{"id":"W4321490205","doi":"10.32920/22141280","title":"Species Interaction and Selective Carbon Addition During Antibiotic Exposure Enhances Bacterial Survival","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","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":"Stenotrophomonas maltophilia; Biofilm; Pseudomonas aeruginosa; Microbiology; Stenotrophomonas; Antibiotics; Streptomycin; Biology; Metagenomics; Pseudomonas; Chemistry; Bacteria; Biochemistry; Gene; Genetics","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":[0.0001368624,0.0002851379,0.0003581792,0.0001862089,0.0002253222,0.0004268163,0.0002139277,0.0004921749,0.00238701],"category_scores_gemma":[0.0003272615,0.0001658358,0.0002328035,0.0001537454,0.0001873369,0.0002735544,0.0005515408,0.0003717311,0.0005222681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000237529,"about_ca_system_score_gemma":0.0002990641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226443,"about_ca_topic_score_gemma":0.001731919,"domain_scores_codex":[0.9997439,0.00003830916,0.00001328244,0.00007509703,0.00007009158,0.00005945277],"domain_scores_gemma":[0.9998398,0.00003313259,0.00003298442,0.00001586501,0.00003387829,0.00004431881],"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":[0.00005582161,0.00001537651,0.0002934569,0.00002879469,0.000002914405,0.00002407293,0.00001139013,0.00003800942,0.9983904,0.00001993059,0.0000651783,0.001054662],"study_design_scores_gemma":[0.000009044493,0.0002855761,0.01614639,0.00001083885,0.00001855208,0.000120232,0.00006572924,0.001771556,0.9787086,0.0001024432,0.002748762,0.00001220069],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933956,0.001075785,0.001922771,0.0003057417,0.0001132995,0.00002377637,0.000343389,0.0001136234,0.002706066],"genre_scores_gemma":[0.9961358,0.0003557718,0.001602323,0.000101597,0.00001856372,0.00001968557,0.0002101319,0.00003174533,0.00152437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00238701,"threshold_uncertainty_score":0.007985353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121355665937248,"score_gpt":0.2388246917016743,"score_spread":0.2176111350423018,"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."}}