{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000933285,0.0001171149,0.0001916431,0.00001505932,0.000051576,0.00004858304,0.0001026693,0.00006908862,0.00000602972],"category_scores_gemma":[0.00002506235,0.00004480627,0.00004187141,0.0001656499,0.00004421444,0.00005835923,0.00009982287,0.00003713874,0.00000306005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001991523,"about_ca_system_score_gemma":0.00001066851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001740765,"about_ca_topic_score_gemma":0.0005650694,"domain_scores_codex":[0.9991158,0.0001193687,0.0002401621,0.0002304111,0.0001273719,0.0001668829],"domain_scores_gemma":[0.9997389,0.00002586105,0.00008579021,0.00005124026,0.0000620615,0.00003612672],"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":[0.00001188556,0.0001189957,0.002882704,0.00006584819,0.00001160049,0.0000179842,0.0002154599,2.128066e-7,0.9903803,0.0001063601,0.00001567143,0.006172905],"study_design_scores_gemma":[0.0001396888,0.00008932422,0.02254804,0.0001323095,0.000004726733,0.00002142051,0.0002192665,0.00006900371,0.9763908,0.0001002837,0.0001704945,0.0001145981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979948,0.001312107,0.000002254355,0.0003235948,0.00005805666,0.000176246,0.00003215254,0.00003948574,0.00006126909],"genre_scores_gemma":[0.9996477,0.0001283833,0.0001027036,0.00002673835,0.00004148128,0.00001317454,0.00002772826,0.000001112276,0.0000109709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01966533,"threshold_uncertainty_score":0.1827147,"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."}}