{"id":"W7028850201","doi":"","title":"A fourdimensional microscope for single molecule studies in living cells using astigmatic axial resolution enhancement","year":2015,"lang":"en","type":"dissertation","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"European Commission","keywords":"Nucleofection; Proteogenomics; TSG101; Diafiltration; Tubulopathy; Hyporeflexia","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":[0.0008123685,0.0003498355,0.0005415095,0.0008225829,0.0004790201,0.00001918183,0.0008203152,0.0003429546,0.00001648141],"category_scores_gemma":[0.0002853982,0.0004819158,0.000229392,0.0004425863,0.0006880788,0.00005514111,0.0007990612,0.0004953722,0.000001451597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007005373,"about_ca_system_score_gemma":0.000852439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002424711,"about_ca_topic_score_gemma":0.002138534,"domain_scores_codex":[0.9972607,0.0003690083,0.0002518205,0.0008203181,0.0005527853,0.0007453708],"domain_scores_gemma":[0.9978736,0.0001658999,0.0003324591,0.0004529285,0.0009905471,0.0001845376],"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":[0.00223117,0.0002833807,0.00007873481,0.0005008428,0.000158606,0.00005714191,0.001961621,0.0002189515,0.991115,0.00007986147,0.002692824,0.0006218893],"study_design_scores_gemma":[0.004274606,0.005370331,0.0003519605,0.005140909,0.0003197602,0.00002409164,0.07781027,0.0048793,0.8305547,0.002630742,0.06680784,0.001835496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9242567,0.0008651279,0.06999931,0.00003767042,0.0002266357,0.001820057,0.000449828,0.00003190808,0.00231275],"genre_scores_gemma":[0.4056928,0.007709402,0.5672987,0.00002953135,0.0002234806,0.000007420989,0.004276201,0.0001935318,0.01456898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5185639,"threshold_uncertainty_score":0.9997633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04929392163360176,"score_gpt":0.3394593254120095,"score_spread":0.2901654037784078,"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."}}