{"id":"W4401696763","doi":"10.1149/ma2024-0114mtgabs","title":"Chitin and Cellulose as Constituents of Efficient, Sustainable, and Flexible Zinc-Ion Hybrid Supercapacitors","year":2024,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Supercapacitor; Biopolymer; Materials science; Chemical engineering; Electrolyte; Zinc; Nanotechnology; Ionic conductivity; Separator (oil production); Electrochemistry; Electrode; Composite material; Polymer; Chemistry; Metallurgy","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":[0.00009186713,0.0003702299,0.0001459103,0.0002757609,0.0001392466,0.0003928823,0.0002939067,0.0002272545,0.000438396],"category_scores_gemma":[0.0001136488,0.0001241414,0.0001183671,0.0002673612,0.0001899957,0.00026379,0.0002460894,0.0002263754,0.0001448809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229321,"about_ca_system_score_gemma":0.0001247402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006139699,"about_ca_topic_score_gemma":0.001145473,"domain_scores_codex":[0.9999081,0.000009244906,0.000007216143,0.0000146747,0.00004562478,0.00001507589],"domain_scores_gemma":[0.9999595,0.000006261439,0.000008800863,0.000003510527,0.000007617027,0.00001425331],"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":[0.00009919116,0.00003263511,0.0003173379,0.0001660262,0.00001515864,0.0001688456,0.00004042636,0.0008004951,0.9878139,0.0005747751,0.0002170544,0.009754158],"study_design_scores_gemma":[0.00001502345,0.0001514246,0.001273376,0.00001313304,0.00001825212,0.0001409607,0.00004140804,0.004190518,0.9892,0.0001676144,0.004772902,0.00001536573],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9711993,0.0127936,0.009841306,0.0001431169,0.00009036734,0.00006973557,0.0003535745,0.0001917455,0.005317141],"genre_scores_gemma":[0.9860589,0.003624601,0.007577973,0.00004688156,0.00002733605,0.00003641114,0.0002328721,0.00002408623,0.002370924],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0006139699,"threshold_uncertainty_score":0.001617551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156035844423205,"score_gpt":0.2389701495635019,"score_spread":0.2274097911192698,"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."}}