{"id":"W2561379223","doi":"10.1002/app.44606","title":"Long‐term study of CO<sub>2</sub> absorption by PVDF/ZSM‐5 hollow fiber mixed matrix membrane in gas–liquid contacting process","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Materials science; Permeance; Polyvinylidene fluoride; Porosity; Wetting; Spinning; Composite material; Absorption (acoustics); Fiber; Surface roughness; Membrane; Chemical engineering; Zeolite; Permeation; Catalysis; Chemistry; Polymer; 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":[0.0008121545,0.0001893142,0.0003745393,0.000380838,0.00006760038,0.00003888187,0.0004089552,0.00006555359,0.00006945279],"category_scores_gemma":[0.000008046755,0.0001417978,0.00006025518,0.0006073682,0.0001239088,0.0005700914,0.00001211941,0.0002011702,0.00001662291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000738974,"about_ca_system_score_gemma":0.000109692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003932251,"about_ca_topic_score_gemma":0.00002178725,"domain_scores_codex":[0.9978631,0.00001741093,0.0008012485,0.0002155102,0.0007629683,0.0003397303],"domain_scores_gemma":[0.9991389,0.00005764818,0.0003272817,0.0001954561,0.0001082347,0.0001724812],"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":[0.0002910615,0.000156898,0.0007912273,0.00005506415,0.00002008086,0.00001236071,0.001199034,0.0005171326,0.9935856,0.0000120563,0.00003470232,0.00332474],"study_design_scores_gemma":[0.002137993,0.0002176238,0.00360638,0.00009711182,0.00002362898,0.00002536721,0.0002735075,0.0001059632,0.9933206,0.000004274696,0.00001433359,0.0001731542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981728,0.000160196,0.0002499185,0.00005010571,0.000223725,0.0002411826,0.00000519304,0.00002914642,0.00086778],"genre_scores_gemma":[0.9997786,0.00005993807,0.00002248706,0.00002121035,0.00005296107,0.000008830158,9.050077e-7,0.00002049063,0.0000345424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003151586,"threshold_uncertainty_score":0.5782347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008474676005020342,"score_gpt":0.2545833675070047,"score_spread":0.2461086915019843,"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."}}