{"id":"W4386170263","doi":"10.1016/j.ijbiomac.2023.126509","title":"Lignin-ultrasound method: Enhancement of antimicrobial capacity of MoS2-containing films","year":2023,"lang":"en","type":"article","venue":"International Journal of Biological Macromolecules","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Lignin; Exfoliation joint; Chemical engineering; Antimicrobial; Materials science; Depolymerization; Polyvinyl alcohol; Chemistry; Organic chemistry; Nuclear chemistry; Polymer chemistry; Nanotechnology; Graphene","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00008790939,0.0003427929,0.000100665,0.0001384299,0.00008430322,0.0001214233,0.0001377329,0.0002482691,0.001109817],"category_scores_gemma":[0.0001663802,0.00009815583,0.000136442,0.0001347309,0.00007575096,0.000232802,0.0001058372,0.0003122322,0.0001654567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008093282,"about_ca_system_score_gemma":0.00009278495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004896937,"about_ca_topic_score_gemma":0.00105802,"domain_scores_codex":[0.9999402,0.000006506308,0.000006430029,0.00001422822,0.0000173321,0.00001536955],"domain_scores_gemma":[0.9999297,0.00001699837,0.00001749684,0.000005164205,0.00001676531,0.00001384873],"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":[0.00002517526,0.000007404803,0.00002593901,0.00001971276,0.000001458803,0.00001287323,0.000007520408,0.00001368879,0.9993227,0.00001050076,0.00001040362,0.0005427732],"study_design_scores_gemma":[0.000001734767,0.00004777971,0.0003559144,0.000001361043,0.000003630494,0.00001738318,0.000005015622,0.0001953342,0.9991987,0.00000235401,0.0001695963,0.000001230253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955294,0.0008118565,0.002377551,0.00004358263,0.00002440066,0.00001050544,0.00008007575,0.00005357647,0.001069075],"genre_scores_gemma":[0.9958655,0.0004783327,0.001916723,0.00002835654,0.000009836724,0.00001068992,0.0000797377,0.000009317682,0.001601466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001109817,"threshold_uncertainty_score":0.003712654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925093498025888,"score_gpt":0.3176705944018053,"score_spread":0.2884196594215464,"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."}}