{"id":"W3111377715","doi":"10.1111/mmi.14663","title":"The <i>Escherichia coli</i> FadR transcription factor: Too much of a good thing?","year":2020,"lang":"en","type":"review","venue":"Molecular Microbiology","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Danone Institute of Canada","keywords":"Escherichia coli; Biology; Biochemistry; Gene; Overproduction; Transcription factor; Transcription (linguistics)","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000175806,0.0006164868,0.001293765,0.00006824009,0.0001243733,0.00003796212,0.001045006,0.001749553,0.00001232966],"category_scores_gemma":[0.00006867083,0.0004435793,0.0008260058,0.0002472218,0.0004230403,0.000001710898,0.00035603,0.0005473842,0.00002449675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003101425,"about_ca_system_score_gemma":0.0003188612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001034663,"about_ca_topic_score_gemma":0.00001469572,"domain_scores_codex":[0.9972805,0.0004548602,0.0008372392,0.0008193287,0.00007185536,0.0005362303],"domain_scores_gemma":[0.9984148,0.00002978123,0.0005256884,0.0008377503,0.0001032374,0.00008878184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002985504,0.00003662941,3.385112e-7,0.000594025,0.0003981077,0.000009278,0.00001365836,1.533551e-7,0.8685841,0.0002365221,0.0007941503,0.1293032],"study_design_scores_gemma":[0.0002146761,0.0004579503,3.654795e-7,0.0001563989,0.0002522148,0.00007820177,0.000008354824,3.335349e-7,0.1906033,0.00002154909,0.807849,0.0003576691],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002863363,0.9940388,0.0005852619,0.0002409705,0.0006732853,0.0008454067,0.0005347395,0.00003041886,0.0001877831],"genre_scores_gemma":[0.002917937,0.9947814,0.0004526159,0.0003543944,0.0001701527,0.00007240404,0.0009869778,0.00009751257,0.0001665944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8070548,"threshold_uncertainty_score":0.9998016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211836797224311,"score_gpt":0.2458795699210826,"score_spread":0.2337612019488395,"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."}}