{"id":"W2002152433","doi":"10.1016/j.memsci.2012.04.003","title":"Functionalized metal organic framework-polyimide mixed matrix membranes for CO2/CH4 separation","year":2012,"lang":"en","type":"article","venue":"Journal of Membrane Science","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":410,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Membrane; Selectivity; Metal-organic framework; Gas separation; Chemical engineering; Materials science; Polyimide; Adsorption; Fourier transform infrared spectroscopy; Barrer; Surface modification; Sorbent; Polymer chemistry; Chemistry; Organic chemistry; Catalysis; Nanotechnology; Layer (electronics)","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":[],"consensus_categories":[],"category_scores_codex":[0.002113505,0.0002200124,0.0003953452,0.0003771023,0.0002262132,0.00008986414,0.0004106148,0.0001156522,0.0007766477],"category_scores_gemma":[0.0002853582,0.0001871624,0.0002137946,0.0007748866,0.0001655789,0.001641004,0.00001224278,0.0002874042,0.00003512569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007726,"about_ca_system_score_gemma":0.0002001611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001309902,"about_ca_topic_score_gemma":0.000003557253,"domain_scores_codex":[0.9976839,0.0000365687,0.0007355424,0.0001641408,0.0008738143,0.0005059687],"domain_scores_gemma":[0.9985812,0.0002172211,0.0002398814,0.0002230939,0.0003760116,0.000362555],"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":[0.0001803103,0.0001071675,0.0002359553,0.0002974916,0.0001018667,0.000004249136,0.0006841302,0.02990417,0.9635101,0.00316375,0.0009210939,0.0008897377],"study_design_scores_gemma":[0.002288475,0.0002082855,0.00261542,0.000120067,0.0002912596,0.0005654182,0.0003065173,0.01393521,0.8678197,0.0006611664,0.1105773,0.0006111586],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8772181,0.004092319,0.1080579,0.0005670707,0.007538651,0.0004609573,0.00001911077,0.0001631986,0.001882694],"genre_scores_gemma":[0.9889248,0.0003109897,0.009400742,0.0001271736,0.0007277825,0.00000937119,0.00001075399,0.00003213597,0.0004562575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1117067,"threshold_uncertainty_score":0.8503748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004305198607405,"score_gpt":0.2978055155362372,"score_spread":0.2777624635501632,"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."}}