{"id":"W2015773945","doi":"10.1016/j.microc.2011.06.009","title":"Adsorption of phenolic compounds onto trimethylstearylammonium surfactant-immobilized cation-exchange membranes","year":2011,"lang":"en","type":"article","venue":"Microchemical Journal","topic":"Protein purification and stability","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natrix Separations (Canada)","funders":"Ministry of Education; National Science Council; Aba Teachers University; National Science Foundation","keywords":"Adsorption; Pulmonary surfactant; Membrane; Chemistry; Ion exchange; Chemical engineering; Chromatography; Inorganic chemistry; Organic chemistry; Ion; 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":[0.0003634917,0.0004489383,0.0004061137,0.0002629363,0.0003313721,0.0003601616,0.0004000654,0.0004163726,0.001024438],"category_scores_gemma":[0.0003426207,0.000211547,0.0004275597,0.0002605802,0.0001723387,0.0003557479,0.0002118714,0.0004812856,0.0004709184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000385445,"about_ca_system_score_gemma":0.0002833326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405096,"about_ca_topic_score_gemma":0.001655697,"domain_scores_codex":[0.999743,0.00004121808,0.0000159038,0.00004814298,0.00004673432,0.0001050135],"domain_scores_gemma":[0.9998397,0.00006247033,0.00002406045,0.00001734967,0.00003426071,0.00002220818],"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":[0.0001302194,0.00001315488,0.00006677656,0.00003040561,0.000008353159,0.00002458504,0.00001986375,0.00005522831,0.9989271,0.00004313335,0.00001964076,0.0006614443],"study_design_scores_gemma":[0.000005886865,0.00007945367,0.0005526152,0.000003314768,0.00000928558,0.00001747249,0.00001687358,0.0004534533,0.9984636,0.00001776029,0.000377121,0.000003193432],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939718,0.000906113,0.004054458,0.00008748026,0.00003222217,0.00002170442,0.0001253136,0.00005595523,0.0007449791],"genre_scores_gemma":[0.9912422,0.001072564,0.004197907,0.00005329541,0.00002485814,0.00002163531,0.0003079571,0.00002335821,0.003056225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001405096,"threshold_uncertainty_score":0.003427029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0256447639158876,"score_gpt":0.247973218875877,"score_spread":0.2223284549599894,"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."}}