{"id":"W4410460883","doi":"10.1016/j.est.2025.117099","title":"Mesoporous carbon supported nanoconfined NiCo2O4: a bifunctional electrocatalyst for rechargeable Zn-air and Zn-air flow batteries","year":2025,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced battery technologies research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"EduCanada; Natural Sciences and Engineering Research Council of Canada; Global Affairs Canada; Institut national de la recherche scientifique; Université Charles-de-Gaulle - Lille 3; Universidad de Antioquia; Ministerio de Ciencia, Tecnología e Innovación","keywords":"Bifunctional; Mesoporous material; Electrocatalyst; Carbon fibers; Materials science; Chemical engineering; Chemistry; Electrode; Catalysis; Electrochemistry; Engineering; Composite material; Composite number; Organic chemistry; Physical chemistry","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":[0.0002759241,0.0002473789,0.0004474572,0.0006086635,0.0001072218,0.000031005,0.0002990384,0.0001932147,0.00004104253],"category_scores_gemma":[0.0001975505,0.0002291943,0.0001196274,0.0004367448,0.00008888923,0.0002445311,0.00007695039,0.0003860193,6.616144e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002915941,"about_ca_system_score_gemma":0.00014534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001656415,"about_ca_topic_score_gemma":0.00004492788,"domain_scores_codex":[0.9985176,0.0000300204,0.0005151137,0.0002148305,0.0002645498,0.0004579344],"domain_scores_gemma":[0.9990679,0.0001958795,0.0001407894,0.0002701966,0.0002351747,0.00009006178],"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":[0.001690653,0.0003141288,0.001434576,0.00099209,0.002386108,0.0004859671,0.0001844746,0.1671976,0.6809727,0.004058259,0.06174102,0.07854244],"study_design_scores_gemma":[0.003513821,0.001139026,0.001040234,0.0002566485,0.0001571511,0.0004433911,0.0002975568,0.06281764,0.5526641,0.007110079,0.3697941,0.0007662231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6512778,0.007157737,0.3293297,0.004962523,0.002421147,0.0004781889,0.00008660999,0.0007446342,0.00354164],"genre_scores_gemma":[0.9905612,0.0006042821,0.005498488,0.0002069821,0.0001838247,0.00006266718,0.00002978209,0.00005845388,0.002794252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3392835,"threshold_uncertainty_score":0.9346272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008364885947453944,"score_gpt":0.2340792395449185,"score_spread":0.2257143535974646,"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."}}