{"id":"W4360615933","doi":"10.3390/polym15061586","title":"Silver Nanoparticles as Antifungal Agents in Acrylic Latexes: Influence of the Initiator Type on Nanoparticle Incorporation and Aureobasidium pullulans Resistance","year":2023,"lang":"en","type":"article","venue":"Polymers","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; FPInnovations","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Potassium persulfate; Miniemulsion; Aureobasidium pullulans; Silver nanoparticle; Chemical engineering; Materials science; Polymerization; Acrylic acid; Chemistry; Polymer; Polymer chemistry; Nanoparticle; Nuclear chemistry; Monomer; Organic chemistry; Composite material; Nanotechnology","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":[0.0002608921,0.0004798321,0.0002387824,0.0002081405,0.0001099182,0.0003336965,0.0001849258,0.0003247942,0.0005678266],"category_scores_gemma":[0.0003528832,0.0002109645,0.0002379686,0.0001491665,0.0001562864,0.0002407294,0.0001713342,0.0003102843,0.0002666382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730121,"about_ca_system_score_gemma":0.0001193021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006883672,"about_ca_topic_score_gemma":0.001074929,"domain_scores_codex":[0.999731,0.00005582529,0.000033728,0.00006238842,0.00008152393,0.0000354839],"domain_scores_gemma":[0.9996486,0.0001021132,0.0001143281,0.00002299022,0.00005797446,0.00005417275],"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":[0.00002936027,0.000008230211,0.00003288987,0.00002272064,0.00000197155,0.00001261343,0.000005874758,0.00002566547,0.9995233,0.000003974514,0.00000324905,0.0003301175],"study_design_scores_gemma":[0.000003607062,0.0001061915,0.0005791349,0.000002573965,0.000006715135,0.00001982513,0.000004905824,0.0002687614,0.9988036,0.000002474522,0.0001998705,0.000002327762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961522,0.001540675,0.001325471,0.00003046901,0.0000168237,0.00001766336,0.00007844564,0.00005140864,0.0007867892],"genre_scores_gemma":[0.9946161,0.000909447,0.002963066,0.00002190683,0.000006813664,0.00002017325,0.0001126382,0.00003467585,0.001315209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006883672,"threshold_uncertainty_score":0.00189954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538083747879623,"score_gpt":0.2330173865060246,"score_spread":0.2176365490272283,"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."}}