{"id":"W4385093901","doi":"10.1093/micmic/ozad067.810","title":"Quantification of Gas-Based Charge Compensation by Off-Axis Electron Holography in Open-Cell Environmental TEM","year":2023,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Electron holography; Electron; Charge (physics); Materials science; Holography; Compensation (psychology); Optics; Physics; Quantum mechanics; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002170706,0.0001624834,0.0002251572,0.0001766283,0.0001024893,0.00002755529,0.0002438766,0.0001236454,0.00001912524],"category_scores_gemma":[0.000004266761,0.000175721,0.00008536221,0.0004735828,0.0001169112,0.000009654863,0.00008529002,0.00008908988,0.000008623028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000240156,"about_ca_system_score_gemma":0.00002470126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006551883,"about_ca_topic_score_gemma":0.00003852931,"domain_scores_codex":[0.998839,0.0000523025,0.0003115873,0.0004741865,0.0000619447,0.0002609341],"domain_scores_gemma":[0.9994199,0.00001130365,0.0001714398,0.000337869,0.00001890358,0.00004063897],"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":[0.0000584019,0.0001649891,0.006675766,0.00001388508,0.00002159922,2.088818e-7,0.00001816433,0.00002259929,0.9896973,0.00001363156,0.002342751,0.0009706745],"study_design_scores_gemma":[0.0004595742,0.0001502709,0.001091496,0.000007524032,0.00003545581,8.803702e-7,0.00004249767,0.0001924434,0.9824273,0.00003605192,0.01538828,0.0001682554],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885895,0.00196475,0.008677526,0.000146838,0.00000804702,0.0003527574,0.0001937614,0.00001850956,0.00004836068],"genre_scores_gemma":[0.9917323,0.00304246,0.001922981,0.0001143822,0.000008449892,0.00008567481,0.002656133,0.00002197582,0.0004156523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01304553,"threshold_uncertainty_score":0.7165694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007079295489213345,"score_gpt":0.29247603401651,"score_spread":0.2853967385272966,"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."}}