{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006592673,0.0001900267,0.000104712,0.0001435677,0.0001333385,0.0002150493,0.0002584843,0.0002140212,0.00117344],"category_scores_gemma":[0.0001717532,0.00009665743,0.0001277748,0.0001712474,0.0002114386,0.0003107989,0.0001764155,0.0003384677,0.0002009595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002673969,"about_ca_system_score_gemma":0.000166091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007411905,"about_ca_topic_score_gemma":0.002091147,"domain_scores_codex":[0.9999361,0.00000294309,0.000003827933,0.00001444293,0.00003059665,0.0000120497],"domain_scores_gemma":[0.9999119,0.00001573979,0.00001605979,0.00001470921,0.00003103688,0.00001053431],"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":[0.00002701738,0.00001219651,0.0002678133,0.000073915,0.00000503329,0.00006490237,0.00002809888,0.0008329327,0.9889393,0.0005766591,0.0002981966,0.008873963],"study_design_scores_gemma":[0.000003627896,0.00004891088,0.001081027,0.000002876254,0.000004057707,0.00007327116,0.00001186202,0.004332347,0.9922197,0.0001107493,0.002108223,0.000003404958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577473,0.001150601,0.03388788,0.0001554875,0.00009130785,0.00003860805,0.0003088175,0.0004960269,0.006124004],"genre_scores_gemma":[0.9926724,0.0001659307,0.006024259,0.00001714627,0.000006388044,0.000008252943,0.00007267159,0.00001923093,0.00101377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00117344,"threshold_uncertainty_score":0.003925562,"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."}}