{"id":"W2914596083","doi":"10.1002/ange.201703916","title":"Highly Stable, Low Gas Crossover, Proton‐Conducting Phenylated Polyphenylenes","year":2017,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Ionomer; Nafion; Membrane; Conductivity; Proton exchange membrane fuel cell; Proton; Materials science; Polymer chemistry; Chemical engineering; Electrochemistry; Proton transport; Polymer; Chemistry; Electrode; Composite material; Physical chemistry; Copolymer","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":[0.0001279772,0.0002714441,0.00009239381,0.0001173111,0.00009154924,0.0002857859,0.0001624417,0.0002440101,0.0005769823],"category_scores_gemma":[0.0001381437,0.00009647004,0.00007970037,0.0001009721,0.0001516825,0.0003580535,0.0001034257,0.0002118951,0.0002094717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902846,"about_ca_system_score_gemma":0.0001171358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002584106,"about_ca_topic_score_gemma":0.0004447308,"domain_scores_codex":[0.9999249,0.00001055243,0.000003024854,0.00001614417,0.00002497426,0.00002041885],"domain_scores_gemma":[0.9999341,0.00001048671,0.00002557884,0.000005074999,0.00001217207,0.00001252903],"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":[0.00003186685,0.00001012135,0.00009344741,0.00002082822,0.000003263885,0.00003030358,0.00001038233,0.00008747976,0.9984589,0.0001703396,0.00003846183,0.001044663],"study_design_scores_gemma":[0.000006536196,0.0001526813,0.0007665529,0.000001362227,0.000004921773,0.00005656502,0.00001159033,0.0003797559,0.9972022,0.00002103222,0.001394512,0.000002372366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958903,0.0004543914,0.001985556,0.0000561677,0.0000107961,0.00001124711,0.0001286809,0.00004272214,0.001420118],"genre_scores_gemma":[0.9965301,0.0003380938,0.001417567,0.00001861347,0.000006252855,0.000008671002,0.0001349618,0.000009832686,0.001535955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005769823,"threshold_uncertainty_score":0.001930177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342874456832249,"score_gpt":0.2378393198755015,"score_spread":0.214410575307179,"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."}}