{"id":"W4309820051","doi":"10.1149/ma2022-024472mtgabs","title":"Designing High Entropy Amorphous Oxides for Li-Battery Electrolytes","year":2022,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Phase-change materials and chalcogenides","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amorphous solid; Materials science; Electrolyte; Fast ion conductor; Anode; Chemical engineering; Sintering; Oxide; Crystallography; Metallurgy; Electrode; Chemistry; Physical chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001456518,0.0002481867,0.0003227724,0.00009885579,0.0008055945,0.0002361285,0.0003952111,0.00005546535,0.000603471],"category_scores_gemma":[0.0002828943,0.0002517125,0.000100248,0.0001076805,0.00004932871,0.0001527652,0.0001622686,0.0001398574,0.00008592831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149584,"about_ca_system_score_gemma":0.00007101756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000276864,"about_ca_topic_score_gemma":0.000007281442,"domain_scores_codex":[0.9977735,0.0001451994,0.0004785053,0.0004851417,0.0003803118,0.0007373939],"domain_scores_gemma":[0.9987248,0.0004678206,0.0003673599,0.0002565947,0.00006453486,0.0001189135],"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":[0.0001406937,0.00008542855,0.00005788955,0.00004577207,0.00001270536,0.0000392928,0.0002857475,0.01452223,0.9827869,0.00003023364,0.001935467,0.00005762879],"study_design_scores_gemma":[0.0005179385,0.0002469783,0.0002842188,0.00003377938,0.00003589461,0.00004611337,0.000256511,0.0001813948,0.9942774,0.001427653,0.002389689,0.000302391],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965026,0.0003342978,0.0001340802,0.0003531608,0.001154858,0.0003532742,0.0001320345,0.0002737577,0.0007619338],"genre_scores_gemma":[0.9911455,0.000007442044,0.007162167,0.0004312657,0.0006422091,0.0003205104,0.00004694319,0.00006422376,0.0001797769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01434084,"threshold_uncertainty_score":0.9999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285038092301337,"score_gpt":0.2417986796619623,"score_spread":0.2189482987389489,"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."}}