{"id":"W4321490562","doi":"10.32920/22141301","title":"Effect of carbon on whole-biofilm metabolic response to high doses of streptomycin","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Biofilm; Streptomycin; Pseudomonas aeruginosa; Microbiology; Antibiotics; Stenotrophomonas maltophilia; Biology; Minimum inhibitory concentration; Bacteria; Chemistry; Food science","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":[0.0001467997,0.0004428924,0.0003777448,0.0001735723,0.000178332,0.0005738881,0.0003627432,0.0004855025,0.001784895],"category_scores_gemma":[0.0004954488,0.0001795793,0.0001824826,0.0002056279,0.0002834514,0.0003060694,0.0004184954,0.0004887513,0.0002534549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003624505,"about_ca_system_score_gemma":0.0003860406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003009506,"about_ca_topic_score_gemma":0.003435478,"domain_scores_codex":[0.9997007,0.00006109846,0.00002302135,0.00007756638,0.00008850624,0.00004913493],"domain_scores_gemma":[0.9993767,0.000198594,0.0001024627,0.00005645314,0.0001381307,0.0001277684],"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":[0.0009320792,0.00007314355,0.000373346,0.00004475578,0.000008288823,0.00006111996,0.00003426437,0.0001211911,0.9971554,0.00002780275,0.00005762271,0.001110899],"study_design_scores_gemma":[0.00003169139,0.001410914,0.0204382,0.00001532319,0.00001882616,0.00007971016,0.0001024788,0.001277739,0.9754901,0.00003782618,0.001068435,0.00002874005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977482,0.00034362,0.0003342721,0.0001042767,0.00002934322,0.00002034205,0.0005008354,0.00002446908,0.000894614],"genre_scores_gemma":[0.9969153,0.0002480305,0.001043762,0.00008706292,0.00001072923,0.00003640113,0.0005151585,0.00002117634,0.001122335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003009506,"threshold_uncertainty_score":0.005983949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103050402444669,"score_gpt":0.2697721378934071,"score_spread":0.2587416338689604,"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."}}