{"id":"W2314011469","doi":"10.1149/1.3315169","title":"Alkali Doped Poly(vinyl alcohol) (PVA) for Anion-exchange Membrane Fuel Cells: Ionic Conductivity, Chemical Stability and FT-IR Characterizations","year":2010,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Tongji University; Science and Technology Commission of Shanghai Municipality","keywords":"Vinyl alcohol; Membrane; Ethylene glycol; Ionic conductivity; Electrolyte; Chemical stability; Materials science; Polyvinyl alcohol; Polymer chemistry; Conductivity; Polymer; Ionic bonding; Chemical engineering; Nuclear chemistry; Chemistry; Organic chemistry; Ion; Electrode","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":[0.0002657039,0.000402077,0.0002583685,0.0003222752,0.0001924742,0.0005455015,0.0002655952,0.0003836718,0.0004338422],"category_scores_gemma":[0.0002412933,0.0001376588,0.0002387795,0.0002392364,0.0001610321,0.0005110126,0.0001838671,0.0003915867,0.0002325619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276403,"about_ca_system_score_gemma":0.0001466655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003242401,"about_ca_topic_score_gemma":0.000514016,"domain_scores_codex":[0.9998881,0.00001640476,0.00001086306,0.00002202869,0.0000449892,0.00001765381],"domain_scores_gemma":[0.9998914,0.00002365402,0.00002297827,0.000007562658,0.00003823006,0.00001614157],"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":[0.00003123315,0.000008699642,0.0000858573,0.00003553869,0.000002461135,0.00002320878,0.000008531521,0.000105535,0.9973225,0.00006405363,0.00001355593,0.002298823],"study_design_scores_gemma":[0.000003400986,0.00003972003,0.0002240084,0.000003119426,0.000005481001,0.00005771317,0.000007625439,0.0007223374,0.99812,0.00002861497,0.0007845368,0.0000034035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728885,0.004526738,0.02083463,0.000148427,0.00004979938,0.00002985105,0.0002053111,0.0001330143,0.001183906],"genre_scores_gemma":[0.9852188,0.002421478,0.01032572,0.00003089656,0.00001782291,0.00003026428,0.0001955686,0.00002730538,0.001732154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005455015,"threshold_uncertainty_score":0.001651704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638293418291159,"score_gpt":0.2198775594451915,"score_spread":0.2034946252622799,"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."}}