{"id":"W4390917919","doi":"10.1021/acsaem.3c02748","title":"Pioneering Combinatorial Investigation to Unlock the Potential of Lithium Borosilicate Glasses as Solid Electrolytes","year":2024,"lang":"en","type":"article","venue":"ACS Applied Energy Materials","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Samsung Advanced Institute of Technology","keywords":"Borosilicate glass; Ionic conductivity; Lithium (medication); Electrochemical window; Electrolyte; Materials science; Electrochemistry; Fast ion conductor; Ionic bonding; Conductivity; Solubility; Chemical engineering; Anode; Glass transition; Nanotechnology; Ion; Chemistry; Electrode; Physical chemistry; Composite material; 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":[0.0002381663,0.0003749173,0.0002505892,0.0003764612,0.0001928434,0.0004845691,0.0002350527,0.0002595878,0.0007603032],"category_scores_gemma":[0.0005086932,0.00020835,0.0002806607,0.0002920481,0.0002944309,0.0006145059,0.000354385,0.0007598136,0.0002575697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003252696,"about_ca_system_score_gemma":0.0002229323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003506005,"about_ca_topic_score_gemma":0.0008265564,"domain_scores_codex":[0.9998313,0.00002131607,0.00001457305,0.00004385954,0.00006496136,0.00002398867],"domain_scores_gemma":[0.9998486,0.00004956316,0.00003309225,0.00001405273,0.00003649863,0.00001814006],"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":[0.00006229059,0.00009046104,0.0004167324,0.0004532245,0.00002369392,0.0001777021,0.0001152682,0.0008486055,0.9669146,0.004313726,0.000257157,0.02632655],"study_design_scores_gemma":[0.00001253049,0.0006437105,0.0007377514,0.00003718766,0.00003203955,0.0001473301,0.00004420299,0.001946165,0.9805291,0.0006611813,0.015193,0.00001576277],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292493,0.02542762,0.03114171,0.0005899402,0.0001876841,0.0002197722,0.0004787054,0.0002740634,0.01243114],"genre_scores_gemma":[0.9560149,0.01669108,0.02309274,0.0002261956,0.00005898649,0.000182052,0.0003846095,0.00007008856,0.003279358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007603032,"threshold_uncertainty_score":0.002543509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004606219914017714,"score_gpt":0.2033021592317257,"score_spread":0.198695939317708,"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."}}