{"id":"W4214604046","doi":"10.1002/admi.202102142","title":"Enhanced Electrochemical Kinetics on Ni<sub>2</sub>P Polar Mediators Integrated with Graphene for Lithium–Sulfur Batteries","year":2022,"lang":"en","type":"article","venue":"Advanced Materials Interfaces","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Interreg; China Scholarship Council; Queen's University; Queen's University Belfast; European Commission","keywords":"Materials science; Polar; Graphene; Electrochemistry; Dielectric spectroscopy; Kinetics; Lithium–sulfur battery; Lithium (medication); Sulfur; Chemical polarity; X-ray photoelectron spectroscopy; Chemical engineering; Electrochemical kinetics; Nanotechnology; Electrode; Physical chemistry; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000109459,0.000424532,0.0001653837,0.0002884694,0.0001401335,0.0002825204,0.0002584885,0.0002171223,0.00118847],"category_scores_gemma":[0.000185003,0.0001241736,0.0001566146,0.0002490093,0.0002128141,0.0003862609,0.0002182381,0.000211785,0.0002585457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966197,"about_ca_system_score_gemma":0.00009481113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005182244,"about_ca_topic_score_gemma":0.0009762164,"domain_scores_codex":[0.9999031,0.000016038,0.000004988327,0.00001777192,0.00003961791,0.0000185084],"domain_scores_gemma":[0.9999567,0.000009010875,0.00001053093,0.00000454286,0.00001269475,0.000006611159],"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":[0.000093878,0.00001210976,0.0001774158,0.00005876202,0.000005213622,0.00006750032,0.00003179744,0.00008761088,0.9965083,0.0001237596,0.00006506764,0.002768559],"study_design_scores_gemma":[0.00000338415,0.000078303,0.0005369983,0.000002206725,0.000008298433,0.0000316858,0.00002184872,0.000936083,0.9977244,0.00001891293,0.0006341675,0.000003695946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941416,0.001320939,0.001965209,0.0000725026,0.00004657421,0.00001862664,0.0001112046,0.0001573624,0.002165857],"genre_scores_gemma":[0.9977849,0.0003641067,0.0008555579,0.0000153038,0.000004758499,0.000005947443,0.00003895995,0.000009079004,0.0009214862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00118847,"threshold_uncertainty_score":0.003975809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004621035607089775,"score_gpt":0.1995923400588104,"score_spread":0.1949713044517206,"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."}}