{"id":"W4322757851","doi":"10.1371/journal.pgen.1010648","title":"Sticky decisions: The multilayered regulation of adhesin production by bacteria","year":2023,"lang":"en","type":"letter","venue":"PLoS Genetics","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Biology; Bacterial adhesin; Bacteria; Production (economics); Microbiology; Cell biology; Computational biology; Genetics; Escherichia coli; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002561033,0.0005750231,0.0008399684,0.0002625723,0.001274573,0.002780699,0.001036258,0.01436243,0.00382087],"category_scores_gemma":[0.008838082,0.0004692052,0.0005295087,0.0002220784,0.003171324,0.002292243,0.00114609,0.01414991,0.002205339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637049,"about_ca_system_score_gemma":0.0008005748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001365198,"about_ca_topic_score_gemma":0.001817343,"domain_scores_codex":[0.9989153,0.0002923675,0.00008319903,0.0001831836,0.0003774244,0.0001484542],"domain_scores_gemma":[0.9947942,0.003417921,0.0003167219,0.0003060379,0.0005862575,0.0005788541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008558769,0.00008760703,0.001022208,0.0001625005,0.00007497072,0.002770697,0.0003168668,0.0004169183,0.007661883,0.02087533,0.9126213,0.05313386],"study_design_scores_gemma":[0.0004370138,0.0002718739,0.003596206,0.0001537911,0.00006118297,0.002558772,0.0006001447,0.003092242,0.00654448,0.07733866,0.9052052,0.0001404901],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004013438,0.008392313,0.001427364,0.9192767,0.06194371,0.00001656522,0.00008841978,0.000099951,0.004741444],"genre_scores_gemma":[0.06853692,0.01058053,0.001463603,0.7500892,0.1360615,0.00008470984,0.00007846104,0.0001016104,0.03300354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01436243,"threshold_uncertainty_score":0.0135442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05576685624992931,"score_gpt":0.2266571425760699,"score_spread":0.1708902863261406,"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."}}