{"id":"W4414417569","doi":"10.1016/j.surfin.2025.107705","title":"Unveiling the potential of cold plasma treatment on coconut shell-derived electric double layer high-performance supercapacitors","year":2025,"lang":"en","type":"article","venue":"Surfaces and Interfaces","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Central Electronics Engineering Research Institute; Business in the Streets","keywords":"Supercapacitor; Cyclic voltammetry; X-ray photoelectron spectroscopy; Capacitance; Dielectric spectroscopy; Horizontal scan rate; Carbon fibers; Double-layer capacitance; Aqueous solution","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002448249,0.0002136665,0.0003022457,0.00007950883,0.0002456414,0.0001474712,0.0002260905,0.00008621888,0.0002111979],"category_scores_gemma":[0.00001202392,0.000131056,0.00003974714,0.0001711107,0.0001636322,0.00021396,0.00004840234,0.00006776448,0.00005001944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006398497,"about_ca_system_score_gemma":0.00004624954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005355705,"about_ca_topic_score_gemma":0.00001883085,"domain_scores_codex":[0.9988155,0.00007742931,0.0003507662,0.0003214746,0.0001738417,0.000260999],"domain_scores_gemma":[0.9994175,0.0001095195,0.00009817589,0.0002573573,0.00008137016,0.00003601999],"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":[0.0003386129,0.00007562061,0.0005062851,0.00004366777,0.00003214926,3.811589e-7,0.0003951133,0.001206588,0.9960108,0.0006857698,0.0001527491,0.0005521998],"study_design_scores_gemma":[0.0007782332,0.0005070211,0.002723792,0.00007791855,0.00003958049,0.000001476243,0.000598487,0.001840715,0.9923708,0.0000247292,0.00090142,0.00013578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967679,0.0005337844,0.0000140786,0.0002356222,0.001337984,0.0003514158,0.00002370894,0.00004858309,0.000686948],"genre_scores_gemma":[0.9984934,0.0006612082,0.00008742592,0.00004274409,0.00007312302,0.00003705489,0.000003775257,0.00001172246,0.0005895206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003640017,"threshold_uncertainty_score":0.5344309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500355927785493,"score_gpt":0.2355102271488339,"score_spread":0.220506667870979,"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."}}