{"id":"W4381848535","doi":"10.1016/j.nantod.2023.101918","title":"Bioinspired and dual-functional nanocellulose aerogels for water disinfection and heavy metal removal","year":2023,"lang":"en","type":"article","venue":"Nano Today","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Light Source (Canada); Concordia University; University of New Brunswick; University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Saskatchewan; Canada Research Chairs; Canada Foundation for Innovation; Canadian Institutes of Health Research; Mitacs; National Research Council; University of Saskatchewan; University of Regina","keywords":"Aerogel; Nanocellulose; Adsorption; Biopolymer; Materials science; Environmentally friendly; Nanotechnology; Chemical engineering; Chemistry; Composite material; Organic chemistry; Polymer","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":[0.0001400835,0.0002739478,0.0001652998,0.0001484348,0.0001215885,0.0002541661,0.0001769407,0.0002769354,0.0006727993],"category_scores_gemma":[0.0001318877,0.00009127918,0.0002349068,0.0001119999,0.0001237959,0.0002999811,0.0002117127,0.0003209729,0.0002250987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002897912,"about_ca_system_score_gemma":0.000154394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007159263,"about_ca_topic_score_gemma":0.001697832,"domain_scores_codex":[0.9999281,0.000005730109,0.00000442666,0.00001510308,0.00002257951,0.00002408117],"domain_scores_gemma":[0.9999431,0.000008999777,0.00001315024,0.000006802024,0.00001447458,0.00001354467],"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":[0.0000229507,0.00000888498,0.00004682527,0.00002582762,0.000004494058,0.0000213189,0.000008306826,0.0001454782,0.9981098,0.0001016563,0.00004424069,0.001460206],"study_design_scores_gemma":[0.000002004853,0.00003070531,0.0002661438,0.000001773074,0.000005508472,0.00002617281,0.000008540172,0.0007144862,0.9980139,0.00001849232,0.000909247,0.0000031146],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871105,0.002523018,0.007018913,0.0001121311,0.0000726678,0.00001323674,0.0001879383,0.0001539427,0.002807497],"genre_scores_gemma":[0.9916863,0.000925464,0.004072797,0.00005232531,0.0000119458,0.000009771008,0.0001484843,0.00002678164,0.003066099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007159263,"threshold_uncertainty_score":0.002250671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03094322489904071,"score_gpt":0.282016511479829,"score_spread":0.2510732865807883,"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."}}