{"id":"W3216042504","doi":"10.26434/chemrxiv.12111483.v1","title":"Nanostructured Electrode Enabling Fast and Fully Reversible MnO2-to-Mn2+ Conversion in Mild Buffered Aqueous Electrolytes","year":2020,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Advanced battery technologies research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Aqueous solution; Gravimetric analysis; Electrolyte; Chemistry; Electrode; Analytical Chemistry (journal); Physical chemistry; Chromatography; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001361142,0.0002667112,0.0002884315,0.0001833743,0.0001084045,0.0003147955,0.0004608679,0.0005627158,0.0005501187],"category_scores_gemma":[0.0003041591,0.0002337499,0.0002752185,0.0001375311,0.0001761842,0.0002992589,0.0002983934,0.0004223311,0.0003291859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002591743,"about_ca_system_score_gemma":0.0001264049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003714377,"about_ca_topic_score_gemma":0.0009490195,"domain_scores_codex":[0.9998516,0.000008725305,0.00001585857,0.00004270453,0.00006167289,0.00001949259],"domain_scores_gemma":[0.9999229,0.00001888305,0.00001640506,0.000009673387,0.00002121247,0.00001086265],"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":[0.000013098,0.000008272796,0.00002869252,0.00002829691,0.000002179765,0.00003676204,0.000009025978,0.0001626737,0.9986063,0.00007405951,0.00002819732,0.001002528],"study_design_scores_gemma":[0.000005198559,0.00006482054,0.0004412288,0.000004602687,0.000006250991,0.00007563452,0.000006876924,0.002576835,0.995741,0.00006447418,0.001005125,0.000007888449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712653,0.001763767,0.02139164,0.0001553958,0.000156323,0.0000465304,0.0005349037,0.0004546798,0.00423138],"genre_scores_gemma":[0.9790406,0.0006440436,0.01792223,0.00006485933,0.00001784237,0.00004792335,0.0002495218,0.0000350806,0.001977874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005627158,"threshold_uncertainty_score":0.001880467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534252559925901,"score_gpt":0.2417432081575099,"score_spread":0.2264006825582509,"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."}}