{"id":"W1991394186","doi":"10.1261/rna.7271405","title":"In vitro RNA random pools are not structurally diverse: A computational analysis","year":2005,"lang":"en","type":"article","venue":"RNA","topic":"RNA and protein synthesis mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"School of Medicine, New York University; York University; National Science Foundation","keywords":"Biology; Computational biology; RNA; In vitro; Genetics; Evolutionary biology; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001299471,0.0001146896,0.0001896023,0.00008716122,0.00005011771,0.00002471416,0.0001465873,0.00009478982,0.0001774112],"category_scores_gemma":[0.00004093721,0.0001056454,0.0001500585,0.0001486131,0.0000219478,0.000006100371,0.00005021584,0.00005355164,0.0000245293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001711936,"about_ca_system_score_gemma":0.0000250392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002282936,"about_ca_topic_score_gemma":0.00004099556,"domain_scores_codex":[0.9991958,0.00006582799,0.0001764146,0.0002449251,0.0001500849,0.0001670022],"domain_scores_gemma":[0.9996305,0.0000163412,0.00008808585,0.0001683539,0.00004280218,0.00005393781],"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":[0.0003778127,0.00002144663,0.0001528573,0.000004165695,0.0001812632,0.000007191512,0.00003347333,0.006124301,0.982553,0.00004491311,0.0002714606,0.01022813],"study_design_scores_gemma":[0.001118066,0.00002675939,0.003736343,0.000004982398,0.00008655044,0.000004167607,0.0000382397,0.001487607,0.9900351,0.000272827,0.003005004,0.0001843956],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990741,0.0002267798,0.007625844,0.0006987837,0.00005974797,0.0001398691,0.00005603677,0.000008276332,0.0004436703],"genre_scores_gemma":[0.9927109,0.00002421053,0.005701738,0.0007353489,0.0001975184,0.00001210937,0.00009111388,0.000009123608,0.0005179002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01004373,"threshold_uncertainty_score":0.4308094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009576684213191031,"score_gpt":0.2436037865581533,"score_spread":0.2340271023449623,"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."}}