{"id":"W4391188341","doi":"10.1016/j.colsurfa.2024.133335","title":"Polymer brush construction with interface-mediated RAFT polymerization technique for glutathione determination","year":2024,"lang":"en","type":"article","venue":"Colloids and Surfaces A Physicochemical and Engineering Aspects","topic":"Luminescence and Fluorescent Materials","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Environment","funders":"Gazi Üniversitesi","keywords":"Raft; Brush; Polymer brush; Reversible addition−fragmentation chain-transfer polymerization; Polymerization; Polymer; Polymer chemistry; Interface (matter); Glutathione; Chain transfer; Chemistry; Materials science; Chemical engineering; Radical polymerization; Organic chemistry; Molecule; Engineering; Composite material","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":[0.000237376,0.000392631,0.0002649596,0.0002554228,0.0002328253,0.0002485929,0.0002746801,0.0003568488,0.0008667525],"category_scores_gemma":[0.0001647722,0.000246904,0.0002891932,0.0002085082,0.0001696426,0.0004259644,0.0004067879,0.0006785739,0.0003770516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001802521,"about_ca_system_score_gemma":0.0001745964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002492713,"about_ca_topic_score_gemma":0.0007346163,"domain_scores_codex":[0.9998701,0.00001504734,0.000009251443,0.0000357743,0.00004293698,0.0000269345],"domain_scores_gemma":[0.9999276,0.00001204145,0.00001523247,0.00001248728,0.00001859063,0.00001398072],"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":[0.00001151689,0.000008586077,0.00003738589,0.0000285512,0.000003108002,0.00002155809,0.00001151364,0.00002804948,0.9981692,0.0001205976,0.00002674444,0.001533158],"study_design_scores_gemma":[0.000003919215,0.00004202012,0.000276579,0.000002127837,0.000005785247,0.00005862254,0.000006109832,0.0007398251,0.9975162,0.00004155359,0.001302947,0.0000043665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936185,0.002346069,0.05756562,0.0002057077,0.00007274242,0.0001187905,0.0001996792,0.0004015244,0.002904877],"genre_scores_gemma":[0.9574038,0.001609189,0.03636185,0.00008500581,0.00001749887,0.0001161554,0.0002587856,0.00005636386,0.004091316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008667525,"threshold_uncertainty_score":0.002899528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004295269825185678,"score_gpt":0.2070164925111747,"score_spread":0.202721222685989,"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."}}