{"id":"W1984687380","doi":"10.1021/ma800194z","title":"Properties of Water in Prestretched Recast Nafion","year":2008,"lang":"en","type":"article","venue":"Macromolecules","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Innovation Council; National Research Council Canada","funders":"","keywords":"Nafion; Materials science; Membrane; Water transport; Conductivity; Methanol; Analytical Chemistry (journal); Gravimetric analysis; Chemical engineering; Chromatography; Chemistry; Water flow; Organic chemistry; Physical chemistry; Electrochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00003707489,0.00007998122,0.0001268145,0.00004686803,0.00001325296,0.000005188799,0.00006147892,0.00006739881,0.00005202906],"category_scores_gemma":[0.000003306859,0.00005313264,0.00002333155,0.00004026474,0.00003903226,0.00003363033,0.00001992729,0.00005359774,0.00003458504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001058182,"about_ca_system_score_gemma":0.000003794632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004684884,"about_ca_topic_score_gemma":0.000004555557,"domain_scores_codex":[0.9995408,0.00001431589,0.0001681352,0.00007285464,0.00006021215,0.000143665],"domain_scores_gemma":[0.9998655,0.00000229801,0.000009245186,0.00009399996,0.00001078633,0.00001814069],"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":[0.00001107373,0.00001672497,0.0001128317,0.0003011564,0.00001004592,0.00005165827,0.001155994,0.005369058,0.9928292,0.000003529824,0.0000690973,0.00006962797],"study_design_scores_gemma":[0.0001783242,0.00001609118,0.0001907397,0.0000670149,0.000002733153,0.00002242956,0.00002859178,0.001143762,0.9976975,0.00003398168,0.0005335118,0.00008537335],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940699,0.001402519,0.000004819975,0.00002011832,0.0001479102,0.00007669605,0.000001969694,0.00006384071,0.004212217],"genre_scores_gemma":[0.9990641,0.0006514618,0.0001209791,0.000004537604,0.00001555425,0.000007377379,0.000003936603,0.00001875046,0.0001133104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004994183,"threshold_uncertainty_score":0.2166686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137881000466149,"score_gpt":0.1713624169660184,"score_spread":0.1575743169194035,"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."}}