{"id":"W2517027842","doi":"10.1021/acssuschemeng.5b00380","title":"Polyrhodanine Coated Cellulose Nanocrystals: A Sustainable Antimicrobial Agent","year":2015,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"CelluForce (Canada); University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Antimicrobial; Nanoparticle; Materials science; Nanocomposite; Monomer; Chemical engineering; Coating; Nanocrystal; Cellulose; Polymerization; Nanotechnology; Chemistry; Polymer; Nuclear chemistry; Organic chemistry; Composite material","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":[0.0001962128,0.0003845266,0.0002579314,0.0001866533,0.00009875603,0.0002972826,0.0003415934,0.0004884509,0.0004094677],"category_scores_gemma":[0.0001315026,0.0001578788,0.0002428202,0.0001202512,0.0001442914,0.0003247385,0.000179197,0.0003424335,0.0003863248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002371803,"about_ca_system_score_gemma":0.0001877058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003312152,"about_ca_topic_score_gemma":0.0008861059,"domain_scores_codex":[0.9998282,0.00002789304,0.00001567756,0.00003955703,0.00006173299,0.00002677489],"domain_scores_gemma":[0.9998688,0.0000243246,0.00003927262,0.00001314555,0.00002432426,0.00003022875],"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":[0.0000102203,0.00000877516,0.00003026938,0.00004703772,0.000002458313,0.00003760212,0.000003653018,0.00005032069,0.9978201,0.00004833561,0.00001787526,0.001923296],"study_design_scores_gemma":[0.000004234415,0.00007694437,0.0002619535,0.000003522325,0.000006102229,0.0001512463,0.00000287583,0.0006740717,0.9976715,0.000009243999,0.001134206,0.000004103435],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393384,0.0142569,0.03789614,0.0003614869,0.0001507551,0.0001046951,0.0001653761,0.0004653218,0.007260814],"genre_scores_gemma":[0.954753,0.00384872,0.03760778,0.0001138265,0.00003901645,0.00002761746,0.0001161809,0.00004736106,0.003446434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004884509,"threshold_uncertainty_score":0.001720905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229602465220557,"score_gpt":0.2410634772819044,"score_spread":0.2287674526296988,"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."}}