{"id":"W4413953347","doi":"10.1007/s10800-025-02350-w","title":"High active mass loading V2O5 electrodes for supercapacitor devices","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Supercapacitor; Electrode; Electrochemistry; Chemistry; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004315189,0.0002006999,0.0004040971,0.00009678541,0.0001613947,0.0001351125,0.0003964559,0.000154879,0.0001239811],"category_scores_gemma":[0.00008441018,0.0001772575,0.0001208566,0.0001861071,0.00006229337,0.0002009428,0.00001927974,0.0001871555,0.000007322162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002542115,"about_ca_system_score_gemma":0.0002279189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003521182,"about_ca_topic_score_gemma":6.617958e-7,"domain_scores_codex":[0.9985652,0.00001708766,0.0005356591,0.0002477632,0.0002394051,0.0003949056],"domain_scores_gemma":[0.9989865,0.0001622576,0.0003187906,0.0001857751,0.0002705437,0.00007612866],"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":[0.0006739154,0.00004570197,0.0000154057,0.0001151413,0.00005153657,8.34103e-7,0.00008492629,0.000009508532,0.9950343,0.002304949,0.001141468,0.0005223101],"study_design_scores_gemma":[0.0006072084,0.0000833459,0.00006999414,0.00005025349,0.00008240646,0.00001394864,0.0003245013,0.000008223184,0.9908596,0.006548305,0.001189021,0.0001631432],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907086,0.0001702815,0.007021206,0.0001882115,0.0004965115,0.0001616997,0.00001415732,0.00003458587,0.001204671],"genre_scores_gemma":[0.9911761,0.00003642405,0.007527052,0.0001745675,0.0009399485,0.00004130562,0.000009150643,0.00001896757,0.00007644809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004243356,"threshold_uncertainty_score":0.7228349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006411390944244187,"score_gpt":0.2342225558956627,"score_spread":0.2278111649514185,"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."}}