{"id":"W2154717050","doi":"10.1017/s1431927611004843","title":"High-Spatial and High-Energy Resolution EELS Studies of Chemical and Electronic Properties of Interfaces and Nanostructures","year":2011,"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":"Microanalysis; Nanostructure; Materials science; Nanotechnology; Energy (signal processing); Microscopy; High resolution; Chemistry; Optics; Geography; Physics; Archaeology","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":[0.0001586232,0.0001367086,0.0001063959,0.0002394639,0.0002017209,0.0002471066,0.0002256374,0.0002116021,0.002814592],"category_scores_gemma":[0.0001669209,0.0001005781,0.00009607951,0.0001897704,0.0002088845,0.0004049611,0.0001750555,0.0003950913,0.0003601649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001924342,"about_ca_system_score_gemma":0.00008292102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009292813,"about_ca_topic_score_gemma":0.002189476,"domain_scores_codex":[0.9999257,0.00000475963,0.000002504984,0.00001117479,0.00004289251,0.00001286969],"domain_scores_gemma":[0.999936,0.00001803435,0.000007570377,0.000008360073,0.00002453284,0.000005420392],"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":[0.00003561028,0.00001766293,0.0001875916,0.00003309079,0.000005790064,0.00004909511,0.00003931229,0.0002782064,0.9961261,0.0005981859,0.0002829602,0.002346314],"study_design_scores_gemma":[0.000005748889,0.00002655938,0.00352536,0.000001959979,0.000005245517,0.0001267859,0.00006081208,0.002382869,0.9911187,0.0001975054,0.002544306,0.000004081829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671451,0.001890613,0.01824556,0.0003312767,0.0000484678,0.00001855826,0.0005403247,0.0001611843,0.01161887],"genre_scores_gemma":[0.9786742,0.0007170521,0.006044353,0.0000791241,0.00001052751,0.00001170845,0.0003409331,0.00003575451,0.01408641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002814592,"threshold_uncertainty_score":0.009415746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300464205880414,"score_gpt":0.248324237629567,"score_spread":0.2353195955707629,"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."}}