{"id":"W2806946208","doi":"10.1002/adfm.201801323","title":"Interface Design and Development of Coating Materials in Lithium–Sulfur Batteries","year":2018,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Western University; Canada Foundation for Innovation","keywords":"Materials science; Coating; Energy storage; Interface (matter); Lithium (medication); Nanotechnology; Electrochemical energy storage; Fabrication; Electrochemistry; Engineering physics; Supercapacitor; Composite material; Electrode; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002905521,0.0002295371,0.0003877511,0.0001318529,0.00006957078,0.00004477429,0.0001059723,0.00009986832,0.0004408201],"category_scores_gemma":[0.00006463119,0.0002170856,0.00000911563,0.00009623913,0.0001560592,0.0003135369,0.0001070377,0.00004562594,0.00002913388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005072439,"about_ca_system_score_gemma":0.00001954001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002746814,"about_ca_topic_score_gemma":0.000003688543,"domain_scores_codex":[0.9987013,0.00004106879,0.0006298553,0.0002411762,0.0001150528,0.0002715768],"domain_scores_gemma":[0.9995477,0.00008596596,0.0001137122,0.0001626703,0.00006250374,0.00002740428],"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":[0.0001470971,0.00001130138,0.00003313198,0.0001440334,0.00001708179,0.00000134356,0.000207264,0.001203563,0.9950793,0.0001957658,0.00004815983,0.002911901],"study_design_scores_gemma":[0.000375195,0.00007803556,0.002430572,0.0001567136,0.000003620356,0.000009484382,0.0001656286,0.00001271747,0.9945314,0.001022611,0.0009896124,0.0002244394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179686,0.00009183453,0.08017571,0.00002161899,0.001182208,0.0002323205,0.0000330869,0.0002407451,0.0000538362],"genre_scores_gemma":[0.930595,0.00003930672,0.06908924,0.00002010755,0.00008358301,0.00009399068,0.00001664922,0.00003612203,0.00002604317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01262632,"threshold_uncertainty_score":0.8852493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169928581130939,"score_gpt":0.2326329982759169,"score_spread":0.2109337124646075,"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."}}