{"meta":{"query_hash":"5d9beb58b1cf","filters":{"venue":"IEEE MTT-S International Microwave Symposium Digest, 2005."},"cohort_total":34,"direct_labels_cover":0,"predictions_cover":34,"exported":34,"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/5d9beb58b1cf","api":"https://metacan.xera.ac/api/v1/cohort?venue=IEEE+MTT-S+International+Microwave+Symposium+Digest%2C+2005."},"results":[{"id":"W1484568987","doi":"10.1109/mwsym.2005.1516532","title":"Session TU1E: Filter Theory and Synthesis Techniques","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Digital Filter Design and Implementation","field":"Computer Science","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":"COM DEV International","funders":"","keywords":"Computer science","score_opus":0.013155357155673994,"score_gpt":0.26308173480941244,"score_spread":0.24992637765373843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484568987","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":[0.07608508,0.00031928738,0.6449163,0.025523532,0.002603581,0.0009794348,0.00017215953,0.00105192,0.24834871],"genre_scores_gemma":[0.96565986,0.00023605792,0.024361145,0.0022856977,0.0005426758,0.00008355741,0.000027773207,0.00003423216,0.0067690103],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981588,0.00012293023,0.00041203565,0.00054871436,0.00038688764,0.00037063053],"domain_scores_gemma":[0.9989131,0.00028985046,0.00015953861,0.00037929503,0.000121333345,0.00013688231],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050565595,0.00026772395,0.00018622135,0.00027448303,0.00011408413,0.0005978551,0.00086890033,0.00009269314,0.000106701475],"category_scores_gemma":[0.000041839812,0.00024755302,0.00009453165,0.0001124523,0.00008528651,0.0018990944,0.00023880332,0.00014044008,0.00016700165],"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":[0.00006196663,0.00025143538,0.00043290562,0.00001602918,0.0000867303,0.000018872777,0.0005455518,0.0000137041725,0.75999963,0.056885444,0.020239275,0.16144848],"study_design_scores_gemma":[0.00030066038,0.000060051123,0.00052055763,0.00010083026,0.000014713786,0.00013906865,0.000025138588,0.0008611866,0.87496275,0.00481079,0.11782083,0.0003834476],"about_ca_topic_score_codex":0.00001297351,"about_ca_topic_score_gemma":0.000014721254,"teacher_disagreement_score":0.88957477,"about_ca_system_score_codex":0.00016855328,"about_ca_system_score_gemma":0.000054487464,"threshold_uncertainty_score":0.9999977},"labels":[],"label_agreement":null},{"id":"W1572636979","doi":"10.1109/mwsym.2005.1516587","title":"Session TU4C: New applications of time domain methods","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Electromagnetic Simulation and Numerical Methods","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":"University of Victoria","funders":"","keywords":"Computer science","score_opus":0.008968430693804248,"score_gpt":0.294945092575614,"score_spread":0.28597666188180976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572636979","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027986353,0.000750907,0.83810514,0.0030033374,0.00092953193,0.00052110193,0.00004057413,0.00042038003,0.12824269],"genre_scores_gemma":[0.21087651,0.0005387236,0.76317924,0.0005508917,0.0019047715,0.0001000846,0.00010268906,0.00015070976,0.022596387],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99833995,0.00011439603,0.0005957238,0.0003071455,0.00029587498,0.0003469036],"domain_scores_gemma":[0.99890983,0.00032007552,0.00012786289,0.0003293074,0.00011114912,0.00020176313],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035301395,0.00026396546,0.00030529525,0.00025270967,0.000050608836,0.000041912826,0.00044125918,0.00015878455,0.0009286111],"category_scores_gemma":[0.00002567988,0.00027142616,0.00015989355,0.0002596207,0.000066004584,0.00018275788,0.0000417492,0.00023617268,0.00033243652],"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":[0.000019844561,0.00007731586,0.00006169158,0.000012812307,0.00007411017,7.9903276e-7,0.00013012614,0.0155325495,0.9264728,0.0006610852,0.0064172964,0.050539613],"study_design_scores_gemma":[0.0005933405,0.000047693084,0.00018537696,0.000037741785,0.00002923442,0.000028331318,0.000010047837,0.02064579,0.66014373,0.0016440093,0.31631365,0.000321018],"about_ca_topic_score_codex":0.000020853684,"about_ca_topic_score_gemma":0.0000077284385,"teacher_disagreement_score":0.30989635,"about_ca_system_score_codex":0.00021151065,"about_ca_system_score_gemma":0.000056720084,"threshold_uncertainty_score":0.9999847},"labels":[],"label_agreement":null},{"id":"W1866799766","doi":"10.1109/mwsym.2005.1516942","title":"Linearity optimization of a high power Doherty amplifier","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Advanced Power Amplifier Design","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":"Simon Fraser University","funders":"","keywords":"Doherty amplifier; Amplifier; LDMOS; Linearity; RF power amplifier; Electrical engineering; Power-added efficiency; Direct-coupled amplifier; Linear amplifier; Capacitor; Electronic engineering; Engineering; Materials science; Operational amplifier; Transistor; Voltage","score_opus":0.007924055497104895,"score_gpt":0.22240527796809206,"score_spread":0.21448122247098717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1866799766","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":[0.06467272,0.00043292725,0.8559671,0.0015754115,0.005939771,0.00060741056,0.00033438086,0.0006605504,0.06980969],"genre_scores_gemma":[0.9584275,0.00027185315,0.037318453,0.00025998906,0.0005949747,0.000032781478,0.000113522176,0.0001124005,0.0028685173],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980195,0.00003529808,0.0006648323,0.00040150757,0.00042160274,0.00045725887],"domain_scores_gemma":[0.9988866,0.00009987885,0.00015369196,0.0004489194,0.00026117262,0.00014974682],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017565733,0.00036359424,0.00033865566,0.00025780362,0.000052902305,0.00007048576,0.0005302308,0.00020973939,0.0006334454],"category_scores_gemma":[0.000026772765,0.00039182653,0.00015409762,0.00017062738,0.000104769,0.00053805753,0.00005629656,0.00032065812,0.00019975248],"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":[0.000042685835,0.00012736375,0.00019552765,0.00001933179,0.0001476738,0.000006244989,0.00021918287,0.7795263,0.21135269,0.0009776326,0.006839224,0.00054617267],"study_design_scores_gemma":[0.0021628889,0.000106896405,0.0009547892,0.00017060323,0.000082757775,0.00012662771,0.000045169432,0.10518114,0.70019686,0.00079453236,0.18886451,0.001313195],"about_ca_topic_score_codex":0.000041817068,"about_ca_topic_score_gemma":0.00004357053,"teacher_disagreement_score":0.8937548,"about_ca_system_score_codex":0.00037902442,"about_ca_system_score_gemma":0.00004872248,"threshold_uncertainty_score":0.9998534},"labels":[],"label_agreement":null},{"id":"W2100085460","doi":"10.1109/mwsym.2005.1517060","title":"Waves in anisotropic metamaterials comprised of finite L-C meshes","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","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":"Queen's University","funders":"","keywords":"Metamaterial; Physics; Planar; Optics; Scattering; Lattice (music); Polygon mesh; Perfect conductor; Geometry; Acoustics; Mathematics","score_opus":0.0178614257931456,"score_gpt":0.2643072071528723,"score_spread":0.24644578135972672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100085460","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":[0.9874413,0.00026616367,0.00065066357,0.002057771,0.001918548,0.00046281161,0.00041981574,0.000074693104,0.0067082173],"genre_scores_gemma":[0.98737687,0.0005262361,0.009634142,0.00025810814,0.00046787687,0.00009234366,0.000086238804,0.00004522204,0.0015129918],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9969662,0.00020179123,0.00124784,0.0005834801,0.0004923258,0.0005083855],"domain_scores_gemma":[0.9983691,0.00020335517,0.0005580508,0.0005327671,0.00020606874,0.00013065073],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008153116,0.0003497468,0.00065834355,0.00027546487,0.00008745887,0.0001749608,0.00087221904,0.00014541972,0.002080016],"category_scores_gemma":[0.00006218229,0.0003237286,0.00016218585,0.00015598032,0.00019391727,0.00044703216,0.00013264366,0.00010977081,0.00068229873],"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":[0.00008719807,0.0002815324,0.0004915195,0.00003267143,0.000046088513,0.0000042046004,0.00028977022,0.0029311427,0.99255705,0.0023366627,0.00078908174,0.0001530932],"study_design_scores_gemma":[0.00084784656,0.000037350266,0.0016435665,0.00006529796,0.000041660318,0.000013767395,0.000038534126,0.00030032772,0.9506757,0.00038816693,0.04564881,0.00029894014],"about_ca_topic_score_codex":0.00022406472,"about_ca_topic_score_gemma":0.00024422302,"teacher_disagreement_score":0.044859726,"about_ca_system_score_codex":0.0001592153,"about_ca_system_score_gemma":0.00009822334,"threshold_uncertainty_score":0.9999215},"labels":[],"label_agreement":null},{"id":"W2107669734","doi":"10.1109/mwsym.2005.1516777","title":"Multi-port RF MEMS waveguide switch","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Advanced MEMS and NEMS 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":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Actuator; Return loss; Insertion loss; Extremely high frequency; Port (circuit theory); Redundancy (engineering); Bandwidth (computing); Communications satellite; Electrical engineering; Waveguide; Radio frequency; Electronic engineering; Materials science; Computer science; Optoelectronics; Engineering; Telecommunications; Satellite; Antenna (radio)","score_opus":0.012905477160833435,"score_gpt":0.24668371535959743,"score_spread":0.233778238198764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107669734","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":[0.8335987,0.0013904058,0.019029243,0.0054712477,0.006848161,0.00065953156,0.00016860351,0.0032381003,0.12959604],"genre_scores_gemma":[0.97006315,0.0019128284,0.015319866,0.0003315112,0.0010694781,0.00007652547,0.000059569513,0.00013345016,0.011033603],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99793977,0.000003841098,0.00058839645,0.00047026316,0.00034772622,0.0006500143],"domain_scores_gemma":[0.9990998,0.000051766638,0.00010785423,0.00047113065,0.00012763476,0.00014185204],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014432264,0.00043262067,0.00031927245,0.00028931568,0.000091481,0.00008823713,0.00070594595,0.00026450885,0.0001410935],"category_scores_gemma":[0.000028581231,0.00044107402,0.000176833,0.00013613043,0.000113419475,0.0004851227,0.00009953805,0.00044125336,0.00057643733],"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":[0.000012062867,0.00009315147,0.00019457513,0.000014227775,0.0001178983,0.000033300348,0.00009395704,0.011608726,0.97420686,0.00022249685,0.009910217,0.0034925358],"study_design_scores_gemma":[0.0005285575,0.000018072473,0.00038827912,0.000047858277,0.000015193805,0.00007329149,0.000037536418,0.0023320124,0.6921808,0.00013649403,0.30381808,0.00042380177],"about_ca_topic_score_codex":0.000036271005,"about_ca_topic_score_gemma":0.00032283584,"teacher_disagreement_score":0.29390785,"about_ca_system_score_codex":0.00047565956,"about_ca_system_score_gemma":0.000036547466,"threshold_uncertainty_score":0.9998041},"labels":[],"label_agreement":null},{"id":"W2108826382","doi":"10.1109/mwsym.2005.1516571","title":"Symmetrical Realization for Predistorted Microwave Filters","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","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":"COM DEV International","funders":"","keywords":"Electronic engineering; Band-pass filter; Realization (probability); Circulator; Predistortion; Filter (signal processing); Prototype filter; Dielectric resonator; Computer science; Multiplexer; Microwave; Filter design; Resonator; Engineering; Multiplexing; Electrical engineering; Telecommunications; Mathematics; Amplifier","score_opus":0.010795313700119803,"score_gpt":0.22805444229430186,"score_spread":0.21725912859418206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108826382","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":[0.0981997,0.0018910657,0.787252,0.0035148668,0.0124360565,0.0017541234,0.0011847204,0.0023811753,0.09138628],"genre_scores_gemma":[0.98251677,0.0005297158,0.007851842,0.00031345044,0.0023650401,0.00012911801,0.0006125532,0.00020057539,0.005480916],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975298,0.000027115932,0.0007689203,0.00056396547,0.0003704352,0.0007397495],"domain_scores_gemma":[0.9988124,0.00017022656,0.00012011779,0.00041372437,0.00023938413,0.00024415975],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026716886,0.00051089475,0.00038274686,0.00055733253,0.00010943569,0.00016652314,0.0005799978,0.00028495202,0.000072995],"category_scores_gemma":[0.000072045965,0.0005725835,0.00028859716,0.00026388504,0.00007739376,0.0003705558,0.000046284847,0.00029043862,0.00016749305],"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":[0.00006232631,0.00013442263,0.00021860807,0.00010061723,0.0003469902,0.000012173003,0.0002980387,0.10039091,0.7366258,0.0017491488,0.15638113,0.0036798404],"study_design_scores_gemma":[0.0012959746,0.000067095134,0.0002835173,0.00012182891,0.000081890474,0.0001449971,0.000024874786,0.10706077,0.43731397,0.00018758603,0.45256263,0.00085484795],"about_ca_topic_score_codex":0.000020933965,"about_ca_topic_score_gemma":0.00006729293,"teacher_disagreement_score":0.8843171,"about_ca_system_score_codex":0.0008208243,"about_ca_system_score_gemma":0.00005209108,"threshold_uncertainty_score":0.99967253},"labels":[],"label_agreement":null},{"id":"W2120479276","doi":"10.1109/mwsym.2005.1517132","title":"Behavior modeling procedure of wideband RF transmitters exhibiting memory effects","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Advanced Power Amplifier Design","field":"Engineering","cited_by":25,"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":"Wideband; Transmitter; Amplifier; Finite impulse response; Nonlinear system; Electronic engineering; Computer science; Topology (electrical circuits); Filter (signal processing); Radio frequency; Impulse response; Exponential function; Behavioral modeling; Control theory (sociology); Bandwidth (computing); Engineering; Mathematics; Electrical engineering; Telecommunications; Physics; Channel (broadcasting)","score_opus":0.008600712655874091,"score_gpt":0.22570631376268013,"score_spread":0.21710560110680605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120479276","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":[0.7721822,0.0008690381,0.20689917,0.0005808698,0.002191554,0.00084006606,0.0000742739,0.00062098657,0.015741816],"genre_scores_gemma":[0.9931424,0.00015609514,0.0050268727,0.00020037127,0.0005985045,0.00011394907,0.000036754256,0.00013982505,0.0005851885],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99784327,0.00003346556,0.00068347773,0.00044694598,0.00043475744,0.000558096],"domain_scores_gemma":[0.99912876,0.00014362588,0.000119531025,0.00030718942,0.00014160825,0.00015927399],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020138352,0.00042974457,0.00037879145,0.0002882901,0.00007746638,0.000058614227,0.00048389685,0.00017647,0.000038770562],"category_scores_gemma":[0.000022123,0.00048160524,0.00020186286,0.00012468854,0.00007600102,0.0005456052,0.000029249304,0.00043397842,0.00005874006],"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":[0.000026757178,0.000076876,0.00021494673,0.00011528815,0.00008766573,0.000018631836,0.0005708842,0.29305387,0.7028885,0.000040571038,0.00078632316,0.0021196997],"study_design_scores_gemma":[0.0009946399,0.00003674651,0.00010520623,0.00033402126,0.00008972123,0.000115415394,0.00006163626,0.07625956,0.91981417,0.000067519875,0.0015563742,0.0005649908],"about_ca_topic_score_codex":0.000017584394,"about_ca_topic_score_gemma":0.00004282476,"teacher_disagreement_score":0.22096021,"about_ca_system_score_codex":0.0003750533,"about_ca_system_score_gemma":0.0000556159,"threshold_uncertainty_score":0.99976355},"labels":[],"label_agreement":null},{"id":"W2121517139","doi":"10.1109/mwsym.2005.1516869","title":"The complex envelope (CE) ADI-FDTD method","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Electromagnetic Simulation and Numerical Methods","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Finite-difference time-domain method; Envelope (radar); Stability (learning theory); Microwave; Dispersion (optics); Computer science; Mathematics; Physics; Optics; Telecommunications","score_opus":0.015650074463487408,"score_gpt":0.28545640817403606,"score_spread":0.26980633371054863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121517139","genre_codex":"other","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":[0.040643096,0.002241148,0.2731687,0.026867174,0.007097089,0.0009856541,0.00009804513,0.0013286025,0.6475705],"genre_scores_gemma":[0.84531975,0.0014598526,0.12885624,0.002084918,0.00229262,0.000078411555,0.00007284191,0.00017851507,0.01965684],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791735,0.00015102804,0.00058322545,0.00035093684,0.00040645406,0.0005909747],"domain_scores_gemma":[0.99855703,0.0006565396,0.00009722102,0.00036755574,0.00013515241,0.00018652123],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050926406,0.00033763392,0.00026851453,0.00014002399,0.0001951007,0.00018119626,0.00069067033,0.00013751986,0.0007188148],"category_scores_gemma":[0.000058350848,0.00028447655,0.000176402,0.00018900751,0.00009906282,0.00018561962,0.000056101013,0.00037115655,0.00052880397],"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":[0.000049543567,0.000076102086,0.00017809935,0.000011253868,0.00022911343,0.000007045892,0.0002469949,0.043421384,0.8468622,0.0033323928,0.032896094,0.07268978],"study_design_scores_gemma":[0.0005415944,0.000044675213,0.0014541813,0.000019385496,0.000026726268,0.00007146872,0.000017277012,0.08587713,0.12992504,0.0004930474,0.7811302,0.00039928505],"about_ca_topic_score_codex":0.000020029362,"about_ca_topic_score_gemma":0.00006327443,"teacher_disagreement_score":0.80467665,"about_ca_system_score_codex":0.0003123237,"about_ca_system_score_gemma":0.00003966298,"threshold_uncertainty_score":0.9999607},"labels":[],"label_agreement":null},{"id":"W2129078799","doi":"10.1109/mwsym.2005.1517009","title":"Transient electromagnetic modeling using recurrent neural networks","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Electromagnetic Compatibility and Noise Suppression","field":"Engineering","cited_by":28,"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":"Transient (computer programming); Recurrent neural network; Computer science; Artificial neural network; Computational electromagnetics; Time domain; Electronic engineering; Artificial intelligence; Control theory (sociology); Engineering; Electromagnetic field; Physics","score_opus":0.012436689890410793,"score_gpt":0.23099461773994034,"score_spread":0.21855792784952954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129078799","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":[0.97163635,0.0015252553,0.017491806,0.0008172694,0.002181574,0.00031887318,0.000019054984,0.0003149482,0.005694858],"genre_scores_gemma":[0.9960552,0.0005337558,0.0017807658,0.00013287112,0.001100918,0.000023192359,0.00005698519,0.00007870406,0.00023763337],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976466,0.000062738356,0.00063946104,0.0004874832,0.00039703134,0.00076674303],"domain_scores_gemma":[0.99923027,0.00005844344,0.00006545405,0.00034143962,0.000109852546,0.00019454774],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017917335,0.00041214694,0.00030158221,0.00021862792,0.00012324254,0.0001219944,0.00047500583,0.00016939062,0.00020650409],"category_scores_gemma":[0.0000074540076,0.00044414552,0.00020323522,0.00015441923,0.000051487437,0.00031660232,0.000041039355,0.0005399699,0.000031345997],"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":[0.00003619888,0.00007897722,0.000035116624,0.0000131652305,0.000037370286,0.0000051918455,0.00012534375,0.57274514,0.42370698,0.00002996766,0.00049379456,0.0026927171],"study_design_scores_gemma":[0.0005416266,0.000108721906,0.00006401428,0.00008625175,0.00004600388,0.00010146907,0.000009013831,0.9453015,0.050746225,0.000047411217,0.0025073744,0.0004403893],"about_ca_topic_score_codex":0.000037270234,"about_ca_topic_score_gemma":0.00018621536,"teacher_disagreement_score":0.37296075,"about_ca_system_score_codex":0.00048637766,"about_ca_system_score_gemma":0.000037129696,"threshold_uncertainty_score":0.99980104},"labels":[],"label_agreement":null},{"id":"W2134510501","doi":"10.1109/mtt67880.2005.9387850","title":"Nonlinear HEMT Modeling Using Artificial Neural Network Technique","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Advancements in Semiconductor Devices and Circuit Design","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":"High-electron-mobility transistor; Artificial neural network; Nonlinear system; Electronic engineering; Transistor; Harmonic; Computer science; Equivalent circuit; Topology (electrical circuits); Engineering; Electrical engineering; Artificial intelligence; Physics; Voltage; Acoustics","score_opus":0.02750809629075107,"score_gpt":0.26222760398467565,"score_spread":0.23471950769392458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134510501","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":[0.5030028,0.0010969028,0.46578074,0.0005077478,0.007456825,0.0008535869,0.000121643636,0.00085222645,0.020327527],"genre_scores_gemma":[0.9742189,0.0002120802,0.019633068,0.000357055,0.005006236,0.0000472111,0.00006862897,0.00013502495,0.00032176875],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978017,0.000029825263,0.0006749152,0.00043886327,0.00036621746,0.00068845716],"domain_scores_gemma":[0.9992572,0.000038363014,0.000108448905,0.00033077114,0.00012457123,0.00014062824],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021238117,0.00040256206,0.0002941229,0.00015659556,0.0001384004,0.00014329398,0.0005345582,0.00019115131,0.00014374711],"category_scores_gemma":[0.0000063889124,0.000452828,0.00015910667,0.00015121112,0.00005555229,0.0005684364,0.000051571322,0.00041959618,0.0000944385],"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":[0.000009786353,0.000035868936,0.000047334026,0.000009155564,0.00005411683,0.000008013287,0.000039055732,0.54630184,0.45209897,0.00027948606,0.00031069294,0.00080564624],"study_design_scores_gemma":[0.00019675505,0.00001663807,0.0000017179717,0.00007865509,0.000030171845,0.0001007426,0.0000233321,0.7779071,0.20239735,0.0005388129,0.01824533,0.00046340583],"about_ca_topic_score_codex":0.000022653237,"about_ca_topic_score_gemma":0.000051198436,"teacher_disagreement_score":0.47121614,"about_ca_system_score_codex":0.00049324025,"about_ca_system_score_gemma":0.00004005764,"threshold_uncertainty_score":0.99979234},"labels":[],"label_agreement":null},{"id":"W2134664993","doi":"10.1109/mwsym.2005.1516728","title":"Novel tunable lowpass filters using folded slots etched in the ground plane","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","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":"University of Waterloo","funders":"","keywords":"Ground plane; Resonator; Low-pass filter; Filter (signal processing); Insertion loss; Microelectromechanical systems; Electronic engineering; Passband; Radio frequency; Band-pass filter; Range (aeronautics); Materials science; Acoustics; Computer science; Electrical engineering; Engineering; Optoelectronics; Physics","score_opus":0.017489007762910836,"score_gpt":0.23248559960840867,"score_spread":0.21499659184549783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134664993","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":[0.94941384,0.0004766513,0.02352087,0.0019524565,0.0031824398,0.0004646863,0.00016332144,0.00036424678,0.020461494],"genre_scores_gemma":[0.9934175,0.00016542952,0.0034208705,0.00040175716,0.0011169949,0.000031467505,0.00008857517,0.00010676193,0.0012506545],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977491,0.000036348232,0.0006262582,0.00042437503,0.00043027438,0.0007336251],"domain_scores_gemma":[0.99914384,0.00015914466,0.000087004206,0.00042753067,0.00006668885,0.000115780036],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042345625,0.00045826656,0.00032247225,0.0003586616,0.000085786836,0.00022801808,0.0008167179,0.00019755274,0.00007853557],"category_scores_gemma":[0.00002260514,0.000426275,0.00016102614,0.00022753129,0.00006874305,0.000410262,0.00005357571,0.00048325906,0.00013227736],"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":[0.000017406443,0.000098127435,0.0001450028,0.000029718474,0.00009989685,0.000034429606,0.00070098246,0.2864551,0.70792663,0.00022542624,0.004078235,0.0001890548],"study_design_scores_gemma":[0.0032893817,0.0000675047,0.0021230185,0.00046729468,0.000101834456,0.0014767546,0.00039483423,0.3220521,0.5451313,0.0001593467,0.12290736,0.0018292698],"about_ca_topic_score_codex":0.00023265087,"about_ca_topic_score_gemma":0.00031090027,"teacher_disagreement_score":0.1627953,"about_ca_system_score_codex":0.00060933194,"about_ca_system_score_gemma":0.000047165548,"threshold_uncertainty_score":0.9998189},"labels":[],"label_agreement":null},{"id":"W2137146836","doi":"10.1109/mwsym.2005.1517141","title":"A subharmonic self-oscillating mixer using substrate integrated waveguide cavity for millimeter-wave application","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":31,"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":"Harmonic mixer; Resonator; Monolithic microwave integrated circuit; Amplifier; Extremely high frequency; Phase noise; Local oscillator; Frequency mixer; Electrical engineering; Planar; Gain compression; Optoelectronics; Radio frequency; Acoustics; Electronic engineering; Materials science; Physics; Engineering; Optics; Computer science; CMOS","score_opus":0.01731972043145073,"score_gpt":0.23675306901497375,"score_spread":0.21943334858352304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137146836","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":[0.8269614,0.0005855773,0.16114683,0.0005457162,0.0022784588,0.0009691573,0.00038565457,0.0011064484,0.006020729],"genre_scores_gemma":[0.9617454,0.00025024352,0.035127845,0.00012396053,0.00146164,0.0001095417,0.00025654514,0.00020890143,0.0007159491],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969535,0.0000428569,0.0009971015,0.00071660633,0.0003712199,0.0009187347],"domain_scores_gemma":[0.998522,0.00016980334,0.00020794933,0.0004960093,0.00036253745,0.00024172946],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004811657,0.0006726098,0.00048560524,0.00041213626,0.00018529249,0.00022827183,0.00048398727,0.0003230962,0.000042611493],"category_scores_gemma":[0.000035126654,0.00073366985,0.00032781655,0.00026789584,0.000070663766,0.00044819832,0.000055558474,0.00044152926,0.00010733067],"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":[0.000029084073,0.00008254714,0.00020428706,0.000083511186,0.00030528766,0.0000075581725,0.00030237058,0.12786797,0.8676985,0.00015509648,0.0020305414,0.0012332901],"study_design_scores_gemma":[0.0006440529,0.000025445619,0.00013225025,0.000094105664,0.00007763449,0.00015887938,0.000030475954,0.5155856,0.4379294,0.00006116496,0.044646244,0.0006147465],"about_ca_topic_score_codex":0.00012007611,"about_ca_topic_score_gemma":0.00016189134,"teacher_disagreement_score":0.42976907,"about_ca_system_score_codex":0.0012269602,"about_ca_system_score_gemma":0.0001022982,"threshold_uncertainty_score":0.9995114},"labels":[],"label_agreement":null},{"id":"W2138423564","doi":"10.1109/mwsym.2005.1516657","title":"Narrow passband response of unbalanced CRLH transmission line structure composed of capacitively coupled dielectric resonators","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Microwave Engineering and Waveguides","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":"Polytechnique Montréal","funders":"","keywords":"Passband; Stopband; Resonator; Diplexer; Band-pass filter; Transmission line; Materials science; Optoelectronics; Permittivity; Dielectric; Physics; Electric power transmission; Electronic engineering; Electrical engineering; Optics; Engineering","score_opus":0.00651983555675761,"score_gpt":0.21343101887082563,"score_spread":0.20691118331406802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138423564","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":[0.98575276,0.0012381535,0.0089712115,0.0005494269,0.0007963726,0.000281956,0.00040876662,0.00019011689,0.0018112243],"genre_scores_gemma":[0.99606997,0.00034714682,0.002260401,0.00004640989,0.0003098905,0.0000090286385,0.000088356755,0.00009583632,0.00077295484],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977239,0.00007619082,0.00088446384,0.00037413032,0.00046710935,0.00047422867],"domain_scores_gemma":[0.9987814,0.00025088488,0.00020199755,0.00031817553,0.00028377335,0.00016379265],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003163642,0.0004416518,0.00054582127,0.00050868583,0.000052545314,0.00003029731,0.00048536574,0.00026138037,0.00011427039],"category_scores_gemma":[0.000048344373,0.00044496835,0.00021707192,0.00029776728,0.00013078457,0.00018462336,0.00002249969,0.00038807082,0.000009571113],"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":[0.0005790339,0.00008654205,0.00016303641,0.00010070801,0.00017645008,0.000011594269,0.0006063777,0.12558769,0.8709746,0.00013848236,0.0010915286,0.00048394597],"study_design_scores_gemma":[0.0013992699,0.00012145901,0.0012611429,0.00021304637,0.00004102113,0.00006318134,0.000018735096,0.071414694,0.91321456,0.000051611612,0.011795057,0.0004062361],"about_ca_topic_score_codex":0.000028177557,"about_ca_topic_score_gemma":0.000021801847,"teacher_disagreement_score":0.054172996,"about_ca_system_score_codex":0.00029612274,"about_ca_system_score_gemma":0.000083776555,"threshold_uncertainty_score":0.9998002},"labels":[],"label_agreement":null},{"id":"W2139216924","doi":"10.1109/mwsym.2005.1516970","title":"A novel quasi lumped-element resonator using a left-handed transmission line section","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","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 Waterloo","funders":"","keywords":"Resonator; Transmission line; Section (typography); Element (criminal law); Electric power transmission; Physics; Left handed; Optics; Acoustics; Electronic engineering; Computer science; Electrical engineering; Engineering; Telecommunications","score_opus":0.028359113778560804,"score_gpt":0.2866605889977422,"score_spread":0.2583014752191814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139216924","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":[0.9225126,0.00022622361,0.067265965,0.003681199,0.0032810557,0.0006283229,0.00029099034,0.00016286304,0.0019507869],"genre_scores_gemma":[0.95535946,0.00040026155,0.037200555,0.00056808535,0.0022849005,0.000077524615,0.0001395539,0.00008343571,0.0038862003],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99692404,0.000104293664,0.0009337504,0.0007664523,0.0006879278,0.0005835109],"domain_scores_gemma":[0.9986507,0.000065270055,0.000314,0.00043906565,0.00028401878,0.00024689574],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008686943,0.00039553567,0.00039770722,0.0002201676,0.00031840592,0.00030164016,0.0005959502,0.00019014337,0.0018718764],"category_scores_gemma":[0.000021078324,0.00037188255,0.00019119306,0.00012786363,0.00009844303,0.00050160993,0.000082996296,0.00019084006,0.00031903313],"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":[0.00012292447,0.00054467167,0.000028919327,0.000024834231,0.000047824105,0.0000025879685,0.000327961,0.003135411,0.99356025,0.00034203756,0.0010648448,0.0007977383],"study_design_scores_gemma":[0.0009124218,0.00005706053,0.00005149494,0.000073939234,0.000060847226,0.000102243255,0.00003052279,0.0066178287,0.78043795,0.000051433577,0.21127653,0.00032773195],"about_ca_topic_score_codex":0.00027962105,"about_ca_topic_score_gemma":0.0002298724,"teacher_disagreement_score":0.2131223,"about_ca_system_score_codex":0.00047249693,"about_ca_system_score_gemma":0.00016644255,"threshold_uncertainty_score":0.99987334},"labels":[],"label_agreement":null},{"id":"W2142473360","doi":"10.1109/mwsym.2005.1516556","title":"Domain Decomposition FDTD Algorithm Combining with Numerical TL Calibration Technique for Parameter Extraction of Substrate Integrated Circuits","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","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":"Polytechnique Montréal","funders":"","keywords":"Finite-difference time-domain method; Domain decomposition methods; Calibration; Electronic circuit; Computer science; Algorithm; Extraction (chemistry); Substrate (aquarium); Decomposition; Domain (mathematical analysis); Electronic engineering; Mathematics; Optics; Engineering; Electrical engineering; Physics; Chemistry; Finite element method; Mathematical analysis","score_opus":0.008767229552085212,"score_gpt":0.24173251230376314,"score_spread":0.23296528275167794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142473360","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":[0.10330447,0.00010134318,0.89287,0.00027181846,0.00074077107,0.0005950044,0.00017616103,0.00028452225,0.001655926],"genre_scores_gemma":[0.91417706,0.0000928244,0.08438795,0.00005243372,0.00037787092,0.00019875006,0.00039571343,0.00010757261,0.00020980468],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981673,0.00004213621,0.00069286395,0.00038919612,0.000281635,0.00042686434],"domain_scores_gemma":[0.9990526,0.000171344,0.00018609547,0.00024058006,0.00022679938,0.00012257449],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027083416,0.0003984398,0.00036174714,0.00032733296,0.00007379745,0.000104702965,0.00027264256,0.0002288219,0.000036012014],"category_scores_gemma":[0.0000111060845,0.0003971671,0.00015351098,0.00018916288,0.00006833436,0.0005067093,0.000014861699,0.00032632993,0.000012558774],"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":[0.000052696447,0.00012917443,0.000118687,0.00005767439,0.00018420441,0.000009012801,0.00017606573,0.08203238,0.9136211,0.0003987946,0.0009494762,0.0022707323],"study_design_scores_gemma":[0.0008045694,0.0001346236,0.00016722488,0.00022523585,0.000045783305,0.00028977173,0.000033183314,0.13689288,0.8529153,0.0001874285,0.00785481,0.00044919905],"about_ca_topic_score_codex":0.000027913688,"about_ca_topic_score_gemma":0.000026826812,"teacher_disagreement_score":0.8108726,"about_ca_system_score_codex":0.00037984707,"about_ca_system_score_gemma":0.000055430282,"threshold_uncertainty_score":0.999848},"labels":[],"label_agreement":null},{"id":"W2146507350","doi":"10.1109/mwsym.2005.1516866","title":"Analysis of multiconductor transmission lines with frequency-dependent parameters and incident electromagnetic fields","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","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":"Carleton University","funders":"","keywords":"EMI; Electromagnetic interference; Representation (politics); Transient (computer programming); Electric power transmission; Transmission line; Electronic engineering; Electromagnetic compatibility; Conducted electromagnetic interference; Stability (learning theory); Computer science; Transmission (telecommunications); Interference (communication); Transient response; Engineering; Electrical engineering; Telecommunications","score_opus":0.006602842437343247,"score_gpt":0.22393463334667948,"score_spread":0.21733179090933624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146507350","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":[0.98875445,0.00019032699,0.0022517173,0.0015372904,0.00013102696,0.00017294771,0.000047021775,0.000026447251,0.006888757],"genre_scores_gemma":[0.9944026,0.00007107307,0.0034815373,0.00010528512,0.00021963213,0.000026068925,0.00007716272,0.000023816687,0.0015928217],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99843,0.000045038018,0.0004364032,0.0004106137,0.00031735515,0.0003605694],"domain_scores_gemma":[0.9992008,0.00009082432,0.00020769765,0.00023599806,0.0001240033,0.00014062696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011670136,0.00026657587,0.00035843585,0.0003155804,0.00007027682,0.00007313723,0.00028491952,0.00006512816,0.00027031335],"category_scores_gemma":[0.0000029194384,0.00022345647,0.00014257022,0.0001925272,0.00009605597,0.00017775135,0.000026525173,0.00020062375,0.0000083772475],"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":[0.000090428824,0.00032556307,0.035071075,0.00001157377,0.0014150509,0.00000386818,0.00096679915,0.0026842032,0.95521694,0.0007271401,0.00012351507,0.0033638456],"study_design_scores_gemma":[0.0025422277,0.00093838683,0.02028236,0.00011808616,0.0018794731,0.00002736018,0.00019969253,0.009434461,0.96082354,0.0009579283,0.001859921,0.0009365392],"about_ca_topic_score_codex":0.00062203925,"about_ca_topic_score_gemma":0.00016150708,"teacher_disagreement_score":0.014788714,"about_ca_system_score_codex":0.00007594896,"about_ca_system_score_gemma":0.000068552305,"threshold_uncertainty_score":0.9112291},"labels":[],"label_agreement":null},{"id":"W2147980695","doi":"10.1109/mwsym.2005.1516872","title":"Restoration of passivity in s-parameter data of microwave measurements","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Electromagnetic Compatibility and Noise Suppression","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Passivity; Interfacing; Computer science; Bandwidth (computing); Microwave; Equivalent circuit; Electronic engineering; Experimental data; RLC circuit; Algorithm; Electrical engineering; Engineering; Mathematics; Telecommunications; Computer hardware; Statistics; Capacitor","score_opus":0.039280137771329125,"score_gpt":0.2716050663255033,"score_spread":0.23232492855417416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147980695","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":[0.9883456,0.00034594146,0.0011143921,0.000541391,0.0007130192,0.00027218493,0.00014193004,0.000047537535,0.008477952],"genre_scores_gemma":[0.9963492,0.00015711795,0.0028845184,0.000032940745,0.0001656412,0.000011030705,0.000173716,0.000029680432,0.00019616036],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99803966,0.000083597966,0.00076738314,0.00036801002,0.0004491227,0.00029225083],"domain_scores_gemma":[0.9987845,0.000133196,0.00017388188,0.0006921074,0.0001510964,0.00006524489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045949826,0.00022521096,0.00031681525,0.00027406722,0.000021241784,0.000023981327,0.00072312745,0.00013463077,0.0000834725],"category_scores_gemma":[0.00006971259,0.0002414675,0.000077306664,0.00014961274,0.0000843112,0.00045585877,0.000111333036,0.00023315978,0.000020014188],"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":[0.00008354861,0.0002691789,0.00606458,0.000064349595,0.00006639646,0.0000019550703,0.0002201186,0.00782776,0.9796984,0.00003794207,0.002774793,0.0028909736],"study_design_scores_gemma":[0.00075991405,0.00006586394,0.007921009,0.00019461628,0.0000251805,0.000009348058,0.000010878346,0.020743119,0.9665398,0.00015372233,0.003341551,0.00023500017],"about_ca_topic_score_codex":0.000111813744,"about_ca_topic_score_gemma":0.0017415031,"teacher_disagreement_score":0.013158608,"about_ca_system_score_codex":0.00024929497,"about_ca_system_score_gemma":0.000061758234,"threshold_uncertainty_score":0.9846759},"labels":[],"label_agreement":null},{"id":"W2149769785","doi":"10.1109/mwsym.2005.1516973","title":"A new two-layer bandpass filter using stepped impedance hairpin resonators for wireless applications","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Resonator; Band-pass filter; Ground plane; Materials science; Filter (signal processing); Electrical impedance; Coupling coefficient of resonators; Coupling (piping); Microstrip; Aperture (computer memory); Acoustics; Electronic engineering; Optoelectronics; Prototype filter; Computer science; Physics; Low-pass filter; Electrical engineering; Engineering; Telecommunications","score_opus":0.015614887356037919,"score_gpt":0.25907780339761977,"score_spread":0.24346291604158185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149769785","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":[0.17326474,0.0012056449,0.8096279,0.0014792564,0.0030675877,0.0013323581,0.00044789154,0.00085815997,0.008716485],"genre_scores_gemma":[0.9616956,0.00021790878,0.028135587,0.00024180755,0.0033430099,0.00021764898,0.0001133494,0.0002154504,0.005819655],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976836,0.000021331989,0.0006778839,0.0005650226,0.0003252022,0.00072696485],"domain_scores_gemma":[0.9988166,0.00013582663,0.00012279,0.00047681818,0.00017588367,0.00027208612],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021285887,0.0005031326,0.0003733666,0.00032067287,0.00013730464,0.00018773151,0.0006432098,0.00019514302,0.00007736211],"category_scores_gemma":[0.0000129213,0.0005638704,0.0002582018,0.00018181313,0.000052134747,0.00037513566,0.00005740931,0.0003100738,0.00013074318],"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":[0.00004094352,0.000056333756,0.00011294112,0.00006389679,0.00022524374,0.00000496481,0.00019969785,0.18712519,0.7817825,0.0016612896,0.0238539,0.004873101],"study_design_scores_gemma":[0.0015108164,0.0000229037,0.00005625701,0.00013994017,0.00006291429,0.0001071614,0.000022451983,0.22921589,0.45227855,0.0002206915,0.31560284,0.00075958244],"about_ca_topic_score_codex":0.00006782061,"about_ca_topic_score_gemma":0.00012115325,"teacher_disagreement_score":0.78843087,"about_ca_system_score_codex":0.0006108808,"about_ca_system_score_gemma":0.00011007862,"threshold_uncertainty_score":0.9996813},"labels":[],"label_agreement":null},{"id":"W2149900830","doi":"10.1109/mwsym.2005.1516591","title":"Transient Modeling of Gyromagnetic Materials with the TLM Inter-Cell Network Concept","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Electromagnetic Simulation and Numerical Methods","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":"","keywords":"Resonator; Electronic engineering; Computer science; Frequency domain; Transient (computer programming); Time domain; Equivalent circuit; Physics; Materials science; Computational physics; Voltage; Electrical engineering; Engineering; Optoelectronics","score_opus":0.007519602283771428,"score_gpt":0.21997710054929612,"score_spread":0.21245749826552468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149900830","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":[0.77205217,0.0011237176,0.17079332,0.004144625,0.001990352,0.0006269555,0.00006225467,0.0002651074,0.048941493],"genre_scores_gemma":[0.99018633,0.0001534162,0.0073844953,0.000325849,0.0006720573,0.000029748904,0.000023799274,0.00006545083,0.0011588781],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99832475,0.00009722264,0.0005479818,0.00027624637,0.0003150317,0.00043874307],"domain_scores_gemma":[0.99921924,0.00017267352,0.00010748964,0.0002786526,0.0001245064,0.000097467215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024199822,0.00029603028,0.00031096447,0.00008866339,0.00006589772,0.00006912712,0.0004503121,0.00010278682,0.00042041656],"category_scores_gemma":[0.000006591191,0.00022706212,0.00010310668,0.00014690244,0.00011268071,0.00013038517,0.000025920917,0.00021524669,0.000036961883],"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":[0.000050384017,0.000045751844,0.000013617115,0.000012631441,0.000054885088,0.000001989992,0.00029361277,0.52641225,0.47064722,0.00014223371,0.0015021545,0.00082327175],"study_design_scores_gemma":[0.0013018274,0.00030631814,0.00009230492,0.000116994066,0.000086780754,0.000049424187,0.000051925323,0.34764615,0.63330466,0.0001263117,0.016423102,0.00049420947],"about_ca_topic_score_codex":0.000025563115,"about_ca_topic_score_gemma":0.000033987864,"teacher_disagreement_score":0.21813415,"about_ca_system_score_codex":0.00011830616,"about_ca_system_score_gemma":0.000029091087,"threshold_uncertainty_score":0.92593247},"labels":[],"label_agreement":null},{"id":"W2152374327","doi":"10.1109/mwsym.2005.1517011","title":"Tuning of microwave filters by extracting human experience using fuzzy logic","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":18,"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":"Chebyshev filter; Fuzzy logic; Microwave; Computer science; Filter (signal processing); Fuzzy electronics; Electronic engineering; Filtering theory; Fuzzy set; Artificial intelligence; Engineering; Fuzzy number; Computer vision; Telecommunications","score_opus":0.024799373749074684,"score_gpt":0.277788960265205,"score_spread":0.2529895865161303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152374327","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":[0.63727957,0.0012405502,0.1905016,0.003998922,0.003935416,0.00067845074,0.000065316606,0.0003454772,0.1619547],"genre_scores_gemma":[0.9840471,0.00003848517,0.012377567,0.0006722906,0.00063447154,0.000026016418,0.000019813677,0.000034900157,0.0021493516],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.996666,0.0001238797,0.000977753,0.0008408395,0.000674887,0.0007166157],"domain_scores_gemma":[0.9980579,0.00014449065,0.00070493604,0.00063656125,0.00026452728,0.00019159706],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045244087,0.0004243084,0.0004513033,0.00026857512,0.00026268544,0.0003186927,0.002017294,0.00018526489,0.000027207238],"category_scores_gemma":[0.00003556077,0.0004277968,0.0002475299,0.00022113835,0.00019149341,0.001201729,0.00028254706,0.00032376335,0.000059600152],"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":[0.000016852013,0.00016004876,0.00081112364,0.0000139408885,0.00007252185,0.000023601779,0.0017052569,0.0015929154,0.9848209,0.008089896,0.0009828141,0.0017101015],"study_design_scores_gemma":[0.0021871333,0.0002009672,0.00043946193,0.00041473957,0.000048639307,0.0006573806,0.0006740491,0.025047125,0.94213,0.0027852699,0.023884965,0.0015302309],"about_ca_topic_score_codex":0.0002822028,"about_ca_topic_score_gemma":0.000043380885,"teacher_disagreement_score":0.34676754,"about_ca_system_score_codex":0.000535337,"about_ca_system_score_gemma":0.00013418189,"threshold_uncertainty_score":0.9998174},"labels":[],"label_agreement":null},{"id":"W2152380956","doi":"10.1109/mwsym.2005.1516590","title":"Efficient Finite-Difference Time-Domain (FDTD) Modeling of Periodic Leaky-Wave Structures","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Microwave Engineering and Waveguides","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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Alexander S. Onassis Public Benefit Foundation","keywords":"Finite-difference time-domain method; Finite difference method; Computer science; Time domain; Acoustics; Physics; Electronic engineering; Mathematical analysis; Mathematics; Optics; Engineering","score_opus":0.010561794648810737,"score_gpt":0.20906470311153535,"score_spread":0.19850290846272461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152380956","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":[0.8964365,0.0009712482,0.08020649,0.00044064043,0.001744536,0.00029195315,0.00023048605,0.00044018717,0.019237917],"genre_scores_gemma":[0.99125326,0.00016189268,0.0059148213,0.00007854194,0.00075391476,0.000019383957,0.0000719768,0.000118285854,0.0016279172],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974943,0.000037459424,0.00082180614,0.00049132947,0.0005047865,0.0006503287],"domain_scores_gemma":[0.9989192,0.0001278809,0.00012375129,0.00045835157,0.00018163993,0.00018921154],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023443798,0.00053255516,0.00047299702,0.00042636457,0.00010267706,0.00010893058,0.00056023913,0.00022495826,0.00024329073],"category_scores_gemma":[0.000037971124,0.0005531847,0.00025307812,0.00016015836,0.000114610775,0.000100735546,0.00008384201,0.00041896786,0.00018880061],"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":[0.00001713976,0.000042908363,0.000027817303,0.0000387028,0.00009964159,0.000009652617,0.00047072003,0.59537643,0.40261897,0.00033414303,0.0006224227,0.00034145804],"study_design_scores_gemma":[0.00052285724,0.00003001801,0.000097256336,0.00014311045,0.000029544783,0.00009659319,0.000045970897,0.83273166,0.16186932,0.0001756985,0.0037333085,0.00052467344],"about_ca_topic_score_codex":0.000030496894,"about_ca_topic_score_gemma":0.000021430862,"teacher_disagreement_score":0.24074966,"about_ca_system_score_codex":0.0003515431,"about_ca_system_score_gemma":0.00006374959,"threshold_uncertainty_score":0.99969196},"labels":[],"label_agreement":null},{"id":"W2153132622","doi":"10.1109/mwsym.2005.1516612","title":"Adaptive Power Controllable Retrodirective Array System for Portable Battery-Operated Applications","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Energy Harvesting in Wireless Networks","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Power (physics); Battery (electricity); Electrical engineering; Embedded system; Engineering; Physics","score_opus":0.006656734081281558,"score_gpt":0.20604015790540137,"score_spread":0.1993834238241198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153132622","genre_codex":"other","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":[0.037957005,0.0016714307,0.44569644,0.001931005,0.0074408907,0.0031492722,0.0011770608,0.0029403798,0.49803653],"genre_scores_gemma":[0.98165977,0.0000932761,0.0066873683,0.00023408774,0.0018054285,0.0010786519,0.00021759729,0.00017807256,0.008045768],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975506,0.00004847125,0.0007094914,0.00061811804,0.00033868835,0.00073464203],"domain_scores_gemma":[0.9983702,0.00026973945,0.0001941587,0.00044819692,0.0005216079,0.00019614956],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030273554,0.00047914658,0.0004671671,0.00023392876,0.00019530908,0.0002004641,0.0005808445,0.0002680593,0.00008091331],"category_scores_gemma":[0.000020666812,0.0005232119,0.00018909026,0.00021869293,0.00008721017,0.0004649268,0.00003103073,0.0003548534,0.00023374063],"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":[0.00008937675,0.000093429575,0.00020166933,0.000036272482,0.0004600476,0.000005521124,0.000121909885,0.5451328,0.43387726,0.0030329893,0.016632894,0.00031581213],"study_design_scores_gemma":[0.0024940614,0.0001037835,0.00017136359,0.00037108312,0.00012883916,0.000120939214,0.00017149505,0.1144486,0.56058574,0.00009135685,0.32010055,0.0012121912],"about_ca_topic_score_codex":0.000037757713,"about_ca_topic_score_gemma":0.00013431419,"teacher_disagreement_score":0.94370276,"about_ca_system_score_codex":0.0011868062,"about_ca_system_score_gemma":0.00008516621,"threshold_uncertainty_score":0.99972194},"labels":[],"label_agreement":null},{"id":"W2163353896","doi":"10.1109/mwsym.2005.1517071","title":"Tissue sensing adaptive radar for breast cancer detection: preliminary experimental results","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cancer detection; Breast cancer; Radar detection; Radar; Breast tumor; Microwave imaging; Antenna (radio); Microwave; Computer science; Biomedical engineering; Cancer; Medicine; Internal medicine; Telecommunications","score_opus":0.010299468098191362,"score_gpt":0.2490068941157133,"score_spread":0.23870742601752196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163353896","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":[0.6965889,0.00547433,0.20483786,0.023474745,0.016207296,0.0021160843,0.005973913,0.002693435,0.042633433],"genre_scores_gemma":[0.9890309,0.00016957872,0.004736513,0.00022452929,0.0022853937,0.0000503705,0.000076649216,0.00011029117,0.0033157982],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99799347,0.000035045556,0.00057190406,0.00055635656,0.00029711562,0.00054612395],"domain_scores_gemma":[0.99913836,0.000086334556,0.00012849992,0.00032268904,0.00016583508,0.00015828214],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018800035,0.00041503482,0.00031992994,0.0002837364,0.00017802692,0.00015599105,0.00033162217,0.00014043711,0.00006802491],"category_scores_gemma":[0.000007628972,0.00046234071,0.00021602219,0.00012860479,0.0000885562,0.00034266766,0.00004969679,0.0002539222,0.00010221414],"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":[0.0003249616,0.00006872062,0.000014062235,0.000018825665,0.00031594737,0.0000135203745,0.000532618,0.034300882,0.93453974,0.000009754301,0.0097783785,0.020082593],"study_design_scores_gemma":[0.0009871122,0.00006258647,0.00015262896,0.00012246288,0.00007673826,0.00035654032,0.00011369792,0.052848414,0.89932126,0.00001040209,0.045436762,0.00051137956],"about_ca_topic_score_codex":0.00018628348,"about_ca_topic_score_gemma":0.00021922827,"teacher_disagreement_score":0.29244196,"about_ca_system_score_codex":0.0008230391,"about_ca_system_score_gemma":0.000039761086,"threshold_uncertainty_score":0.99978286},"labels":[],"label_agreement":null},{"id":"W2163375788","doi":"10.1109/mwsym.2005.1517120","title":"A new realization of left-handed transmission lines employing a coaxial waveguide structure","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","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 Waterloo","funders":"","keywords":"Coaxial; Conductor; STRIPS; Resonator; Transmission line; Split-ring resonator; Waveguide; Materials science; Realization (probability); Electric power transmission; Electrical conductor; Optics; Acoustics; Optoelectronics; Physics; Electrical engineering; Engineering; Mathematics; Composite material","score_opus":0.013840680536677074,"score_gpt":0.2661130229993501,"score_spread":0.252272342462673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163375788","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":[0.94018817,0.00024999402,0.05064329,0.0024685562,0.0018326903,0.0005094855,0.00037165158,0.00012477145,0.0036114154],"genre_scores_gemma":[0.96901864,0.0004102979,0.024733711,0.00023830809,0.0013077809,0.000014987144,0.00023941795,0.000056350094,0.00398051],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974318,0.00009456453,0.0009606604,0.00054862176,0.0005701016,0.0003942129],"domain_scores_gemma":[0.99852705,0.00006928704,0.0004893904,0.00039757486,0.0003080722,0.00020860505],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003752896,0.00032604308,0.0004222602,0.0001848505,0.00015123343,0.00016425832,0.00062897534,0.0001851465,0.0022534735],"category_scores_gemma":[0.00003494117,0.00029174384,0.00015344743,0.00012098335,0.000085027255,0.00041294788,0.00006300498,0.00011683077,0.00009239712],"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":[0.00012530595,0.00008286213,0.00011647793,0.000028321918,0.000037973277,0.000001558845,0.00051479647,0.0028922916,0.9890975,0.0014132195,0.0040733977,0.0016163075],"study_design_scores_gemma":[0.0007415605,0.00003619353,0.00017965701,0.000094911455,0.000060347742,0.00004580363,0.000018477913,0.0005712661,0.90052444,0.0006945959,0.09676528,0.00026746644],"about_ca_topic_score_codex":0.0003406156,"about_ca_topic_score_gemma":0.00032299382,"teacher_disagreement_score":0.092691876,"about_ca_system_score_codex":0.00013246966,"about_ca_system_score_gemma":0.00020478234,"threshold_uncertainty_score":0.99995345},"labels":[],"label_agreement":null},{"id":"W2165361437","doi":"10.1109/mwsym.2005.1516780","title":"New triangular microstrip loop resonators for bandpass dual-mode filter applications","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","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":"Royal Military College of Canada","funders":"","keywords":"Microstrip; Band-pass filter; Resonator; Loop (graph theory); Dual mode; Topology (electrical circuits); Electronic engineering; Coupling (piping); Filter (signal processing); Physics; Computer science; Optoelectronics; Materials science; Engineering; Mathematics; Electrical engineering","score_opus":0.009186169706076856,"score_gpt":0.23984621996193567,"score_spread":0.2306600502558588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165361437","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":[0.05136714,0.004560773,0.88375956,0.0076861894,0.007422239,0.0029096536,0.0026111698,0.0020406526,0.037642594],"genre_scores_gemma":[0.8819121,0.0012263521,0.04380554,0.0007916433,0.009989024,0.00071408844,0.00091716135,0.00054679957,0.06009727],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975794,0.000020668387,0.0007433618,0.00059104065,0.00032286378,0.0007426598],"domain_scores_gemma":[0.99870896,0.00015741965,0.00011018746,0.0005321232,0.00017281997,0.00031846194],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000225998,0.00052740437,0.00039234394,0.00037204297,0.00012587893,0.00020510316,0.00059426314,0.00027998578,0.00021462147],"category_scores_gemma":[0.000025677748,0.00058543176,0.0003318447,0.00018626433,0.00005612885,0.00031682083,0.000052350315,0.0003314078,0.0003557161],"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":[0.00005677827,0.000081675695,0.00007269611,0.00006528912,0.00031559108,0.000008938069,0.00019855796,0.06639774,0.73603284,0.0017305021,0.18872973,0.00630966],"study_design_scores_gemma":[0.0011424224,0.000022970282,0.00005081411,0.000058582114,0.000048358987,0.000080583144,0.000012732306,0.011714599,0.37500802,0.00023597106,0.61109763,0.0005273346],"about_ca_topic_score_codex":0.000036078232,"about_ca_topic_score_gemma":0.00008076222,"teacher_disagreement_score":0.8399541,"about_ca_system_score_codex":0.0004973115,"about_ca_system_score_gemma":0.000100212535,"threshold_uncertainty_score":0.9996597},"labels":[],"label_agreement":null},{"id":"W2166071255","doi":"10.1109/mwsym.2005.1516874","title":"Implementable space mapping approach to enhancement of microwave device models","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Microwave Engineering and Waveguides","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":"McMaster University","funders":"","keywords":"Schematic; Space mapping; Microwave; Microstrip; Computer science; Software; Set (abstract data type); Space (punctuation); Solid modeling; Electronic engineering; Implementation; Engineering; Telecommunications; Software engineering; Algorithm; Programming language; Operating system; Artificial intelligence","score_opus":0.01880327898700287,"score_gpt":0.23414503734618902,"score_spread":0.21534175835918615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166071255","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":[0.16942388,0.0010853534,0.61273646,0.0011181758,0.002150773,0.000812106,0.00022771565,0.00042270214,0.21202283],"genre_scores_gemma":[0.95366365,0.0004335735,0.041054208,0.00023720427,0.0007287259,0.00008712494,0.00010753019,0.0001310425,0.0035569253],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9971228,0.000029100007,0.0009239339,0.0005870053,0.0004868982,0.0008502318],"domain_scores_gemma":[0.99879616,0.000075268326,0.00013909965,0.00051510835,0.00020960894,0.0002647247],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037074243,0.0005416403,0.00048932305,0.0005044252,0.00007509193,0.00011073978,0.0007424814,0.00015820863,0.00008975351],"category_scores_gemma":[0.000013456876,0.0006117051,0.00021133927,0.00027556453,0.00005014169,0.00041953835,0.00013795063,0.00029612437,0.00019480237],"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":[0.000015399031,0.00013176007,0.000031932144,0.000098743745,0.00022638208,0.0000029028924,0.0008944375,0.263994,0.71633285,0.0012895647,0.015955986,0.0010260416],"study_design_scores_gemma":[0.00057435443,0.000025064575,0.000027300088,0.00016445582,0.000032554653,0.00006124889,0.00015935561,0.08507349,0.7998849,0.000110649446,0.1132671,0.0006194953],"about_ca_topic_score_codex":0.000054980326,"about_ca_topic_score_gemma":0.00006470923,"teacher_disagreement_score":0.78423977,"about_ca_system_score_codex":0.0006666615,"about_ca_system_score_gemma":0.000057145327,"threshold_uncertainty_score":0.99963343},"labels":[],"label_agreement":null},{"id":"W2166150985","doi":"10.1109/mwsym.2005.1516665","title":"A new beam direction finding circuit based on six port technology","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Microwave and Dielectric Measurement Techniques","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":"Institut National de la Recherche Scientifique","funders":"National Science Council; Polytechnique Montréal","keywords":"Port (circuit theory); Electronic engineering; Beam (structure); Computer science; SIGNAL (programming language); Electrical engineering; Circuit extraction; Electronic circuit; Channel (broadcasting); Signal processing; Engineering; Equivalent circuit; Voltage; Optics; Physics; Digital signal processing","score_opus":0.014140872395773458,"score_gpt":0.2305161946680834,"score_spread":0.21637532227230993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166150985","genre_codex":"other","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":[0.124804094,0.0010294146,0.17853914,0.007390774,0.0054991166,0.0013702139,0.00008658788,0.0052281586,0.6760525],"genre_scores_gemma":[0.9910207,0.00031633532,0.00211539,0.00056866655,0.0010589109,0.000063587104,0.00006804243,0.00010025826,0.004688136],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978435,0.000017650393,0.0005446023,0.00050334044,0.00048672705,0.00060418114],"domain_scores_gemma":[0.99911857,0.000059031256,0.00012286687,0.00041062915,0.00012476914,0.00016416087],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021525627,0.00042224964,0.00030290653,0.0010058988,0.000100723475,0.00010904476,0.0005285737,0.0003235207,0.0003558747],"category_scores_gemma":[0.000034622146,0.000469292,0.0001749002,0.00036481608,0.00003860016,0.00024811394,0.000028685028,0.00046510596,0.00035456708],"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":[0.00002771473,0.00010950524,0.0009563675,0.000016119311,0.000096516334,0.000016461623,0.0000412607,0.0077027166,0.91954374,0.0005960919,0.05935371,0.011539763],"study_design_scores_gemma":[0.0005272427,0.00007973207,0.00018964746,0.0001114127,0.000028644132,0.000052467167,0.0000051994716,0.0035912227,0.80690986,0.00023518199,0.18783636,0.00043304914],"about_ca_topic_score_codex":0.00003699114,"about_ca_topic_score_gemma":0.0000957427,"teacher_disagreement_score":0.8662166,"about_ca_system_score_codex":0.0008681317,"about_ca_system_score_gemma":0.0001094035,"threshold_uncertainty_score":0.9997759},"labels":[],"label_agreement":null},{"id":"W2168935130","doi":"10.1109/mwsym.2005.1516895","title":"Design of dual-band waveguide transformers","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada; University of Victoria","funders":"","keywords":"Multi-band device; Transformer; Wideband; Ku band; Communications satellite; Computer science; Electronic engineering; Frequency band; Electrical engineering; Satellite; Engineering; Bandwidth (computing); Telecommunications; Voltage; Aerospace engineering","score_opus":0.010830560609145883,"score_gpt":0.216984498468521,"score_spread":0.2061539378593751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168935130","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":[0.23023456,0.0022899273,0.55641544,0.002652603,0.006485137,0.0010424018,0.00033162662,0.0012090381,0.19933927],"genre_scores_gemma":[0.9887549,0.0011659137,0.0059173983,0.00011562917,0.00075007376,0.000028534172,0.00004652065,0.00012490492,0.0030961095],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978079,0.000032319094,0.0007931508,0.00036888054,0.00039771557,0.00060001615],"domain_scores_gemma":[0.99916065,0.00012294245,0.00009494286,0.00029787276,0.0001444545,0.00017916012],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003270916,0.00044605447,0.00039519128,0.0003698045,0.00005532939,0.00006589225,0.00040577498,0.00020046934,0.00019554074],"category_scores_gemma":[0.000016641803,0.00047370038,0.00020745544,0.00015472267,0.000105153595,0.00033338665,0.000018551866,0.0002975479,0.00018588819],"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":[0.000028176797,0.00005728006,0.000036458976,0.000044755227,0.00020748028,0.000014357194,0.00031185517,0.2835595,0.705761,0.00017128384,0.008624279,0.0011835342],"study_design_scores_gemma":[0.00074049464,0.000045865498,0.00007436986,0.000117838885,0.00004510334,0.0001684399,0.000026657957,0.04907573,0.8911576,0.00005932163,0.05798301,0.0005055337],"about_ca_topic_score_codex":0.000022933042,"about_ca_topic_score_gemma":0.000024477213,"teacher_disagreement_score":0.75852036,"about_ca_system_score_codex":0.00031016069,"about_ca_system_score_gemma":0.00005904957,"threshold_uncertainty_score":0.9997715},"labels":[],"label_agreement":null},{"id":"W2169687382","doi":"10.1109/mwsym.2005.1516534","title":"Direct-Coupled Realizations for Microwave Bandstop Filters","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Microwave Engineering and Waveguides","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":"COM DEV International","funders":"","keywords":"Resonator; Band-pass filter; Realization (probability); Band-stop filter; Microwave; Computer science; Passband; Electronic engineering; Planar; Transmission line; Physics; Waveguide; Diagonal; Topology (electrical circuits); Filter (signal processing); Electrical engineering; Engineering; Optoelectronics; Low-pass filter; Mathematics; Telecommunications","score_opus":0.009834191854336509,"score_gpt":0.2270573695715938,"score_spread":0.2172231777172573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169687382","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":[0.16821013,0.002894513,0.53502434,0.007344988,0.016221613,0.0024189544,0.0018522692,0.0035572718,0.2624759],"genre_scores_gemma":[0.974157,0.0008772915,0.0077878926,0.00041695155,0.0022239524,0.00018967626,0.0005212145,0.0002351643,0.013590893],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975193,0.0000243175,0.00075072446,0.00057908095,0.0003162647,0.00081031764],"domain_scores_gemma":[0.9987093,0.00019448122,0.00011395015,0.0004882953,0.00023752754,0.00025644593],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028044515,0.00055936683,0.00042690686,0.0004254571,0.00015690275,0.00020120217,0.00063284085,0.00026186055,0.00013826457],"category_scores_gemma":[0.000055540095,0.0006242224,0.00032758928,0.0001941948,0.00008660396,0.0003655489,0.000050082126,0.00027570123,0.00023019864],"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":[0.000033358443,0.00008653904,0.00009214039,0.000063522246,0.00028804824,0.000008857436,0.00039109503,0.16517933,0.75389916,0.0008986843,0.07799532,0.0010639434],"study_design_scores_gemma":[0.0010153888,0.000036469617,0.0000888578,0.000114601826,0.000065664266,0.000092113485,0.00003091899,0.09933533,0.47484726,0.00007894456,0.423553,0.00074146065],"about_ca_topic_score_codex":0.00004032147,"about_ca_topic_score_gemma":0.00021649497,"teacher_disagreement_score":0.8059468,"about_ca_system_score_codex":0.00056227215,"about_ca_system_score_gemma":0.00006184721,"threshold_uncertainty_score":0.9996209},"labels":[],"label_agreement":null},{"id":"W2170745653","doi":"10.1109/mwsym.2005.1517067","title":"Passive model order reduction for interconnect networks with large number of ports","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Model Reduction and Neural Networks","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Reduction (mathematics); Interconnection; Computer science; Model order reduction; Parametric statistics; Order (exchange); Electronic engineering; Mathematical optimization; Algorithm; Mathematics; Telecommunications; Engineering","score_opus":0.008788701195204987,"score_gpt":0.2601535044315983,"score_spread":0.2513648032363933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170745653","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":[0.26776206,0.00004850058,0.68949604,0.004418238,0.0021729092,0.0008019607,0.00026215438,0.000083187064,0.03495496],"genre_scores_gemma":[0.9842876,0.00004380012,0.004197867,0.0001761371,0.0022065693,0.00011353584,0.00026980633,0.000059481543,0.008645182],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99833566,0.0000282818,0.0004908555,0.0004634555,0.00023724238,0.00044452582],"domain_scores_gemma":[0.9988124,0.000042597156,0.00035379492,0.00025369713,0.0004162191,0.00012130332],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000121815414,0.00030314733,0.00029533418,0.0000967929,0.000107630105,0.00006020966,0.0002590353,0.00010253255,0.00046817254],"category_scores_gemma":[0.0000026011132,0.00027295493,0.00019966956,0.00011151197,0.00008212238,0.0003818489,0.00004364041,0.00024857538,0.000022259976],"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":[0.00071363366,0.0009485574,0.001997816,0.00002027068,0.0006703029,0.0000025792576,0.00049252005,0.87422776,0.046916973,0.033160623,0.031375673,0.009473299],"study_design_scores_gemma":[0.0037793193,0.00014850228,0.00008641655,0.00023874815,0.00018981927,0.00013886715,0.00028340836,0.80054253,0.14442377,0.0028065655,0.046328478,0.0010335513],"about_ca_topic_score_codex":0.000035954185,"about_ca_topic_score_gemma":0.000027063716,"teacher_disagreement_score":0.71652555,"about_ca_system_score_codex":0.00009872157,"about_ca_system_score_gemma":0.00008762803,"threshold_uncertainty_score":0.9999723},"labels":[],"label_agreement":null},{"id":"W3148434358","doi":"10.1109/mtt67880.2005.9387795","title":"Session TU1E: Filter Theory and Synthesis Techniques","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","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":"COM DEV International","funders":"","keywords":"Session (web analytics); Computer science; Filter (signal processing); World Wide Web; Computer vision","score_opus":0.006316591029411025,"score_gpt":0.21825321048807347,"score_spread":0.21193661945866246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148434358","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":[0.64832544,0.0037583893,0.0715885,0.0048662513,0.00507061,0.0009083152,0.00041506367,0.0037927807,0.26127464],"genre_scores_gemma":[0.9883693,0.001313693,0.0044690156,0.00025229645,0.0011055018,0.000062395964,0.000023801627,0.000113813454,0.0042902213],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99845713,0.000051163275,0.00042303285,0.00038136297,0.00024167981,0.000445617],"domain_scores_gemma":[0.99915236,0.0002523218,0.00005849726,0.0003093716,0.00007486528,0.0001525638],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040964974,0.00038659904,0.00027127846,0.00029144576,0.00007965546,0.00014038545,0.00036325434,0.00019899828,0.00019756301],"category_scores_gemma":[0.000048953883,0.00037896642,0.00011710362,0.00008081946,0.00008816728,0.0003387067,0.000069732916,0.00029561497,0.00015444051],"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":[0.00003372691,0.00007282977,0.00019496307,0.00005905467,0.0001614376,0.00002151537,0.00023008732,0.0033262419,0.9566705,0.0017466818,0.02171144,0.015771508],"study_design_scores_gemma":[0.00020193044,0.000015786043,0.00022584895,0.0002117246,0.000032595457,0.00018995644,0.000022776414,0.0038930965,0.8339034,0.00027793285,0.16055343,0.00047153857],"about_ca_topic_score_codex":0.000009136698,"about_ca_topic_score_gemma":0.0000140860575,"teacher_disagreement_score":0.34004378,"about_ca_system_score_codex":0.0002254531,"about_ca_system_score_gemma":0.000020039357,"threshold_uncertainty_score":0.99986625},"labels":[],"label_agreement":null},{"id":"W4232083747","doi":"10.1109/mtt67880.2005.9387917","title":"Narrow Passband Response of Unbalanced CRLH Transmission Line Structure Composed of Capacitively Coupled Dielectric Resonators","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Advanced Antenna and Metasurface Technologies","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":"Passband; Resonator; Dielectric; Materials science; Transmission line; Electric power transmission; Optoelectronics; Electronic engineering; Electrical engineering; Band-pass filter; Engineering","score_opus":0.008022121106444506,"score_gpt":0.22626982777055346,"score_spread":0.21824770666410895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232083747","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":[0.9876379,0.0014598737,0.007915964,0.0008616936,0.00049110525,0.00027079126,0.00031153226,0.00026799995,0.00078319095],"genre_scores_gemma":[0.99410576,0.00074560446,0.0044348952,0.00003863216,0.000092431575,0.000009261192,0.000048064452,0.000057946927,0.00046740012],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981867,0.000052930656,0.00066525105,0.00031500397,0.00038589552,0.0003942038],"domain_scores_gemma":[0.99896574,0.0001976933,0.00022039637,0.0002769941,0.00025034058,0.0000888265],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019577568,0.0003460854,0.0004884886,0.00039627054,0.00004827485,0.000015660293,0.00047490853,0.00023963356,0.000053443797],"category_scores_gemma":[0.000060591614,0.00032624215,0.00016410736,0.00028098782,0.00020128442,0.00021208213,0.000023975252,0.00034992042,0.000005523368],"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":[0.0007532847,0.00008129163,0.00021248843,0.000054559594,0.00012470274,0.000008797423,0.0003543407,0.04793222,0.9488667,0.00021787803,0.00023174769,0.0011619879],"study_design_scores_gemma":[0.0012630434,0.00013249951,0.0009787218,0.00014498532,0.000034061046,0.000026942733,0.000055537206,0.017784217,0.9702749,0.00022816473,0.008765454,0.0003114216],"about_ca_topic_score_codex":0.000012039618,"about_ca_topic_score_gemma":0.000025268642,"teacher_disagreement_score":0.030148001,"about_ca_system_score_codex":0.00021562236,"about_ca_system_score_gemma":0.000058294165,"threshold_uncertainty_score":0.99991894},"labels":[],"label_agreement":null},{"id":"W4249238346","doi":"10.1109/mwsym.2005.1516955","title":"Delay-extraction based sensitivity analysis of multiconductor transmission lines with nonlinear terminations","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Electromagnetic Compatibility and Noise Suppression","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":"Western University; Carleton University","funders":"","keywords":"Sensitivity (control systems); Transmission line; Lossy compression; Nonlinear system; Computer science; Passivity; Electric power transmission; Time domain; Electronic engineering; Frequency domain; Exponential function; Control theory (sociology); Line (geometry); Matrix (chemical analysis); Algorithm; Mathematics; Engineering; Telecommunications; Electrical engineering; Mathematical analysis; Physics","score_opus":0.007728242323132594,"score_gpt":0.24143449760998473,"score_spread":0.23370625528685213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249238346","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":[0.97530943,0.000078241996,0.021007469,0.00094393,0.00033359556,0.00021871491,0.00015680023,0.00014777794,0.0018040499],"genre_scores_gemma":[0.9874633,0.00007691467,0.011495063,0.00004541449,0.00026153526,0.000014799445,0.00026231143,0.000035228393,0.00034546596],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984807,0.0000712123,0.000479186,0.00033292902,0.0003649975,0.00027098108],"domain_scores_gemma":[0.9989782,0.00024565376,0.00011891148,0.00029554227,0.0002489001,0.00011279387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002057767,0.0002642213,0.00033383415,0.0005543109,0.00007327139,0.000040309857,0.00017252065,0.00013378251,0.00020671038],"category_scores_gemma":[0.00001545727,0.00024326214,0.00020347378,0.00036048115,0.0000779344,0.00032632798,0.000011849017,0.00024736673,0.0000130860835],"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":[0.00007521679,0.00025646275,0.000830823,0.000025323656,0.00028881084,0.000006049942,0.00013794808,0.29287252,0.7024855,0.0000063065095,0.000136236,0.0028787924],"study_design_scores_gemma":[0.00039444,0.000048790935,0.0036529794,0.0000557283,0.00027343316,0.000015421796,0.000009145399,0.52427864,0.4673763,0.0000021826027,0.0037111517,0.00018180697],"about_ca_topic_score_codex":0.00007360158,"about_ca_topic_score_gemma":0.0010230924,"teacher_disagreement_score":0.23510922,"about_ca_system_score_codex":0.0001824909,"about_ca_system_score_gemma":0.000058207886,"threshold_uncertainty_score":0.9919942},"labels":[],"label_agreement":null},{"id":"W4256029135","doi":"10.1109/mwsym.2005.1516631","title":"Nonlinear HEMT Modeling Using Artificial Neural Network Technique","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"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; High-electron-mobility transistor; Nonlinear system; Computer science; Artificial intelligence; Electronic engineering; Electrical engineering; Engineering; Voltage; Transistor; Physics","score_opus":0.021095943567088906,"score_gpt":0.25000970428305436,"score_spread":0.22891376071596545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256029135","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":[0.7240986,0.00049789203,0.2514589,0.0006925828,0.007876399,0.00073131284,0.0000897278,0.0009787508,0.013575827],"genre_scores_gemma":[0.95696795,0.000096848584,0.0327483,0.00013478573,0.009631709,0.000054075033,0.000045015327,0.00017316114,0.00014816987],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99742085,0.000039649523,0.00072715885,0.00049687776,0.00046373348,0.00085176044],"domain_scores_gemma":[0.9990889,0.00007139597,0.0001062871,0.00035733345,0.00017553885,0.00020056908],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002639232,0.0004860663,0.00033635952,0.0002654689,0.00016737272,0.00021424398,0.0006024542,0.00024727403,0.000056813496],"category_scores_gemma":[0.000017821018,0.00056667253,0.00021920599,0.00022371403,0.00006615648,0.0006185522,0.00011143052,0.0005615187,0.00015169157],"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":[0.00001537508,0.000035563204,0.00023026354,0.000010527538,0.000052413714,0.00001798489,0.000034825825,0.48538938,0.5135333,0.000114495735,0.00020765203,0.0003582328],"study_design_scores_gemma":[0.00018463391,0.000018479328,0.0000054328407,0.00011169194,0.000025030378,0.000118951466,0.000013723337,0.45064524,0.5453022,0.0003355243,0.002762883,0.0004761945],"about_ca_topic_score_codex":0.000059967202,"about_ca_topic_score_gemma":0.00009309228,"teacher_disagreement_score":0.23286934,"about_ca_system_score_codex":0.00078158174,"about_ca_system_score_gemma":0.00005796931,"threshold_uncertainty_score":0.9996785},"labels":[],"label_agreement":null}]}