{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001945744,0.0002759644,0.0002030293,0.0003108279,0.0001855244,0.0002912429,0.0002107552,0.0003544857,0.0006982416],"category_scores_gemma":[0.0005099871,0.0002045523,0.0001375805,0.0002766082,0.0002425911,0.0005410662,0.0001726423,0.0003670352,0.0001420161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002857785,"about_ca_system_score_gemma":0.0001461023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002130408,"about_ca_topic_score_gemma":0.001964933,"domain_scores_codex":[0.999872,0.000009447922,0.00001242266,0.00003469783,0.00004634005,0.00002512885],"domain_scores_gemma":[0.999791,0.00005938372,0.00006380338,0.00001402209,0.00005677025,0.00001511576],"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":[0.00004417787,0.000003471109,0.0001765122,0.00002231841,0.00000271156,0.00003123831,0.00003781895,0.00008194243,0.9988552,0.00002793892,0.00001288834,0.0007037823],"study_design_scores_gemma":[0.000007806841,0.0001294621,0.004430417,0.000007288917,0.00001029648,0.00006877241,0.00007800259,0.000913804,0.9936852,0.00002691708,0.0006294886,0.00001252754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982265,0.0006782004,0.0005105932,0.00002287936,0.000006227791,0.000005982399,0.0001672426,0.00002366301,0.0003587702],"genre_scores_gemma":[0.997026,0.0005355398,0.0009098886,0.0000221105,0.000004357833,0.00001865145,0.0003337818,0.00001731649,0.001132308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002130408,"threshold_uncertainty_score":0.004235983,"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."}}