{"id":"W3157215232","doi":"10.1002/aenm.202100204","title":"Determining the Criticality of Li‐Excess for Disordered‐Rocksalt Li‐Ion Battery Cathodes","year":2021,"lang":"en","type":"article","venue":"Advanced Energy Materials","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Natural Science Foundation of China","keywords":"Cathode; Materials science; Percolation (cognitive psychology); Diffusion; Battery (electricity); Ion; Percolation theory; Thermodynamics; Physical chemistry; Chemistry; Physics; Conductivity","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002774415,0.000303451,0.0005569111,0.00004388261,0.0001278698,0.00008029417,0.0003133563,0.0001084438,0.0002491445],"category_scores_gemma":[0.0002369277,0.0002609564,0.00006139054,0.0001134601,0.00009671393,0.0003436972,0.0001508925,0.00004933288,0.000004780429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000528653,"about_ca_system_score_gemma":0.00002310516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007881566,"about_ca_topic_score_gemma":0.00001253696,"domain_scores_codex":[0.9980989,0.0001449672,0.0007586578,0.0003442595,0.0001857841,0.0004674544],"domain_scores_gemma":[0.9985962,0.0004419233,0.0001302338,0.0006036612,0.0001723262,0.00005568874],"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":[0.00005050921,0.00005916528,0.00007377355,0.000486355,0.00004906143,0.000003884314,0.0001094281,0.01661499,0.9737498,0.002437313,0.0001809341,0.006184814],"study_design_scores_gemma":[0.000614292,0.00004241692,0.0004646228,0.0001230662,0.00003896646,0.000005225012,0.00008186342,0.0001230527,0.9848249,0.006495587,0.006869672,0.0003163443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8766449,0.0003136582,0.118365,0.0001408076,0.003361979,0.0002302232,0.000409921,0.0002185372,0.0003149995],"genre_scores_gemma":[0.9904708,0.0002346193,0.007959356,0.0003208685,0.0002911179,0.000320722,0.0001769643,0.00009943391,0.0001261114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1138259,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142388248361717,"score_gpt":0.2633507493095331,"score_spread":0.2491119244733614,"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."}}