{"id":"W4414668213","doi":"10.3390/batteries11100361","title":"Electrochemical Performances of Li-Ion Batteries Based on LiFePO4 Cathodes Supported by Bio-Sourced Activated Carbon from Millet Cob (MC) and Water Hyacinth (WH)","year":2025,"lang":"en","type":"article","venue":"Batteries","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Activated carbon; Electrochemistry; Cathode; Potassium hydroxide; Specific surface area; Anode; Mesoporous material; Dielectric spectroscopy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001049717,0.0003846067,0.0005124436,0.0001640169,0.00008450959,0.00006740273,0.0001874117,0.000151861,0.0003176918],"category_scores_gemma":[0.00003033366,0.0003183346,0.00003425811,0.0001178405,0.0002211677,0.0001733364,0.0000827751,0.000150275,0.00000585319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006846488,"about_ca_system_score_gemma":0.00001618543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004862238,"about_ca_topic_score_gemma":0.000004367972,"domain_scores_codex":[0.9984613,0.00006469783,0.0004874287,0.0003662637,0.0001968249,0.0004234655],"domain_scores_gemma":[0.9993473,0.0001270233,0.00007383958,0.0003546176,0.00004087966,0.00005629285],"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":[0.0002731493,0.00003777128,0.002858177,0.0002287053,0.00007285456,0.00000193237,0.0004247011,0.000119686,0.9943007,0.000002672642,0.0014246,0.0002550825],"study_design_scores_gemma":[0.0006497726,0.000120989,0.001064425,0.000210124,0.00004726056,0.000001217063,0.0001450961,0.0009408091,0.9931491,0.00005004455,0.003292163,0.0003289742],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969023,0.00013146,0.001042895,0.000498696,0.0004190967,0.0002303116,0.0001749131,0.0002288329,0.0003714416],"genre_scores_gemma":[0.9981974,0.00006860741,0.0005221759,0.0004387693,0.0000635236,0.00006933097,0.0004718869,0.00005245194,0.0001158361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001867563,"threshold_uncertainty_score":0.9999269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0054242045290376,"score_gpt":0.2111839856883888,"score_spread":0.2057597811593512,"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."}}