{"id":"W4360608518","doi":"10.1093/micmic/ozad029","title":"Transmission Kikuchi Diffraction Mapping Induces Structural Damage in Atom Probe Specimens","year":2023,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Crystal twinning; Atom probe; Materials science; Planar; Transmission electron microscopy; Diffraction; Dislocation; Crystallography; Electron backscatter diffraction; Electron diffraction; Metastability; Atom (system on chip); Recoil; Molecular physics; Chemistry; Nanotechnology; Microstructure; Composite material; Atomic physics; Optics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001741366,0.000269114,0.0001945082,0.0003016735,0.0002539723,0.0003534066,0.0003078795,0.0005316941,0.001732811],"category_scores_gemma":[0.0004585395,0.00035083,0.0001225304,0.0002263944,0.0005904929,0.0003514775,0.000361694,0.0004703736,0.0003192057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104299,"about_ca_system_score_gemma":0.0001723435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008811548,"about_ca_topic_score_gemma":0.00150748,"domain_scores_codex":[0.9998437,0.00001242264,0.00001106989,0.0000470297,0.00005427616,0.00003144479],"domain_scores_gemma":[0.9995958,0.0001284714,0.00009933767,0.00008475323,0.00006360703,0.00002800783],"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":[0.00003722091,0.000006118531,0.0007057473,0.00002417531,0.000003478091,0.00009931759,0.00006710186,0.00009806057,0.9980146,0.000101626,0.00001895187,0.0008236596],"study_design_scores_gemma":[0.000006880443,0.00007431163,0.01011142,0.000005109583,0.00000934211,0.0004149573,0.0001021397,0.001768888,0.9866396,0.00008502078,0.000776782,0.000005668579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830871,0.000257722,0.01495435,0.00006336858,0.000013058,0.0000234805,0.0001237036,0.0001672263,0.001310086],"genre_scores_gemma":[0.9864873,0.0001522676,0.01190871,0.00003909892,0.000003537402,0.00002841392,0.0001293478,0.00005950234,0.001191762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001732811,"threshold_uncertainty_score":0.00579679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037817881561164,"score_gpt":0.252867478531959,"score_spread":0.2424892997163473,"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."}}