{"id":"W2077410131","doi":"10.1016/j.memsci.2014.06.007","title":"The synthesis of super-hydrophilic and acid-proof Ge–ZSM-5 membranes by simultaneous incorporation of Ge and Al into a Silicalite-1 framework","year":2014,"lang":"en","type":"article","venue":"Journal of Membrane Science","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Ministerul Educaţiei Naţionale; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Pervaporation; Membrane; Acetic acid; Permeation; Dehydration; Chemistry; Ethanol; Zeolite; Chemical engineering; Inorganic chemistry; Nuclear chemistry; Organic chemistry; Catalysis; 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":[0.0001522447,0.0002812269,0.0001563133,0.0001386315,0.0001498451,0.0001878096,0.0002307248,0.0003875428,0.0005873506],"category_scores_gemma":[0.0001018945,0.0001561767,0.000267704,0.0001292022,0.0001536267,0.0003541538,0.0002513878,0.0003676174,0.0003213872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003004677,"about_ca_system_score_gemma":0.0002668631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004765749,"about_ca_topic_score_gemma":0.001107683,"domain_scores_codex":[0.9999304,0.000006080383,0.000005699623,0.00001462773,0.00002318748,0.00001999689],"domain_scores_gemma":[0.9999657,0.00000504318,0.00001236103,0.000004957943,0.00000642056,0.000005472943],"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":[0.00001480077,0.000003211447,0.00002953749,0.00004227852,0.000003210743,0.00003301543,0.0000133566,0.0001067965,0.9983149,0.0003088168,0.00002691554,0.001103215],"study_design_scores_gemma":[0.000003437142,0.00002730066,0.0002453102,0.000001735793,0.000003648084,0.00003416135,0.000005738907,0.000437215,0.9976335,0.00005509239,0.001549613,0.000003181879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774883,0.001444484,0.01734073,0.0001363319,0.00003918667,0.00003767,0.0002866828,0.0001714268,0.003055233],"genre_scores_gemma":[0.984172,0.0008516709,0.01202319,0.00004112769,0.000009830025,0.00002239599,0.000231238,0.00002855597,0.002619968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005873506,"threshold_uncertainty_score":0.00218004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00515019662595733,"score_gpt":0.2274500298288799,"score_spread":0.2222998332029226,"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."}}