{"id":"W3107309951","doi":"10.1002/celc.202001371","title":"Review on Current Progress of MnO<sub>2</sub>‐Based Ternary Nanocomposites for Supercapacitor Applications","year":2020,"lang":"en","type":"article","venue":"ChemElectroChem","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Supercapacitor; Materials science; Nanocomposite; Ternary operation; Electrolyte; Nanomaterials; Nanotechnology; Capacitance; Crystallinity; Chemical engineering; Electrode; Composite material; Chemistry; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001717406,0.0002110199,0.0003714873,0.00003512976,0.00008937781,0.00003450179,0.0003519224,0.0000622248,0.00004976997],"category_scores_gemma":[0.00006607958,0.0001889241,0.0001361861,0.0002261663,0.0001009913,0.00009834773,0.00002937715,0.00007887444,0.00007583051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005392469,"about_ca_system_score_gemma":0.00007673078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.360575e-7,"about_ca_topic_score_gemma":1.314705e-7,"domain_scores_codex":[0.9985967,0.00003913918,0.0004175951,0.0004356244,0.0002204731,0.0002904357],"domain_scores_gemma":[0.9991106,0.00008132953,0.0001669787,0.0003189878,0.0002014833,0.0001206194],"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":[0.00007337984,0.0001606445,0.00003746695,0.002581117,0.000005737518,1.087203e-7,0.00005712946,5.735421e-7,0.9896075,0.0002636485,0.002628044,0.004584694],"study_design_scores_gemma":[0.0003185859,0.000242136,0.00002422579,0.0004878674,0.00004834891,0.000001096505,0.000007629279,0.0001165621,0.9861551,0.00008940718,0.01230908,0.0001999611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625258,0.02148058,0.01030714,0.0021401,0.0002719843,0.002791475,0.0001769931,0.0002374991,0.00006838857],"genre_scores_gemma":[0.992427,0.001068728,0.002728089,0.001048539,0.0006287424,0.001879418,0.0001794238,0.00003892051,0.000001154667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02990115,"threshold_uncertainty_score":0.7704101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623560614933947,"score_gpt":0.2726045436010761,"score_spread":0.2463689374517366,"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."}}