{"id":"W4247104767","doi":"10.3410/f.737533961.793573796","title":"Faculty Opinions recommendation of Stepwise promoter melting by bacterial RNA polymerase.","year":2020,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Clinical Research Institute","funders":"","keywords":"RNA polymerase; Polymerase; Computational biology; Biology; Genetics; RNA; Gene","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":[0.0006583671,0.0004571476,0.0006307566,0.0001050664,0.00017341,0.00008929874,0.0009865566,0.0007151581,0.0001827414],"category_scores_gemma":[0.002685318,0.0003123493,0.0005022269,0.0006996436,0.0002468786,0.00002449317,0.0005647737,0.0005643125,0.00002454673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003286945,"about_ca_system_score_gemma":0.0003519647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002709912,"about_ca_topic_score_gemma":0.000002165551,"domain_scores_codex":[0.9965486,0.0003338625,0.001219555,0.000846881,0.0007613744,0.0002897354],"domain_scores_gemma":[0.9948845,0.00001751796,0.001298322,0.001073418,0.00248406,0.0002422155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003819082,0.0002355763,0.00000162454,0.002559384,0.0001529763,9.930983e-8,0.00003391185,5.189167e-8,0.003580926,0.000009483862,0.9911237,0.002264122],"study_design_scores_gemma":[0.0004951618,0.0003328023,0.0001285826,0.001915221,0.0001411648,0.00001806901,0.00001489336,0.000002832572,0.004425911,0.000002824154,0.9922057,0.000316841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000009020789,0.001370786,0.0000492115,0.09353209,0.0009827833,0.0009486607,0.9030674,0.00001344276,0.00002664926],"genre_scores_gemma":[0.00005652328,0.000658141,0.0003820374,0.002158864,0.001057981,0.0001022791,0.9946198,0.00003400069,0.0009304076],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0915524,"threshold_uncertainty_score":0.9999329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087081865050574,"score_gpt":0.3206001664774144,"score_spread":0.2997293478269086,"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."}}