{"id":"W2887351825","doi":"10.1017/s1431927618002817","title":"EELS Analysis of Bulk Plasmon Harmonics of Aluminium at 30 keV","year":2018,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec; McGill University","funders":"","keywords":"Aluminium; Harmonics; Plasmon; Materials science; Action (physics); Content (measure theory); Metallurgy; Optoelectronics; Physics; Mathematics; Quantum mechanics; Mathematical analysis","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005992125,0.0002784563,0.001005498,0.0006544234,0.0001962765,0.00004510617,0.0003967377,0.0001670282,0.002231434],"category_scores_gemma":[0.00003249838,0.0002524471,0.0003748185,0.001392414,0.0007523765,0.0001149095,0.0002052662,0.0001054494,0.00003928238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008472642,"about_ca_system_score_gemma":0.00005700867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004358758,"about_ca_topic_score_gemma":0.000364617,"domain_scores_codex":[0.9978564,0.00009973945,0.0007349772,0.0005922531,0.0002611788,0.0004553864],"domain_scores_gemma":[0.9983982,0.00007982405,0.0005076129,0.0006502498,0.0002554955,0.0001085575],"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":[0.0001195142,0.0001106906,0.004337761,0.00003620235,0.0007246096,0.000001358176,0.0005618911,0.000004938724,0.9928077,0.0001322834,0.001031734,0.0001313197],"study_design_scores_gemma":[0.000228037,0.0003186469,0.001177241,0.000024052,0.002932913,0.000002612739,0.00007314098,0.0003032853,0.9931507,0.00009139434,0.001462305,0.0002357321],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950179,0.001217495,0.002525677,0.00006220217,0.00006650754,0.0001305943,0.0001699717,0.00006283297,0.0007468574],"genre_scores_gemma":[0.9893193,0.0005550884,0.00884507,0.0001227556,0.00003297588,0.000008669203,0.00004175619,0.0000224433,0.001051917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006319394,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053900716083292,"score_gpt":0.2822050640393269,"score_spread":0.271666056878494,"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."}}