{"id":"W3037279968","doi":"10.1002/adma.202002403","title":"Consolidating Lithiothermic‐Ready Transition Metals for Li<sub>2</sub>S‐Based Cathodes","year":2020,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Office of Energy Efficiency; Natural Sciences and Engineering Research Council of Canada; Basic Energy Sciences; Division of Chemical, Bioengineering, Environmental, and Transport Systems; Office of Science; National Science Foundation; Beijing Institute of Technology; University of Waterloo; Argonne National Laboratory; Office of Energy Efficiency and Renewable Energy; U.S. Department of Energy; University of Chicago","keywords":"Materials science; Cathode; Transition metal; Nanotechnology; Engineering physics; Inorganic chemistry; Physical chemistry; Catalysis; 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":[0.00006721244,0.0002578328,0.0001323239,0.0001540489,0.00008309999,0.0003095383,0.0002242267,0.0002244012,0.0009417645],"category_scores_gemma":[0.0001221251,0.0001273416,0.0001291027,0.00009946723,0.0001801163,0.0003030153,0.0002355835,0.0002160884,0.0005006646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015077,"about_ca_system_score_gemma":0.0001282227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002680204,"about_ca_topic_score_gemma":0.0008731609,"domain_scores_codex":[0.9999461,0.000006363536,0.000004876827,0.00001096042,0.00002039239,0.00001123821],"domain_scores_gemma":[0.999964,0.000005399524,0.00001293424,0.000003605898,0.0000091452,0.00000479227],"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":[0.0000317175,0.000009043589,0.00008703179,0.00006684691,0.000003915727,0.00004318399,0.00002023669,0.0001439004,0.9967176,0.0003764113,0.0001190871,0.002380982],"study_design_scores_gemma":[0.000004950239,0.00005358249,0.0002004135,0.00000231064,0.000004133477,0.00003562545,0.00001033676,0.00104642,0.9962434,0.00003209639,0.002364077,0.000002642012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838997,0.001260309,0.009404978,0.0001354752,0.00006737748,0.00002835274,0.00009344727,0.0003857939,0.00472472],"genre_scores_gemma":[0.9921211,0.0005532846,0.004941819,0.00003546684,0.00001562127,0.0000143137,0.00007626976,0.00004586083,0.002196266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009417645,"threshold_uncertainty_score":0.003150463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02468547594746924,"score_gpt":0.2604385511402078,"score_spread":0.2357530751927386,"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."}}