{"id":"W4386305875","doi":"10.1039/d3dt01908j","title":"Cellulose nanocrystal/halloysite nanotube composite aerogels for water purification","year":2023,"lang":"en","type":"article","venue":"Dalton Transactions","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia; China Scholarship Council; Canada Foundation for Innovation","keywords":"Halloysite; Nanocrystal; Composite number; Cellulose; Materials science; Nanotube; Chemical engineering; Nanotechnology; Composite material; Carbon nanotube","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":[0.00007725897,0.0002038567,0.0001341511,0.0001455315,0.0001192464,0.0001487651,0.0001642912,0.0002351786,0.001406889],"category_scores_gemma":[0.00008065162,0.00009307632,0.0001661999,0.0001003723,0.00007599971,0.0001782523,0.000115579,0.0002128334,0.0003146587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002323166,"about_ca_system_score_gemma":0.0001460902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155982,"about_ca_topic_score_gemma":0.005553121,"domain_scores_codex":[0.9999337,0.000004670119,0.00000421709,0.00001629656,0.00002598823,0.00001511656],"domain_scores_gemma":[0.9999611,0.000008890949,0.000008039199,0.000003371445,0.000008951354,0.000009683947],"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":[0.00002176413,0.00001020338,0.00005527398,0.00003593212,0.00000648824,0.0000306281,0.000006977947,0.0001465824,0.9974676,0.00007743469,0.0001110494,0.002030057],"study_design_scores_gemma":[0.000005360648,0.00005235338,0.0007112675,0.000003667255,0.000009837237,0.00005728832,0.0000092573,0.001694175,0.9955443,0.00002506004,0.001882941,0.000004623332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815246,0.001984213,0.01007828,0.0001093079,0.00009852655,0.00003179677,0.0004025716,0.000379515,0.005391148],"genre_scores_gemma":[0.9869921,0.0007579798,0.005851985,0.00006657984,0.00001203964,0.00001972361,0.0002841909,0.00006237121,0.005953058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001406889,"threshold_uncertainty_score":0.004706502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02995645400985399,"score_gpt":0.2926653202229442,"score_spread":0.2627088662130902,"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."}}