{"id":"W4412566772","doi":"10.1364/oic.2025.thc.6","title":"Plasmonic Nanoparticles for Optical Coatings","year":2025,"lang":"en","type":"article","venue":"","topic":"Nonlinear Optical Materials Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Plasmon; Nanoparticle; Plasmonic nanoparticles; Materials science; Nanotechnology; Optoelectronics; Optical materials; Computer science","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":[0.0002391351,0.000543521,0.0002809622,0.0003799447,0.0003515762,0.0006430632,0.0004854414,0.000845496,0.003318385],"category_scores_gemma":[0.0002838828,0.0002337303,0.0002643215,0.0001923309,0.0003561978,0.0004570438,0.0004768478,0.001005384,0.001705174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006106654,"about_ca_system_score_gemma":0.0002095308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003391462,"about_ca_topic_score_gemma":0.0007550702,"domain_scores_codex":[0.999709,0.00004327635,0.00001234054,0.00006433808,0.0001355139,0.00003554469],"domain_scores_gemma":[0.9999269,0.00002247184,0.000009090671,0.00001238936,0.00002144398,0.000007735531],"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":[0.00005144256,0.00008546596,0.000137449,0.0009009962,0.00002269563,0.0002549752,0.0001068252,0.001216151,0.8686537,0.06447501,0.008456944,0.05563834],"study_design_scores_gemma":[0.00002670604,0.0002071702,0.0002982958,0.0001146645,0.00002681854,0.0005498541,0.00004599268,0.008051394,0.7731926,0.01327669,0.2041802,0.00002953677],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1698559,0.2311322,0.3438871,0.01173219,0.00539497,0.0006065242,0.0006683054,0.002232909,0.2344898],"genre_scores_gemma":[0.6823834,0.05892379,0.1887976,0.00242735,0.0006229543,0.0003234705,0.000534597,0.0003200995,0.06566682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003318385,"threshold_uncertainty_score":0.01110113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009574908052831113,"score_gpt":0.2421684064560224,"score_spread":0.2325934984031912,"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."}}