{"id":"W4382600817","doi":"10.1002/eem2.12651","title":"Recent Research Progress of Paper‐Based Supercapacitors Based on Cellulose","year":2023,"lang":"en","type":"article","venue":"Energy & environment materials","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Shaanxi University of Science and Technology; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Supercapacitor; Flexibility (engineering); Energy storage; Electrochemical energy storage; Nanotechnology; Computer science; Biochemical engineering; Process engineering; Systems engineering; Materials science; Engineering; Electrochemistry; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002473511,0.0003121071,0.0004616308,0.0003550476,0.0001945969,0.0001344186,0.0004891421,0.0002026675,0.01641823],"category_scores_gemma":[0.00008986946,0.0002714089,0.00007762244,0.0003664911,0.0004971029,0.0001805462,0.0001008857,0.00007740025,0.001319807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001541818,"about_ca_system_score_gemma":0.00006805531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001828559,"about_ca_topic_score_gemma":0.000002654389,"domain_scores_codex":[0.9956393,0.001020033,0.0007167842,0.0006973278,0.001216202,0.0007103554],"domain_scores_gemma":[0.9984199,0.0002695828,0.0001663152,0.0009242596,0.00006391498,0.0001560692],"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":[0.0002119958,0.0002464375,0.0001922058,0.0000574339,0.000006358917,0.00001218657,0.00008788018,0.0007318711,0.9945975,0.0005204282,0.001207221,0.002128506],"study_design_scores_gemma":[0.0004910366,0.0003377532,0.004175099,0.00007613486,0.00001315695,5.690741e-7,0.00006854004,0.0002320158,0.9672796,0.0002040428,0.02685364,0.0002684669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966735,0.00008233356,0.0000469214,0.0005773258,0.001495882,0.0003240056,0.0002008284,0.0001748878,0.0004243701],"genre_scores_gemma":[0.9976803,0.0002931457,0.0006284569,0.0001538494,0.0004002104,0.0002755197,0.000312412,0.0000623497,0.0001937324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02731793,"threshold_uncertainty_score":0.9999738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.042979958173428,"score_gpt":0.2729265992869184,"score_spread":0.2299466411134904,"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."}}