{"id":"W103262045","doi":"10.29173/eureka16989","title":"Metamaterial enhanced fluorescence detection","year":2012,"lang":"en","type":"article","venue":"Eureka","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluorescence; Common emitter; Metamaterial; Optoelectronics; Wavelength; Quantum; Slab; Formalism (music); Materials science; Optics; Physics; Computer science; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005349582,0.00005702355,0.00005997182,0.00001449006,0.00001971752,0.00001216006,0.00004827327,0.00003304856,0.0001641227],"category_scores_gemma":[0.00001086318,0.00005028788,0.0000200753,0.00005070619,0.000009723059,0.0001396693,0.000009250357,0.00005272579,0.0004099222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001434206,"about_ca_system_score_gemma":0.00000137364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002294467,"about_ca_topic_score_gemma":0.0000020877,"domain_scores_codex":[0.9996493,0.000007078548,0.00006455499,0.00004579475,0.00005756387,0.0001756799],"domain_scores_gemma":[0.9998456,0.00001013813,0.000005778767,0.00007513627,0.000005964701,0.00005742947],"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":[0.000004302656,0.000006777167,0.00002467499,0.0000182596,0.000009764499,3.260816e-7,0.0001267898,0.00005690453,0.9925535,0.0002767049,0.00005905821,0.00686291],"study_design_scores_gemma":[0.00007079978,0.000007113578,0.003266033,0.000004583063,0.000007745731,0.000001664228,0.000008156506,0.00273546,0.9847572,0.00003351742,0.009029449,0.00007821781],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648056,0.0003693733,0.006259088,0.000006389459,0.001783727,0.00005598416,0.000001682255,0.0002916764,0.02642646],"genre_scores_gemma":[0.9990921,0.00002489711,0.0005165847,0.00001712042,0.0002678174,0.000008059355,9.909468e-7,0.00001022679,0.00006223005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03428645,"threshold_uncertainty_score":0.5268857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007695471524096588,"score_gpt":0.2042115952620172,"score_spread":0.1965161237379206,"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."}}