{"id":"W3189120749","doi":"10.1017/s1431927621007224","title":"Comparison Between Moiré Sampling Scanning Transmission Electron Microscopy Geometrical Phase Analysis Strain Characterization Method and Dark-Field Electron Holography","year":2021,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Electron holography; Moiré pattern; Dark field microscopy; Materials science; Characterization (materials science); Scanning transmission electron microscopy; Scanning confocal electron microscopy; Holography; Energy filtered transmission electron microscopy; Optics; Transmission electron microscopy; Electron; Conventional transmission electron microscope; Electron microscope; Microscopy; Physics; Nanotechnology","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":[0.0003968019,0.0004169379,0.0007837215,0.0005618608,0.0004809544,0.0001743228,0.0002010385,0.0003644049,0.00002647654],"category_scores_gemma":[0.00003638653,0.0004456973,0.0003441937,0.002220169,0.0001095028,0.00002490623,0.0001128938,0.0003801517,7.750985e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000401378,"about_ca_system_score_gemma":0.00008198144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002835102,"about_ca_topic_score_gemma":0.00002272882,"domain_scores_codex":[0.9972483,0.0001779891,0.000630602,0.001149676,0.0001431557,0.0006502811],"domain_scores_gemma":[0.9988118,0.0000696516,0.0002789151,0.0004662705,0.0001583335,0.0002150048],"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":[0.0001017009,0.0001614532,0.01562196,0.00002644001,0.0008152452,0.000001446389,0.00006400167,0.00002877276,0.9590772,0.00001711058,0.00009201326,0.02399264],"study_design_scores_gemma":[0.0006510991,0.000418065,0.00395254,0.00001749575,0.001786295,0.00001555643,0.00004547774,0.0001758482,0.9767225,0.0001082424,0.01565144,0.0004554027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4769777,0.0030826,0.5194315,0.0001713262,0.000006781624,0.000131872,0.0001598112,0.00002739919,0.00001096194],"genre_scores_gemma":[0.8647708,0.003733871,0.1240591,0.0003948367,0.00009927915,0.00004673749,0.00663967,0.00005338659,0.0002022911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3953724,"threshold_uncertainty_score":0.9997995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481836025646306,"score_gpt":0.4008631616374554,"score_spread":0.3860448013809923,"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."}}