{"id":"W1518207012","doi":"10.1002/jrs.3065","title":"Surface‐enhanced Raman scattering of hydroxyproline","year":2011,"lang":"en","type":"article","venue":"Journal of Raman Spectroscopy","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Raman scattering; Raman spectroscopy; Chemistry; Colloid; Gold Colloid; Analytical Chemistry (journal); Reproducibility; Hydroxyproline; Scattering; Spectral line; Materials science; Nanotechnology; Optics; Colloidal gold; Chromatography; Physical chemistry; Nanoparticle; Physics; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004225906,0.000107518,0.0003119191,0.00005723482,0.00006144896,0.0000278633,0.000318008,0.0000366842,0.0008214908],"category_scores_gemma":[0.00001984409,0.00008339998,0.0001229237,0.0001222217,0.0001052918,0.0001735737,0.00003502124,0.00009407168,0.00005140737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002515244,"about_ca_system_score_gemma":0.00004360435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001837639,"about_ca_topic_score_gemma":0.000003283932,"domain_scores_codex":[0.9988238,0.00003732349,0.0005673728,0.0001245859,0.0002258895,0.0002210405],"domain_scores_gemma":[0.9990237,0.00003081716,0.0005107867,0.0002222826,0.0001094738,0.0001028932],"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":[0.00007767657,0.0001675932,0.000907692,0.000012075,0.000009942278,0.000003592349,0.0004081346,0.00002815892,0.9974129,0.0006603572,0.0001661376,0.0001456933],"study_design_scores_gemma":[0.0003442829,0.0002225658,0.003080854,0.00005308969,0.00003011181,0.00001862532,0.000101927,0.00003472749,0.9947287,0.001129809,0.0001687348,0.00008656766],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966461,0.0001299878,0.00131846,0.000145917,0.0001638892,0.00007328157,0.000004085623,0.00001425847,0.001504033],"genre_scores_gemma":[0.9811198,0.00005054518,0.01861005,0.0000399023,0.0001144846,0.000001380841,2.269926e-7,0.00001199145,0.00005168783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01729159,"threshold_uncertainty_score":0.8994749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461816183308434,"score_gpt":0.2534088938236878,"score_spread":0.2287907319906034,"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."}}