{"id":"W4412779475","doi":"10.1038/s43586-025-00417-8","title":"Surface plasmon resonance sensing","year":2025,"lang":"en","type":"article","venue":"Nature Reviews Methods Primers","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Regroupement Québécois sur les Matériaux de Pointe","funders":"","keywords":"Surface plasmon resonance; Surface plasmon; Resonance (particle physics); Materials science; Plasmon; Optoelectronics; Nanotechnology; Physics; Atomic physics; Nanoparticle","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":[0.0008098643,0.001363808,0.000737851,0.0007716795,0.0004807878,0.001394313,0.001316338,0.002044806,0.00858155],"category_scores_gemma":[0.0007357695,0.0007533661,0.0004428572,0.0005110903,0.0007957694,0.001324246,0.001195145,0.002383403,0.01417752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005971544,"about_ca_system_score_gemma":0.0004492923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003024591,"about_ca_topic_score_gemma":0.0004984938,"domain_scores_codex":[0.9983425,0.0002657464,0.00005142016,0.0004200201,0.0007753251,0.0001449064],"domain_scores_gemma":[0.9996861,0.00008518275,0.00004220159,0.00006155921,0.00009726691,0.00002772086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008257102,0.0001182022,0.0001858381,0.0009254084,0.00004005108,0.0001177614,0.0001347969,0.0002771417,0.7445386,0.02032322,0.03743823,0.1958182],"study_design_scores_gemma":[0.00001275157,0.0001474756,0.0002816326,0.0000872126,0.00002053057,0.0002715173,0.00004959433,0.001290145,0.7520743,0.00369008,0.2420501,0.00002471815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.03758766,0.1171908,0.4938141,0.01190177,0.01318224,0.0008237575,0.001604176,0.008512736,0.3153827],"genre_scores_gemma":[0.2953717,0.07689963,0.2685699,0.01221266,0.002648198,0.001002085,0.003157043,0.0008995915,0.3392392],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00858155,"threshold_uncertainty_score":0.02870816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785262711294201,"score_gpt":0.3874711935582323,"score_spread":0.3596185664452903,"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."}}