{"id":"W4385453891","doi":"10.1021/acs.chemmater.3c00505","title":"Benefits and Limitations of 226 Substitutions into Li-La-Ti-O Perovskites","year":2023,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Conductivity; Perovskite (structure); Electrolyte; Cathode; Materials science; Valence (chemistry); Grain boundary; Electrochemistry; Anode; Inorganic chemistry; Crystallography; Chemistry; Physical chemistry; Microstructure; Electrode","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":[0.0003001673,0.0002626196,0.000250498,0.0001551697,0.0001981838,0.0006656014,0.0005344228,0.0003230657,0.0008194201],"category_scores_gemma":[0.0007377481,0.0002096187,0.0002135766,0.0001948824,0.0002521139,0.000590018,0.0004066487,0.0004612889,0.0003713651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001897473,"about_ca_system_score_gemma":0.0002752122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004606724,"about_ca_topic_score_gemma":0.001260663,"domain_scores_codex":[0.999718,0.00004135119,0.00004199665,0.0000494292,0.0001004308,0.00004877782],"domain_scores_gemma":[0.9997244,0.00007582529,0.00006162823,0.00004816256,0.000070285,0.00001959579],"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":[0.0001277941,0.00002267963,0.0008087636,0.0001722376,0.00001245548,0.0001418801,0.00003559201,0.0005718243,0.9883165,0.0004348826,0.00005147896,0.009303856],"study_design_scores_gemma":[0.000007683526,0.0002619753,0.0008472606,0.0000150653,0.00003056947,0.0005233464,0.00005713345,0.0009524804,0.9921886,0.0001713531,0.004937354,0.000007267993],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896685,0.003630252,0.002624412,0.0002897335,0.00003236885,0.00001659651,0.0001098493,0.0001030994,0.003525132],"genre_scores_gemma":[0.9921922,0.001985016,0.004245057,0.00008692432,0.0000134532,0.00001083294,0.0001297988,0.00004078255,0.001295901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008194201,"threshold_uncertainty_score":0.002741218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752704531120356,"score_gpt":0.225054181703542,"score_spread":0.1975271363923384,"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."}}