{"id":"W1495848140","doi":"10.1002/9781118135570.ch9","title":"Order from Disorder: Structure, Function, and Dynamics of the HIV‐1 Transactivator of Transcription","year":2011,"lang":"en","type":"other","venue":"","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transactivation; Human immunodeficiency virus (HIV); Transcription (linguistics); Dynamics (music); Order (exchange); Computational biology; Function (biology); Statistical physics; Biology; Mathematics; Evolutionary biology; Transcription factor; Physics; Genetics; Virology; Philosophy; Gene; Economics; Linguistics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000806743,0.0001905106,0.0002139408,0.0002071546,0.0004149442,0.0007965713,0.000216281,0.0002288623,0.004986947],"category_scores_gemma":[0.0001911194,0.0001360302,0.000139848,0.0003060662,0.0005265042,0.0008274919,0.000306937,0.0006669092,0.0006096291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007549213,"about_ca_system_score_gemma":0.0004609243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001217095,"about_ca_topic_score_gemma":0.002150306,"domain_scores_codex":[0.9999659,0.000003717843,0.0000010756,0.000007623282,0.00001438311,0.000007300207],"domain_scores_gemma":[0.9999599,0.00001351412,0.000005126245,0.000005114759,0.000005496753,0.00001078306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000148268,0.00005850504,0.0016965,0.000566523,0.00002264124,0.0002344787,0.0009264018,0.01896329,0.0821542,0.6252062,0.06277417,0.2072488],"study_design_scores_gemma":[0.00002827159,0.00005812168,0.005985123,0.0001699336,0.00002211053,0.0004669271,0.0005225604,0.04651548,0.02954712,0.5643042,0.3523135,0.00006670188],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4160996,0.2277595,0.07153161,0.02137022,0.003089989,0.00007145527,0.002163711,0.001424338,0.2564896],"genre_scores_gemma":[0.7901478,0.1191647,0.01964083,0.001067827,0.00110893,0.00006801372,0.0015416,0.000448175,0.06681202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004986947,"threshold_uncertainty_score":0.01668298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006118472609523562,"score_gpt":0.1940376215249186,"score_spread":0.187919148915395,"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."}}