{"id":"W4285384174","doi":"10.1016/j.carbpol.2022.119830","title":"Redispersion of dried plant nanocellulose: A review","year":2022,"lang":"en","type":"review","venue":"Carbohydrate Polymers","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Nanocellulose; Cellulosic ethanol; Nanotechnology; Cellulose; Chemistry; Materials science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005148354,0.001213559,0.001317622,0.002051183,0.00021709,0.0008511559,0.0005394871,0.0007879598,0.001798091],"category_scores_gemma":[0.0005331844,0.0004765016,0.0005407035,0.002091786,0.0003682186,0.001201024,0.0005704155,0.001087721,0.0009300307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004121291,"about_ca_system_score_gemma":0.0007813572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045742,"about_ca_topic_score_gemma":0.002306285,"domain_scores_codex":[0.9998523,0.00001399049,0.00002196945,0.00003703421,0.00005765432,0.00001702403],"domain_scores_gemma":[0.9997919,0.0000931148,0.00004314534,0.000009547,0.0000464098,0.00001590368],"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":[0.0001196854,0.0001541692,0.0001798733,0.04866979,0.000166169,0.0002784277,0.0001090338,0.0007183927,0.02565588,0.003293761,0.01395045,0.9067044],"study_design_scores_gemma":[0.00002917401,0.0002561511,0.001247845,0.004572835,0.0003860188,0.001074124,0.00009570069,0.0003122385,0.01766407,0.001084587,0.973216,0.00006123238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006201271,0.9978701,0.0003173765,0.00008131827,0.0001711155,0.000008929357,0.00002613041,0.000007356543,0.000897591],"genre_scores_gemma":[0.001988596,0.9964896,0.0003833766,0.0001198232,0.0000881603,0.00001127452,0.00003142319,0.000002921132,0.0008848878],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002051183,"threshold_uncertainty_score":0.006015241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05631665546585068,"score_gpt":0.3299615965592331,"score_spread":0.2736449410933824,"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."}}