{"id":"W4404494533","doi":"10.1007/978-3-031-67398-6_238","title":"Lithium Separation from Monovalent Cations of a Synthetic Brine Using Supported Liquid Membranes","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Brine; Membrane; Chemical engineering; Chemistry; Materials science; Chromatography; Organic chemistry; Engineering; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006209459,0.0002875035,0.0002397545,0.0003801871,0.0002605936,0.0007283158,0.000506125,0.0003989502,0.004754126],"category_scores_gemma":[0.00006473613,0.0002058421,0.0003221449,0.0004306675,0.0001457668,0.0009023327,0.0003271255,0.0005921095,0.003505074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215913,"about_ca_system_score_gemma":0.0002476065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004160134,"about_ca_topic_score_gemma":0.001035725,"domain_scores_codex":[0.9999578,0.000003013557,0.000003156495,0.000007042806,0.00002334635,0.000005625343],"domain_scores_gemma":[0.9999834,0.000005873283,0.000001763222,0.000002572595,0.00000493678,0.000001415457],"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":[0.0001107945,0.00009550733,0.00008517157,0.0008677869,0.00001423934,0.0002405783,0.000173184,0.0008738419,0.8395538,0.01577389,0.004759831,0.1374514],"study_design_scores_gemma":[0.0000111587,0.0001269704,0.0001991368,0.00009534289,0.00001551599,0.0003744202,0.0000605767,0.002044144,0.8752545,0.002741669,0.1190625,0.00001405641],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3849458,0.07061322,0.1363703,0.002555193,0.001104151,0.0002325282,0.001092921,0.002008682,0.4010773],"genre_scores_gemma":[0.3477701,0.02968011,0.03438643,0.000446131,0.0001688732,0.0000981791,0.0009195508,0.0003602486,0.5861704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004754126,"threshold_uncertainty_score":0.01590413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02974222208188029,"score_gpt":0.2787169546549461,"score_spread":0.2489747325730658,"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."}}