{"id":"W4391282575","doi":"10.31635/renewables.024.202300048","title":"Constructing Abnormal Step-Scheme Nano-Heterointerfaces as Sulfur Electrocatalysts with Desirable Electron Confinement for Practical Li-S Battery","year":2024,"lang":"en","type":"article","venue":"Renewables","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nano-; Electron; Battery (electricity); Materials science; Sulfur; Nanotechnology; Physics; Metallurgy; Composite material; Quantum mechanics","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":[0.0000550406,0.000187348,0.0001590523,0.0001222821,0.0001216537,0.0003172044,0.000362232,0.0003090889,0.0008953417],"category_scores_gemma":[0.00009195162,0.0001428145,0.0001542633,0.0001357595,0.0001519656,0.0002646094,0.0002192402,0.0003132883,0.000340099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002256036,"about_ca_system_score_gemma":0.0001429532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003103547,"about_ca_topic_score_gemma":0.001121586,"domain_scores_codex":[0.9999553,0.000002703076,0.000003932007,0.00001091804,0.0000150178,0.00001218317],"domain_scores_gemma":[0.9999727,0.000003454552,0.000005150631,0.000005589107,0.000007054239,0.000006143945],"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":[0.00005254813,0.00002816819,0.0001713203,0.00004825183,0.000009048457,0.00006542521,0.00002574781,0.0002630498,0.9942495,0.001878435,0.0001823215,0.003026263],"study_design_scores_gemma":[0.000009227576,0.00009204518,0.0006204488,0.000003063234,0.00001156746,0.00006536592,0.00002450673,0.004474768,0.9926524,0.000237275,0.001801667,0.00000753298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875783,0.0003569586,0.007451074,0.00008370515,0.00008294065,0.00002412139,0.0001327012,0.0002381386,0.004051973],"genre_scores_gemma":[0.9950936,0.000155537,0.002930116,0.00003162006,0.000006681903,0.00001600719,0.00008368307,0.00002207045,0.001660743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008953417,"threshold_uncertainty_score":0.002995253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214394825283247,"score_gpt":0.2530368450422132,"score_spread":0.2408928967893808,"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."}}