{"id":"W4309001239","doi":"10.1002/aenm.202203061","title":"Ultrafast Manufacturing of Ultrafine Structure to Achieve An Energy Density of Over 120 Wh kg<sup>−1</sup> in Supercapacitors","year":2022,"lang":"en","type":"article","venue":"Advanced Energy Materials","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"National Natural Science Foundation of China","keywords":"Materials science; Supercapacitor; Electrochemistry; Energy storage; Carbon fibers; Pseudocapacitance; Wetting; Chemical engineering; Electrode; Activated carbon; Nanotechnology; Composite material; Composite number; Physical chemistry; Thermodynamics","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":[],"category_scores_codex":[0.000519489,0.0003965458,0.0008761745,0.0003123567,0.0001651572,0.00005527138,0.0006362376,0.0001351759,0.003667225],"category_scores_gemma":[0.00005186055,0.0003933111,0.00007802697,0.0003077241,0.000123548,0.0006068465,0.000241549,0.00008673739,0.00000325904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178147,"about_ca_system_score_gemma":0.00005953001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003845422,"about_ca_topic_score_gemma":0.000250353,"domain_scores_codex":[0.9965301,0.0005508356,0.001071664,0.000715835,0.0005870367,0.0005445093],"domain_scores_gemma":[0.9985626,0.00009602118,0.0003257955,0.000757874,0.00009750236,0.0001601459],"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":[0.0006983458,0.0001421035,0.0002079549,0.00005930202,0.0000126721,0.000006950053,0.001142715,0.03357505,0.9612485,0.002260803,0.000014766,0.0006308859],"study_design_scores_gemma":[0.0006625083,0.0004226654,0.003756776,0.00004016774,0.00001765494,0.00002023128,0.0007168752,0.00002846233,0.991893,0.001329889,0.0007118368,0.0003999367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970938,0.00002274692,0.000225634,0.00003442408,0.001292156,0.0001749828,0.001026614,0.00007530343,0.00005434339],"genre_scores_gemma":[0.9979072,0.00003808815,0.001166983,0.0001831,0.0002571697,0.00009530492,0.0002441981,0.00006633996,0.00004166396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03354659,"threshold_uncertainty_score":0.9998519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007323030556530466,"score_gpt":0.2175451978155815,"score_spread":0.210222167259051,"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."}}