{"id":"W4400338819","doi":"10.1016/j.cej.2024.153588","title":"Enhanced performance of graphene-incorporated electrodes for solid-state lithium-sulfur batteries through facilitated ionic diffusion pathways","year":2024,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Graphene; Lithium (medication); Diffusion; Electrode; Ionic bonding; Sulfur; Lithium–sulfur battery; Materials science; Chemical engineering; Electrochemistry; Solid-state; Inorganic chemistry; Nanotechnology; Chemistry; Ion; Organic chemistry; Physical 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":[0.0001234274,0.0005106703,0.0002183407,0.000314301,0.0001991598,0.0004812576,0.0005593739,0.0005714448,0.001183484],"category_scores_gemma":[0.0002730911,0.0001721645,0.0002239117,0.0003090759,0.0002006312,0.0005488459,0.0003425175,0.00033211,0.0003619537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003398249,"about_ca_system_score_gemma":0.0001514613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005633909,"about_ca_topic_score_gemma":0.001936071,"domain_scores_codex":[0.9998748,0.00001532311,0.000009564387,0.00002066395,0.00004782176,0.00003182057],"domain_scores_gemma":[0.9999112,0.00002285343,0.00001809361,0.000007265054,0.00002656078,0.00001403253],"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":[0.0001782518,0.00002542227,0.00009770134,0.00009499623,0.00001103143,0.00009019462,0.00004341354,0.0002280876,0.9961581,0.0002994569,0.0001537996,0.002619595],"study_design_scores_gemma":[0.000006494634,0.0001220139,0.0003004691,0.000004266602,0.00001061446,0.00003432318,0.00001474734,0.001540083,0.9969854,0.00003588208,0.000938343,0.000007453794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957693,0.0008596735,0.001247556,0.0001008507,0.00005191159,0.00000756919,0.0001593927,0.000142725,0.001661188],"genre_scores_gemma":[0.9969598,0.0003909222,0.001207488,0.00002258777,0.000009409485,0.000005110241,0.0001138869,0.00001442195,0.001276439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001183484,"threshold_uncertainty_score":0.003959119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009598034534164008,"score_gpt":0.2108391235801179,"score_spread":0.2012410890459539,"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."}}