{"id":"W4246414681","doi":"10.1002/ange.202014893","title":"Analogous Mixed Matrix Membranes with Self‐Assembled Interface Pathways","year":2020,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Covalent Organic Framework Applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Membrane; Selectivity; Chemistry; Ethylene glycol; Covalent bond; Ionic bonding; Ionic liquid; Graphene; Ethylene; Nanotechnology; Chemical engineering; Materials science; Chemical physics; Ion; Organic chemistry","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":[0.0001226181,0.0002118087,0.0002597324,0.00002721346,0.0001107979,0.0000893446,0.0004437114,0.0001016939,0.0007107649],"category_scores_gemma":[0.00006214776,0.000177072,0.00005256708,0.0004129812,0.00003778617,0.0001432509,0.0001409695,0.0001665983,0.0006624078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005817138,"about_ca_system_score_gemma":0.0000838621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002267092,"about_ca_topic_score_gemma":0.00001954605,"domain_scores_codex":[0.998672,0.00002496973,0.000234266,0.0004786679,0.0002700291,0.0003200837],"domain_scores_gemma":[0.9990916,0.00009415005,0.0001141669,0.00042321,0.00008266583,0.0001942217],"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":[0.00004450351,0.00005520534,0.0001097868,0.00009583907,0.00001910793,0.00001228842,0.0009178355,0.00002791349,0.9951696,0.0001902072,0.003313046,0.00004461343],"study_design_scores_gemma":[0.0004314074,0.00007760803,0.00009511734,0.00002576788,0.00005664636,0.00001915707,0.0002179383,0.00005078554,0.9863989,0.0001172525,0.01227297,0.0002364524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907417,0.000558625,0.002607243,0.003157235,0.00009984463,0.0003048406,0.00002728945,0.0006613948,0.001841824],"genre_scores_gemma":[0.9938512,0.00005611797,0.005252445,0.00046279,0.0001779691,0.00005393204,0.0000116348,0.00004100323,0.00009283956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00895992,"threshold_uncertainty_score":0.8514133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069138799246878,"score_gpt":0.2468930525730522,"score_spread":0.2262016645805834,"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."}}