{"id":"W4410820899","doi":"10.1002/anie.202507932","title":"Ultraselective Permeable Polyamide Membranes Prepared via Interfacial Polymerization of Alkane and Deep Eutectic Solvent","year":2025,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Key Research and Development Program of China; Science and Technology Program of Hunan Province; National Natural Science Foundation of China","keywords":"Polyamide; Alkane; Eutectic system; Polymerization; Interfacial polymerization; Membrane; Polymer chemistry; Materials science; Solvent; Chemical engineering; Deep eutectic solvent; Chemistry; Organic chemistry; Polymer; Composite material; Hydrocarbon; Monomer; Microstructure; Engineering","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":[0.0001629491,0.0004586527,0.0001614839,0.0001978821,0.00009577845,0.0002425629,0.0001514571,0.0003040487,0.0004305148],"category_scores_gemma":[0.0001913151,0.0001835877,0.0001745894,0.000122196,0.0002284396,0.0006562537,0.0003295536,0.0004822258,0.0002314537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199706,"about_ca_system_score_gemma":0.0001596826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000163872,"about_ca_topic_score_gemma":0.0003105282,"domain_scores_codex":[0.9999127,0.000009678216,0.000007767148,0.00002312786,0.00002393409,0.00002275638],"domain_scores_gemma":[0.9999243,0.0000136345,0.00002972454,0.000006394703,0.00001354518,0.00001236242],"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":[0.00000490792,0.00000258605,0.00001432588,0.00001589526,0.000001187676,0.00001272998,0.000005798981,0.00003861858,0.9991789,0.0001050365,0.000009995766,0.0006099705],"study_design_scores_gemma":[0.000001737936,0.00001602364,0.0001199187,0.000001596116,0.000002226843,0.00002566864,0.000003599917,0.0003786538,0.9987721,0.00002726675,0.0006493294,0.000001762368],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563121,0.001641711,0.0385532,0.0001389156,0.00006121113,0.00004554364,0.0001516689,0.0002719474,0.002823677],"genre_scores_gemma":[0.9803123,0.001326239,0.01600135,0.00005825509,0.00001648945,0.00004641149,0.0001277605,0.00004955488,0.002061696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004586527,"threshold_uncertainty_score":0.001596034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00501345634671659,"score_gpt":0.2245119566575488,"score_spread":0.2194985003108322,"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."}}