{"id":"W3039306064","doi":"10.1017/s1431927600029561","title":"Evaluation of Corrections for X-Ray Microanalysis in the ESEM","year":2001,"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":"Université de Sherbrooke","funders":"","keywords":"Environmental scanning electron microscope; Microanalysis; Scattering; Electron; Beam (structure); Scanning electron microscope; Cathode ray; Analytical Chemistry (journal); X-ray; Materials science; Optics; Secondary electrons; Atomic physics; Chemistry; Physics; Nuclear physics","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":[],"consensus_categories":[],"category_scores_codex":[0.004061978,0.0001916393,0.0004167476,0.0003684878,0.0002320581,0.0001004759,0.0003312885,0.0000953991,0.0002883702],"category_scores_gemma":[0.0001266658,0.0001442576,0.0002080741,0.0009666072,0.0001552147,0.0001388804,0.00003298174,0.0001190859,0.000007510703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001120347,"about_ca_system_score_gemma":0.00009500925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000602402,"about_ca_topic_score_gemma":0.001920975,"domain_scores_codex":[0.9980073,0.0003683278,0.0004816447,0.0004190889,0.0003700171,0.0003535957],"domain_scores_gemma":[0.9988245,0.000160002,0.0002074689,0.000418409,0.000351393,0.00003826744],"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":[0.00004713784,0.0001421207,0.002363135,0.00001113299,0.0000734184,6.517262e-7,0.0006242369,0.00005403056,0.9932722,0.0001149141,0.0005686138,0.002728365],"study_design_scores_gemma":[0.0005914931,0.0001339333,0.001338494,0.00002351955,0.001547832,0.00001039125,0.0007822594,0.001395394,0.9894189,0.001331976,0.003230587,0.00019518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807209,0.002610301,0.01506322,0.000410796,0.00006487268,0.0005431402,0.00003345206,0.00003568336,0.0005176542],"genre_scores_gemma":[0.9912558,0.0004942245,0.007516924,0.0001981792,0.00004194879,0.0001764154,0.00003066384,0.00001491897,0.0002709844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01053486,"threshold_uncertainty_score":0.5882652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249203739098675,"score_gpt":0.3302108524172019,"score_spread":0.3077188150262152,"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."}}