{"id":"W3019731806","doi":"10.1016/j.ultramic.2020.112989","title":"Coupled Broad Ion Beam–Scanning Electron Microscopy (BIB–SEM) for polishing and three dimensional (3D) serial section tomography (SST)","year":2020,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Engineering and Physical Sciences Research Council; European Research Council; University of Manchester; Henry Royce Institute; Higher Education Funding Council for England","keywords":"Polishing; Scanning electron microscope; Optics; Materials science; Focused ion beam; Electron tomography; Section (typography); Tomography; Electron microscope; Microscopy; Ion; Chemistry; Physics; Scanning transmission electron microscopy; Composite material","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":[0.0001211576,0.0003292781,0.0002671203,0.00006164883,0.0004076117,0.0001176322,0.0002080881,0.0002799096,0.000008191601],"category_scores_gemma":[0.00004706959,0.0003573686,0.0001338322,0.0002360007,0.0001356121,0.00002546777,0.00008186392,0.0002498765,0.000001863756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000395965,"about_ca_system_score_gemma":0.00009020645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007649945,"about_ca_topic_score_gemma":0.0000570424,"domain_scores_codex":[0.9981976,0.00002056455,0.0003257952,0.0007683461,0.000115852,0.0005718644],"domain_scores_gemma":[0.9992583,0.00002138482,0.0001670739,0.0002598628,0.000121182,0.0001721374],"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":[0.0004849866,0.00004495862,0.0007011035,0.00003716641,0.00003317882,3.865389e-7,0.00004370286,0.00015193,0.9951082,0.00007360044,0.002955809,0.0003649959],"study_design_scores_gemma":[0.0009450943,0.0009066706,0.0003105513,0.0000240193,0.00004066955,0.00001624846,0.00001773257,0.0005935079,0.9660138,0.0002323809,0.03051497,0.0003843062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8618889,0.001045006,0.1351995,0.000600955,0.0001573345,0.0008297776,0.0001316478,0.000118186,0.00002871587],"genre_scores_gemma":[0.9458358,0.0003118319,0.04855835,0.002349953,0.001345379,0.0002423694,0.001154333,0.0001174202,0.00008453104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08664115,"threshold_uncertainty_score":0.9998878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007271023722396712,"score_gpt":0.2926058766520404,"score_spread":0.2853348529296437,"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."}}