{"id":"W2102464076","doi":"10.1038/msb4100045","title":"Systems‐level analyses identify extensive coupling among gene expression machines","year":2006,"lang":"en","type":"article","venue":"Molecular Systems Biology","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Library science; Research center; Medicine; Computer science; Pathology","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":[0.0002276099,0.0004119752,0.0004647395,0.0001616636,0.0002596836,0.0001264575,0.0003264852,0.0004814792,0.00001352591],"category_scores_gemma":[0.0000905559,0.0003487827,0.0002798271,0.0001749822,0.0001574979,0.000009970449,0.0002372363,0.0001441962,0.00002847936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003227661,"about_ca_system_score_gemma":0.00005716167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002198266,"about_ca_topic_score_gemma":0.00003477034,"domain_scores_codex":[0.9975098,0.000283128,0.0006294658,0.0008547562,0.0002002989,0.0005225546],"domain_scores_gemma":[0.9983906,0.00002143276,0.0003666587,0.0007453754,0.000323261,0.000152649],"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":[0.00004393051,0.00006804424,0.02068753,0.00007023867,0.00009812497,0.00005085654,0.000005090007,0.02546821,0.9497882,0.0001708215,0.003521268,0.00002770765],"study_design_scores_gemma":[0.0009781662,0.0003283935,0.009087805,0.0001346434,0.0001168756,0.0001447086,0.00008350968,0.005071499,0.9794762,0.0001395111,0.003638629,0.000800067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9228593,0.01720527,0.05704135,0.00001238908,0.001632177,0.0004797378,0.0001464597,0.00007096004,0.0005523852],"genre_scores_gemma":[0.9968876,0.00007296102,0.0001769355,0.00007875598,0.0008631365,0.0001931866,0.0008660446,0.00006480669,0.0007965248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07402838,"threshold_uncertainty_score":0.9998964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414680574419532,"score_gpt":0.3190147926684779,"score_spread":0.2948679869242826,"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."}}