{"id":"W4381855209","doi":"10.1007/978-981-99-1968-0_1","title":"Antibacterial Activity of Polyamide and High-Density Polyethylene Nets Grafted with Polyethylene Glycol","year":2023,"lang":"en","type":"book-chapter","venue":"Springer Proceedings in Materials","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Polyethylene glycol; Antibacterial activity; Adhesion; Biofouling; High-density polyethylene; Vibrio harveyi; Chemistry; PEG ratio; Polyethylene; Vibrio vulnificus; Bacteria; Nuclear chemistry; Food science; Organic chemistry; Vibrio; Biology; Biochemistry","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":[0.0001439003,0.0004071895,0.0001617471,0.0002013072,0.00008737284,0.0002101392,0.0002398691,0.0002232456,0.0009252526],"category_scores_gemma":[0.00008756602,0.0001117521,0.0002389499,0.0001262048,0.0001470138,0.0001895957,0.000151134,0.0002355804,0.0002587166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399097,"about_ca_system_score_gemma":0.0001022751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003264199,"about_ca_topic_score_gemma":0.0003231449,"domain_scores_codex":[0.9999207,0.00001152274,0.00000399779,0.00001133294,0.00002473839,0.00002751636],"domain_scores_gemma":[0.9999326,0.00002851221,0.00001206141,0.000004411438,0.000009609064,0.00001278335],"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":[0.0002710116,0.00005336733,0.0001168337,0.00008840926,0.000005866128,0.00004304452,0.00001618714,0.0002717437,0.9921427,0.0001532412,0.00005078195,0.006786853],"study_design_scores_gemma":[0.000007431863,0.001456937,0.001731455,0.00001542637,0.00001473804,0.00008548888,0.00001377768,0.0005475892,0.9943497,0.00004277574,0.001729738,0.000004990554],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790431,0.009564802,0.001089613,0.00003970809,0.00007819647,0.00001872369,0.00008224954,0.00002635463,0.01005726],"genre_scores_gemma":[0.9810832,0.004290013,0.001114905,0.00003589109,0.00003722347,0.00001398787,0.0002034847,0.00001284044,0.01320846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009252526,"threshold_uncertainty_score":0.003095269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008392621496321173,"score_gpt":0.1899420172488064,"score_spread":0.1815493957524852,"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."}}