{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006369417,0.0004212321,0.0006438369,0.0003624563,0.0003339397,0.001150137,0.000731882,0.0004243343,0.00211207],"category_scores_gemma":[0.001542772,0.000478858,0.0006299138,0.0003404994,0.0008939348,0.001279874,0.0007116395,0.0009542897,0.0003912818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006972526,"about_ca_system_score_gemma":0.000381983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004509874,"about_ca_topic_score_gemma":0.0004245621,"domain_scores_codex":[0.9996148,0.00009779095,0.00002514113,0.0001133122,0.00009901561,0.00004986939],"domain_scores_gemma":[0.998814,0.0007378873,0.0001111764,0.0002034384,0.00006202136,0.00007145079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004522222,0.0003240427,0.0136616,0.0004793525,0.0004171399,0.0004398386,0.0003815044,0.1088646,0.7438165,0.09513259,0.0004407079,0.03558993],"study_design_scores_gemma":[0.0000348332,0.0002044511,0.0251005,0.00001389994,0.0001792382,0.0002006639,0.0001035755,0.751969,0.1490932,0.07099409,0.002058814,0.00004775518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6784289,0.0004805028,0.3150356,0.0003354207,0.00003914171,0.00006978588,0.0001754041,0.001186816,0.004248259],"genre_scores_gemma":[0.9874167,0.0001593533,0.01164985,0.00004307759,0.00001414839,0.00005932061,0.0001376216,0.00005805979,0.0004617872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00211207,"threshold_uncertainty_score":0.007065535,"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."}}