{"id":"W4392812395","doi":"10.1021/acsanm.3c06244","title":"SiO<sub><i>x</i></sub>@ZrO<sub>2</sub>@C Nanospheres as a High-Capacity and Stable Anode Material for Lithium-Ion Batteries","year":2024,"lang":"en","type":"article","venue":"ACS Applied Nano Materials","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Anode; Lithium (medication); Materials science; Ion; Chemical engineering; Nanoarchitectures for lithium-ion batteries; Electrode; Chemistry; Organic chemistry; Physical chemistry; Engineering","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":[0.00008977123,0.0003579852,0.0001629797,0.0001494806,0.0001500776,0.0002512699,0.0001915584,0.0002459218,0.0006870931],"category_scores_gemma":[0.00007810284,0.0001341052,0.0001779619,0.0001193388,0.0002102536,0.0002814938,0.0001660257,0.0001516055,0.0002675902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457998,"about_ca_system_score_gemma":0.000178731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005247103,"about_ca_topic_score_gemma":0.001897504,"domain_scores_codex":[0.9999514,0.000003707458,0.000002780051,0.000009845229,0.00002219522,0.00001014894],"domain_scores_gemma":[0.9999647,0.000005650638,0.00001061422,0.000003421472,0.000008300696,0.000007308417],"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":[0.00001949235,0.000008346383,0.0001231358,0.00005196851,0.000004748071,0.0000411264,0.0000061296,0.0001746568,0.9974868,0.0001355105,0.0001066193,0.001841394],"study_design_scores_gemma":[0.000006999827,0.00007893302,0.001401623,0.000002644489,0.00001076404,0.00008041105,0.00001246455,0.00180239,0.994154,0.00003601524,0.002408633,0.000005063886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824264,0.003842378,0.007551631,0.0001656517,0.00008427366,0.00005363384,0.000202102,0.0003092673,0.005364548],"genre_scores_gemma":[0.9904616,0.001263172,0.005621674,0.00004916198,0.00002241573,0.00001608372,0.0001155853,0.00002918574,0.002421061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006870931,"threshold_uncertainty_score":0.002298534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00955218079627998,"score_gpt":0.2107681215358366,"score_spread":0.2012159407395566,"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."}}