{"id":"W2146133276","doi":"10.1002/anie.201102057","title":"Enhancement of Proton Transport by Nanochannels in Comb‐Shaped Copoly(arylene ether sulfone)s","year":2011,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":192,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Arylene; Sulfone; Ether; Polymer chemistry; Copolymer; Proton; Proton transport; Materials science; Polymer; Oxide; Phenylene; Polymer science; Chemical engineering; Chemistry; Organic chemistry; Physics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001032227,0.0001193707,0.0001483892,0.00007058148,0.00001014406,0.000004794072,0.0001157641,0.0001198948,0.001869956],"category_scores_gemma":[0.000004490527,0.0001157565,0.00004326551,0.00006262249,0.00003146112,0.0001355632,0.000009394386,0.00008857695,0.00001869725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006066302,"about_ca_system_score_gemma":0.00000854598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009759096,"about_ca_topic_score_gemma":0.000006458034,"domain_scores_codex":[0.9992448,0.000006162315,0.0003118088,0.0001271404,0.0001813799,0.0001286761],"domain_scores_gemma":[0.9997632,0.00001029397,0.00006126716,0.00007757157,0.00005654305,0.00003115701],"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":[0.00006263937,0.0001506345,0.0001326369,0.0002376178,0.00005936934,0.000005702714,0.0007146377,0.00005313654,0.9964246,0.00003861385,0.002072342,0.00004813057],"study_design_scores_gemma":[0.0005824509,0.00003974901,0.0001268951,0.0001287309,0.000009258223,0.000001874625,0.00003489187,0.0001975123,0.9951705,0.0004592728,0.00312654,0.0001222798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8899991,0.001207646,0.005188343,0.000142006,0.004372098,0.0009029704,0.0003623553,0.0001833638,0.09764212],"genre_scores_gemma":[0.9979594,0.0008370587,0.0001840821,0.0000305747,0.0001509538,0.0001140921,0.000381106,0.00002223145,0.0003205396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1079603,"threshold_uncertainty_score":0.9990425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400600466193688,"score_gpt":0.2110443919353225,"score_spread":0.1970383872733856,"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."}}