{"id":"W4206166006","doi":"10.1016/j.electacta.2021.139808","title":"Investigating intercalation mechanism of manganese oxide electrode in aqueous aluminum electrolyte","year":2021,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Advanced battery technologies research","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Electrolyte; Electrode; Electrochemistry; Intercalation (chemistry); Inorganic chemistry; Oxide; Materials science; Energy storage; Trifluoromethanesulfonate; Chemical engineering; Chemistry; Metallurgy; Catalysis; Physical 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001658019,0.0002405525,0.000343677,0.0003335263,0.00003826076,0.00002461418,0.0003721505,0.0001891798,0.00004504571],"category_scores_gemma":[0.0003810279,0.0002752442,0.00007054071,0.0009672116,0.00005335791,0.0002056051,0.0001113482,0.0008751277,0.00001038485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003377183,"about_ca_system_score_gemma":0.00008714783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007927145,"about_ca_topic_score_gemma":0.0001818029,"domain_scores_codex":[0.9980898,0.00006968714,0.0004321529,0.0003495137,0.0002819136,0.0007768754],"domain_scores_gemma":[0.999208,0.0001326176,0.00006609051,0.000447249,0.00007996926,0.00006602607],"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":[0.000009656213,0.00002820287,0.0001315324,0.00005725519,0.00003307045,0.00002071182,0.0001007691,0.0003610043,0.9955463,0.0012701,0.0001305168,0.002310815],"study_design_scores_gemma":[0.0002501436,0.00008624665,0.0003393445,0.00004979607,0.0000070386,0.00006942626,0.00006086511,0.02354195,0.9630505,0.01216646,0.0001482889,0.0002299774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903765,0.0003889343,0.007108065,0.0003993698,0.00003827589,0.0001953596,0.000002868139,0.0004532656,0.001037412],"genre_scores_gemma":[0.9941376,0.0002667017,0.005230283,0.00007187626,0.00002703143,0.00004782115,0.00003091676,0.00006964492,0.00011813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03249591,"threshold_uncertainty_score":0.99997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009248822139584357,"score_gpt":0.2352015176924186,"score_spread":0.2259526955528343,"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."}}