{"id":"W4390405968","doi":"10.1002/eom2.12434","title":"Natural polymers as sustainable precursors for scalable production of <scp>N/SO<sub>x</sub></scp> doped carbon material enabling high‐performance supercapacitors","year":2023,"lang":"en","type":"article","venue":"EcoMat","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Fujian Agriculture and Forestry University; Fujian Provincial Department of Science and Technology; Canada Research Chairs; Government of Canada","keywords":"Supercapacitor; Pseudocapacitance; Materials science; Carbon fibers; Chemical engineering; Polymer; Capacitance; Nanotechnology; Chemistry; Electrode; Composite material","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":[0.00005148054,0.0002385874,0.00006514759,0.0001479482,0.00009023091,0.0001461214,0.0001178496,0.0001468282,0.0007169402],"category_scores_gemma":[0.00009209254,0.00008470371,0.00009534207,0.0001261592,0.0001231036,0.0002075856,0.0001052586,0.0002033607,0.0001618614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001769873,"about_ca_system_score_gemma":0.0001609628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003369541,"about_ca_topic_score_gemma":0.001233701,"domain_scores_codex":[0.9999518,0.000005568263,0.000003665689,0.000009526698,0.0000228931,0.000006485878],"domain_scores_gemma":[0.9999534,0.000009944444,0.00001312494,0.00000458551,0.00001079993,0.000008106271],"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":[0.00001119798,0.000006535575,0.00005158007,0.00002425462,0.000001399642,0.00002750835,0.000003760514,0.0001591965,0.99855,0.00009425317,0.00002643661,0.001043869],"study_design_scores_gemma":[0.000001823512,0.00003409943,0.0004005738,0.000002370222,0.000001907715,0.00003339113,0.000005294996,0.001207733,0.9975713,0.00003295057,0.000706726,0.000001843468],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886275,0.0008397379,0.006542799,0.00007284871,0.00002464918,0.00002870492,0.0002042987,0.00009128722,0.003568121],"genre_scores_gemma":[0.9942906,0.0003898659,0.004205377,0.00001727827,0.000004397675,0.00001459755,0.0001152337,0.00001287785,0.0009498263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007169402,"threshold_uncertainty_score":0.002398431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008962933480456911,"score_gpt":0.2157114175390865,"score_spread":0.2067484840586296,"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."}}