{"id":"W4319788467","doi":"10.1002/slct.202204086","title":"Binary Carbon Modification Promoting the Electrochemical Performance of Silicon Anode for Lithium‐Ion Batteries","year":2023,"lang":"en","type":"article","venue":"ChemistrySelect","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"National Natural Science Foundation of China","keywords":"Materials science; Anode; Silicon; Chemical engineering; Graphite; Electrolyte; Surface modification; Electrochemistry; Lithium (medication); Nanowire battery; Electrode; Nanotechnology; Composite material; Lithium vanadium phosphate battery; Optoelectronics; 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":[0.00005639152,0.0002791643,0.0001149858,0.0002804882,0.0001129265,0.0001875097,0.0001587315,0.0003244962,0.001487786],"category_scores_gemma":[0.0001693739,0.0001165596,0.0001133491,0.000200539,0.0001393003,0.0001676176,0.000105365,0.0002056592,0.0002828942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001312364,"about_ca_system_score_gemma":0.0001152472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003769171,"about_ca_topic_score_gemma":0.001344253,"domain_scores_codex":[0.999939,0.000005428032,0.000004981508,0.00001414066,0.00002212565,0.00001425154],"domain_scores_gemma":[0.9999299,0.0000125217,0.00001379247,0.000006754461,0.0000209983,0.00001602699],"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":[0.00002504447,0.000009869877,0.0000609773,0.00002910928,0.000002499583,0.00002901856,0.000004481516,0.00003769518,0.9987979,0.00006380063,0.00004154006,0.000898085],"study_design_scores_gemma":[0.000004835213,0.00006318343,0.001168716,0.000002749189,0.00000572219,0.00004329702,0.00000533896,0.0007300243,0.9973356,0.00001872862,0.0006182739,0.000003496524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947673,0.000765366,0.001542716,0.00004804108,0.00006221046,0.00001334273,0.00007865279,0.0000789644,0.00264331],"genre_scores_gemma":[0.9971042,0.0002841997,0.001404328,0.0000239055,0.000007884459,0.000005314331,0.00006987279,0.00001315489,0.001087268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001487786,"threshold_uncertainty_score":0.004977167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540171214276651,"score_gpt":0.2453488959577725,"score_spread":0.229947183815006,"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."}}