{"id":"W2987439359","doi":"10.1016/j.ultramic.2019.112875","title":"Toward the quantitative the interpretation of hole-free phase plate images in a transmission electron microscope.","year":2019,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"RIKEN","keywords":"Interpretation (philosophy); Transmission electron microscopy; Electron microscope; Optics; Scanning transmission electron microscopy; Microscope; Phase (matter); Conventional transmission electron microscope; Transmission (telecommunications); Materials science; Physics; Computer science; Telecommunications; Quantum mechanics","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":[0.00336004,0.0009724712,0.0004495273,0.002310177,0.00076747,0.00230783,0.002957018,0.001365949,0.004826061],"category_scores_gemma":[0.005955714,0.001403567,0.0003270819,0.001254531,0.001900761,0.002244734,0.001400711,0.002667344,0.003330546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005732485,"about_ca_system_score_gemma":0.0009593291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001040609,"about_ca_topic_score_gemma":0.002659496,"domain_scores_codex":[0.9986071,0.0005710725,0.00007363097,0.0001407684,0.0005579208,0.00004939099],"domain_scores_gemma":[0.9967444,0.001282087,0.0002257446,0.0006805588,0.0009679215,0.00009921597],"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":[0.00007275864,0.0001027428,0.0006137,0.0005854783,0.00003048976,0.0001497581,0.0001274787,0.0007776985,0.9304909,0.01048613,0.001826319,0.05473645],"study_design_scores_gemma":[0.00003137643,0.0001136284,0.004261887,0.0001601389,0.00004821978,0.001544629,0.0002315892,0.03684127,0.9271802,0.01275889,0.01676435,0.0000638779],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01320797,0.001792812,0.9804165,0.0003009257,0.0001508677,0.0002035616,0.0003721496,0.001486919,0.002068371],"genre_scores_gemma":[0.04352736,0.001514876,0.9523561,0.00009703368,0.00003540161,0.0001643229,0.0002920402,0.0003009025,0.001711987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004826061,"threshold_uncertainty_score":0.01776975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007177585573017992,"score_gpt":0.3356007827559249,"score_spread":0.3284231971829069,"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."}}