{"id":"W4398244202","doi":"10.1016/j.bioflm.2024.100203","title":"Oxidative stress responses in biofilms","year":2024,"lang":"en","type":"article","venue":"Biofilm","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Oxidative stress; Biofilm; Stress (linguistics); Chemistry; Biology; Bacteria; Biochemistry; Genetics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005904287,0.0007030757,0.0004681977,0.001045014,0.000694147,0.001249411,0.0003603955,0.001391473,0.001757334],"category_scores_gemma":[0.0004199881,0.0002980758,0.0004488018,0.0004952797,0.0003905499,0.0007974979,0.001423834,0.0009721942,0.0006670497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007603876,"about_ca_system_score_gemma":0.0007654662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142329,"about_ca_topic_score_gemma":0.001555722,"domain_scores_codex":[0.9993692,0.0001433075,0.00005405287,0.0001028156,0.0002341789,0.0000964263],"domain_scores_gemma":[0.9996719,0.0000383306,0.0001017852,0.00001206703,0.0001240499,0.00005188935],"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":[0.0001459388,0.0001428197,0.004373138,0.004169597,0.0001316904,0.0008756139,0.0008881692,0.0004038501,0.8575456,0.01006471,0.00554233,0.1157165],"study_design_scores_gemma":[0.00008688842,0.001716732,0.07131103,0.002116607,0.0003735156,0.006053366,0.003362346,0.003701762,0.474881,0.02492795,0.4112381,0.0002306473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2337915,0.6821914,0.03619182,0.008803759,0.002891518,0.0004946011,0.001452497,0.0004087866,0.03377395],"genre_scores_gemma":[0.7542647,0.2036576,0.01750893,0.002291057,0.0006215053,0.0003042781,0.001224962,0.00003059896,0.0200964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001757334,"threshold_uncertainty_score":0.005878806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01453615169939584,"score_gpt":0.265947990178387,"score_spread":0.2514118384789912,"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."}}