{"id":"W2094738866","doi":"10.1016/s0032-3861(03)00405-1","title":"Improvement in polyetherimide gas separation membranes through the incorporation of nanostructured metal complexes","year":2003,"lang":"en","type":"article","venue":"Polymer","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa","keywords":"Polyetherimide; Membrane; Gas separation; Permeance; Materials science; Chemical engineering; Microporous material; Annealing (glass); Selectivity; Metal; Polymer; Polymer chemistry; Permeation; Chemistry; Organic chemistry; Composite material; Metallurgy; Catalysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001032887,0.0001275807,0.0001613107,0.00004579788,0.00003662119,0.00001196795,0.0000771995,0.00005168899,0.0002310514],"category_scores_gemma":[0.000007362992,0.00009620971,0.00005067931,0.0001836686,0.000043555,0.0001581693,0.000003010265,0.00007712249,0.000007718592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001654654,"about_ca_system_score_gemma":0.0000233525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001720845,"about_ca_topic_score_gemma":0.0005035246,"domain_scores_codex":[0.9992277,0.00004205493,0.0003266668,0.0001089185,0.0001569573,0.0001377238],"domain_scores_gemma":[0.999707,0.00002007405,0.00005560054,0.0001778898,0.00001850407,0.00002097342],"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":[0.00001787968,0.00002352755,0.0003722617,0.00006706834,0.00003717057,0.000001016352,0.001968181,0.007480184,0.9793742,0.009905491,0.00008889302,0.000664117],"study_design_scores_gemma":[0.0003702971,0.00002393856,0.001120727,0.00000830625,0.00001737461,0.000003264142,0.0001448867,0.001031704,0.9943177,0.0007886593,0.002061829,0.0001113528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872313,0.00144129,0.001519926,0.0001595632,0.0004115173,0.0003082098,0.00001198142,0.00006625808,0.008850004],"genre_scores_gemma":[0.9993354,0.00006985395,0.0001904926,0.0001248762,0.00002365645,0.00002118531,0.00003060589,0.00001668339,0.0001872106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01494345,"threshold_uncertainty_score":0.3923318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504458973035043,"score_gpt":0.2486583547063142,"score_spread":0.2336137649759637,"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."}}