{"id":"W2958608110","doi":"10.1039/c9dt02328c","title":"Amino-silane-grafted NH<sub>2</sub>-MIL-53(Al)/polyethersulfone mixed matrix membranes for CO<sub>2</sub>/CH<sub>4</sub> separation","year":2019,"lang":"en","type":"article","venue":"Dalton Transactions","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Silane; Membrane; Chemical engineering; Materials science; Matrix (chemical analysis); Polymer chemistry; Chemistry; Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053017,0.00099521,0.001030916,0.000673875,0.0005261772,0.000192813,0.0004322982,0.0006743274,0.0002320077],"category_scores_gemma":[0.00001842794,0.001130003,0.0006849887,0.0009769979,0.0001447026,0.0009052959,0.000006451427,0.0008226413,0.001246079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467885,"about_ca_system_score_gemma":0.0001732701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000349277,"about_ca_topic_score_gemma":0.0009208104,"domain_scores_codex":[0.9954311,0.0001505493,0.001361834,0.00106457,0.0007937138,0.001198246],"domain_scores_gemma":[0.997633,0.0003217474,0.0002321387,0.001013376,0.0002715397,0.0005281683],"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":[0.0003321074,0.0002289859,0.00005536522,0.0008116156,0.0003589591,0.00001236669,0.000718159,0.07223906,0.9167607,0.00009964086,0.002761522,0.005621531],"study_design_scores_gemma":[0.003333469,0.0002303489,0.0008590901,0.0001105213,0.000390609,0.00005505038,0.0002249166,0.02997843,0.9413122,0.00005842056,0.02224975,0.001197182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8920352,0.0005980853,0.09883352,0.000466774,0.002319656,0.002406417,0.001010502,0.001523886,0.000805968],"genre_scores_gemma":[0.993715,0.001970274,0.0004058633,0.000326803,0.0002772391,0.0006123183,0.002097194,0.0003082633,0.0002870269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016798,"threshold_uncertainty_score":0.9995316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173662955208273,"score_gpt":0.2521893052000648,"score_spread":0.2404526756479821,"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."}}