{"id":"W4384561829","doi":"10.32920/23696718.v1","title":"Plasmon-free polymeric nanowrinkled substrates for surface-enhanced Raman spectroscopy of two-dimensional materials","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Université de Montréal; St. Michael's Hospital","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Research Chairs","keywords":"Materials science; Raman spectroscopy; Ethylene glycol; Polymer; Substrate (aquarium); Prepolymer; Chemical engineering; Layer (electronics); Graphene; Surface-enhanced Raman spectroscopy; Polymerization; Nanotechnology; Composite material; Polyurethane; Optics","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":[0.0002024477,0.000510951,0.0002206512,0.0002476838,0.0001135647,0.0003459717,0.0005816469,0.0005634868,0.001494791],"category_scores_gemma":[0.0002991431,0.0002530058,0.0002023884,0.0001499053,0.0001815013,0.0004878699,0.0003279806,0.0005441977,0.0007861198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001810555,"about_ca_system_score_gemma":0.00007636309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001197563,"about_ca_topic_score_gemma":0.0003074935,"domain_scores_codex":[0.9996954,0.00004425287,0.00002582601,0.00007223107,0.0001315327,0.00003074271],"domain_scores_gemma":[0.999778,0.00006210971,0.00005271429,0.0000447817,0.00004350317,0.00001901359],"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":[0.00001039269,0.00001355333,0.00004194806,0.00005450743,0.000002996374,0.00003275844,0.00001051129,0.0001755609,0.9958159,0.0001378576,0.00007915438,0.003624729],"study_design_scores_gemma":[0.00000347269,0.00005177805,0.000276539,0.000002703061,0.00000213921,0.00007958356,0.000006505608,0.003016721,0.9949379,0.00004268865,0.001571935,0.000008069042],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8335059,0.003130709,0.1533627,0.0003013446,0.0002960379,0.0001339323,0.0007908716,0.001540747,0.00693792],"genre_scores_gemma":[0.8002489,0.001237029,0.1903488,0.0001557926,0.00004610063,0.0001405972,0.0008170622,0.0001611578,0.00684457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001494791,"threshold_uncertainty_score":0.005000591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03274791121103957,"score_gpt":0.2885250790690181,"score_spread":0.2557771678579785,"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."}}