{"id":"W2328410978","doi":"10.1021/jp106450y","title":"Surface-Enhanced Raman Spectroscopy Amplification with Film over Etched Nanospheres","year":2010,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Raman spectroscopy; Materials science; Nanosphere lithography; Bimetallic strip; Surface plasmon resonance; Surface-enhanced Raman spectroscopy; Optoelectronics; Analytical Chemistry (journal); Nanotechnology; Raman scattering; Nanoparticle; Metal; Optics; Chemistry; Fabrication","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":[0.0001987395,0.00009393803,0.000151915,0.000002710707,0.0001071972,0.00005346496,0.000316929,0.00002933558,0.0004500596],"category_scores_gemma":[0.0000263775,0.00005047228,0.0000584059,0.00008297696,0.000136227,0.00009378503,0.00001998725,0.0002044552,0.00003092632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001193719,"about_ca_system_score_gemma":0.00004533111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007420448,"about_ca_topic_score_gemma":0.000002418781,"domain_scores_codex":[0.9993277,0.00002153296,0.0001783846,0.00009292692,0.0002317629,0.0001476949],"domain_scores_gemma":[0.9992114,0.0001284685,0.000236723,0.0002560648,0.00009057982,0.00007681182],"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":[0.00006656265,0.0001360294,0.00004033517,0.000006590584,0.000006487042,3.604743e-7,0.0002112117,0.0002107539,0.9988266,0.0001898011,0.000238953,0.00006628409],"study_design_scores_gemma":[0.0002152624,0.00004066649,0.000902894,0.00001416211,0.00003538965,0.000008054617,0.0001193622,0.0001850921,0.9976498,0.0004948399,0.0002593247,0.00007515425],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985569,0.00001194933,0.0001395315,0.0003527762,0.00002699565,0.00004798379,0.000004204284,0.00001297947,0.0008466932],"genre_scores_gemma":[0.9990011,0.00000380469,0.0005230459,0.00002564752,0.000290749,0.000001822433,6.605082e-7,0.00000857884,0.0001445561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001176833,"threshold_uncertainty_score":0.4927837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00680500168525417,"score_gpt":0.2396755666576277,"score_spread":0.2328705649723735,"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."}}