{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001743278,0.0003326236,0.0002886397,0.0002378608,0.0001621475,0.0004340225,0.0005194194,0.0007360865,0.002061793],"category_scores_gemma":[0.0003317249,0.0001431732,0.0002435111,0.0001496613,0.0003173124,0.0006772562,0.000498116,0.0005343304,0.0009934229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005419677,"about_ca_system_score_gemma":0.0001039861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009677576,"about_ca_topic_score_gemma":0.000192949,"domain_scores_codex":[0.9997851,0.00003763559,0.000006504567,0.00006245233,0.00007381322,0.00003448791],"domain_scores_gemma":[0.9998766,0.00006560602,0.00002186289,0.00001011292,0.00001843619,0.000007361985],"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":[0.0001054812,0.00002452839,0.0001636052,0.0001230053,0.000007830642,0.0001888688,0.00004791811,0.001018867,0.9662683,0.01282542,0.000647689,0.01857851],"study_design_scores_gemma":[0.000006435383,0.00005608195,0.0001733499,0.00001141763,0.000005866169,0.0003450311,0.00001080047,0.01335612,0.9745589,0.001118876,0.01034203,0.00001511883],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3628074,0.009209093,0.5805282,0.00187726,0.0007617269,0.0001445293,0.0002664901,0.002118988,0.04228635],"genre_scores_gemma":[0.7525941,0.002463428,0.2253869,0.0006516136,0.0001182456,0.0000716867,0.0001347165,0.0001141117,0.01846533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002061793,"threshold_uncertainty_score":0.00689733,"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."}}