{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"f42a0cba7110","filters":{"venue":"PIERS Online"}},"results":[{"id":"W2013601791","doi":"10.2529/piers081008095433","title":"Influence of Shielding in Asymmetric Planar Structures for MMICs Applications","year":2009,"lang":"en","type":"article","venue":"PIERS Online","topic":"Electromagnetic Simulation and Numerical Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Electromagnetic shielding; Planar; Formalism (music); Galerkin method; Physics; Boundary value problem; Wave propagation; Computational physics; Computer science; Optics; Finite element method; Quantum mechanics","authors":[{"name":"A. Khodja","is_ca":false},{"name":"C. Boularak","is_ca":false},{"name":"R. Touhami","is_ca":false},{"name":"H. Baudrand","is_ca":false},{"name":"M.C.E. Yagoub","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01209490061405319,"gpt":0.3002332415273881,"spread":0.2881383409133349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003636846,0.0007516712,0.0005225425,0.0004229695,0.0004605016,0.0006831823,0.0003199967,0.0009221748,0.007716029],"category_scores_gemma":[0.002704311,0.0002738287,0.0003569695,0.0003309904,0.0005218183,0.0005021833,0.000493382,0.0004130113,0.001262836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004062064,"about_ca_system_score_gemma":0.0002987726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003932643,"about_ca_topic_score_gemma":0.0003668757,"domain_scores_codex":[0.9997022,0.00009149736,0.000005014615,0.00003339025,0.000124087,0.00004390895],"domain_scores_gemma":[0.9985202,0.0008813299,0.0001199624,0.0001079431,0.0002701738,0.0001004053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001445073,0.0001861408,0.002884843,0.000498458,0.00007425098,0.0008960671,0.0003415164,0.3871796,0.5516066,0.01473272,0.003412799,0.03674201],"study_design_scores_gemma":[0.00008394925,0.0007598231,0.006694531,0.0001002808,0.0001812087,0.0008750316,0.0002573257,0.689161,0.2867033,0.007617063,0.007508818,0.00005773154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7694526,0.002160799,0.1121887,0.0009737384,0.0003807854,0.0000539667,0.0002459926,0.001100191,0.1134433],"genre_scores_gemma":[0.9884242,0.0005160006,0.00499021,0.00007675774,0.00007868327,0.00001122398,0.00008209106,0.0001737871,0.005646916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007716029,"threshold_uncertainty_score":0.02581269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050257582","doi":"10.2529/piers041203023149","title":"Numerical Simulation of Targets Deorientation and Its Application to Unsupervised Classification in Polarimetric SAR Images","year":2005,"lang":"en","type":"article","venue":"PIERS Online","topic":"Synthetic Aperture Radar (SAR) Applications and Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Polarimetry; Computer science; Artificial intelligence; Remote sensing; Pattern recognition (psychology); Physics; Geology; Optics; Scattering","authors":[{"name":"Feng Xu","is_ca":false},{"name":"Ya‐Qiu Jin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01139892036056238,"gpt":0.274995840241553,"spread":0.2635969198809907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004564253,0.0005327135,0.0006180872,0.0005417123,0.000646009,0.000711903,0.0006419256,0.001300591,0.001359748],"category_scores_gemma":[0.001901956,0.0002771008,0.0004821116,0.0007866346,0.0008074463,0.0005853625,0.0005536471,0.0008109617,0.0001492449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008928159,"about_ca_system_score_gemma":0.0005119364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01124207,"about_ca_topic_score_gemma":0.005965193,"domain_scores_codex":[0.9998498,0.00004700703,0.000009476434,0.00002551661,0.00004647356,0.00002158206],"domain_scores_gemma":[0.9989914,0.0006242398,0.0001369494,0.00006648246,0.0001403453,0.00004063519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001496555,0.00001455916,0.000881918,0.00001502283,0.000005631113,0.00003169364,0.00003031496,0.9947312,0.0006343787,0.001775354,0.0001378113,0.001727185],"study_design_scores_gemma":[0.00000122652,0.000002225797,0.00006168633,9.342495e-7,5.555145e-7,0.000002266364,0.000003803181,0.9995622,0.00008568513,0.0002292154,0.0000489597,0.00000118937],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4859658,0.0006748481,0.4942409,0.0009136496,0.0001639831,0.0001625311,0.0005671248,0.0007513125,0.01655993],"genre_scores_gemma":[0.9468799,0.0001710038,0.05104979,0.0000640157,0.0000203313,0.000137975,0.0002235374,0.00005355297,0.001399937],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01124207,"threshold_uncertainty_score":0.02235323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}