{"id":"W3184816602","doi":"10.1002/adfm.202104349","title":"Self‐Assembled Facilitated Transport Membranes with Tunable Carrier Distribution for Ethylene/Ethane Separation","year":2021,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Guangdong Science and Technology Department; University of Waterloo; National Natural Science Foundation of China","keywords":"Membrane; Materials science; Permeance; Molecule; Molecular dynamics; Nanostructure; Chemical physics; Ethylene; Chemical engineering; Nanotechnology; Chemistry; Organic chemistry; Computational chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000140333,0.0002708394,0.0001285075,0.0001638608,0.0001781126,0.0002142429,0.0001950183,0.0003731216,0.0005552658],"category_scores_gemma":[0.0001771545,0.000141986,0.0001584,0.0001188376,0.0001564501,0.0004003988,0.0002662404,0.0003401948,0.0002237389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003433628,"about_ca_system_score_gemma":0.000147068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002747055,"about_ca_topic_score_gemma":0.0005659045,"domain_scores_codex":[0.9999293,0.00001113908,0.000004993227,0.00001547615,0.00002302639,0.00001602272],"domain_scores_gemma":[0.9999292,0.00001234994,0.00002434308,0.000006268932,0.00001621168,0.00001165099],"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":[0.00001688116,0.0000115197,0.00004249221,0.00002743058,0.000003235522,0.00003005097,0.00001188608,0.0002150733,0.998362,0.0003622411,0.00007510932,0.0008420466],"study_design_scores_gemma":[0.00001040661,0.0000503686,0.0002727891,0.000002854882,0.000004623213,0.00003002508,0.00001078322,0.004376346,0.9933593,0.00006081578,0.001816131,0.000005579037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864611,0.0008216609,0.01077576,0.0001292054,0.00005446476,0.00002263131,0.00009213891,0.0002391847,0.001403875],"genre_scores_gemma":[0.9912997,0.0003578631,0.00680405,0.00002967023,0.00000848216,0.00002897966,0.00006572153,0.00001945721,0.001385992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005552658,"threshold_uncertainty_score":0.002491295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086644365576708,"score_gpt":0.2303849956804176,"score_spread":0.2195185520246505,"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."}}