{"id":"W2478567115","doi":"10.1016/j.chembiol.2016.07.002","title":"Spying on Cells: Toward a Perfect Sleeper Agent","year":2016,"lang":"en","type":"letter","venue":"Cell chemical biology","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Zebrafish; Green fluorescent protein; Cell biology; Apoptosis; In vivo; Fluorescence; Espionage; Nanotechnology; Chemistry; Biology; Biochemistry; Materials science; Biotechnology; Gene; Physics; Political science","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001131492,0.0006394008,0.0005174546,0.00008508428,0.00005479246,0.00001782767,0.0007746321,0.002686886,0.0001578546],"category_scores_gemma":[0.00006995451,0.0004951571,0.0003400128,0.00005810664,0.0004237983,0.00000228364,0.000418813,0.001191129,0.0002867629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112269,"about_ca_system_score_gemma":0.00007541603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005178419,"about_ca_topic_score_gemma":1.559941e-7,"domain_scores_codex":[0.9971213,0.0001238129,0.0003815627,0.001341002,0.0001276843,0.0009046107],"domain_scores_gemma":[0.9986531,0.00005655989,0.0002016098,0.0009050311,0.00007892174,0.0001048273],"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":[0.00004063462,0.00001819988,0.000009772173,0.00004862233,0.00002199196,0.00002405044,0.000005317687,8.663159e-8,0.6215014,0.000002716003,0.3767479,0.001579319],"study_design_scores_gemma":[0.0001579254,0.0002057008,2.00404e-7,0.0000346238,0.0000140652,0.000006684406,0.00000121479,3.668844e-7,0.5208099,0.0001046168,0.4783219,0.0003427533],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1905376,0.01709589,0.09627523,0.5995522,0.01142119,0.007694743,0.00363307,0.002135856,0.07165419],"genre_scores_gemma":[0.05789362,0.002269124,0.01888215,0.8892419,0.01916832,0.0004554566,0.004118651,0.0005056296,0.007465141],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2896897,"threshold_uncertainty_score":0.99975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294608447848265,"score_gpt":0.2670066856062506,"score_spread":0.2540606011277679,"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."}}