{"id":"W2170218824","doi":"10.6000/1929-6037.2015.04.03.3","title":"Vapor Permeation of Aqueous Ethanol through Agarose-Sericin Membrane","year":2015,"lang":"en","type":"article","venue":"Journal of Membrane and Separation Technology","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permeation; Membrane; Chemistry; Aqueous solution; Chromatography; Ethanol; Chemical engineering; Reverse osmosis; Agarose; Organic chemistry; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001117169,0.0002488201,0.0001871516,0.0001233839,0.0001293589,0.0001670766,0.0002323131,0.0002511588,0.0004191829],"category_scores_gemma":[0.00009577535,0.0001037438,0.00026429,0.000120477,0.0001046996,0.0002850047,0.0001899969,0.0003658805,0.0002019593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963492,"about_ca_system_score_gemma":0.0001578055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007905926,"about_ca_topic_score_gemma":0.0004503664,"domain_scores_codex":[0.9999189,0.000009351495,0.000005655862,0.00002126707,0.00002092269,0.00002389077],"domain_scores_gemma":[0.9999478,0.0000133296,0.000012915,0.00000535755,0.00001289234,0.000007757279],"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":[0.00001509027,0.000003612993,0.00004181163,0.00002718411,0.000002167778,0.00003690588,0.000007900222,0.00002512031,0.9991701,0.00004050605,0.00001063712,0.0006189741],"study_design_scores_gemma":[0.00000181597,0.00004284464,0.0003334516,0.000002989731,0.000004574412,0.00006689415,0.00000893388,0.000465167,0.9986203,0.00001141138,0.0004398721,0.000001911035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859511,0.001404069,0.01079635,0.0001183872,0.00003165735,0.00001675422,0.0001144948,0.0001113697,0.001455923],"genre_scores_gemma":[0.9939221,0.0008498389,0.003177338,0.00003159796,0.000007449568,0.00000923885,0.0001146868,0.0000128663,0.001874871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007905926,"threshold_uncertainty_score":0.001572013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02746078406333902,"score_gpt":0.2919342401276339,"score_spread":0.2644734560642948,"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."}}