{"id":"W2910415259","doi":"10.1002/anie.201813810","title":"Antibacterial Activity of Polymers: Discussions on the Nature of Amphiphilic Balance","year":2019,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Amphiphile; Balance (ability); Nanotechnology; Polymer; Biochemical engineering; Computer science; Combinatorial chemistry; Chemistry; Materials science; Organic chemistry; Engineering; Biology; Copolymer","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":[0.0009801362,0.0003806043,0.0003863143,0.0004858984,0.0005843813,0.00111856,0.0004690567,0.001677572,0.001139433],"category_scores_gemma":[0.0006222125,0.0002147208,0.0002569817,0.0002245559,0.002787061,0.002696645,0.000727834,0.002148604,0.00032875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006287667,"about_ca_system_score_gemma":0.0002544032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001065142,"about_ca_topic_score_gemma":0.0001011478,"domain_scores_codex":[0.9996924,0.00008915238,0.00001961371,0.00004894493,0.00011109,0.00003872771],"domain_scores_gemma":[0.9998059,0.0001340828,0.00002149931,0.000007932163,0.00001793907,0.00001270664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009168343,0.00006242602,0.0001577661,0.001272088,0.00001908101,0.0007309451,0.000657179,0.001555797,0.1604283,0.7755632,0.003034446,0.05642699],"study_design_scores_gemma":[0.00004177988,0.0008852172,0.00069514,0.0007066228,0.00004194904,0.002187586,0.0003423995,0.004966076,0.1920774,0.3029151,0.4950656,0.00007504917],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09014291,0.6139544,0.1084111,0.05048065,0.004446395,0.0001324626,0.0001408333,0.0001340912,0.1321571],"genre_scores_gemma":[0.607781,0.3172656,0.03484796,0.01325933,0.004617725,0.0004082918,0.0000639162,0.0001174846,0.02163869],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001677572,"threshold_uncertainty_score":0.005183518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00912873598547484,"score_gpt":0.2486583766150832,"score_spread":0.2395296406296084,"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."}}