{"id":"W4400292851","doi":"10.3390/mi15070863","title":"Real-Time Plasmonic Strain Sensors Based on Surface Relief Diffraction Gratings","year":2024,"lang":"en","type":"article","venue":"Micromachines","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Materials science; Diffraction; Surface plasmon resonance; Optics; Diffraction grating; Grating; Wavelength; Diffraction efficiency; Optoelectronics; Nanotechnology; 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":[0.0003330015,0.0004615524,0.0004213204,0.0003395616,0.00009984525,0.0003050117,0.0004597716,0.000427134,0.0008165358],"category_scores_gemma":[0.0004602736,0.0003383752,0.0001747418,0.0002785276,0.0003419927,0.0004393826,0.0002268997,0.0004994801,0.0003378328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002804515,"about_ca_system_score_gemma":0.0001328525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000331576,"about_ca_topic_score_gemma":0.0006721456,"domain_scores_codex":[0.9996181,0.0000463285,0.00002029979,0.00008482692,0.0001807894,0.00004979076],"domain_scores_gemma":[0.9996979,0.0001271143,0.00006943457,0.00003246119,0.00004947937,0.00002353901],"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":[0.00003032953,0.000007188646,0.00008309297,0.00003306622,0.000002438994,0.00001456838,0.000007143446,0.0001038176,0.9975981,0.00003281669,0.00003468594,0.002052736],"study_design_scores_gemma":[0.000005567256,0.0000535226,0.000835666,0.000001504133,0.000003663837,0.00005067757,0.000007759673,0.002371966,0.9962085,0.00001997965,0.0004347263,0.000006369154],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8958454,0.002756984,0.09604047,0.0002521062,0.0002116045,0.0001268942,0.0008726142,0.001183518,0.002710419],"genre_scores_gemma":[0.9146295,0.001257352,0.08131741,0.00009188923,0.00004149431,0.00006551495,0.0003163181,0.0000412727,0.002239228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008165358,"threshold_uncertainty_score":0.002731562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004816882205303015,"score_gpt":0.2174268293534782,"score_spread":0.2126099471481751,"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."}}