{"id":"W2922082542","doi":"10.1073/pnas.1819801116","title":"Social cheating in a <i>Pseudomonas aeruginosa</i> quorum-sensing variant","year":2019,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of General Medical Sciences; Canadian Institutes of Health Research; China Scholarship Council","keywords":"Quorum sensing; Pseudomonas aeruginosa; Mutant; Biology; Microbiology; Biofilm; Elastase; Gene; Genetics; Bacteria; Enzyme; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007794875,0.00007844891,0.0001248124,0.00006191586,0.0001013381,0.00001871885,0.0002668791,0.0001120479,0.000002894108],"category_scores_gemma":[0.0001505536,0.00005838212,0.00006415857,0.0003086799,0.0002573455,0.00001536914,0.0001414833,0.00009790542,7.946985e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001276086,"about_ca_system_score_gemma":0.00003388953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000143368,"about_ca_topic_score_gemma":3.301583e-7,"domain_scores_codex":[0.9989949,0.00000720785,0.0002470812,0.000221936,0.0003692092,0.0001596161],"domain_scores_gemma":[0.9996026,0.00001752244,0.0002464266,0.000006647399,0.0001115018,0.00001533423],"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":[0.00001949025,0.00001287998,0.003874481,0.00002014249,0.000005413884,5.63559e-9,0.00007417932,0.00001311603,0.9910919,0.004326907,0.00009749127,0.0004639684],"study_design_scores_gemma":[0.0002324918,0.00004119969,0.02257728,0.00006195981,0.000003594843,0.00001348506,0.0001413509,0.0002678529,0.9749235,0.001241132,0.0004079516,0.00008821411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919516,0.00003950888,2.811239e-7,0.001471284,0.00002853901,0.0001089318,0.000004023439,0.000002653877,0.006393219],"genre_scores_gemma":[0.9981326,0.000007647865,0.001334721,0.0002995203,0.0001441266,6.083192e-7,3.21685e-7,0.000004043598,0.00007637565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0187028,"threshold_uncertainty_score":0.2380754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.020605217143929,"score_gpt":0.2766710278770093,"score_spread":0.2560658107330803,"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."}}