{"meta":{"query_hash":"c6f58da9b3cd","filters":{"venue":"2018 International Applied Computational Electromagnetics Society Symposium (ACES)"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/c6f58da9b3cd","api":"https://metacan.xera.ac/api/v1/cohort?venue=2018+International+Applied+Computational+Electromagnetics+Society+Symposium+%28ACES%29"},"results":[{"id":"W2803220526","doi":"10.23919/ropaces.2018.8364320","title":"Vector parabolic equation modeling of wireless propagation in tunnels with statistically rough surface walls","year":2018,"lang":"en","type":"article","venue":"2018 International Applied Computational Electromagnetics Society Symposium (ACES)","topic":"Radio Wave Propagation Studies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Path loss; Surface roughness; Surface finish; Path (computing); Surface (topology); Wireless; Computer science; Mechanics; Mathematical analysis; Algorithm; Mathematics; Geometry; Physics; Engineering; Mechanical engineering; Telecommunications","score_opus":0.010285328536464664,"score_gpt":0.2187911882457298,"score_spread":0.20850585970926513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803220526","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":[0.4187561,0.00006965718,0.57530487,0.000430961,0.0002225733,0.0005256248,0.00005024477,0.00016133304,0.004478643],"genre_scores_gemma":[0.94101745,0.00008805475,0.058197424,0.00008641772,0.000209763,0.000076272336,0.00020862081,0.000061116094,0.000054892178],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975679,0.00003521634,0.0007147666,0.00041516277,0.0008890693,0.00037789723],"domain_scores_gemma":[0.9986842,0.00020261241,0.00018956319,0.00016409393,0.0006878054,0.000071689734],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002727893,0.00031947196,0.00033749006,0.00010733235,0.0001088836,0.00007694224,0.00031034515,0.00012410442,0.000050914798],"category_scores_gemma":[0.000014632809,0.00033043252,0.000074337404,0.00046464885,0.00020534456,0.00021942785,0.000051357554,0.00024744213,0.00003626081],"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":[0.00008594586,0.00009544576,0.00020322908,0.00006321547,0.00018490461,7.519257e-7,0.0015650624,0.9090486,0.054237016,0.033829756,0.00031924812,0.00036680265],"study_design_scores_gemma":[0.0010417316,0.00026580482,0.0009104858,0.000049989012,0.000031445452,0.000008339339,0.00011079348,0.9800466,0.0064294483,0.010724124,0.000040626976,0.0003406128],"about_ca_topic_score_codex":0.000034828292,"about_ca_topic_score_gemma":0.000023144927,"teacher_disagreement_score":0.5222613,"about_ca_system_score_codex":0.00039336062,"about_ca_system_score_gemma":0.0001519959,"threshold_uncertainty_score":0.99991477},"labels":[],"label_agreement":null},{"id":"W2803443744","doi":"10.23919/ropaces.2018.8364137","title":"Millimeter-wave electromagnetic metasurfaces based on perforated dielectrics","year":2018,"lang":"en","type":"article","venue":"2018 International Applied Computational Electromagnetics Society Symposium (ACES)","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","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":"Carleton University","funders":"","keywords":"Dielectric; Extremely high frequency; Materials science; Permittivity; Scaling; Resonator; Optoelectronics; Unit (ring theory); Optics; Dielectric resonator; Electromagnetic simulation; Metamaterial; Acoustics; Electronic engineering; Physics; Engineering","score_opus":0.014766569441748567,"score_gpt":0.236441162104581,"score_spread":0.22167459266283243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803443744","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":[0.9363245,0.0001728998,0.037767213,0.0028019806,0.0014051736,0.0010956271,0.0002630283,0.00044445242,0.019725125],"genre_scores_gemma":[0.8619845,0.00008760299,0.1335224,0.0022265452,0.00052607275,0.0002615882,0.00053693686,0.00009207404,0.00076230214],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9953005,0.00014456894,0.00092498335,0.0011651856,0.0015524896,0.00091231853],"domain_scores_gemma":[0.99733365,0.00043104478,0.00054165587,0.00057717395,0.0008647349,0.0002517461],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008962526,0.00061886496,0.00054301735,0.00019102005,0.00073231256,0.00049162586,0.0009269379,0.00025303804,0.002338117],"category_scores_gemma":[0.000047846923,0.0005987262,0.00030021658,0.00076905225,0.0004401945,0.00017787742,0.00013687619,0.00033547656,0.0011670081],"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":[0.00020220719,0.00038780094,0.000018525847,0.000021872505,0.00011310424,0.0000016825987,0.00018370729,0.015311347,0.96396744,0.011011969,0.008488909,0.00029141977],"study_design_scores_gemma":[0.001619156,0.0021477407,0.00044214583,0.000022754,0.00018293498,0.000028721428,0.000041503874,0.4493796,0.52413,0.0073193857,0.013831083,0.0008549961],"about_ca_topic_score_codex":0.000031505246,"about_ca_topic_score_gemma":0.000007886666,"teacher_disagreement_score":0.43983746,"about_ca_system_score_codex":0.00031920854,"about_ca_system_score_gemma":0.00041005458,"threshold_uncertainty_score":0.9996464},"labels":[],"label_agreement":null},{"id":"W2803702638","doi":"10.23919/ropaces.2018.8364119","title":"Amplitude-equalized microwave phasers","year":2018,"lang":"en","type":"article","venue":"2018 International Applied Computational Electromagnetics Society Symposium (ACES)","topic":"Photonic and Optical Devices","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":"Carleton University","funders":"","keywords":"Microwave; Conductor; Amplitude; Phaser; Amplifier; Dispersion (optics); Dissipation; Electronic engineering; Frequency band; Microwave transmission; Dielectric; Electrical conductor; Materials science; Optics; Physics; Acoustics; Optoelectronics; Electrical engineering; Engineering; Telecommunications","score_opus":0.006737934875767282,"score_gpt":0.22856667309474815,"score_spread":0.22182873821898086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803702638","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":[0.20129164,0.0004540278,0.2973054,0.0022031865,0.0025971401,0.0008517827,0.00015708985,0.0013369676,0.4938028],"genre_scores_gemma":[0.94987935,0.00014190559,0.046971235,0.00132295,0.00071403745,0.000070053764,0.00030532296,0.0000665813,0.0005285479],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99793994,0.000015742966,0.00046893803,0.00042747002,0.00064030476,0.00050758326],"domain_scores_gemma":[0.9991117,0.00017200176,0.00009090318,0.00019578998,0.00026540103,0.0001641858],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016876763,0.00033484478,0.0002581115,0.0000733695,0.00017660056,0.00017432902,0.0005465402,0.0001720113,0.00041446794],"category_scores_gemma":[0.000007217958,0.00036024587,0.00020459981,0.00026333163,0.0002723331,0.0001379476,0.00009083767,0.00028092106,0.00048242862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000158518,0.00032439097,0.000059270096,0.00009453134,0.0011701398,0.0000045504985,0.0018487702,0.036407612,0.5714181,0.33588645,0.05015834,0.0024692991],"study_design_scores_gemma":[0.00247958,0.00038327946,0.00048772962,0.0000300353,0.00009259366,0.00004518333,0.00015271007,0.8553525,0.03213231,0.045111444,0.06277569,0.000956924],"about_ca_topic_score_codex":0.000009999988,"about_ca_topic_score_gemma":0.000008254412,"teacher_disagreement_score":0.81894493,"about_ca_system_score_codex":0.00028508162,"about_ca_system_score_gemma":0.00009561478,"threshold_uncertainty_score":0.99988496},"labels":[],"label_agreement":null},{"id":"W2804103001","doi":"10.23919/ropaces.2018.8364214","title":"Nonlinear neural network equalizer for metro optical fiber communication systems","year":2018,"lang":"en","type":"article","venue":"2018 International Applied Computational Electromagnetics Society Symposium (ACES)","topic":"Optical Network Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Maximum likelihood sequence estimation; Intersymbol interference; Bit error rate; Computer science; Nonlinear system; Adaptive equalizer; Equalization (audio); Artificial neural network; Estimator; Optical communication; Electronic engineering; Algorithm; Mathematics; Estimation theory; Decoding methods; Artificial intelligence; Engineering; Physics; Statistics","score_opus":0.009124952873197601,"score_gpt":0.2345901928174736,"score_spread":0.225465239944276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804103001","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.277738,0.0029429009,0.57654506,0.008852738,0.005994931,0.0045858244,0.00039178328,0.0058264583,0.11712226],"genre_scores_gemma":[0.605865,0.00009897863,0.39086,0.0003056422,0.0015126128,0.00030190827,0.0005238445,0.00009673809,0.00043531434],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99767977,0.000025528849,0.00062441395,0.00042500024,0.00059829594,0.00064701657],"domain_scores_gemma":[0.9982561,0.00065915886,0.00012915094,0.00036768045,0.00047451022,0.00011343069],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032869697,0.00036328778,0.00033125107,0.00007302737,0.0002775152,0.00024755148,0.0008382513,0.00030810537,0.000088462395],"category_scores_gemma":[0.00002603718,0.00039009916,0.00021207097,0.00037050017,0.00037014115,0.00014756707,0.00019957137,0.0003925567,0.00016522252],"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":[0.00006601328,0.0000951546,0.000032510758,0.000042010186,0.00038358528,4.1126617e-7,0.00010360624,0.7071926,0.002342207,0.22373359,0.064797625,0.0012106987],"study_design_scores_gemma":[0.0007405398,0.0003137907,0.00007567839,0.000021593809,0.000059531496,0.000011334232,0.000054586133,0.9575844,0.0004806626,0.012501759,0.027746156,0.00041001124],"about_ca_topic_score_codex":0.0000049059295,"about_ca_topic_score_gemma":0.0000045381194,"teacher_disagreement_score":0.32812697,"about_ca_system_score_codex":0.0003141741,"about_ca_system_score_gemma":0.000051732368,"threshold_uncertainty_score":0.9998551},"labels":[],"label_agreement":null},{"id":"W2804221075","doi":"10.23919/ropaces.2018.8364308","title":"Dual resonance proximity coupled patch antenna","year":2018,"lang":"en","type":"article","venue":"2018 International Applied Computational Electromagnetics Society Symposium (ACES)","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"ASELSAN","keywords":"Patch antenna; Antenna (radio); Acoustics; Ribbon; Antenna measurement; Microstrip antenna; Antenna gain; Antenna factor; Computer science; Physics; Optics; Telecommunications; Mathematics; Geometry","score_opus":0.00598085861918002,"score_gpt":0.20498330923959704,"score_spread":0.19900245062041702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804221075","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":[0.18627898,0.0007105572,0.7822157,0.002916938,0.001498007,0.0007920393,0.00015404624,0.0013477119,0.024085987],"genre_scores_gemma":[0.972133,0.00027869875,0.024276238,0.0007288109,0.0010646868,0.0000757725,0.00026341394,0.00007289859,0.0011064792],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976054,0.000020714107,0.0005164466,0.0005080366,0.0008228631,0.0005265567],"domain_scores_gemma":[0.9989249,0.00011429956,0.00012122537,0.0002316055,0.00046477464,0.0001432125],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022433905,0.0003710666,0.0003063986,0.00009616532,0.00024972216,0.0001580552,0.00047071578,0.00017955573,0.00030663403],"category_scores_gemma":[0.000009933374,0.00039628576,0.0002511897,0.0004598933,0.0002842057,0.00019111628,0.00009166842,0.0003294086,0.00030574575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022956914,0.00051804585,0.0010926373,0.00010553224,0.0014641832,0.000015467278,0.0022347728,0.015501273,0.86325973,0.065150395,0.04845155,0.001976852],"study_design_scores_gemma":[0.00078679575,0.00017996445,0.0012510056,0.0000190281,0.000056257286,0.000028259812,0.00008202366,0.98428804,0.0010745033,0.0070097633,0.004758478,0.0004659007],"about_ca_topic_score_codex":0.000027518194,"about_ca_topic_score_gemma":0.000016746806,"teacher_disagreement_score":0.9687868,"about_ca_system_score_codex":0.00026093796,"about_ca_system_score_gemma":0.00010476165,"threshold_uncertainty_score":0.9998489},"labels":[],"label_agreement":null},{"id":"W2804227266","doi":"10.23919/ropaces.2018.8364289","title":"On complexity reduction in solution of scattering problems on well-conducting 3D objects with surface-volume-surface EFIE","year":2018,"lang":"en","type":"article","venue":"2018 International Applied Computational Electromagnetics Society Symposium (ACES)","topic":"Electromagnetic Scattering and Analysis","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Electric-field integral equation; Discretization; Scattering; Integral equation; Method of moments (probability theory); Surface (topology); Field (mathematics); Mathematical analysis; Lossless compression; Truncation (statistics); Mathematics; Physics; Computational physics; Optics; Geometry; Algorithm","score_opus":0.014311413816449728,"score_gpt":0.23539940876531557,"score_spread":0.22108799494886583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804227266","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":[0.9685921,0.000013921997,0.010361387,0.0012253344,0.00022312641,0.00035943714,0.000027578717,0.000065759574,0.019131362],"genre_scores_gemma":[0.97707766,0.00000577283,0.021535803,0.00012847818,0.00039086377,0.00002836055,0.00024815518,0.000045975758,0.0005389223],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974408,0.000059436286,0.00057232444,0.0006828904,0.00075065624,0.0004938776],"domain_scores_gemma":[0.99878466,0.00013385621,0.00043256307,0.00024937067,0.00031569836,0.00008382697],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029568234,0.0003681159,0.0003605042,0.000114955925,0.00025830002,0.00009950146,0.00036149842,0.00009434973,0.0003583758],"category_scores_gemma":[0.0000032198486,0.00037659297,0.00016171753,0.0005034205,0.00035251354,0.000120014105,0.0000756342,0.00039611864,0.00008050853],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028623556,0.00084340817,0.0025691316,0.00005282312,0.00047711428,6.2737513e-7,0.0015987064,0.47000977,0.49925068,0.022594403,0.0015770091,0.00074008066],"study_design_scores_gemma":[0.005225253,0.0053985603,0.0059347493,0.000482448,0.00022378782,0.000031870757,0.0009873597,0.83898425,0.106033154,0.03469147,0.00033939697,0.0016676927],"about_ca_topic_score_codex":0.0003514751,"about_ca_topic_score_gemma":0.000018883793,"teacher_disagreement_score":0.39321753,"about_ca_system_score_codex":0.00024783498,"about_ca_system_score_gemma":0.00014149201,"threshold_uncertainty_score":0.9998686},"labels":[],"label_agreement":null},{"id":"W2804277228","doi":"10.23919/ropaces.2018.8364169","title":"Biomedical magnetic induction tomography: An inhomogeneous green's function approach","year":2018,"lang":"en","type":"article","venue":"2018 International Applied Computational Electromagnetics Society Symposium (ACES)","topic":"Electrical and Bioimpedance Tomography","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Magnetic field; Tomography; Finite element method; Electromagnetic induction; Salient; Iterative reconstruction; Current (fluid); Green's function; Computer science; Function (biology); Physics; Optics; Computer vision; Artificial intelligence; Electromagnetic coil","score_opus":0.00530485569796928,"score_gpt":0.19479863463708438,"score_spread":0.1894937789391151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804277228","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":[0.7176402,0.00088037393,0.23579827,0.0012296942,0.0031632257,0.001192575,0.00013520336,0.0023460265,0.037614398],"genre_scores_gemma":[0.967321,0.000120049976,0.028486185,0.0006029987,0.0022017695,0.0001250376,0.0008631191,0.00008002695,0.0001998156],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971335,0.00003653346,0.0005376896,0.00066139625,0.0010092206,0.00062167895],"domain_scores_gemma":[0.9989697,0.000058975533,0.000111500034,0.00025104202,0.0003433833,0.0002654422],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020409179,0.00043678537,0.00027967693,0.00029897134,0.0002817266,0.00015744488,0.00054613984,0.00033257602,0.00017608577],"category_scores_gemma":[0.000003713039,0.00044921212,0.00026012713,0.0011297264,0.00042552376,0.0002301608,0.00007060776,0.0004667108,0.00009782737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066123356,0.0026481103,0.0010049039,0.00026077905,0.0018344253,0.000009216622,0.0020681748,0.041865405,0.75568324,0.048110664,0.039552055,0.106301814],"study_design_scores_gemma":[0.0020760978,0.004341064,0.0048649027,0.000020765889,0.00021121456,0.00020062774,0.00021093631,0.9268299,0.0047559883,0.03503748,0.020012235,0.0014388374],"about_ca_topic_score_codex":0.000034708784,"about_ca_topic_score_gemma":0.000007622667,"teacher_disagreement_score":0.88496447,"about_ca_system_score_codex":0.00018928217,"about_ca_system_score_gemma":0.00008159891,"threshold_uncertainty_score":0.999796},"labels":[],"label_agreement":null},{"id":"W2804379630","doi":"10.23919/ropaces.2018.8364138","title":"Implicit and explicit FDTD methods for modelling EM metasurfaces","year":2018,"lang":"en","type":"article","venue":"2018 International Applied Computational Electromagnetics Society Symposium (ACES)","topic":"Advanced Antenna and Metasurface Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Finite-difference time-domain method; Paraxial approximation; Reflection (computer programming); Finite difference method; Computer science; Broadband; Maxwell's equations; Transmission (telecommunications); Wave propagation; Optics; Physics; Mathematical analysis; Mathematics; Telecommunications","score_opus":0.013901068126864296,"score_gpt":0.2807622677379811,"score_spread":0.26686119961111676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804379630","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":[0.07260984,0.0008747667,0.92293894,0.00044859393,0.00041092458,0.0004256596,0.000058436388,0.0005764002,0.0016564354],"genre_scores_gemma":[0.31879297,0.00048403934,0.6799508,0.0002043868,0.0001512244,0.00013086523,0.00008457241,0.00005615181,0.00014502766],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983964,0.000014382124,0.00040959351,0.00045619917,0.00027964043,0.00044376607],"domain_scores_gemma":[0.9990294,0.00030431314,0.00011027824,0.00017957439,0.00029163703,0.00008478506],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029558523,0.00033299965,0.00031890091,0.00008553365,0.00022539636,0.000120488345,0.0003883535,0.0001690494,0.00002111405],"category_scores_gemma":[0.0000138624755,0.00034648814,0.00015398988,0.00020494997,0.00015491307,0.000159947,0.00010072209,0.00021405032,0.000016526017],"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":[0.000041852145,0.000046993024,0.000009660223,0.00005651769,0.00046155154,2.3500387e-7,0.00077991403,0.4951865,0.42248487,0.06908103,0.0020052854,0.009845588],"study_design_scores_gemma":[0.00054196734,0.00018040818,0.000024057965,0.0000116295005,0.00006021359,0.000012606773,0.00022646424,0.8935432,0.024917718,0.07034885,0.009769317,0.00036360318],"about_ca_topic_score_codex":0.0000038345074,"about_ca_topic_score_gemma":0.0000027370143,"teacher_disagreement_score":0.39835668,"about_ca_system_score_codex":0.00011946487,"about_ca_system_score_gemma":0.000035056815,"threshold_uncertainty_score":0.99989873},"labels":[],"label_agreement":null},{"id":"W2804810197","doi":"10.23919/ropaces.2018.8364112","title":"Triple Fano resonances in plasmonic heptamer nano-hole arrays: Symmetric and asymmetric structures","year":2018,"lang":"en","type":"article","venue":"2018 International Applied Computational Electromagnetics Society Symposium (ACES)","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Fano resonance; Surface plasmon polariton; Plasmon; Fano plane; Figure of merit; Polariton; Excitation; Surface plasmon resonance; Resonance (particle physics); Surface plasmon; Physics; Condensed matter physics; Optoelectronics; Molecular physics; Optics; Materials science; Nanoparticle; Quantum mechanics; Geometry; Mathematics","score_opus":0.007194378831049509,"score_gpt":0.22473718724950506,"score_spread":0.21754280841845555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804810197","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":[0.9613555,0.0013995664,0.0053228787,0.00061969133,0.0008502641,0.000508425,0.000091092035,0.0002501951,0.029602408],"genre_scores_gemma":[0.96880543,0.0009903823,0.02907963,0.00023406371,0.00013120122,0.00007557324,0.00012378694,0.000060149287,0.00049981073],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971739,0.000035992616,0.0005488063,0.0005793379,0.0009834206,0.000678508],"domain_scores_gemma":[0.99893117,0.00040698957,0.0001055233,0.00018556333,0.00020893618,0.0001618395],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003277955,0.00038280926,0.00035262818,0.000466434,0.00019441755,0.00020237015,0.00054521783,0.00024038542,0.00011262513],"category_scores_gemma":[0.000034056,0.00040347895,0.00012546196,0.0012902356,0.00030705976,0.00018933401,0.00013710528,0.0005105936,0.00009004206],"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":[0.0005527855,0.00062288303,0.008311285,0.00031539603,0.0012966096,0.000022648997,0.0033096734,0.5674716,0.16266707,0.16291353,0.078020126,0.014496368],"study_design_scores_gemma":[0.0020470356,0.00037095108,0.010453666,0.000026646969,0.000026214375,0.000029037783,0.00020048242,0.947278,0.015124594,0.012638263,0.011152854,0.0006522486],"about_ca_topic_score_codex":0.00004456968,"about_ca_topic_score_gemma":0.0000395603,"teacher_disagreement_score":0.3798064,"about_ca_system_score_codex":0.00038967712,"about_ca_system_score_gemma":0.00015430011,"threshold_uncertainty_score":0.9998417},"labels":[],"label_agreement":null},{"id":"W4252018507","doi":"10.23919/ropaces.2018.8364122","title":"Vector parabolic equation modeling of wireless propagation in tunnels with statistically rough surface walls","year":2018,"lang":"en","type":"article","venue":"2018 International Applied Computational Electromagnetics Society Symposium (ACES)","topic":"Radio Wave Propagation Studies","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 Toronto","funders":"","keywords":"Surface roughness; Path loss; Surface finish; Path (computing); Surface (topology); Wireless; Modeling and simulation; Computer science; Mechanics; Mathematical analysis; Algorithm; Mathematics; Simulation; Geometry; Physics; Mechanical engineering; Engineering; Telecommunications; Thermodynamics","score_opus":0.010285328536464664,"score_gpt":0.2187911882457298,"score_spread":0.20850585970926513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252018507","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":[0.4187561,0.00006965718,0.57530487,0.000430961,0.0002225733,0.0005256248,0.00005024477,0.00016133304,0.004478643],"genre_scores_gemma":[0.94101745,0.00008805475,0.058197424,0.00008641772,0.000209763,0.000076272336,0.00020862081,0.000061116094,0.000054892178],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975679,0.00003521634,0.0007147666,0.00041516277,0.0008890693,0.00037789723],"domain_scores_gemma":[0.9986842,0.00020261241,0.00018956319,0.00016409393,0.0006878054,0.000071689734],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002727893,0.00031947196,0.00033749006,0.00010733235,0.0001088836,0.00007694224,0.00031034515,0.00012410442,0.000050914798],"category_scores_gemma":[0.000014632809,0.00033043252,0.000074337404,0.00046464885,0.00020534456,0.00021942785,0.000051357554,0.00024744213,0.00003626081],"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":[0.00008594586,0.00009544576,0.00020322908,0.00006321547,0.00018490461,7.519257e-7,0.0015650624,0.9090486,0.054237016,0.033829756,0.00031924812,0.00036680265],"study_design_scores_gemma":[0.0010417316,0.00026580482,0.0009104858,0.000049989012,0.000031445452,0.000008339339,0.00011079348,0.9800466,0.0064294483,0.010724124,0.000040626976,0.0003406128],"about_ca_topic_score_codex":0.000034828292,"about_ca_topic_score_gemma":0.000023144927,"teacher_disagreement_score":0.5222613,"about_ca_system_score_codex":0.00039336062,"about_ca_system_score_gemma":0.0001519959,"threshold_uncertainty_score":0.99991477},"labels":[],"label_agreement":null}]}