{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004567648,0.0006274616,0.0003336848,0.0003104666,0.0001617661,0.0003329907,0.000372615,0.0002813232,0.001030134],"category_scores_gemma":[0.0004776109,0.0002268765,0.0002059669,0.0003009955,0.0002409011,0.0006286054,0.0002567701,0.0003932894,0.0002615556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000630229,"about_ca_system_score_gemma":0.000219358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056197,"about_ca_topic_score_gemma":0.0009370944,"domain_scores_codex":[0.9996589,0.00004207117,0.00002168559,0.00008941923,0.0001375193,0.00005032423],"domain_scores_gemma":[0.999655,0.0001069134,0.00006445251,0.00003065703,0.0001017832,0.00004123026],"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":[0.0001030662,0.00000907229,0.00009489393,0.00003727188,0.000004777729,0.00001699384,0.00001378274,0.00008804363,0.9986923,0.00005005106,0.00002430966,0.000865414],"study_design_scores_gemma":[0.000003314972,0.0000424609,0.0007247058,0.000002142226,0.000007128003,0.00002952726,0.000005838366,0.0005920091,0.9982051,0.000007155554,0.0003780251,0.000002565954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915221,0.001717108,0.004869604,0.00003970653,0.00001670409,0.00002025081,0.000487622,0.0000818692,0.001245129],"genre_scores_gemma":[0.9899709,0.001422997,0.005123966,0.00002367985,0.0000134626,0.00005273694,0.000817548,0.00006272685,0.002512091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001056197,"threshold_uncertainty_score":0.00457263,"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."}}