{"id":"W2027704721","doi":"10.1016/s0304-3991(00)00094-2","title":"Concentration limits for the measurement of boron by electron energy-loss spectroscopy and electron-spectroscopic imaging","year":2001,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Spectroscopy; Electron energy loss spectroscopy; Electron; Boron; Scanning transmission electron microscopy; Photodiode; Diode; Atomic physics; Analytical Chemistry (journal); Materials science; Chemistry; Electron microscope; Transmission electron microscopy; Optics; Physics; Optoelectronics","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":[0.01324297,0.001258813,0.001443671,0.003138151,0.002304038,0.004656442,0.005583975,0.007735033,0.003253757],"category_scores_gemma":[0.02255393,0.001945213,0.0009956876,0.001187437,0.002880321,0.003930203,0.00286731,0.003096878,0.00263356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001958905,"about_ca_system_score_gemma":0.002368416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002581568,"about_ca_topic_score_gemma":0.00386718,"domain_scores_codex":[0.9884122,0.003710671,0.001174073,0.001355289,0.004735805,0.000611986],"domain_scores_gemma":[0.9715617,0.01554229,0.002403149,0.002750983,0.006921788,0.0008200784],"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":[0.001157877,0.0003201109,0.003102772,0.001148181,0.00008903768,0.0002444377,0.0005211708,0.002917649,0.9262995,0.03614054,0.003503001,0.02455575],"study_design_scores_gemma":[0.00005957805,0.0003693341,0.002249492,0.0003159585,0.0000833957,0.0006610586,0.0002364721,0.0119609,0.9468945,0.01256192,0.02450447,0.0001029673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1173099,0.01754099,0.831018,0.002620818,0.0004413412,0.0006388266,0.002111781,0.002769023,0.02554939],"genre_scores_gemma":[0.3822473,0.004725,0.5954649,0.002402571,0.0003206707,0.001999692,0.002750663,0.001083187,0.009005934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01324297,"threshold_uncertainty_score":0.07003629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009068827754194908,"score_gpt":0.2736131458080112,"score_spread":0.2645443180538163,"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."}}