{"id":"W2075459050","doi":"10.1088/0957-4484/24/46/465502","title":"Optimization of gold nanoring arrays for biosensing in the fiber-optic communication window","year":2013,"lang":"en","type":"article","venue":"Nanotechnology","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Nanoring; Materials science; Figure of merit; Biosensor; Laser linewidth; Optics; Optoelectronics; Extinction ratio; Wavelength; Nanotechnology; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002838268,0.00006347309,0.0001217556,0.00007055541,0.0000832043,0.00002761722,0.0003152484,0.00009822633,0.00004720815],"category_scores_gemma":[0.00009306204,0.00004684543,0.0000300153,0.0002147827,0.0001154279,0.00009395073,0.00003810828,0.00005612189,0.00003306291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001605897,"about_ca_system_score_gemma":0.0000120162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009758817,"about_ca_topic_score_gemma":0.00001552056,"domain_scores_codex":[0.9993537,0.00004543025,0.0002435095,0.0001311256,0.00006601024,0.0001602402],"domain_scores_gemma":[0.9992163,0.0002053958,0.0001103894,0.0003968822,0.00006080596,0.00001017943],"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":[0.000002738479,0.00004618249,0.0000510197,0.00000748649,0.000001218642,6.637116e-8,0.0001487759,0.002334164,0.9809616,0.01147402,0.0000593524,0.004913405],"study_design_scores_gemma":[0.0002194465,0.00003580531,0.0001867001,0.00002792646,0.0000087177,0.000003766615,0.0003641072,0.008725114,0.9873136,0.002527903,0.0005150631,0.0000718119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994837,0.00008577975,0.001606137,0.002807909,0.00002411397,0.0004462294,0.000002469108,0.00004348706,0.0001468588],"genre_scores_gemma":[0.9564963,0.00001762527,0.04324063,0.00004960718,0.000009026183,0.0001505157,0.000003199245,0.000006219093,0.0000269059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04163449,"threshold_uncertainty_score":0.1910301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670450140458668,"score_gpt":0.2348967443338971,"score_spread":0.2181922429293104,"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."}}