{"id":"W4416582589","doi":"10.1109/lmwt.2025.3628954","title":"Super-Resolution Source Reconstruction Based on Time Reversal With High-Order Kurtosis","year":2025,"lang":"","type":"article","venue":"IEEE Microwave and Wireless Technology Letters","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"China Scholarship Council","keywords":"Kurtosis; Narrowband; Diffraction; Field (mathematics); Iterative reconstruction; Electromagnetic field","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002495145,0.0007597331,0.0008547147,0.002082401,0.0004658828,0.0001693399,0.0003752395,0.0006937548,0.00004671558],"category_scores_gemma":[0.00002260976,0.0007939051,0.0001634195,0.001880919,0.001004636,0.0001547357,0.00006913352,0.001148785,0.00009349281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000334352,"about_ca_system_score_gemma":0.00007447422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002087577,"about_ca_topic_score_gemma":0.00003540368,"domain_scores_codex":[0.9970555,0.0001165407,0.0006081859,0.001117946,0.0002080174,0.0008937958],"domain_scores_gemma":[0.9985877,0.0001279807,0.0001585725,0.000903189,0.0001184319,0.0001041137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001047658,0.00006907133,0.001588333,0.0002154413,0.0005835878,0.00003849933,0.00009125515,0.01692971,0.925613,0.00003781701,0.005823184,0.04890532],"study_design_scores_gemma":[0.002691958,0.0002396675,0.0003883399,0.002192774,0.001085115,0.0001746296,0.0002603309,0.2273357,0.7615099,0.0000677986,0.00262958,0.001424192],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.826035,0.0002743154,0.1489212,0.02316362,0.000508588,0.0002584894,0.00002584953,0.0006235178,0.0001894054],"genre_scores_gemma":[0.9906424,0.0001954807,0.006027091,0.002318619,0.000103786,0.00004053027,0.00002944978,0.00009900348,0.0005436272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.210406,"threshold_uncertainty_score":0.9994512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00248817178617143,"score_gpt":0.1710910769400857,"score_spread":0.1686029051539143,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}