{"id":"W4385196574","doi":"10.1002/smll.202304131","title":"Manipulating Redox Kinetics using p‐n Heterojunction Biservice Matrix as both Cathode Sulfur Immobilizer and Anode Lithium Stabilizer for Practical Lithium–Sulfur Batteries","year":2023,"lang":"en","type":"article","venue":"Small","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; Natural Science Foundation of Ningxia Province; Natural Science Foundation of Hebei Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Anode; Materials science; Non-blocking I/O; Heterojunction; Cathode; Electrolyte; Chemical engineering; Lithium (medication); Nanotechnology; Electrode; Catalysis; Optoelectronics; Chemistry; Physical chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00005924497,0.0003019178,0.00007612113,0.0000980087,0.00008645569,0.0001929992,0.0001951089,0.0002053326,0.0006794873],"category_scores_gemma":[0.00007036328,0.0001324041,0.0001017818,0.0000808321,0.0001134815,0.0002609235,0.0001068793,0.0001815945,0.0001871616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001706248,"about_ca_system_score_gemma":0.000128426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003882615,"about_ca_topic_score_gemma":0.001088027,"domain_scores_codex":[0.9999702,0.000002070919,0.000002646357,0.00001067861,0.00000887677,0.000005634794],"domain_scores_gemma":[0.9999709,0.000004397924,0.00000921568,0.000003368772,0.000006368095,0.000005869357],"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":[0.00001131024,0.000007497325,0.00004065353,0.00001092661,0.000001591482,0.00001327569,0.000004245112,0.00008023641,0.9992548,0.00007345022,0.00002201541,0.0004799822],"study_design_scores_gemma":[0.000004982336,0.00006533297,0.0005599174,0.000001649962,0.000005409564,0.00002154251,0.000009753656,0.002846749,0.9959459,0.00002372053,0.0005114286,0.00000362915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950518,0.0002868386,0.003185591,0.00004061057,0.00004026273,0.0000101307,0.00007247699,0.0001049099,0.00120746],"genre_scores_gemma":[0.9974468,0.000176342,0.001685264,0.00001302457,0.000005162861,0.000009906395,0.00003005527,0.000007891321,0.0006256367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006794873,"threshold_uncertainty_score":0.002273142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04859341496763574,"score_gpt":0.3026054530525651,"score_spread":0.2540120380849294,"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."}}