{"meta":{"query_hash":"3dbfc4cabfed","filters":{"venue":"2022 International Conference on Electromagnetics in Advanced Applications (ICEAA)"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/3dbfc4cabfed","api":"https://metacan.xera.ac/api/v1/cohort?venue=2022+International+Conference+on+Electromagnetics+in+Advanced+Applications+%28ICEAA%29"},"results":[{"id":"W4297514016","doi":"10.1109/iceaa49419.2022.9900055","title":"Modeling the instrumental contribution of a radio telescope to astronomical polarization measurements: the Mueller matrix approach","year":2022,"lang":"en","type":"article","venue":"2022 International Conference on Electromagnetics in Advanced Applications (ICEAA)","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","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":"Herzberg Institute of Astrophysics","funders":"","keywords":"Radio telescope; Polarization (electrochemistry); Mueller calculus; Astronomy; Telescope; Radio astronomy; Physics; Remote sensing; Polarimetry; Optics; Geology; Chemistry; Scattering","score_opus":0.021027141397947945,"score_gpt":0.27428746386925845,"score_spread":0.25326032247131053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297514016","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":[0.6944581,0.000053298972,0.2979241,0.002766707,0.00010912298,0.0016033021,0.00014585227,0.000029064764,0.0029104324],"genre_scores_gemma":[0.99136645,0.000004439304,0.005460294,0.00006076308,0.00006321862,0.0024792543,0.0003900491,0.000016167745,0.00015938768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984754,0.00009616171,0.00044362724,0.00034980488,0.00037800652,0.00025703548],"domain_scores_gemma":[0.99916935,0.00004336931,0.00017890084,0.0003980913,0.0001750725,0.000035198835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030961126,0.00016280996,0.00016643119,0.00017971358,0.00035571045,0.000045394285,0.0008670861,0.000028533843,0.000376631],"category_scores_gemma":[0.000011112063,0.00014041913,0.00006806773,0.0005520662,0.00007271883,0.00009115431,0.00017852327,0.00047210994,0.000007285206],"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":[0.00008486479,0.00045496898,0.007954251,0.0000016376698,0.00006927547,4.4012214e-8,0.000099414916,0.22933064,0.027672824,0.71406573,0.000034397322,0.02023198],"study_design_scores_gemma":[0.0022363183,0.000666982,0.005214,0.000017628337,0.000056017037,0.000004638366,0.0031422875,0.95063514,0.0045356723,0.024542626,0.008477412,0.00047129398],"about_ca_topic_score_codex":0.00007036615,"about_ca_topic_score_gemma":0.000013508954,"teacher_disagreement_score":0.7213045,"about_ca_system_score_codex":0.00028397958,"about_ca_system_score_gemma":0.000114487884,"threshold_uncertainty_score":0.5726126},"labels":[],"label_agreement":null},{"id":"W4297514138","doi":"10.1109/iceaa49419.2022.9900041","title":"Novel Integral Equation Formulation for Scattering on Dielectric Objects Free of Low-Frequency and Oversampling Breakdowns","year":2022,"lang":"en","type":"article","venue":"2022 International Conference on Electromagnetics in Advanced Applications (ICEAA)","topic":"Electromagnetic Scattering and Analysis","field":"Physics and Astronomy","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 Manitoba","funders":"","keywords":"Oversampling; Dielectric; Scattering; Integral equation; Frequency dependence; Physics; Mathematical analysis; Computer science; Mathematics; Optics; Quantum mechanics; Nuclear magnetic resonance; Telecommunications; Bandwidth (computing)","score_opus":0.020332561909451343,"score_gpt":0.2805294714503235,"score_spread":0.26019690954087216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297514138","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":[0.77963316,0.000099367055,0.20319088,0.0014697202,0.000162928,0.0014661545,0.000523344,0.000063166764,0.013391275],"genre_scores_gemma":[0.9910686,0.000026961516,0.0065860515,0.00008216985,0.00008398213,0.0014518212,0.00042473176,0.000025565714,0.0002501016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99837446,0.000031092346,0.00043903067,0.00048065427,0.0003706644,0.00030409085],"domain_scores_gemma":[0.9989096,0.00022917657,0.00029456493,0.00034785338,0.00017059792,0.00004824119],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019801481,0.00020962107,0.00022929227,0.00045376283,0.00022038425,0.000046522084,0.00045346798,0.000033475186,0.0003058771],"category_scores_gemma":[0.00003322616,0.0002470801,0.000092185626,0.0005305071,0.000032835593,0.00010146268,0.00009972021,0.0003344456,0.0000018436672],"study_design_candidate":"theoretical_or_conceptual","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":[0.00009634801,0.0003720128,0.0009069102,0.000018381148,0.000049392394,1.4819939e-7,0.00013521238,0.005032117,0.4620073,0.50167596,0.000013122395,0.02969309],"study_design_scores_gemma":[0.00609401,0.004542043,0.009280301,0.000188539,0.00014408573,0.000010550909,0.0013731532,0.4833353,0.054131627,0.43919212,0.0004621659,0.0012461122],"about_ca_topic_score_codex":0.00009831836,"about_ca_topic_score_gemma":0.000029713945,"teacher_disagreement_score":0.4783032,"about_ca_system_score_codex":0.00019011577,"about_ca_system_score_gemma":0.00008275021,"threshold_uncertainty_score":0.99999815},"labels":[],"label_agreement":null}]}