{"id":"W2035061437","doi":"10.1002/jrs.1330","title":"Mapping single‐molecule SERRS from Langmuir–Blodgett monolayers on nanostructured silver island 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":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Monolayer; Langmuir–Blodgett film; Arachidic acid; Raman scattering; Raman spectroscopy; Analytical Chemistry (journal); Chemistry; Molecule; Resonance (particle physics); Plasmon; Materials science; Nanotechnology; Optics; Organic chemistry; Optoelectronics; Atomic physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001519559,0.0002340079,0.0002394765,0.0002694005,0.0001568475,0.0002128672,0.0002490669,0.000210242,0.0007398229],"category_scores_gemma":[0.0002276074,0.0001962625,0.0001629793,0.0001274071,0.0001911812,0.0002209674,0.0001470673,0.0003162291,0.0002237918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002161225,"about_ca_system_score_gemma":0.00009029116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007111267,"about_ca_topic_score_gemma":0.001153652,"domain_scores_codex":[0.9998814,0.0000182036,0.000006359945,0.00003123991,0.00004590682,0.00001690542],"domain_scores_gemma":[0.9998329,0.00005631637,0.00003107115,0.00002737919,0.0000386676,0.00001369227],"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":[0.0000103618,0.000002302812,0.00007199836,0.000006753581,0.000001504883,0.000007854595,0.00000707133,0.0000268584,0.9996137,0.000007647346,0.000003110728,0.0002407432],"study_design_scores_gemma":[0.000002010802,0.00004921666,0.002135837,0.000001603033,0.000005199905,0.00002972409,0.00001934988,0.001519323,0.996087,0.00001084264,0.0001374126,0.000002547444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953738,0.0001977574,0.003870524,0.00001849884,0.000005679454,0.000008218804,0.0000503303,0.00006116303,0.000414129],"genre_scores_gemma":[0.9906834,0.0002197057,0.008063739,0.00001922273,0.00000613251,0.00001882336,0.0000863222,0.00002331483,0.0008792927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007398229,"threshold_uncertainty_score":0.002474904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154791380732544,"score_gpt":0.2319792101991461,"score_spread":0.2204312963918207,"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."}}