{"id":"W2997534915","doi":"10.1002/app.48860","title":"Effects of halloysite nanotubes on the morphology and CO<sub>2</sub>/CH<sub>4</sub> separation performance of Pebax/polyetherimide thin‐film composite membranes","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Polyetherimide; Permeance; Membrane; Materials science; Halloysite; Gas separation; Permeation; Selectivity; Chemical engineering; Differential scanning calorimetry; Thin-film composite membrane; Polymer chemistry; Scanning electron microscope; Fourier transform infrared spectroscopy; Composite material; Polymer; Chemistry; Organic chemistry; Reverse osmosis","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":[0.0006647887,0.0002120282,0.0004213136,0.0002573504,0.0001148732,0.0000349634,0.0003810116,0.00008602079,0.00001109114],"category_scores_gemma":[0.00000548174,0.0001538095,0.00008691705,0.0004031793,0.0004017884,0.0003254777,0.00002088416,0.0002681864,0.00001655429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002536213,"about_ca_system_score_gemma":0.00008289775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002405455,"about_ca_topic_score_gemma":0.000001771077,"domain_scores_codex":[0.998337,0.00003315829,0.0005626163,0.0001953983,0.0006020525,0.00026981],"domain_scores_gemma":[0.9990157,0.0002090904,0.0003206438,0.0002471723,0.00009723067,0.000110146],"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":[0.0001934312,0.00003954299,0.0003258979,0.0002312139,0.00003472919,0.000003453506,0.0009246844,0.01544413,0.9813479,0.0004552143,0.00003225166,0.0009675825],"study_design_scores_gemma":[0.0005930366,0.0002216615,0.009078439,0.0001052846,0.00004042885,0.00004559011,0.00004821465,0.009959008,0.9797232,0.00001575077,0.00002054144,0.0001488243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971802,0.0007005396,0.00009154672,0.00007653383,0.0003147272,0.0002591999,0.000003552817,0.00002148824,0.001352243],"genre_scores_gemma":[0.9991536,0.0005226899,0.00005679506,0.0001891059,0.00004397106,0.000005091262,0.000001396935,0.00001848313,0.000008834239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008752542,"threshold_uncertainty_score":0.627217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005304930961044006,"score_gpt":0.2104076813383318,"score_spread":0.2051027503772878,"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."}}