{"id":"W2034227361","doi":"10.1002/app.37728","title":"Mixed gas and pure gas transport properties of copolyimide membranes","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Permeation; Gas separation; Diamine; Differential scanning calorimetry; Thermogravimetric analysis; Polymer chemistry; Membrane; Materials science; Fourier transform infrared spectroscopy; Copolymer; Chemical engineering; Polymer; Chemistry; Organic chemistry; Thermodynamics","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":[0.0005141066,0.0001291552,0.0002590932,0.0001919133,0.00006799585,0.00001702724,0.0002313792,0.00004419426,0.0000448471],"category_scores_gemma":[0.000002404577,0.00009766946,0.0000533597,0.0003103152,0.000344923,0.0004582873,0.000006419153,0.0001441069,0.000003126282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001387023,"about_ca_system_score_gemma":0.00007403458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004013722,"about_ca_topic_score_gemma":0.000003609375,"domain_scores_codex":[0.998741,0.000005109346,0.000433666,0.00008649281,0.0004525971,0.0002811606],"domain_scores_gemma":[0.9994558,0.00001096562,0.0001145122,0.000125313,0.00006214177,0.0002312576],"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":[0.00005753656,0.00003448088,0.0007536106,0.0001466351,0.0000211631,0.000002139278,0.002359388,0.000359601,0.9925128,0.001289852,0.00004377335,0.002419018],"study_design_scores_gemma":[0.0003068358,0.00002415838,0.002012411,0.00004067749,0.00003392346,0.00006929831,0.000290589,0.0002344634,0.9962274,0.00002147059,0.0006236754,0.0001150833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901408,0.00487909,0.0001425398,0.00009209814,0.0003676838,0.00007279454,0.000001847842,0.00002201534,0.004281105],"genre_scores_gemma":[0.9991959,0.0003397596,0.0002693357,0.00005151196,0.00009445126,0.000001992808,3.135982e-7,0.00001209852,0.00003460572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009055105,"threshold_uncertainty_score":0.3982845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810658085031755,"score_gpt":0.208274017178093,"score_spread":0.1901674363277755,"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."}}