{"id":"W2954219723","doi":"10.3390/membranes9060074","title":"Nanocellulose-Based Conductive Membranes for Free-Standing Supercapacitors: A Review","year":2019,"lang":"en","type":"review","venue":"Membranes","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanocellulose; Supercapacitor; Materials science; Energy storage; Nanotechnology; Electrical conductor; Environmentally friendly; Bacterial cellulose; Composite material; Cellulose; Electrochemistry; Engineering; Chemical engineering","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":[0.0004699745,0.001161592,0.001002651,0.002723644,0.0003323738,0.0009574129,0.0007320718,0.0009569141,0.003216217],"category_scores_gemma":[0.0004518035,0.0004855488,0.0005223979,0.003383987,0.000340518,0.001549057,0.0005908723,0.00127024,0.001808717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005405276,"about_ca_system_score_gemma":0.0009203355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149219,"about_ca_topic_score_gemma":0.002126666,"domain_scores_codex":[0.9998517,0.00001685001,0.00002228402,0.0000321819,0.00005940205,0.0000175747],"domain_scores_gemma":[0.9997521,0.0001111614,0.00004651904,0.000008347709,0.0000584947,0.00002335774],"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":[0.00004861132,0.0001338448,0.0001545335,0.04058026,0.0001073386,0.000309125,0.00009279806,0.0009450349,0.009140472,0.00661142,0.02637969,0.9154969],"study_design_scores_gemma":[0.000009695432,0.0001164762,0.0005235861,0.00351479,0.0001085717,0.0007897416,0.00005953377,0.0002714662,0.002836271,0.001736599,0.9900052,0.00002811383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002151436,0.9983262,0.0002477629,0.0001125753,0.0001562432,0.000005274259,0.00001750341,0.00000873688,0.0009105762],"genre_scores_gemma":[0.0009117807,0.9979842,0.0003374726,0.00008939047,0.00006972248,0.0000079138,0.0000238877,0.000001690943,0.000573826],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003216217,"threshold_uncertainty_score":0.01075929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054942285394006,"score_gpt":0.3287907075189424,"score_spread":0.2232964789795418,"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."}}