{"id":"W7066054325","doi":"","title":"Experimental study of sensitivity enhancement in SPR biosensors by use of zinc oxide intermediary layers","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surface plasmon resonance; Zinc; Indium tin oxide; Refractive index; Full width at half maximum; Transmittance; Biosensor; Surface plasmon; Linearity; Sputter deposition","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":[0.0001192053,0.0000931819,0.0001681866,0.00004837198,0.00001523132,0.000003582969,0.00005494646,0.00001464811,0.0003242154],"category_scores_gemma":[0.000002337998,0.00008975029,0.0000290049,0.00008992223,0.00004660226,0.0001293796,0.00005231081,0.00005921072,0.000008092826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001562572,"about_ca_system_score_gemma":0.00001331992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004136406,"about_ca_topic_score_gemma":0.00001758791,"domain_scores_codex":[0.9993057,0.00005257238,0.0002430922,0.0001303984,0.0001188301,0.0001493964],"domain_scores_gemma":[0.9996906,0.00002992189,0.00009274918,0.0001320392,0.00001872942,0.00003594864],"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":[0.00006560426,0.001045138,0.3362934,0.000003245557,0.0000272714,0.000001633314,0.004968561,0.00000132788,0.6567745,0.00002036593,0.00007363088,0.0007253609],"study_design_scores_gemma":[0.0005464168,0.0001639603,0.08009642,0.00001522143,0.000004607164,9.016451e-8,0.001999168,0.0001927696,0.916862,0.00001425527,0.00001919606,0.0000858978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998257,0.000003122261,0.00004115146,0.000002000508,0.0000551549,0.0001780856,0.0000114104,0.000004985474,0.001447135],"genre_scores_gemma":[0.9995733,6.273006e-7,0.0003438952,0.000005232447,0.000009384753,0.00001505191,0.000004149372,0.00000641688,0.00004189423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2600875,"threshold_uncertainty_score":0.3659911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148076407990579,"score_gpt":0.2527087579725103,"score_spread":0.2212279938926045,"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."}}