{"id":"W4281658202","doi":"10.32920/19911589","title":"Phosphonium Containing UV-Curable Antimicrobials for the Coating and Fabrication of Common Touch Plastics","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Biocide; Biofilm; Antimicrobial; Materials science; Biofouling; Coating; Phosphonium; Alkyl; Polypropylene; Nanotechnology; Chemical engineering; Bacteria; Chemistry; Composite material; Organic chemistry; Polymer chemistry","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":[0.0001429126,0.0004738742,0.0001608919,0.0003012487,0.0001616347,0.0003035945,0.0003001653,0.0003844931,0.001660544],"category_scores_gemma":[0.0002211915,0.0002722447,0.0002189557,0.0001864592,0.0002030191,0.0003415685,0.000301603,0.0003968776,0.0008015136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002543617,"about_ca_system_score_gemma":0.0001431407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003195419,"about_ca_topic_score_gemma":0.0005880792,"domain_scores_codex":[0.9998518,0.00001330231,0.000009033591,0.00003193198,0.00006350537,0.00003032647],"domain_scores_gemma":[0.9999176,0.00001247482,0.00003063392,0.00001375456,0.00001232109,0.00001327846],"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":[0.00001386562,0.000005495832,0.00003059269,0.00007283049,0.000002853542,0.00004116469,0.000009840436,0.0001346265,0.9967688,0.0001593363,0.0000574036,0.002703132],"study_design_scores_gemma":[0.00000228023,0.00005550346,0.0002447599,0.000004260261,0.000003075556,0.00009298271,0.000005221131,0.000385076,0.9963612,0.0000245341,0.002817213,0.000003930329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9326866,0.01030662,0.04122502,0.0002343441,0.0002896102,0.0002049347,0.0004416192,0.0006858724,0.01392536],"genre_scores_gemma":[0.9542236,0.003152451,0.03440936,0.0001007388,0.00003596628,0.00006898466,0.0001937337,0.0001087295,0.007706481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001660544,"threshold_uncertainty_score":0.005555093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0294897881480291,"score_gpt":0.2823548662710112,"score_spread":0.2528650781229821,"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."}}