{"id":"W2753726964","doi":"10.1039/c7nr04994c","title":"Nanocellulose as a sustainable biomass material: structure, properties, present status and future prospects in biomedical applications","year":2017,"lang":"en","type":"review","venue":"Nanoscale","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Fredericton; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; National Science Foundation","keywords":"Nanocellulose; Biomass (ecology); Nanotechnology; Materials science; Biochemical engineering; Environmental science; Engineering; Chemical engineering; Cellulose; Biology; Ecology","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":[0.0004259483,0.000588537,0.0007655953,0.001678752,0.0002936501,0.0007733123,0.0004555047,0.0007218688,0.001774445],"category_scores_gemma":[0.0002833115,0.0002591516,0.000333046,0.002112564,0.0003329825,0.001026072,0.0004754481,0.0008402606,0.0009662432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005776365,"about_ca_system_score_gemma":0.0009681124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150415,"about_ca_topic_score_gemma":0.002296527,"domain_scores_codex":[0.999876,0.00001383193,0.00001817585,0.00002279219,0.00005185502,0.00001736035],"domain_scores_gemma":[0.9998866,0.00004092118,0.00001944026,0.00000431732,0.0000336422,0.0000150508],"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":[0.00005506634,0.00008908908,0.0002828287,0.02748673,0.00006815769,0.000368097,0.0001107921,0.0006507229,0.01697486,0.008592075,0.01235064,0.932971],"study_design_scores_gemma":[0.000008835048,0.0001084583,0.001032622,0.002706857,0.00007420954,0.001281353,0.0001053914,0.0001796065,0.00377611,0.002302605,0.9884002,0.00002372142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000417898,0.9982967,0.0001281627,0.0001546192,0.00009726993,0.000002916455,0.00001223992,0.000003470339,0.0008867943],"genre_scores_gemma":[0.001571777,0.9975607,0.0002095381,0.0000677291,0.00005556742,0.000004206873,0.0000141217,7.749274e-7,0.0005156238],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001774445,"threshold_uncertainty_score":0.005936146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03490762953055809,"score_gpt":0.3378301705850508,"score_spread":0.3029225410544927,"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."}}