{"id":"W2583496572","doi":"10.1017/s1431927616012708","title":"Visualization of Cellular Components in a Mammalian Cell with Liquid-Cell Transmission Electron Microscopy","year":2017,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Max-Planck-Gesellschaft","keywords":"Transmission electron microscopy; Electron microscope; Cell; Intracellular; Microscopy; Materials science; Biophysics; Cell membrane; Vesicle; Chemistry; Membrane; Nanotechnology; Optics; Biology; Biochemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000154603,0.0002709853,0.0003442721,0.0001312177,0.0003092227,0.00006102112,0.0003490389,0.0001847468,0.00001279253],"category_scores_gemma":[0.000003819421,0.0002555718,0.0001031588,0.0001485155,0.0002057816,0.00001813077,0.00008664231,0.0001273163,0.000001808411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002722191,"about_ca_system_score_gemma":0.00005764934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002223599,"about_ca_topic_score_gemma":0.00009385414,"domain_scores_codex":[0.998557,0.00004727781,0.0003626094,0.0005667899,0.00009570995,0.0003705887],"domain_scores_gemma":[0.9988372,0.000005478157,0.0003474275,0.0006408818,0.00008145927,0.00008760588],"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":[0.0004332503,0.0002351551,0.00341902,0.00007884628,0.00002493416,0.000001797993,0.00006441093,0.00001786265,0.9954213,0.00001752474,0.00009507464,0.0001908187],"study_design_scores_gemma":[0.000959476,0.0005535453,0.0004841361,0.00004542909,0.00009596368,0.000003853775,0.00002760251,0.00003744992,0.9891884,0.00002078204,0.008301013,0.0002823689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8873482,0.001964594,0.1100747,0.00005933832,0.000008842636,0.0002859583,0.00002528706,0.00001117974,0.0002218707],"genre_scores_gemma":[0.9857658,0.001528911,0.01142683,0.00006343456,0.00002176679,0.00003219017,0.0002826629,0.00004178432,0.0008366473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09864789,"threshold_uncertainty_score":0.9999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006724322706823552,"score_gpt":0.2980643431466776,"score_spread":0.291340020439854,"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."}}