{"id":"W4318615345","doi":"10.2139/ssrn.4326282","title":"Solvometallurgical Recycling of Spent Linixcoymnzo2 (Ncm) Cathode Material Using Ternary Choline Chloride-Ethylene Glycol-P-Toluenesulfonic Acid Deep Eutectic Solvent","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Choline chloride; Deep eutectic solvent; p-Toluenesulfonic acid; Ternary operation; Ethylene glycol; Eutectic system; Chemistry; Solvent; Chloride; Kettle (birds); Nuclear chemistry; Materials science; Organic chemistry; Inorganic chemistry; Catalysis; Computer science","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":[0.00148839,0.0003079324,0.000450202,0.0004135532,0.0002122907,0.00009937164,0.0003197716,0.0001864967,0.0001947869],"category_scores_gemma":[0.00008413036,0.0003038954,0.0002066415,0.0006383273,0.00004480464,0.0004073869,0.00005647872,0.001457141,0.0000897068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008058081,"about_ca_system_score_gemma":0.0006599253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002112942,"about_ca_topic_score_gemma":0.0001448238,"domain_scores_codex":[0.9965484,0.00007321216,0.0009205705,0.0002817633,0.0004410102,0.001735041],"domain_scores_gemma":[0.9991564,0.00005894559,0.0002658026,0.0002298448,0.0001325108,0.0001565248],"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":[0.0006503325,0.0002473068,0.0002619823,0.0002907501,0.0007941558,0.000138451,0.0007155627,0.3164389,0.6635684,0.002390506,0.00005455154,0.01444914],"study_design_scores_gemma":[0.005900781,0.001256833,0.001188193,0.00047885,0.0006075315,0.008755139,0.003377887,0.4581715,0.4683863,0.04084688,0.00893194,0.002098119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502152,0.002062,0.04492807,0.0001496706,0.001872212,0.0001689342,0.00000666399,0.0002987417,0.0002985548],"genre_scores_gemma":[0.9887272,0.009250054,0.0004437375,0.00002301819,0.0009627978,0.00001157861,0.00002428096,0.00008491382,0.0004724465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1951821,"threshold_uncertainty_score":0.9999413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327625341142833,"score_gpt":0.2834133408572385,"score_spread":0.2601370874458102,"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."}}