018476932,0.9630023,0.000026698159,0.013994023,0.019280547],"study_design_scores_gemma":[0.00039707808,0.000034993816,0.00018799261,0.002407879,0.00024479954,0.0017852383,0.000085134656,0.0008076971,0.5920051,0.00016394767,0.40158734,0.00029283026],"about_ca_topic_score_codex":5.367565e-7,"about_ca_topic_score_gemma":9.048815e-7,"teacher_disagreement_score":0.43896765,"about_ca_system_score_codex":0.000020515952,"about_ca_system_score_gemma":0.000045568355,"threshold_uncertainty_score":0.45099795},"labels":[],"label_agreement":null},{"id":"W3198042508","doi":"10.1109/jmw.2021.3102869","title":"A Continuously Tunable Phase Shifter Using Surface Waves","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Microwaves","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":"University of Toronto","funders":"","keywords":"Phase shift module; Varicap; Figure of merit; Phase (matter); Insertion loss; Optoelectronics; Materials science; Physics; Electrical engineering; Capacitance; Engineering","score_opus":0.016793249598234954,"score_gpt":0.24855075519118075,"score_spread":0.2317575055929458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198042508","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":[0.95371187,0.009215407,0.03483279,0.00004997442,0.0014998834,0.000043241496,0.0000157083,0.00006762801,0.00056347507],"genre_scores_gemma":[0.97743124,0.00045538097,0.02086731,0.00005255931,0.00055811176,2.4109033e-7,0.0000021049377,0.00007270812,0.00056032266],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986014,0.000043897293,0.0006326153,0.00014174217,0.0001992321,0.00038112872],"domain_scores_gemma":[0.99917394,0.00007553524,0.00012640706,0.00021890421,0.00024469104,0.00016052833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031318172,0.00024762185,0.00045682545,0.00011961217,0.000052947085,0.00011153192,0.00018805571,0.000111075664,0.00012539286],"category_scores_gemma":[0.00004912358,0.00023973585,0.00023210573,0.00020716338,0.000042095926,0.00026381479,0.00002117558,0.00036234953,0.000022736833],"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":[0.000015704927,0.00006302766,0.00005974613,0.000092326656,0.00017603041,0.0004409535,0.00033778214,0.056125235,0.9337102,0.000007963346,0.008381956,0.00058905187],"study_design_scores_gemma":[0.0013926395,0.00006775122,0.000049986083,0.000299603,0.000087462395,0.0019579346,0.00020055346,0.014843816,0.962133,0.000096172145,0.018537816,0.00033328135],"about_ca_topic_score_codex":0.0000036123934,"about_ca_topic_score_gemma":0.0000023738662,"teacher_disagreement_score":0.041281417,"about_ca_system_score_codex":0.0000904395,"about_ca_system_score_gemma":0.00009839605,"threshold_uncertainty_score":0.9776144},"labels":[],"label_agreement":null},{"id":"W4205421572","doi":"10.1109/jmw.2021.3131856","title":"Tunable Bandpass Filters With Reconfigurable Symmetric Transmission Zeros on Real or Imaginary Axis","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Microwaves","topic":"Microwave Engineering and Waveguides","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":"Université de Montréal; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Polytechnique Montréal","keywords":"Resonator; Coupling (piping); Filter (signal processing); Band-pass filter; Matrix (chemical analysis); Topology (electrical circuits); Realization (probability); Complex plane; Transmission (telecommunications); Physics; Prototype filter; Computer science; Electronic engineering; Filter design; Mathematics; Materials science; Mathematical analysis; Optoelectronics; Optics; Telecommunications; Engineering","score_opus":0.011983994208030377,"score_gpt":0.21397298923104774,"score_spread":0.20198899502301737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205421572","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":[0.92013824,0.007908146,0.032408006,0.00060100626,0.002170914,0.00021809411,0.000036730085,0.00026148203,0.03625736],"genre_scores_gemma":[0.98089117,0.0047853277,0.009415731,0.00012226944,0.00040742834,0.000002534331,0.0000064793344,0.00011309633,0.004255974],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99862,0.00004561245,0.0005027762,0.00018954958,0.0002587793,0.00038328065],"domain_scores_gemma":[0.9991186,0.0001531675,0.00010249765,0.00023597752,0.00018470711,0.00020503152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026359427,0.0002837354,0.0004387853,0.00034036473,0.00006968065,0.00008740743,0.00020182342,0.00010499073,0.00028195966],"category_scores_gemma":[0.000029163986,0.00020797366,0.00015688191,0.00048435509,0.000035444544,0.0002348968,0.0000052822616,0.00046553698,0.00002492746],"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":[0.00021831579,0.00008853346,0.000039238836,0.00026463126,0.00022852636,0.0011211085,0.0002799565,0.031711515,0.9134017,0.000019886558,0.04276371,0.009862865],"study_design_scores_gemma":[0.0011945323,0.0005086421,0.0002739185,0.0008191899,0.00007315877,0.0022274524,0.00012465309,0.0019847278,0.9647628,0.00007828881,0.027615992,0.00033661452],"about_ca_topic_score_codex":0.0000072706916,"about_ca_topic_score_gemma":0.0000016413169,"teacher_disagreement_score":0.0607529,"about_ca_system_score_codex":0.00012462477,"about_ca_system_score_gemma":0.00013090073,"threshold_uncertainty_score":0.848092},"labels":[],"label_agreement":null},{"id":"W4312227538","doi":"10.1109/jmw.2022.3227131","title":"Substrate Integrated Waveguide Multiband Bandpass Filters and Multiplexers: Current Status and Future Outlook","year":2022,"lang":"en","type":"article","venue":"IEEE Journal of Microwaves","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":38,"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; Polytechnique Montréal","funders":"","keywords":"Multiplexer; Band-pass filter; Wireless; Electronic engineering; Computer science; Electrical engineering; Engineering; Telecommunications; Multiplexing","score_opus":0.008974807734617292,"score_gpt":0.21017880437503036,"score_spread":0.20120399664041308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312227538","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":[0.96323264,0.033050366,0.0010927446,0.00009300551,0.0021801353,0.00011321372,0.000092746755,0.00006515131,0.00008000201],"genre_scores_gemma":[0.9897063,0.0075298892,0.0020730556,0.00002907669,0.0005108052,0.0000040026503,0.000009026931,0.00005822474,0.00007966675],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858487,0.00006470014,0.0005631243,0.00018237962,0.00021375433,0.000391172],"domain_scores_gemma":[0.9993078,0.00007936488,0.00014549422,0.00014149134,0.00008855606,0.00023726253],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035842296,0.00029727697,0.00038803185,0.00028578463,0.00013684861,0.000093877534,0.00015709964,0.000061491286,0.00005104826],"category_scores_gemma":[0.000020237929,0.0002691181,0.00009969396,0.00015611107,0.0000716494,0.00019187048,0.000043798915,0.0007301683,0.0000016682368],"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":[0.00023073611,0.00013353536,0.0032032803,0.000527225,0.00058332575,0.00020546628,0.0063852873,0.04834358,0.85535806,0.00003905378,0.03116599,0.05382447],"study_design_scores_gemma":[0.0072103827,0.0007065752,0.013154647,0.0004858236,0.0003115781,0.0024507574,0.008002233,0.05351703,0.17331848,0.00016226049,0.7388948,0.0017854094],"about_ca_topic_score_codex":0.000011456092,"about_ca_topic_score_gemma":0.00000823521,"teacher_disagreement_score":0.70772886,"about_ca_system_score_codex":0.00012320066,"about_ca_system_score_gemma":0.000049267986,"threshold_uncertainty_score":0.9999761},"labels":[],"label_agreement":null},{"id":"W4312869093","doi":"10.1109/jmw.2022.3211428","title":"Improved TM Dual-Mode Filters With Reduced Fabrication Complexity","year":2022,"lang":"en","type":"article","venue":"IEEE Journal of Microwaves","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 Victoria","funders":"Horizon 2020 Framework Programme; Deutsche Forschungsgemeinschaft; European Commission","keywords":"Dual mode; Fabrication; Dual (grammatical number); Mode (computer interface); Computer science; Materials science; Electronic engineering; Engineering; Medicine; Operating system","score_opus":0.01566805126839793,"score_gpt":0.22373086949359036,"score_spread":0.20806281822519243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312869093","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":[0.96640193,0.0007829097,0.030666364,0.00016202389,0.0012236735,0.00011170234,0.00005172985,0.00010612826,0.000493561],"genre_scores_gemma":[0.99292916,0.00005657225,0.00641028,0.00003803761,0.00030615358,0.0000046034675,0.0000065372756,0.000049853104,0.00019878501],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989657,0.000043432927,0.0004141281,0.00011756862,0.00021383558,0.00024536028],"domain_scores_gemma":[0.99939173,0.00004229794,0.00016260587,0.00019488756,0.0001100842,0.000098403645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026111756,0.00018056351,0.00026689807,0.00019652289,0.00011332852,0.000036817033,0.00021734423,0.00003333327,0.000099314515],"category_scores_gemma":[0.000016459795,0.00016531572,0.00010530417,0.00019765133,0.000047060712,0.0001328202,0.000024821205,0.0004318477,0.000004349453],"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":[0.000044523025,0.000029828405,0.000015793961,0.00003630425,0.000115141986,0.000028692762,0.00045735395,0.11436128,0.87321746,0.000013860354,0.010913664,0.0007660978],"study_design_scores_gemma":[0.001931543,0.0007255341,0.0013207988,0.000120197845,0.0001322863,0.002825614,0.0009053058,0.0706609,0.90008456,0.00025922465,0.020259168,0.0007748603],"about_ca_topic_score_codex":0.000009778814,"about_ca_topic_score_gemma":0.0000035333842,"teacher_disagreement_score":0.043700382,"about_ca_system_score_codex":0.00018469863,"about_ca_system_score_gemma":0.00004998523,"threshold_uncertainty_score":0.67413795},"labels":[],"label_agreement":null},{"id":"W4362588637","doi":"10.1109/jmw.2023.3255581","title":"RF Energy Harvesting and Wireless Power Transfer for Energy Autonomous Wireless Devices and RFIDs","year":2023,"lang":"en","type":"article","venue":"IEEE Journal of Microwaves","topic":"Energy Harvesting in Wireless Networks","field":"Engineering","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Polytechnique Montréal","funders":"","keywords":"Wireless; Energy harvesting; Wireless power transfer; Energy transfer; Power (physics); Energy (signal processing); Electrical engineering; Computer science; Telecommunications; Engineering; Physics; Engineering physics","score_opus":0.01090131326048222,"score_gpt":0.21014807990576614,"score_spread":0.19924676664528393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362588637","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":[0.9561669,0.0028260227,0.039421134,0.00010459878,0.0009626877,0.000045608722,0.000014795573,0.0001918433,0.00026638314],"genre_scores_gemma":[0.9956683,0.0019021584,0.0011664879,0.00010685159,0.0005746689,0.000010031475,0.0000049961122,0.00012133957,0.00044517298],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983384,0.000043681845,0.00067509664,0.00024279165,0.00019215063,0.0005078871],"domain_scores_gemma":[0.9988123,0.0005393282,0.00012804188,0.0001521817,0.00014500866,0.00022312485],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041907863,0.00033560183,0.0005287972,0.0002997845,0.00014940908,0.00016713509,0.00024095265,0.00021344204,0.0000047210765],"category_scores_gemma":[0.000024634815,0.00032352557,0.00012118951,0.00027450314,0.000134687,0.00038118614,0.000030924206,0.00024876941,8.3504506e-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":[0.00009803684,0.00005066959,0.00116642,0.00049018266,0.0005643612,0.00019779167,0.0010726557,0.07558034,0.8102936,0.0028477665,0.004938105,0.10270006],"study_design_scores_gemma":[0.006009021,0.0010522506,0.009970945,0.0033962908,0.00049866654,0.0027062497,0.0010440054,0.27259865,0.587923,0.0019120929,0.1099676,0.002921251],"about_ca_topic_score_codex":0.00003738006,"about_ca_topic_score_gemma":0.00018414517,"teacher_disagreement_score":0.22237064,"about_ca_system_score_codex":0.00005068548,"about_ca_system_score_gemma":0.00005235148,"threshold_uncertainty_score":0.9999217},"labels":[],"label_agreement":null},{"id":"W4362690101","doi":"10.1109/jmw.2023.3261901","title":"Near-Field Microwave Microscopy for 3D Surface Assessment of Manufactured Structures","year":2023,"lang":"en","type":"article","venue":"IEEE Journal of Microwaves","topic":"Near-Field Optical Microscopy","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":"Miller Group (Canada)","funders":"","keywords":"Metrology; Microwave; Coaxial; Capacitance; Dielectric; Materials science; Surface metrology; Field (mathematics); Microscopy; System of measurement; Optoelectronics; Optics; Electrical engineering; Computer science; Engineering; Physics; Electrode; Telecommunications; Composite material; Profilometer; Surface finish","score_opus":0.013004314956502751,"score_gpt":0.2997545471386904,"score_spread":0.28675023218218765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362690101","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":[0.9610745,0.0006333158,0.03479489,0.00025140986,0.0024469695,0.00027602407,0.00005999602,0.000077800134,0.00038509333],"genre_scores_gemma":[0.81179875,0.0002794353,0.18731357,0.00012140917,0.0002557704,0.000002254429,0.0000053165536,0.0000717889,0.00015172301],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99813896,0.000040554467,0.0008676248,0.00018968551,0.00026802628,0.0004951284],"domain_scores_gemma":[0.9985255,0.00053217536,0.00028074437,0.0002925659,0.00021809591,0.0001509407],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039550237,0.00030273612,0.000626937,0.00016405436,0.000079393154,0.00009793956,0.00044051558,0.00024047839,0.00008331679],"category_scores_gemma":[0.0000736262,0.00027338514,0.00031727235,0.00023977493,0.00009957469,0.00016685977,0.00004053716,0.0004947109,0.000014876729],"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":[0.000077909186,0.000025962981,0.00026176183,0.00027407208,0.00020384433,0.000020402016,0.0002661409,0.011790123,0.95115817,0.000039547973,0.034643043,0.0012390376],"study_design_scores_gemma":[0.0009311085,0.00031589423,0.0011886565,0.0001274862,0.00007959086,0.00006373315,0.00014084224,0.002517827,0.98654795,0.00083426776,0.006992739,0.00025992797],"about_ca_topic_score_codex":0.000006874616,"about_ca_topic_score_gemma":0.000009331109,"teacher_disagreement_score":0.15251867,"about_ca_system_score_codex":0.000087024644,"about_ca_system_score_gemma":0.00012592708,"threshold_uncertainty_score":0.9999718},"labels":[],"label_agreement":null},{"id":"W4398150354","doi":"10.1109/jmw.2024.3396353","title":"Dual-Band Reconfigurable Impedance Matching Networks","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Microwaves","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":"University of Waterloo","funders":"","keywords":"Multi-band device; Impedance matching; Dual (grammatical number); Matching (statistics); Electrical impedance; Computer science; Electronic engineering; Telecommunications; Electrical engineering; Mathematics; Engineering; Art; Statistics","score_opus":0.007676697959440463,"score_gpt":0.21294041244545125,"score_spread":0.2052637144860108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398150354","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":[0.7360698,0.08173734,0.16577296,0.00014699374,0.009237531,0.00008686029,0.000011646413,0.00036802242,0.0065688225],"genre_scores_gemma":[0.9933632,0.0028778154,0.0013413954,0.000026944444,0.001566345,9.265362e-7,0.0000010618132,0.000073203635,0.00074913405],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988903,0.000020045321,0.0005194771,0.00012075553,0.00013245984,0.00031700922],"domain_scores_gemma":[0.999508,0.00012683799,0.000056559362,0.00013989815,0.000056664678,0.00011200468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004472036,0.00020923036,0.0002920036,0.00020167154,0.000041722506,0.00018217944,0.00015632919,0.00010393127,0.000065569075],"category_scores_gemma":[0.00001366941,0.00018499732,0.00018306401,0.000178863,0.000026237873,0.00027762708,0.0000046932723,0.0005510913,0.00004918236],"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":[0.0000068004674,0.000006947081,0.000006166439,0.00020942293,0.00018304227,0.00022798675,0.00037894738,0.3112081,0.62741107,0.000058985,0.053569652,0.0067329034],"study_design_scores_gemma":[0.0005629982,0.00014426756,0.00013068895,0.0026825198,0.00015215977,0.005016066,0.00022352774,0.10225551,0.75108194,0.0015015452,0.13540216,0.00084662065],"about_ca_topic_score_codex":0.0000031410452,"about_ca_topic_score_gemma":0.0000021976348,"teacher_disagreement_score":0.25729334,"about_ca_system_score_codex":0.00007737491,"about_ca_system_score_gemma":0.000035260102,"threshold_uncertainty_score":0.7543972},"labels":[],"label_agreement":null},{"id":"W4401452375","doi":"10.1109/jmw.2024.3427710","title":"Advancements and Challenges in Electrical Impedance Myography (EIM): A Comprehensive Overview of Technology Development, Applications in Sports Health, and Future Directions","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Microwaves","topic":"Body Composition Measurement Techniques","field":"Medicine","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":"Dalhousie University","funders":"National Natural Science Foundation of China","keywords":"Electrical impedance myography; Computer science; Engineering; Medicine","score_opus":0.050943861194524286,"score_gpt":0.33246767947270206,"score_spread":0.2815238182781778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401452375","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":[0.5151229,0.4808049,0.00018038266,0.0034872121,0.000056494624,0.0002930122,0.000001518953,0.000022826838,0.000030798157],"genre_scores_gemma":[0.52635187,0.4620129,0.011445261,0.00008720806,0.0000665518,0.000020283918,0.0000014153832,0.000011439064,0.000003059035],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899447,0.00003480994,0.0005186929,0.00015593028,0.00016054571,0.00013554716],"domain_scores_gemma":[0.9995081,0.000035373545,0.00018259148,0.00008465465,0.00012043717,0.00006885692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022254794,0.00010869827,0.00036412195,0.0010761952,0.000028883684,0.000006448718,0.000048137503,0.00007611614,0.0000017974036],"category_scores_gemma":[0.000005894109,0.0000954274,0.000038646773,0.0006157329,0.000069591864,0.000083162064,0.0000139598915,0.00031282648,1.2361149e-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":[0.00013912971,0.0005147722,0.04477658,0.0021829568,0.00014528536,0.000076342454,0.0018776916,4.340888e-7,0.15207489,0.0008525046,0.0002503837,0.797109],"study_design_scores_gemma":[0.0023255036,0.0013464753,0.3078603,0.008253634,0.00010496318,0.0023521897,0.00222511,0.00001787964,0.06294337,0.002976213,0.6092241,0.0003702406],"about_ca_topic_score_codex":0.0000016965454,"about_ca_topic_score_gemma":0.000018099048,"teacher_disagreement_score":0.7967388,"about_ca_system_score_codex":0.00008135501,"about_ca_system_score_gemma":0.00017307149,"threshold_uncertainty_score":0.38914165},"labels":[],"label_agreement":null},{"id":"W4405518167","doi":"10.1109/jmw.2024.3497982","title":"A Heterogeneously Integrated 256-Element 5G Phased Array: Design, Assembly, Test","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Microwaves","topic":"Antenna Design and Optimization","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":"IBM (Canada)","funders":"","keywords":"Phased array; Test (biology); Element (criminal law); Materials science; Computer science; Geology; Telecommunications","score_opus":0.016048862779040742,"score_gpt":0.22937590575436692,"score_spread":0.21332704297532618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405518167","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":[0.028992632,0.0055670044,0.96364635,0.00011805354,0.0010758018,0.000117438125,0.000010599979,0.0001321028,0.00034002354],"genre_scores_gemma":[0.9791692,0.0009192087,0.01914423,0.00006457283,0.00040316157,0.0000025958848,0.0000033433953,0.000061090715,0.00023261631],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989769,0.000044295197,0.00047432372,0.00010777296,0.00017356871,0.0002231262],"domain_scores_gemma":[0.9994687,0.00013427126,0.00007430738,0.000095612144,0.0001265104,0.00010062988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003069985,0.0001910173,0.00023175158,0.00024300197,0.000035885616,0.00015771158,0.0001598884,0.00007987301,0.000072351],"category_scores_gemma":[0.0000337763,0.00015522903,0.000142454,0.00022998799,0.000025075266,0.00021271544,0.0000015987937,0.00026611588,0.000056852492],"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":[0.00002142264,0.000039997714,0.00001349515,0.00004938137,0.00013993266,0.00012322236,0.00021522923,0.016695146,0.96970284,0.0000027669207,0.010545469,0.0024511055],"study_design_scores_gemma":[0.00036535176,0.0003177012,0.000008043867,0.00035457424,0.0000748643,0.00055536564,0.000087502594,0.03271814,0.9548883,0.00005181837,0.010383438,0.00019489456],"about_ca_topic_score_codex":0.0000017590418,"about_ca_topic_score_gemma":0.000002901185,"teacher_disagreement_score":0.95017654,"about_ca_system_score_codex":0.00012792331,"about_ca_system_score_gemma":0.0000834568,"threshold_uncertainty_score":0.6330056},"labels":[],"label_agreement":null},{"id":"W4413847138","doi":"10.1109/jmw.2025.3598684","title":"Highly Isolated Multiple-Input Multiple-Output Antenna System for Ingestible Implants","year":2025,"lang":"en","type":"article","venue":"IEEE Journal of Microwaves","topic":"Wireless Body Area Networks","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Computer science; Biomedical engineering; Antenna (radio); Embedded system; Materials science; Engineering; Telecommunications","score_opus":0.011274959638221607,"score_gpt":0.2245248012257423,"score_spread":0.2132498415875207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413847138","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":[0.81272936,0.0034953866,0.17767715,0.00010908179,0.0050216843,0.00036787766,0.0000705066,0.00024971738,0.00027922538],"genre_scores_gemma":[0.9951187,0.00019426235,0.003712684,0.000040776627,0.0006298872,0.000008571649,0.0000061009114,0.00006861202,0.00022044766],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981774,0.00004941961,0.00089894136,0.0001888663,0.00017542756,0.0005099112],"domain_scores_gemma":[0.99841917,0.0006176827,0.000270708,0.0002505904,0.00030155756,0.00014029337],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039658847,0.00031509323,0.00061773165,0.0004403405,0.00012117246,0.00009263846,0.00043456675,0.00023763537,0.0000018047106],"category_scores_gemma":[0.00010654666,0.00029118327,0.00024396676,0.00029156316,0.00004447692,0.00024826886,0.000031617783,0.00043285807,0.000012353243],"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":[0.0005048968,0.00006881911,0.003988989,0.0010304783,0.0007504937,0.00015807377,0.0003348843,0.048037015,0.9152589,0.000028252303,0.024874095,0.0049651475],"study_design_scores_gemma":[0.0068957442,0.00031089966,0.0036246865,0.004995229,0.0003251945,0.0011843933,0.0005247956,0.5917907,0.3807071,0.000060172366,0.0087738875,0.0008072202],"about_ca_topic_score_codex":0.000010866852,"about_ca_topic_score_gemma":0.000034709185,"teacher_disagreement_score":0.5437537,"about_ca_system_score_codex":0.0002374162,"about_ca_system_score_gemma":0.00008063632,"threshold_uncertainty_score":0.99995404},"labels":[],"label_agreement":null},{"id":"W4415047698","doi":"10.1109/jmw.2025.3614556","title":"Water Hunting Advanced Terahertz Spectrometer on an Ultra-Small Platform (WHATSUP)","year":2025,"lang":"en","type":"article","venue":"IEEE Journal of Microwaves","topic":"Terahertz technology and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"National Aeronautics and Space Administration","keywords":"Payload (computing); CubeSat; Solar System; Spacecraft; Spectrometer; Calibration; Scientific instrument","score_opus":0.009055409331466471,"score_gpt":0.22911111537912288,"score_spread":0.2200557060476564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415047698","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":[0.99195963,0.00021716296,0.0032083278,0.00035488477,0.0004603696,0.00007510517,0.000002745487,0.00011439363,0.0036073627],"genre_scores_gemma":[0.9949066,0.00008476805,0.0043795942,0.00018220786,0.00013385534,0.000004223733,0.0000018561357,0.000021301517,0.0002856052],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992115,0.000009459547,0.0003539671,0.00011012749,0.000065348795,0.0002496194],"domain_scores_gemma":[0.9996027,0.000043603228,0.00005722844,0.00020861211,0.000043611664,0.000044243556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013145612,0.00014968713,0.00020596465,0.00027420197,0.00007578338,0.00004175779,0.00028528602,0.000119741366,0.000044604214],"category_scores_gemma":[0.00000792879,0.000112963695,0.00009426055,0.00010986708,0.000039353745,0.00022254635,0.0000063489206,0.00042509063,0.00003637908],"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":[0.000022332946,0.000045834375,0.00009659344,0.00001791885,0.0000677761,0.000009752229,0.00018628489,0.00031911212,0.9263876,0.00016516465,0.0003938732,0.07228775],"study_design_scores_gemma":[0.00040325365,0.00010581387,0.0004403951,0.00009151402,0.000022972283,0.00005886438,0.0001133447,0.00008547527,0.9627724,0.0017754282,0.034004025,0.00012650828],"about_ca_topic_score_codex":9.505619e-7,"about_ca_topic_score_gemma":0.00000926759,"teacher_disagreement_score":0.07216125,"about_ca_system_score_codex":0.000057090296,"about_ca_system_score_gemma":0.000010460254,"threshold_uncertainty_score":0.4606526},"labels":[],"label_agreement":null},{"id":"W4415178824","doi":"10.1109/jmw.2025.3614209","title":"Temperature-Compensated Multi-Level CMOS Modulators Operating From 10 K to 300 K for Cryogenic Interconnects","year":2025,"lang":"en","type":"article","venue":"IEEE Journal of Microwaves","topic":"Advancements in PLL and VCO Technologies","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":"École de Technologie Supérieure","funders":"Defense Advanced Research Projects Agency","keywords":"CMOS; Transceiver; Modulation (music); Chip; Gigabit; Interconnection; Optical fiber; Transmitter; Amplitude modulation","score_opus":0.028430758290837747,"score_gpt":0.2825399008347819,"score_spread":0.2541091425439442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415178824","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":[0.928636,0.0013641516,0.0678695,0.00014374508,0.0015622716,0.0002053589,0.00005553747,0.0001056941,0.000057733814],"genre_scores_gemma":[0.9003845,0.00007265298,0.09859176,0.00015777613,0.0001411104,0.000008853699,0.0000036274391,0.000028084734,0.00061168114],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900246,0.00001470365,0.00050129695,0.00014966613,0.00008744976,0.000244412],"domain_scores_gemma":[0.99939674,0.00012111314,0.00008599761,0.00017898373,0.00016268369,0.00005447002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012630931,0.00020401643,0.0003392289,0.00023245318,0.00007864921,0.000066304514,0.00037405157,0.00012936455,0.000029404851],"category_scores_gemma":[0.0001879585,0.0001755611,0.000119125834,0.00018346247,0.000028383802,0.00017392133,0.000045404995,0.000267678,0.000010481292],"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":[0.000032031967,0.0000287384,0.0000822376,0.000032758773,0.0002364296,0.0000069854686,0.0001849381,0.022207096,0.960133,0.000019988078,0.007913903,0.009121862],"study_design_scores_gemma":[0.0011062723,0.00010428167,0.0005423072,0.0004033827,0.000044372682,0.000010912166,0.0004578011,0.0037307169,0.9872197,0.0004245793,0.005730141,0.00022551858],"about_ca_topic_score_codex":0.0000032003377,"about_ca_topic_score_gemma":0.000016585216,"teacher_disagreement_score":0.030722255,"about_ca_system_score_codex":0.00010518834,"about_ca_system_score_gemma":0.000032283646,"threshold_uncertainty_score":0.7159174},"labels":[],"label_agreement":null}]}