{"id":"W4405905071","doi":"10.1016/j.jechem.2024.12.028","title":"Issues towards the maximization of Ni content in resynthesized LiNi Co Mn O2 from spent Li-ion batteries","year":2024,"lang":"en","type":"article","venue":"Journal of Energy Chemistry","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute for Information and Communications Technology Promotion; Information Technology Research Centre; National Research Foundation of Korea","keywords":"Ion; Content (measure theory); Materials science; Chemistry; Mathematics; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000126985,0.00008089228,0.0001576483,0.0000346001,0.00001396314,0.00005009113,0.0001010927,0.00006741389,0.0006282743],"category_scores_gemma":[0.00006694497,0.00005852924,0.00005889244,0.00008098113,0.00002330917,0.0001234229,0.00000740813,0.0001449714,0.000001861457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004445199,"about_ca_system_score_gemma":0.00004194677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000414096,"about_ca_topic_score_gemma":0.00001086752,"domain_scores_codex":[0.9992862,0.00001303191,0.0004069529,0.00005992714,0.0001699694,0.00006396159],"domain_scores_gemma":[0.9996505,0.00006784717,0.00009528777,0.0000772814,0.00007995755,0.00002912903],"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":[0.0001398917,0.00006708891,0.000203921,0.0002809998,0.000169085,0.00004980911,0.0009417038,0.02263803,0.9520984,0.0001139437,0.01942543,0.003871683],"study_design_scores_gemma":[0.0001696666,0.0000102605,0.0002578925,0.0002230635,0.0000160393,0.00001932155,0.0003448343,0.002756589,0.9025028,0.0002326786,0.09340333,0.00006347581],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579315,0.01985523,0.00460652,0.002907121,0.001158409,0.00003868171,0.00003009911,0.00007803665,0.01339436],"genre_scores_gemma":[0.9945186,0.002673863,0.0001680244,0.00005881979,0.0003089161,0.000002226032,0.00001383127,0.00001335267,0.002242302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07397791,"threshold_uncertainty_score":0.6879163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03133998245989657,"score_gpt":0.2663948681599902,"score_spread":0.2350548857000936,"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."}}