{"id":"W2793677992","doi":"10.1039/c8ta01031e","title":"Unravelling the reaction chemistry and degradation mechanism in aqueous Zn/MnO<sub>2</sub> rechargeable batteries","year":2018,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Advanced battery technologies research","field":"Engineering","cited_by":237,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"Central South University; National Natural Science Foundation of China","keywords":"Birnessite; Spinel; Redox; Aqueous solution; Chemistry; Degradation (telecommunications); Ion; Inorganic chemistry; Chemical engineering; Manganese; Materials science; Metallurgy; Physical chemistry; Organic chemistry; Manganese oxide","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004609289,0.0001496498,0.0002248055,0.00003135424,0.00006428308,0.00007804942,0.0002119886,0.0001708854,0.00008892053],"category_scores_gemma":[0.0001499343,0.0001228013,0.00002480238,0.0001030482,0.00009338679,0.0002181802,0.00006195778,0.0002956711,0.00000782004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001696188,"about_ca_system_score_gemma":0.00002707297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001502463,"about_ca_topic_score_gemma":7.654521e-7,"domain_scores_codex":[0.9990155,0.00001712312,0.0004190333,0.0001252061,0.0001900033,0.0002331195],"domain_scores_gemma":[0.999428,0.00005835202,0.0001761693,0.00019835,0.0000973804,0.00004179155],"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":[0.00004772459,0.000009519747,0.000003730237,0.0001502661,0.00001676257,0.0000195313,0.00005135693,0.00005184255,0.996252,0.00000460107,0.0001118677,0.003280808],"study_design_scores_gemma":[0.0002523401,0.00002145877,0.00002220545,0.000135418,0.000008036989,0.0003502829,0.0001351577,0.0002555064,0.9952829,0.003056183,0.0003622514,0.0001182566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973302,0.0001296342,0.001772911,0.0001998736,0.0001511692,0.00006560417,0.000006193419,0.00006294646,0.0002814734],"genre_scores_gemma":[0.9981996,0.0006151228,0.0007193861,0.00001264546,0.0002738436,0.000007889317,0.000003988837,0.00002845258,0.0001390966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003162551,"threshold_uncertainty_score":0.5007693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139466400279509,"score_gpt":0.2345557929661247,"score_spread":0.2206091529381738,"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."}}