{"id":"W2001795750","doi":"10.1017/s143192761005720x","title":"Mapping Local Optical Densities of States in Finite Si Photonic Structures with Monochromated, Nanoscale Electron Spectroscopy","year":2010,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nanoscopic scale; Spectroscopy; Materials science; Microanalysis; Photonics; Electron microscope; Optics; Nanotechnology; Optoelectronics; Physics; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003934788,0.0003963627,0.0007530325,0.0004529944,0.0001639496,0.0001342018,0.0003222465,0.0002062578,0.0002542546],"category_scores_gemma":[0.0000215426,0.0003275492,0.0001084045,0.0006094576,0.0006505955,0.0002038325,0.00009215122,0.0004975987,0.000008265057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009000917,"about_ca_system_score_gemma":0.00014133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008802247,"about_ca_topic_score_gemma":0.003022637,"domain_scores_codex":[0.9976586,0.00008190839,0.0005635575,0.000661611,0.0002423921,0.0007919919],"domain_scores_gemma":[0.9989983,0.0001148715,0.0002187694,0.0004406648,0.0001030674,0.0001243269],"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":[0.0002484074,0.00008910769,0.0027532,0.00005454474,0.00005375858,0.00001634014,0.0005438209,0.00004150072,0.9954018,0.0006303992,0.00005469642,0.0001124175],"study_design_scores_gemma":[0.0005073103,0.0003875518,0.001297879,0.00005889681,0.00008964739,0.00004511459,0.0004305778,0.0004125424,0.9951463,0.001047379,0.0002085007,0.0003682677],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827369,0.0008452587,0.01572416,0.0001029188,0.0000526662,0.0002405527,0.00003197954,0.0001158666,0.0001496203],"genre_scores_gemma":[0.9564162,0.0003345527,0.04291084,0.0001274329,0.00002751112,0.00002304332,0.00003274619,0.00003814261,0.00008945724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02718668,"threshold_uncertainty_score":0.9999176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004302981027961194,"score_gpt":0.2434112823466635,"score_spread":0.2391083013187023,"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."}}