{"id":"W4286471280","doi":"10.1017/s1431927622002422","title":"Assisting Phase Unwrapping in Ptychography Through Minimal Phase Accumulation for Low Energy Electron Ptychography","year":2022,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Ptychography; Library science; History; Physics; Optics; Computer science; Diffraction","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":[0.0005765175,0.0005822678,0.0004256285,0.0004336701,0.0004788577,0.0007793226,0.0007922401,0.0005613725,0.005572485],"category_scores_gemma":[0.001921963,0.0005436106,0.0001871932,0.0003139234,0.0004623704,0.001038766,0.001501946,0.001357982,0.001994607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003074826,"about_ca_system_score_gemma":0.0005083714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004936657,"about_ca_topic_score_gemma":0.002043264,"domain_scores_codex":[0.9996867,0.00004017432,0.00001698925,0.00005139138,0.0001678452,0.00003686796],"domain_scores_gemma":[0.9992143,0.0003166411,0.0001021838,0.0001468504,0.0001617185,0.00005818057],"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":[0.0002907938,0.00007622274,0.000497673,0.0002305501,0.0000198877,0.000245766,0.0001715056,0.003726316,0.871802,0.005978445,0.003555741,0.1134051],"study_design_scores_gemma":[0.00003658062,0.0001201682,0.0006422233,0.00003473108,0.00001434991,0.0004075754,0.00004390118,0.05654268,0.921636,0.003010309,0.01745224,0.00005917711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07557843,0.0009388044,0.9110785,0.0006449054,0.0002135538,0.0001608917,0.0001655092,0.005099955,0.006119404],"genre_scores_gemma":[0.2047517,0.0007271601,0.7861798,0.0001680361,0.00003942985,0.0001262047,0.0001920757,0.001168449,0.006647253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005572485,"threshold_uncertainty_score":0.01864189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878761800007191,"score_gpt":0.3579998569888701,"score_spread":0.3392122389887982,"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."}}