{"id":"W4414424588","doi":"10.1016/j.electacta.2025.147440","title":"Investigation of energy storage performance and cycling stability of electrochemically synthesized PANI–ZnFe2O4 electrodes","year":2025,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Higher Education Commision, Pakistan; Institute for Advancements in Mental Health","keywords":"Dielectric spectroscopy; Polyaniline; Capacitance; Pseudocapacitor; Electrode; Electrochemistry; Supercapacitor; Composite number","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002898443,0.0003651859,0.0003068238,0.0003839665,0.0002123671,0.0002545813,0.0004390929,0.0003840119,0.0006924021],"category_scores_gemma":[0.0006003979,0.0001998028,0.0001632547,0.0003676586,0.0001851717,0.000502786,0.0001556019,0.0003950161,0.0001671982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002792352,"about_ca_system_score_gemma":0.0001240775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008393027,"about_ca_topic_score_gemma":0.00155746,"domain_scores_codex":[0.9998167,0.00001444502,0.00002520996,0.00004910924,0.00006423606,0.00003020516],"domain_scores_gemma":[0.9997761,0.00005348598,0.00004948569,0.0000185887,0.00008600247,0.00001636939],"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":[0.00008252789,0.00002071541,0.0002831441,0.00006760416,0.000006723828,0.00004208481,0.00003313213,0.0001268064,0.9970253,0.00002590523,0.0000192157,0.00226685],"study_design_scores_gemma":[0.000002673348,0.0001047147,0.001673428,0.000002745607,0.000008020836,0.00003862361,0.00001874112,0.001064056,0.9966632,0.00001081956,0.0004091795,0.000003770859],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964893,0.000929734,0.001701884,0.00004032882,0.00002447548,0.00001956385,0.0002686457,0.00005684613,0.0004692356],"genre_scores_gemma":[0.9942391,0.0008720185,0.003377018,0.00001413044,0.000009142475,0.0000255488,0.0003345263,0.00002074082,0.001107841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008393027,"threshold_uncertainty_score":0.002316296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007090626860088284,"score_gpt":0.2020918540182201,"score_spread":0.1950012271581318,"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."}}