{"id":"W3199146007","doi":"10.1021/acs.biomac.1c00870","title":"Self-Assembly Pathways and Antimicrobial Properties of Lysozyme in Different Aggregation States","year":2021,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Proteins in Food Systems","field":"Agricultural and Biological Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; Eidgenössische Technische Hochschule Zürich; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Lysozyme; Antimicrobial; Chemistry; Candida albicans; Amyloid (mycology); Microbiology; Bacteria; Escherichia coli; Staphylococcus aureus; Antimicrobial peptides; Biochemistry; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009967184,0.0001186542,0.00005110474,0.0001317668,0.00009202337,0.0001280066,0.00008049219,0.0001514602,0.0004103405],"category_scores_gemma":[0.0001566955,0.00006080794,0.0001198294,0.00009093618,0.0001348617,0.0002060703,0.00007091052,0.0002064961,0.00007361359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094595,"about_ca_system_score_gemma":0.00006162767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002382301,"about_ca_topic_score_gemma":0.0002566901,"domain_scores_codex":[0.9999498,0.000009530032,0.000003977731,0.00001249822,0.00001267867,0.00001164343],"domain_scores_gemma":[0.9999311,0.00001276452,0.00002565871,0.000003979653,0.00001774433,0.000008784103],"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":[0.00006443716,0.00002009381,0.001226869,0.00003365276,0.000006631731,0.00004273068,0.00006773177,0.0001743531,0.9963554,0.0001959998,0.00004221401,0.001769793],"study_design_scores_gemma":[0.000009355786,0.0003148055,0.02711273,0.00001029517,0.000013677,0.000200501,0.0001217474,0.004743033,0.9656774,0.0003630372,0.001420059,0.00001330413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976633,0.0005740102,0.001066058,0.00002215295,0.000003231562,0.000005694059,0.00005435722,0.00001293456,0.0005983045],"genre_scores_gemma":[0.9985281,0.0002367415,0.0006857747,0.00001718132,0.00000185416,0.000008992152,0.00008435507,0.000004650852,0.0004321689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004103405,"threshold_uncertainty_score":0.001372755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971931502660685,"score_gpt":0.1931271044861898,"score_spread":0.1734077894595829,"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."}}