{"id":"W7140220191","doi":"10.70477/qwft2571","title":"PICK-AND-PLACE PLASMONICS: MICRO-STICKER NANOHOLE ARRAYS TOWARD MULTIMODAL SENSING IN LOC","year":2025,"lang":"","type":"article","venue":"","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"RMIT University; Ontario Ministry of Natural Resources and Forestry; Australian National Fabrication Facility","keywords":"Plasmon; Fabrication; Modular design; Surface (topology); Optical sensing; Surface plasmon","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004456489,0.0005299167,0.0004423144,0.0003703041,0.0002257575,0.0005732477,0.001282497,0.00103595,0.001133498],"category_scores_gemma":[0.0003797122,0.0003549774,0.0002738564,0.000247062,0.0009343837,0.0008039828,0.0007350438,0.0008476235,0.0006928896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005878869,"about_ca_system_score_gemma":0.0002060325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000368812,"about_ca_topic_score_gemma":0.0007380631,"domain_scores_codex":[0.9995286,0.00006701218,0.00001746301,0.0001119173,0.0002334026,0.00004145149],"domain_scores_gemma":[0.9997439,0.00008004153,0.00006056759,0.00004976418,0.00003111235,0.00003467903],"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":[0.00004415423,0.00008277562,0.0001297744,0.0001809195,0.000009540921,0.0001016325,0.00008603076,0.00296498,0.9640734,0.005319424,0.000726139,0.02628122],"study_design_scores_gemma":[0.0000248523,0.0004069877,0.0005529521,0.00002332946,0.00001383767,0.0002703862,0.00004227386,0.0505683,0.931722,0.002501175,0.01382346,0.00005045501],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1939418,0.01064327,0.7799684,0.001759591,0.0007343161,0.0005024364,0.0003320771,0.003493856,0.008624212],"genre_scores_gemma":[0.462945,0.002538487,0.5289506,0.000621087,0.0002086497,0.0002039921,0.0001081866,0.0001248239,0.004299089],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001282497,"threshold_uncertainty_score":0.004265368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294644297665276,"score_gpt":0.2547933026679516,"score_spread":0.2418468596912989,"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."}}