{"id":"W2169878431","doi":"10.1109/jphot.2012.2189615","title":"Advances in Imaging Beyond the Diffraction Limit","year":2012,"lang":"en","type":"article","venue":"IEEE photonics journal","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Diffraction; Physics; Optics; Focus (optics); Near and far field; 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":[],"consensus_categories":[],"category_scores_codex":[0.001831613,0.00009990146,0.0001406735,0.00004706152,0.0003087886,0.0001792795,0.0002530773,0.00002606591,0.0005592327],"category_scores_gemma":[0.00004093881,0.00006349879,0.00004971695,0.0001162789,0.0000500651,0.00088732,0.00002407819,0.0002009758,0.0001839407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006132291,"about_ca_system_score_gemma":0.00003697296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001505697,"about_ca_topic_score_gemma":0.00001654029,"domain_scores_codex":[0.9988437,0.0001280463,0.0003218728,0.000109616,0.0002354984,0.0003612216],"domain_scores_gemma":[0.999315,0.0000868526,0.0002399202,0.0002062137,0.00004996658,0.0001020358],"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":[0.00001176967,0.00005473517,0.001112966,0.000004217448,0.00000159984,0.000001148952,0.0002814891,0.0002571364,0.994383,0.0004031684,0.0003481251,0.003140579],"study_design_scores_gemma":[0.0004090516,0.00001563975,0.005976484,0.00002434194,0.00003802667,0.0004029446,0.0003895951,0.0007905608,0.7393053,0.004096149,0.2483367,0.0002151272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874799,0.005860135,0.0009297119,0.0005333843,0.003199319,0.0001306077,0.000006002744,0.00001585696,0.001845065],"genre_scores_gemma":[0.9941247,0.002951977,0.00223935,0.0002925244,0.000307917,0.00002639537,8.152315e-7,0.00001244232,0.00004392119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2550777,"threshold_uncertainty_score":0.6123206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642866519882173,"score_gpt":0.2845087184795745,"score_spread":0.2680800532807527,"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."}}