{"id":"W2382946056","doi":"10.1021/acs.nanolett.6b00577","title":"Safe and Durable High-Temperature Lithium–Sulfur Batteries via Molecular Layer Deposited Coating","year":2016,"lang":"en","type":"article","venue":"Nano Letters","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); Western University","funders":"Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Office of Science; Soochow University; Canada Foundation for Innovation; U.S. Department of Energy","keywords":"Electrolyte; Coating; Materials science; Electrochemistry; Energy storage; Battery (electricity); Propylene carbonate; Sulfur; Chemical engineering; Cathode; Lithium (medication); Electrode; Nanotechnology; Chemistry; Metallurgy","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":[0.00004186705,0.0001924808,0.0001841249,0.00006754914,0.00007306889,0.00006577597,0.0001127597,0.0001176053,0.0000446725],"category_scores_gemma":[0.00001862261,0.0001411329,0.00002436503,0.00008944072,0.00007132192,0.0002218021,0.00005618221,0.00007477793,0.00001971159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003194476,"about_ca_system_score_gemma":0.000002233168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007782838,"about_ca_topic_score_gemma":0.000002875489,"domain_scores_codex":[0.9992213,0.00001624154,0.0001730025,0.0002058121,0.0000944908,0.0002891577],"domain_scores_gemma":[0.9996605,0.00003853368,0.00003132746,0.000218665,0.00001574706,0.00003525681],"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":[0.000008783764,0.00000258099,0.0002714225,0.00004830124,0.00002278645,0.0000407504,0.00002338832,0.0001468282,0.9967958,0.00008239564,0.001093428,0.001463568],"study_design_scores_gemma":[0.000294078,0.0000210461,0.0006256427,0.00008597052,0.000009361882,0.00002734645,0.0000108256,0.000005218928,0.9967062,0.0001535971,0.001830818,0.0002299061],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988049,0.0001571383,0.006889833,0.003877923,0.0002956716,0.0000930794,0.00001607494,0.000562558,0.00005866641],"genre_scores_gemma":[0.9945112,0.00005530323,0.004201065,0.001061446,0.00005168003,0.00002467449,0.000005233853,0.00004342947,0.0000459369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006462176,"threshold_uncertainty_score":0.5755234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003789304182601698,"score_gpt":0.1759996637323868,"score_spread":0.1722103595497851,"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."}}