{"id":"W3161891267","doi":"10.32732/ase.2021.13.1.1","title":"Synthesis of Antibacterial Coating Using Chitosan, Polyethylene Glycol and Silver Nanoparticles and Investigation of Their Antibacterial Properties","year":2021,"lang":"en","type":"article","venue":"Advances in Sciences and Engineering","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Chitosan; Polyethylene glycol; Coating; Silver nanoparticle; Antibacterial activity; Materials science; Nanoparticle; Acinetobacter baumannii; Nuclear chemistry; Antibacterial agent; Pseudomonas aeruginosa; Chemistry; Nanotechnology; Bacteria; Organic chemistry; Antibiotics","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":[0.0001588345,0.0004095273,0.0001958156,0.0003044136,0.0001435993,0.0001719456,0.0001794159,0.0003568393,0.0004847144],"category_scores_gemma":[0.0001745135,0.0002043381,0.0002833755,0.0002126709,0.0001206775,0.0001684625,0.0001298945,0.0002480377,0.0001279828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027802,"about_ca_system_score_gemma":0.0002062411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008706051,"about_ca_topic_score_gemma":0.001638641,"domain_scores_codex":[0.9998872,0.00000819026,0.00001062891,0.00002103434,0.00005096506,0.00002186923],"domain_scores_gemma":[0.9998711,0.00001474462,0.00004012811,0.00001009679,0.00004396502,0.00001982292],"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":[0.00001374628,0.000008206723,0.00004219066,0.00004608085,0.000002397754,0.00002972558,0.000005041907,0.00004848239,0.9984993,0.00002250452,0.00001286259,0.001269538],"study_design_scores_gemma":[0.000003424872,0.000133577,0.0009141541,0.00000308873,0.000008894435,0.00008143065,0.000004425769,0.0004362277,0.997797,0.000006805833,0.0006074515,0.000003369893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756225,0.004096365,0.01587366,0.00013428,0.00008717019,0.0001270005,0.0001471939,0.0001128904,0.003798843],"genre_scores_gemma":[0.9775979,0.00159163,0.01719969,0.00005598655,0.00001265896,0.00004328542,0.0001380913,0.00002461629,0.00333609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008706051,"threshold_uncertainty_score":0.001731038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593131820308794,"score_gpt":0.2304571499807543,"score_spread":0.2145258317776663,"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."}}