{"id":"W2056222593","doi":"10.1016/j.ultramic.2014.09.005","title":"Dark-field imaging based on post-processed electron backscatter diffraction patterns of bulk crystalline materials in a scanning electron microscope","year":2014,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"École de technologie supérieure; McGill University","keywords":"Electron backscatter diffraction; Diffraction; Optics; Materials science; Scanning electron microscope; Pixel; Electron diffraction; Electron; Field emission gun; Reflection high-energy electron diffraction; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002437654,0.0004317364,0.0002644327,0.0007598921,0.000346643,0.0006406558,0.0005650643,0.0004812438,0.006399305],"category_scores_gemma":[0.0004166128,0.0004197127,0.000145628,0.0004899143,0.0003836016,0.0004965298,0.0002299349,0.0006957614,0.0007251549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566722,"about_ca_system_score_gemma":0.0003772707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009033711,"about_ca_topic_score_gemma":0.00326522,"domain_scores_codex":[0.9998919,0.000009898607,0.00000882214,0.00002542966,0.00004691183,0.00001701326],"domain_scores_gemma":[0.9995555,0.0001371245,0.0000357166,0.00009993904,0.0001389488,0.00003275886],"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":[0.0000931426,0.00003282535,0.0004264194,0.00007824985,0.000007131694,0.00007345105,0.00003021888,0.0001509524,0.9932896,0.0005629008,0.0003782708,0.004876809],"study_design_scores_gemma":[0.00002250772,0.0001134561,0.009415541,0.0000182398,0.00001761252,0.0006227899,0.00007227008,0.008051692,0.9779523,0.0005419638,0.003153826,0.00001769619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8257893,0.001074492,0.1558271,0.000337591,0.0002173093,0.0001709507,0.002348056,0.002460697,0.01177454],"genre_scores_gemma":[0.8196564,0.0009637719,0.1698804,0.0001635441,0.00004722136,0.0001070235,0.001316028,0.000351984,0.007513689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006399305,"threshold_uncertainty_score":0.02140778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003282893552031893,"score_gpt":0.2625311457908568,"score_spread":0.259248252238825,"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."}}