{"id":"W2024996958","doi":"10.1021/jp901469w","title":"Single-Molecule SERRS Detection Platforms Obtained via Galvanic Displacement on Silver Fractals","year":2009,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Nanomaterials; Galvanic cell; Raman scattering; Materials science; Nanostructure; Nanotechnology; Scattering; Molecule; Absorption (acoustics); Displacement (psychology); Optoelectronics; Raman spectroscopy; Optics; Chemistry; Physics; Composite material; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001388956,0.0003024424,0.0002387467,0.0001917947,0.00009064866,0.000252526,0.0002887476,0.0002780699,0.0004709929],"category_scores_gemma":[0.0003020997,0.000197794,0.0001700114,0.00005372926,0.0002200497,0.0002731179,0.0001826907,0.0002831754,0.0002881904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002803467,"about_ca_system_score_gemma":0.00006972281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002509917,"about_ca_topic_score_gemma":0.0003996685,"domain_scores_codex":[0.9998624,0.00001792671,0.000007650036,0.0000420616,0.00004698907,0.00002295616],"domain_scores_gemma":[0.9998251,0.00005266466,0.00004847515,0.00002286086,0.00003504183,0.00001584859],"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":[0.00001397644,0.000003308738,0.00002845742,0.000008492459,0.000001203603,0.0000184291,0.00001123766,0.00005493379,0.9991998,0.00006963534,0.00001201666,0.0005785618],"study_design_scores_gemma":[0.000003284033,0.00005159166,0.000255834,9.140946e-7,0.000002678699,0.000045426,0.00000548743,0.001231496,0.9979537,0.000022486,0.0004240103,0.000002966931],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928083,0.0002277961,0.005736579,0.00004935965,0.00001963325,0.0000120649,0.00003728083,0.0001371912,0.0009717971],"genre_scores_gemma":[0.9901369,0.0001031968,0.008405112,0.00002478349,0.000008676001,0.000009652516,0.00006946022,0.0000211689,0.00122107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004709929,"threshold_uncertainty_score":0.002034068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009934592084639605,"score_gpt":0.2351541391567717,"score_spread":0.2252195470721322,"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."}}