{"id":"W2367906390","doi":"","title":"Modification of PDMS Membrane by Organo-montmorillonite for Pervaporation of Acetic Acid over Water","year":2007,"lang":"en","type":"article","venue":"Guocheng gongcheng xuebao","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Pervaporation; Montmorillonite; Membrane; Acetic acid; Chemical engineering; Polydimethylsiloxane; Thermal stability; Chemistry; Selectivity; Organoclay; Bromide; Silicate; Materials science; Permeation; Organic chemistry; Catalysis","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":[0.0001020449,0.0003015593,0.0001767972,0.000124654,0.0001897033,0.0001815609,0.0002030944,0.0002318909,0.0005511596],"category_scores_gemma":[0.0001269787,0.0001773613,0.0003277889,0.00008571908,0.0001597201,0.0002169164,0.0001573767,0.000256706,0.0002748336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002557678,"about_ca_system_score_gemma":0.0002431756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008940486,"about_ca_topic_score_gemma":0.001557901,"domain_scores_codex":[0.9999175,0.000007238819,0.000004981477,0.00001658577,0.00002749183,0.00002614093],"domain_scores_gemma":[0.9999396,0.00001360249,0.000015353,0.000006904426,0.00001064555,0.00001392768],"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":[0.000008203339,0.000002525271,0.00003462006,0.00001281635,0.000001970627,0.00002551501,0.000004862135,0.00003936732,0.9994555,0.00002902529,0.000006681612,0.0003789158],"study_design_scores_gemma":[0.00000224976,0.00002398326,0.0006328499,9.106877e-7,0.000004775541,0.00007199305,0.000006761803,0.0005112232,0.9979589,0.0000126933,0.0007705162,0.000003199183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849933,0.0008526486,0.01254162,0.0001271451,0.00005072912,0.00002402828,0.0001300384,0.00010409,0.001176475],"genre_scores_gemma":[0.9881913,0.0007638356,0.009015762,0.00004005414,0.00001282276,0.00001677836,0.0001330539,0.00001551466,0.001810879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008940486,"threshold_uncertainty_score":0.001855731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227735702187488,"score_gpt":0.239519109638382,"score_spread":0.2272417526165071,"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."}}