{"id":"W1977320831","doi":"10.1017/s1431927609094598","title":"Convenient Electron Optics Set Up for Zernike Phase Microscopy in TEM","year":2009,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology","funders":"","keywords":"Zernike polynomials; Electron microscope; Microscopy; Optics; Microanalysis; Materials science; Phase contrast microscopy; Transmission electron microscopy; Physics; Chemistry","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":[0.000963782,0.00118445,0.0007652168,0.001190631,0.001419197,0.0007147469,0.001102047,0.0008097655,0.01994088],"category_scores_gemma":[0.001997037,0.001563289,0.0004216977,0.0009249023,0.0006322372,0.001353868,0.001054297,0.002819908,0.005250529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004642418,"about_ca_system_score_gemma":0.0006588827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003655791,"about_ca_topic_score_gemma":0.002281687,"domain_scores_codex":[0.9994059,0.00009610531,0.00008585805,0.00009467453,0.0002452705,0.00007220189],"domain_scores_gemma":[0.9980976,0.0005148632,0.0001394526,0.0007330593,0.0004287107,0.00008634115],"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":[0.0003511919,0.0001285386,0.0006276593,0.0004162259,0.00002625132,0.000344912,0.000210405,0.0004594292,0.9511833,0.01242814,0.007700606,0.02612334],"study_design_scores_gemma":[0.0001361565,0.0001651653,0.002628412,0.00007679898,0.00003674833,0.001134913,0.00007989196,0.002997834,0.9397646,0.002174442,0.05074034,0.00006478382],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09572927,0.001628768,0.8706654,0.000876261,0.001307848,0.001403486,0.002766876,0.008150746,0.0174714],"genre_scores_gemma":[0.1340583,0.001244835,0.8465713,0.0003767987,0.000166164,0.002049925,0.002352848,0.002679179,0.01050064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01994088,"threshold_uncertainty_score":0.06670892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008724436292842211,"score_gpt":0.3522145982123252,"score_spread":0.343490161919483,"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."}}