{"id":"W1980407861","doi":"10.1109/eucap.2014.6902025","title":"Superdirectivity-based superoscillatory waveform design: A practical path to far-field sub-diffraction imaging","year":2014,"lang":"en","type":"article","venue":"","topic":"Near-Field Optical Microscopy","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Waveform; Computer science; Microscope; Diffraction; Optics; Optical imaging; Field (mathematics); Near and far field; Image resolution; Key (lock); Path (computing); Electronic engineering; Computer vision; Physics; Engineering; Telecommunications","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":[0.0004507329,0.0002650916,0.0002646565,0.0001251824,0.000104452,0.0001228832,0.0001243545,0.0001435336,0.0002237575],"category_scores_gemma":[0.0005712537,0.0002517907,0.00009138279,0.0002195656,0.00002748336,0.0003672529,0.00004478568,0.0004255386,0.0004187258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001724952,"about_ca_system_score_gemma":0.00004682652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006654515,"about_ca_topic_score_gemma":0.00003206896,"domain_scores_codex":[0.9985101,0.00007523769,0.0002618406,0.0003530647,0.0002539694,0.000545812],"domain_scores_gemma":[0.9983199,0.0009034486,0.00001582889,0.0004064748,0.00006380656,0.0002905497],"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":[0.0001226332,0.0001339538,0.00286785,0.0001196558,0.00003394069,0.00002320656,0.0001460649,0.004718688,0.9485727,0.002063678,0.01446627,0.02673138],"study_design_scores_gemma":[0.000477058,0.0001880379,0.001618736,0.0000395118,0.00002561087,0.00002162632,0.00005029069,0.2951238,0.6832876,0.0001959633,0.01843899,0.0005327801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1724264,0.00001956754,0.8131847,0.001199729,0.0006552474,0.0003202898,0.000001628785,0.0008118959,0.01138054],"genre_scores_gemma":[0.9490247,0.000006494169,0.0483323,0.002318696,0.0001586993,0.00004145947,0.000001946633,0.0000638194,0.00005185785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7765983,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143685990862135,"score_gpt":0.2470819875821791,"score_spread":0.2356451276735578,"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."}}