{"id":"W3138844625","doi":"10.1111/1462-2920.15461","title":"Antibiotic intervention redisposes bacterial interspecific interacting dynamics in competitive environments","year":2021,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Natural Science Foundation of China","keywords":"Pseudomonas aeruginosa; Biology; Microbiology; Antibiotics; Staphylococcus aureus; Quorum sensing; Streptomycin; Bacteria; Aminoglycoside; Interspecific competition; Pathogenic bacteria; Biofilm; Genetics; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001029271,0.0002109192,0.00022031,0.00004925496,0.00005463959,0.00002689287,0.0001185392,0.0002069138,0.0003153008],"category_scores_gemma":[0.00002883672,0.0002330419,0.0001205655,0.00004001662,0.0001797204,0.00001081242,0.0003511873,0.0001628976,0.00007360566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000225627,"about_ca_system_score_gemma":0.0000116163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001393291,"about_ca_topic_score_gemma":0.0002511455,"domain_scores_codex":[0.9985681,0.0001991143,0.000344071,0.0005415709,0.00003294507,0.0003142293],"domain_scores_gemma":[0.9995624,0.00001792139,0.0001244883,0.0002444136,0.000003530368,0.00004721997],"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":[0.0001596585,0.0002561835,0.007146668,0.00000605503,0.00004182324,0.00003950022,0.00004881739,0.000003420621,0.9898913,0.00004690685,0.00006356141,0.002296101],"study_design_scores_gemma":[0.001148946,0.0002622521,0.01266152,0.00007597975,0.00001395291,0.0002976602,0.001888998,0.00002206884,0.9605705,0.000003382676,0.02274974,0.0003050351],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977145,0.0002553539,0.00006450734,0.00009309807,0.001069768,0.0001169822,0.0001640075,0.000005976554,0.0005157908],"genre_scores_gemma":[0.994203,0.0002064608,0.0004710384,0.0001037342,0.0001911046,0.000002160908,0.004290787,0.00002753769,0.0005042019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02932084,"threshold_uncertainty_score":0.9503171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00440794652627833,"score_gpt":0.2042584325887147,"score_spread":0.1998504860624363,"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."}}