{"id":"W4404043176","doi":"10.1002/adfm.202416826","title":"D‐Band Center Modulation of Metallic Co‐Incorporated Co<sub>7</sub>Fe<sub>3</sub> Alloy Heterostructure for Regulating Polysulfides in Highly Efficient Lithium‐Sulfur Batteries","year":2024,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"National Natural Science Foundation of China","keywords":"Materials science; Heterojunction; Alloy; Lithium (medication); Metal; Lithium metal; Sulfur; Center (category theory); Inorganic chemistry; Nanotechnology; Metallurgy; Optoelectronics; Physical chemistry; Electrode; Crystallography; Anode","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":[0.000216929,0.0004823655,0.0006726865,0.0003528183,0.0001120372,0.0001552829,0.0001517885,0.0002582422,0.00003405209],"category_scores_gemma":[0.00005822357,0.000450494,0.0001142214,0.0002860294,0.0001382268,0.0005127296,0.00005187056,0.000140114,0.00001548335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311701,"about_ca_system_score_gemma":0.00002426133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001533495,"about_ca_topic_score_gemma":0.000004862324,"domain_scores_codex":[0.9976445,0.00005485911,0.0009845211,0.0005590092,0.0002750147,0.0004821016],"domain_scores_gemma":[0.9991311,0.0001755215,0.0002206108,0.0003214637,0.00009602571,0.00005524112],"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":[0.0002873353,0.00003033545,0.00004751466,0.0007159556,0.00008816837,0.00000631792,0.00004901935,0.1096165,0.8870357,0.0007435125,0.0001170044,0.001262572],"study_design_scores_gemma":[0.0007869687,0.0001211037,0.002185877,0.0003806623,0.00003024468,0.00001992965,0.0000414602,0.001790531,0.9884188,0.005450146,0.0003467933,0.0004275174],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863484,0.0002322732,0.007874164,0.00009623049,0.002849614,0.0007085018,0.001118596,0.0007566916,0.00001552089],"genre_scores_gemma":[0.9965597,0.00007174549,0.001698165,0.00003520496,0.0002288513,0.0002736223,0.0009982131,0.00012219,0.0000123188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.107826,"threshold_uncertainty_score":0.9997947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141570731267027,"score_gpt":0.2207713451670529,"score_spread":0.2093556378543826,"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."}}