{"id":"W2169911046","doi":"10.1002/jrs.1337","title":"Surface‐enhanced Raman scattering from oxazine 720 adsorbed on scratched gold films","year":2005,"lang":"en","type":"article","venue":"Journal of Raman Spectroscopy","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Raman scattering; Raman spectroscopy; Polarization (electrochemistry); Adsorption; Scattering; Materials science; Electrode; Perpendicular; Excitation; Electrochemistry; Analytical Chemistry (journal); Chemistry; Optics; Nanotechnology; Physical chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004297327,0.0002142078,0.0004309951,0.00007056625,0.0001323295,0.0002102321,0.0004489925,0.00007192203,0.001704857],"category_scores_gemma":[0.00003825976,0.0001702861,0.000169316,0.0001599056,0.00007475701,0.0003017051,0.00004905183,0.0002246697,0.0006111225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009312007,"about_ca_system_score_gemma":0.00005566447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002542238,"about_ca_topic_score_gemma":0.00001951175,"domain_scores_codex":[0.9981539,0.00006772327,0.0006597819,0.0002758559,0.0004154108,0.0004273367],"domain_scores_gemma":[0.9987486,0.0001157322,0.0004680211,0.0003645698,0.00009637234,0.0002067155],"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":[0.0001450719,0.0002204874,0.00018028,0.000003829765,0.00001662486,0.000005228231,0.0002022236,0.0007509831,0.9925237,0.0003139958,0.005238,0.0003996036],"study_design_scores_gemma":[0.000844489,0.0002302702,0.002188803,0.00009795737,0.00003678256,0.000007220281,0.0001335243,0.000241823,0.9936857,0.0004602091,0.001882802,0.0001903864],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948636,0.0001739571,0.0008034174,0.002838148,0.000279108,0.000124929,0.00002133536,0.00004706542,0.0008484153],"genre_scores_gemma":[0.9774028,0.00007727001,0.02109858,0.0005099697,0.0006359742,0.000004004841,0.000002508361,0.00002676646,0.0002421299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02029516,"threshold_uncertainty_score":0.9992077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347910028357796,"score_gpt":0.2601430562189045,"score_spread":0.2466639559353265,"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."}}