{"id":"W2075190635","doi":"10.1366/000370206777412112","title":"Light Profile Microscopy Based on Raman and Wavelength Resolved Luminescence Contrast","year":2006,"lang":"en","type":"article","venue":"Applied Spectroscopy","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Optics; Materials science; Microscopy; Raman spectroscopy; Luminescence; Microscope; Diffraction; Laser; Wavelength; Rayleigh scattering; Optical microscope; Multispectral image; Analytical Chemistry (journal); Optoelectronics; Chemistry; Scanning electron microscope; Remote sensing; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002076716,0.0003142567,0.0002641057,0.00007699448,0.0001523814,0.00006579435,0.0003365045,0.0002909966,0.0001249271],"category_scores_gemma":[0.00004795259,0.0002728972,0.00007274476,0.0001917457,0.0003018746,0.000002991606,0.0001212051,0.000311804,0.00002880927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005290058,"about_ca_system_score_gemma":0.00008194758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002369864,"about_ca_topic_score_gemma":0.000007830346,"domain_scores_codex":[0.9978779,0.00002910211,0.0002881723,0.0007692399,0.0003748052,0.0006607773],"domain_scores_gemma":[0.9991127,0.0000386772,0.00007391374,0.0005350655,0.0000491125,0.0001905771],"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":[0.0004686483,0.0002094953,0.0003657779,0.00002706478,0.000009542913,0.000005244711,0.000003152209,3.104203e-7,0.970456,0.001986854,0.02608764,0.0003802637],"study_design_scores_gemma":[0.0009082762,0.0005041152,0.0004575205,0.00002510285,0.000009462138,0.000003624435,0.00000792384,0.0001835983,0.9595782,0.0008218221,0.03719885,0.0003014774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8407352,0.0004344529,0.01910294,0.001937421,0.0001362349,0.001338682,0.00006065015,0.0002457612,0.1360087],"genre_scores_gemma":[0.9790902,0.00008412956,0.01827204,0.0008284867,0.0004722974,0.0001830395,0.0002045326,0.00005049392,0.0008148446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.138355,"threshold_uncertainty_score":0.9999723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004220952669669301,"score_gpt":0.2607612372162771,"score_spread":0.2565402845466078,"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."}}