{"id":"W2981355481","doi":"10.21577/0100-4042.20170430","title":"DETECTION OF THE PEPTIDE P17-1 (HIV) BY SURFACE ENHANCE RAMAN SCATTERING (SERS)","year":2019,"lang":"en","type":"article","venue":"Química Nova","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ciência sem Fronteiras; Fundação de Amparo à Pesquisa do Estado de São Paulo; University of Victoria","keywords":"Raman scattering; Human immunodeficiency virus (HIV); Materials science; Peptide; Raman spectroscopy; Surface (topology); Nanotechnology; Scattering; Biophysics; Optics; Medicine; Virology; Chemistry; Physics; Biology; Biochemistry","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":[0.0001026456,0.0001148756,0.0001264583,0.00001452093,0.00004234301,0.000009522019,0.0001861106,0.0001030145,0.000006156944],"category_scores_gemma":[0.00002142419,0.00008596834,0.0001093883,0.0001262517,0.00008141779,0.000003471783,0.00009647424,0.00008463384,0.00001218406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001426477,"about_ca_system_score_gemma":0.00001396771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003164831,"about_ca_topic_score_gemma":0.00003480077,"domain_scores_codex":[0.9992735,0.00003447741,0.0001668343,0.0002671409,0.0001057193,0.0001522685],"domain_scores_gemma":[0.9993346,0.000006815545,0.0001268992,0.000449548,0.00005910808,0.00002301195],"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":[0.00002446546,0.00001805736,0.001248709,0.0000107826,0.00002316137,8.586805e-8,0.000006595316,0.00001376542,0.9965995,0.000001783045,0.0008889936,0.001164082],"study_design_scores_gemma":[0.00009491537,0.00006694123,0.0005880537,0.00002066383,0.00001310894,0.00000369252,0.00002627889,0.00005344264,0.9867098,0.00001090441,0.01229544,0.0001167348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972986,0.0001042517,0.001474364,0.0001996581,0.00009716154,0.0001180664,0.0000126866,0.00002214013,0.0006730882],"genre_scores_gemma":[0.9966516,0.00004088701,0.0009748681,0.0001495712,0.00004137584,0.000001004247,0.00001974236,0.00001439714,0.002106566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01140645,"threshold_uncertainty_score":0.3505687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00550756008686377,"score_gpt":0.2477145286991916,"score_spread":0.2422069686123279,"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."}}