{"id":"W2610286730","doi":"10.1149/ma2010-01/39/1750","title":"Single Molecule SERS from Electrified Interfaces","year":2010,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Molecule; Nanotechnology; Materials science; Chemistry; Chemical physics; Organic chemistry","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":[0.0002796337,0.000556275,0.0004950065,0.0003753616,0.0001943234,0.0004595328,0.0005348866,0.0004326162,0.0251033],"category_scores_gemma":[0.0004610542,0.0001825881,0.0004190021,0.0002316413,0.0001853722,0.0004650312,0.000284532,0.0005319075,0.004596531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002070862,"about_ca_system_score_gemma":0.0001417653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004695029,"about_ca_topic_score_gemma":0.0004674913,"domain_scores_codex":[0.9997883,0.00001810917,0.00001055692,0.00004304622,0.00008909353,0.00005073913],"domain_scores_gemma":[0.9998099,0.00007434448,0.00001482155,0.0000283784,0.00005055861,0.00002209353],"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":[0.0002202869,0.0000342274,0.00008091916,0.0003979121,0.00003471035,0.0001428258,0.00002002786,0.0001559701,0.9851615,0.0008192214,0.002985753,0.009946557],"study_design_scores_gemma":[0.00004195032,0.0002262988,0.0009219139,0.00003927166,0.00003428849,0.0001606881,0.00002375726,0.001207051,0.9800382,0.0003945975,0.01690048,0.00001144295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7983624,0.02086898,0.03741365,0.00243487,0.003678129,0.0003157189,0.005136056,0.001570001,0.1302201],"genre_scores_gemma":[0.8915568,0.00705815,0.01096228,0.0004136497,0.0002490492,0.0001089589,0.004612651,0.0001471485,0.08489139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0251033,"threshold_uncertainty_score":0.08397889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538641190702446,"score_gpt":0.2315858354525578,"score_spread":0.2161994235455334,"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."}}