{"id":"W7116844270","doi":"10.1016/j.memsci.2025.125090","title":"Extractant-functionalized LiAl-LDH membrane with synergistic sites for high permeability and selectivity for Li+/Mg2+ separation","year":2025,"lang":"en","type":"article","venue":"Journal of Membrane Science","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Science Foundation of Qinghai; National Natural Science Foundation of China; Canadian Anesthesiologists' Society","keywords":"Membrane; Selectivity; Permeation; Hydroxide; Selective adsorption; Adsorption; Nanofiltration; Electrodialysis","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":[0.001140143,0.0001321266,0.0002526922,0.0002440545,0.000301585,0.0001553698,0.0001448771,0.00005544668,0.00004664158],"category_scores_gemma":[0.0008410913,0.000104705,0.00005172802,0.0005428522,0.0001725275,0.0009889237,0.000008056481,0.0001366221,5.602386e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031523,"about_ca_system_score_gemma":0.0003683593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003733006,"about_ca_topic_score_gemma":0.00003351221,"domain_scores_codex":[0.9988905,0.00002027181,0.000376064,0.000201822,0.000319195,0.0001921044],"domain_scores_gemma":[0.9982483,0.0005744974,0.0001600762,0.0001066443,0.0008193169,0.00009114179],"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":[0.0007609564,0.0001144554,0.0004396171,0.0006444296,0.00006353694,0.000001417206,0.0001800659,0.04968749,0.9396335,0.005417591,0.0008812379,0.002175735],"study_design_scores_gemma":[0.005011081,0.0009169861,0.01181517,0.0002512715,0.0002952643,0.0001805135,0.0002872188,0.2650413,0.6978638,0.005135071,0.01264196,0.0005603853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6879052,0.0003414872,0.3090092,0.000623644,0.0006453971,0.0003964915,0.0000145102,0.00005854179,0.001005477],"genre_scores_gemma":[0.9932639,0.00007032736,0.005617843,0.00007108541,0.0001078521,0.00002714209,0.000003011265,0.00000884258,0.0008300253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3053586,"threshold_uncertainty_score":0.4269748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248518422350243,"score_gpt":0.2908149896859835,"score_spread":0.2783298054624811,"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."}}