{"id":"W6927476999","doi":"10.3389/fmicb.2022.987164.s005","title":"Image_5_Effect of chemical modifications of tannins on their antimicrobial and antibiofilm effect against Gram-negative and Gram-positive bacteria.PDF","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Infections and bacterial resistance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofilm; Derivatization; Antimicrobial; Proanthocyanidin; Ammonium; Antibacterial activity; Escherichia coli; Chemical modification","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004612831,0.0002717011,0.0003650633,0.00009087913,0.00003668129,0.00002275408,0.0001042317,0.0003498058,0.001035328],"category_scores_gemma":[0.000377895,0.0002335378,0.000110089,0.0001068354,0.00008726986,0.000003577188,0.0001051134,0.0001154416,0.00003256416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001144193,"about_ca_system_score_gemma":0.00003916807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002409445,"about_ca_topic_score_gemma":0.00002160943,"domain_scores_codex":[0.999115,0.00008035314,0.0001799279,0.0003942854,0.00006546425,0.0001650021],"domain_scores_gemma":[0.9992553,0.00009831315,0.0002514341,0.0002655452,0.00007930089,0.00005010502],"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":[0.0001018095,0.00004667977,0.00001633751,0.0004072454,0.0001311276,0.000002351248,0.00001646129,3.295464e-7,0.9051123,0.000003614495,0.09288625,0.001275483],"study_design_scores_gemma":[0.0004843396,0.0003174099,0.001233428,0.002430626,0.00003073141,0.000004377375,0.000004576449,0.000004948131,0.9822287,0.000001761954,0.01301332,0.0002457636],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.4044331,0.0003692892,0.000007040906,0.00002308593,0.0002099992,0.001567374,0.5575163,0.00009319556,0.03578062],"genre_scores_gemma":[0.8970753,0.000391449,0.0001797924,0.00005653008,0.0004618831,0.0001433285,0.09204946,0.0005076014,0.00913468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4926421,"threshold_uncertainty_score":0.9998779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007283926345783169,"score_gpt":0.2342714226277916,"score_spread":0.2269874962820085,"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."}}