{"id":"W2979376061","doi":"10.1016/j.carbpol.2019.115454","title":"Methods and applications of nanocellulose loaded with inorganic nanomaterials: A review","year":2019,"lang":"en","type":"review","venue":"Carbohydrate Polymers","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":157,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"National Key Research and Development Program of China; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Nanocellulose; Nanotechnology; Nanomaterials; Materials science; Biocompatibility; Surface modification; Nanocomposite; Composite number; Specific surface area; Composite material; Catalysis; Chemical engineering; Chemistry; Cellulose; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00101031,0.0007049944,0.00352159,0.000277526,0.0001276161,0.00005088641,0.0006661702,0.0002198117,0.0003689193],"category_scores_gemma":[0.0001412836,0.0004884054,0.0002512292,0.001007539,0.0006568712,0.0001582664,0.0004829085,0.0002462095,0.000144523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001283169,"about_ca_system_score_gemma":0.0006233988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002290019,"about_ca_topic_score_gemma":9.324976e-7,"domain_scores_codex":[0.995985,0.0009257812,0.001084125,0.0009611477,0.000411118,0.0006328007],"domain_scores_gemma":[0.9967705,0.0006274468,0.00108038,0.001154542,0.0001565929,0.0002105392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001105541,0.00004536538,1.924331e-7,0.2019192,0.0002448295,0.00001086454,0.0000570373,1.879503e-7,0.1792913,0.0002937165,0.0000598714,0.6180664],"study_design_scores_gemma":[0.0002654018,0.0001474923,9.299803e-8,0.03932092,0.002438002,0.00006056804,0.00004318003,8.646558e-7,0.07910426,0.0000578083,0.877705,0.0008564308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001952362,0.9948156,0.0007366865,0.00001558585,0.0001607833,0.003067538,0.0002359845,0.00007880287,0.0008694388],"genre_scores_gemma":[0.00001454556,0.9950283,0.002949938,0.00003669194,0.00009456765,0.001037064,0.00007278209,0.0001210292,0.0006450456],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8776451,"threshold_uncertainty_score":0.9997568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04649105932524298,"score_gpt":0.3743448190390951,"score_spread":0.3278537597138521,"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."}}