{"id":"W2028822628","doi":"10.1021/jp055243y","title":"A SERS-Active System Based on Silver Nanoparticles Tethered to a Deposited Silver Film","year":2006,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry B","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Nanoparticle; Silver nanoparticle; Dithiol; Molecule; Materials science; Nanotechnology; Nanostructure; Metal; Analytical Chemistry (journal); Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000213163,0.0001349713,0.0002208496,0.00001465879,0.000144621,0.00005238662,0.0003179513,0.00003210345,0.00006462913],"category_scores_gemma":[0.00003022269,0.00008103636,0.0001280678,0.0001753783,0.00006460119,0.000066432,0.00002823044,0.0001111445,0.00008885433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007368869,"about_ca_system_score_gemma":0.00004338788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003503767,"about_ca_topic_score_gemma":0.000001513027,"domain_scores_codex":[0.9989569,0.00007230147,0.0002758171,0.0001286389,0.0003464001,0.0002199078],"domain_scores_gemma":[0.9990595,0.0002599994,0.0001992295,0.0002558563,0.0001108379,0.0001145493],"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":[0.000212548,0.0003004643,0.00002286367,0.00001900109,0.000007273032,0.000004974881,0.0001340728,0.007753029,0.9908646,0.0001024715,0.0004815477,0.00009720507],"study_design_scores_gemma":[0.0003201704,0.00008571955,0.0005730164,0.00008860332,0.00006077264,0.00001145675,0.0002651534,0.004690085,0.9935512,0.00006514271,0.0001824323,0.0001062443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997977,0.00001184366,0.00005186519,0.0005177676,0.00002184766,0.00009523046,0.00001917339,0.00002637477,0.00127896],"genre_scores_gemma":[0.9993893,1.855005e-7,0.0001076302,0.0001093316,0.0002947622,0.000009291732,7.535865e-7,0.00001245888,0.00007629825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003062945,"threshold_uncertainty_score":0.3304567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008128619800077922,"score_gpt":0.2200089502331474,"score_spread":0.2118803304330695,"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."}}