{"id":"W2023225730","doi":"10.1002/app.10668","title":"Development of polyimide membranes for the separation of water vapor from organic compounds","year":2002,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Québec Metro High Tech Park (Canada); University of Ottawa; Université Laval","funders":"","keywords":"Membrane; Polyimide; BPDA; Chemical engineering; Polymer chemistry; Solvent; Materials science; Phase inversion; Aqueous solution; Diamine; Gas separation; Pervaporation; Chemistry; Organic chemistry; Permeation; Composite material","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":[0.0003436237,0.00008626816,0.0001856593,0.000107732,0.0000907644,0.00001838552,0.0003163764,0.0000281977,0.0002043258],"category_scores_gemma":[0.000001858523,0.00005179954,0.00005005607,0.0001950438,0.0001171247,0.0001428945,0.000008684401,0.00006847478,0.000005144007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001996264,"about_ca_system_score_gemma":0.00004865292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001905149,"about_ca_topic_score_gemma":0.000007269954,"domain_scores_codex":[0.9988744,0.000002913622,0.0005357085,0.00007548433,0.0003656584,0.0001458946],"domain_scores_gemma":[0.9995436,0.00005046845,0.0001377318,0.0001269466,0.00008560353,0.00005565885],"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":[0.00002461779,0.00002099848,0.0000124996,0.00002853999,0.00003050355,2.398802e-7,0.003462721,0.001155213,0.9922614,0.0000940469,0.00008194759,0.002827271],"study_design_scores_gemma":[0.000336077,0.00001600558,0.0002727584,0.00001115407,0.00002571501,0.000004000256,0.000150893,0.004998946,0.9917241,0.00002251647,0.002372596,0.00006519523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892364,0.0009489594,0.00657054,0.0001250702,0.000354649,0.0001269071,0.000004172802,0.00001199893,0.002621332],"genre_scores_gemma":[0.9974642,0.00004932918,0.00231484,0.00004280317,0.00004999166,0.000002866591,0.000001408883,0.000007942954,0.00006656429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008227883,"threshold_uncertainty_score":0.2237224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953395028292693,"score_gpt":0.2342833110153477,"score_spread":0.2147493607324208,"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."}}