{"id":"W4235764619","doi":"10.1149/ma2009-02/10/1000","title":"Nafion/Acid Functionalized Mesoporous Silica Nanocomposite Membrane for High Temperature PEMFCs","year":2009,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nanocomposite; Nafion; Mesoporous material; Mesoporous silica; Membrane; Materials science; Chemical engineering; Nanotechnology; Chemistry; Electrochemistry; Organic chemistry; Catalysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001855659,0.0002425185,0.0002441914,0.0002613714,0.0002970519,0.0002819811,0.0002291357,0.0004739171,0.001836627],"category_scores_gemma":[0.0001972975,0.000142247,0.0002371464,0.000143,0.0001148293,0.0004577623,0.000116954,0.0003036674,0.0003956945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004898583,"about_ca_system_score_gemma":0.000267234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002026194,"about_ca_topic_score_gemma":0.004221435,"domain_scores_codex":[0.9999324,0.000008080027,0.000006191304,0.00001302058,0.00002447805,0.00001584767],"domain_scores_gemma":[0.9999568,0.00001169037,0.000004411262,0.00000344871,0.00001716179,0.000006495617],"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":[0.0001154486,0.00001414474,0.00004714377,0.00009607418,0.000007577351,0.00002930329,0.00000690711,0.0002035819,0.9968523,0.00009286944,0.0001348093,0.002399719],"study_design_scores_gemma":[0.00001061904,0.0001149193,0.0004644312,0.000009041852,0.00001809394,0.00004283986,0.0000103439,0.001008665,0.9961811,0.00003373852,0.002101092,0.000005143188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756935,0.01306963,0.006219422,0.0004739449,0.0001877662,0.00007236058,0.0003820327,0.0001919501,0.00370947],"genre_scores_gemma":[0.9890221,0.003094435,0.003582708,0.00003623449,0.00002710238,0.00002018142,0.0002601564,0.00001589466,0.003941204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002026194,"threshold_uncertainty_score":0.006144106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005871157479104523,"score_gpt":0.1997036539450359,"score_spread":0.1938324964659313,"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."}}