{"id":"W2033625290","doi":"10.1016/j.ultramic.2006.05.001","title":"Bright-field TEM imaging of single molecules: Dream or near future?","year":2006,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; National Institute for Nanotechnology","funders":"","keywords":"Brightness; Electron; Optics; Molecule; Scanning transmission electron microscopy; Radiation; Transmission electron microscopy; Radiation damage; Chemistry; Materials science; Physics","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":[0.01064866,0.000841918,0.001544026,0.0008179897,0.001173356,0.003803282,0.00272258,0.005012008,0.009723401],"category_scores_gemma":[0.005103591,0.0007316739,0.0006626018,0.0007267296,0.003533718,0.01721774,0.001820667,0.004761111,0.003149578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393638,"about_ca_system_score_gemma":0.003383282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00170835,"about_ca_topic_score_gemma":0.002851463,"domain_scores_codex":[0.9993491,0.0002000484,0.00005316884,0.0000731324,0.0001646543,0.0001599421],"domain_scores_gemma":[0.99573,0.001328761,0.0002458729,0.000336791,0.001080912,0.001277682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001879479,0.000622004,0.006996217,0.00746104,0.0003684049,0.001300364,0.001105501,0.003418928,0.0489878,0.2214718,0.1930589,0.5133296],"study_design_scores_gemma":[0.0002568021,0.001037035,0.004818898,0.003295213,0.000288358,0.005073851,0.004247935,0.01691445,0.0227808,0.2865312,0.6544244,0.000331137],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02437609,0.610433,0.1189175,0.2192488,0.005140774,0.0001327105,0.001049613,0.001880461,0.01882095],"genre_scores_gemma":[0.2725619,0.4419903,0.230703,0.02463295,0.006400474,0.0004278292,0.002088571,0.0002718771,0.02092318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01064866,"threshold_uncertainty_score":0.05631614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003548959757339442,"score_gpt":0.2739647868160387,"score_spread":0.2704158270586993,"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."}}