{"id":"W4399255004","doi":"10.1016/b978-0-323-99762-1.00087-5","title":"Scanning electron microscopy, electron probe microanalysis, and electron backscatter diffraction in the geological sciences","year":2024,"lang":"en","type":"book-chapter","venue":"Treatise on Geochemistry","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Electron backscatter diffraction; Microanalysis; Electron microscope; Scanning electron microscope; Electron; Materials science; Electron probe microanalysis; Electron diffraction; Reflection high-energy electron diffraction; Analytical Chemistry (journal); Optics; Chemistry; Diffraction; Physics; Composite material; Nuclear physics; Environmental 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":[0.0007892484,0.0008521953,0.0007640374,0.0003029343,0.0003495303,0.0004800977,0.0007131982,0.0006324761,0.000668405],"category_scores_gemma":[0.00002618139,0.0006144834,0.000215298,0.0002201986,0.000595985,0.0001481605,0.0001172676,0.001539276,0.0001676262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005380175,"about_ca_system_score_gemma":0.0002246259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000137436,"about_ca_topic_score_gemma":0.0001518938,"domain_scores_codex":[0.9960056,0.00007963342,0.0006059016,0.001563057,0.0006363221,0.001109511],"domain_scores_gemma":[0.9986935,0.0001762892,0.0003361424,0.0006243025,0.00006735422,0.000102471],"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":[0.0001289154,0.00009490588,0.0001068254,0.0001256373,0.00004482229,0.00005364041,0.00009523593,0.000002231008,0.9862037,0.008472883,0.004416413,0.000254736],"study_design_scores_gemma":[0.0002287809,0.0008518102,0.0001088687,0.0004396192,0.0002396323,0.0002695171,0.00002110017,0.00002674059,0.9684526,0.02288027,0.005786338,0.0006947328],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6768515,0.01169218,0.00003211126,0.002586368,0.00009134697,0.0009583557,0.00005189285,0.0004503141,0.307286],"genre_scores_gemma":[0.7864277,0.00294012,0.0009388775,0.001149331,0.000619626,0.0003170801,0.0002894028,0.0001683978,0.2071495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1095763,"threshold_uncertainty_score":0.9996306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108480179848998,"score_gpt":0.2960037706702465,"score_spread":0.2849189688717566,"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."}}