{"id":"W2782895814","doi":"10.1002/anie.201703916","title":"Highly Stable, Low Gas Crossover, Proton‐Conducting Phenylated Polyphenylenes","year":2017,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Ionomer; Nafion; Membrane; Proton exchange membrane fuel cell; Conductivity; Proton; Materials science; Polymer chemistry; Chemical engineering; Electrochemistry; Polymer; Electrode; Composite material; Chemistry; Copolymer; Physical chemistry","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":[0.0001178698,0.0001914082,0.0001634639,0.00006144128,0.0002500084,0.0004035241,0.000338834,0.000171269,0.0008001399],"category_scores_gemma":[0.00008143681,0.0001837399,0.00007131367,0.00003325753,0.00007300471,0.0007815537,0.00006819319,0.0001685651,0.00009741628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115959,"about_ca_system_score_gemma":0.00001841277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009573745,"about_ca_topic_score_gemma":0.000005619186,"domain_scores_codex":[0.9989965,0.000006143835,0.0002733851,0.0002179472,0.0002598052,0.0002462145],"domain_scores_gemma":[0.9993338,0.00002298956,0.0001469922,0.0002775089,0.0001479793,0.00007071968],"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":[0.00005634395,0.000058486,0.0001850693,0.0003615136,0.0002330073,0.00003206884,0.0001609778,0.001446004,0.9848391,0.0001130066,0.01200779,0.0005066099],"study_design_scores_gemma":[0.0006747542,0.00001197978,0.0001401583,0.0001597945,0.00001916437,0.00001354555,0.0000224521,0.001240717,0.9727628,0.0008362585,0.02389625,0.0002221683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7894897,0.001049524,0.0006860414,0.001111845,0.0238213,0.0006989253,0.0003742556,0.0009166052,0.1818518],"genre_scores_gemma":[0.9945679,0.0009395138,0.0002414557,0.00004800859,0.002471708,0.00007578672,0.00030683,0.0000481335,0.001300683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2050781,"threshold_uncertainty_score":0.876097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996987221883753,"score_gpt":0.2492331683985897,"score_spread":0.2292632961797521,"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."}}