{"id":"W4366526619","doi":"10.1007/s11426-022-1522-x","title":"Rational design of interfacial bonds within dual carbon-protected manganese oxide towards durable aqueous zinc ion battery","year":2023,"lang":"en","type":"article","venue":"Science China Chemistry","topic":"Advanced battery technologies research","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Higher Education Discipline Innovation Project; People's Government of Jilin Province; National Natural Science Foundation of China","keywords":"Manganese; Chemical engineering; Materials science; Coprecipitation; Graphene; Aerogel; Aqueous solution; Nanoparticle; Composite number; Oxide; Carbon fibers; Nanotechnology; Chemistry; Inorganic chemistry; Composite material; Organic chemistry; Metallurgy","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":[0.00007755201,0.0002806115,0.0001344786,0.0001137313,0.0001411829,0.0002181694,0.0004048615,0.0001602971,0.0007053672],"category_scores_gemma":[0.0001089083,0.0001118553,0.0001441973,0.0001152246,0.00009317845,0.0002278853,0.0002563271,0.000287747,0.0002367935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002026205,"about_ca_system_score_gemma":0.0001840215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005158416,"about_ca_topic_score_gemma":0.001742688,"domain_scores_codex":[0.9999559,0.000004794814,0.000003125307,0.000009007706,0.00001353381,0.00001362261],"domain_scores_gemma":[0.9999727,0.000002873159,0.000009361743,0.000002328562,0.000006504553,0.000006157512],"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":[0.0001994502,0.0000915062,0.0003151238,0.0002381644,0.00002507229,0.0001558296,0.00004858718,0.003923923,0.9828651,0.002660445,0.0001871036,0.00928976],"study_design_scores_gemma":[0.0000598289,0.0006079766,0.0006017134,0.0000156761,0.00003623381,0.00008106942,0.00006546132,0.01766418,0.9730076,0.0003256633,0.007518203,0.00001641768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767565,0.0009479917,0.01724179,0.00009276804,0.00004841431,0.00007401418,0.00009758605,0.0001105567,0.004630568],"genre_scores_gemma":[0.9919237,0.0005653743,0.005771381,0.0000214792,0.000004967631,0.00003167428,0.00007221395,0.00001591936,0.001593224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007053672,"threshold_uncertainty_score":0.002359688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819334791791673,"score_gpt":0.2593334887037795,"score_spread":0.2411401407858628,"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."}}