{"id":"W4412617947","doi":"10.1016/s1003-6326(25)66824-5","title":"Efficient direct regeneration of spent LiFePO4 by low-temperature sintering","year":2025,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"Natural Science Foundation for Distinguished Young Scholars of Hunan Province; National Natural Science Foundation of China","keywords":"Sintering; Regeneration (biology); Materials science; Chemical engineering; Metallurgy; Engineering; Cell biology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001815311,0.0001504157,0.0003448319,0.000077381,0.00006483628,0.00001272288,0.0001091474,0.0001074892,0.000123264],"category_scores_gemma":[0.00001008413,0.0001527957,0.0003008666,0.0003302351,0.00005991552,0.00009567125,0.000003481643,0.0001650545,0.000001261328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000438248,"about_ca_system_score_gemma":0.00005028457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003470616,"about_ca_topic_score_gemma":0.00001539263,"domain_scores_codex":[0.9990247,0.0000318623,0.0004981643,0.0001401101,0.0001926794,0.0001124404],"domain_scores_gemma":[0.9995083,0.00005468342,0.00009945541,0.0001838671,0.0001217106,0.00003203021],"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":[0.00001019475,0.0001469906,0.000004883463,0.0005370976,0.0001639216,5.082148e-8,0.0008381336,0.3610307,0.6359827,0.00005719668,0.0008984351,0.0003297726],"study_design_scores_gemma":[0.0002946373,0.00004034158,0.0002343154,0.0001340941,0.0000941637,0.000001488721,0.0003180566,0.07005405,0.9279529,0.00003102936,0.0007323852,0.000112488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7544903,0.001636117,0.2383361,0.0002015157,0.0003600921,0.0001840634,0.00005850942,0.0001032495,0.004629984],"genre_scores_gemma":[0.9958498,0.0007181467,0.002397937,0.00001668657,0.00001361014,0.00001200983,0.00001460657,0.00001567037,0.000961568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2919703,"threshold_uncertainty_score":0.6230828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007176113922628444,"score_gpt":0.2405680732688528,"score_spread":0.2333919593462244,"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."}}