{"id":"W2017975967","doi":"10.1007/s10008-007-0306-4","title":"The effect of ferric ions on the conductivity of various types of polymer cation exchange membranes","year":2007,"lang":"en","type":"article","venue":"Journal of Solid State Electrochemistry","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nafion; Membrane; Electrolyte; Conductivity; Polymer; Inorganic chemistry; Ion exchange; Chemistry; Polarization (electrochemistry); Chemical engineering; Ion; Electrochemistry; Materials science; Organic chemistry; Electrode; Physical chemistry; Biochemistry","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":[0.0005527665,0.0003044048,0.0002544296,0.0001741726,0.0002658871,0.0004456473,0.0003162312,0.0005714829,0.001076226],"category_scores_gemma":[0.00117298,0.0002422631,0.0002444052,0.0001587944,0.0003438728,0.0004895017,0.000146339,0.0004955246,0.0001539605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002757122,"about_ca_system_score_gemma":0.0001645607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004241485,"about_ca_topic_score_gemma":0.0005248817,"domain_scores_codex":[0.9996303,0.0001068182,0.00003431762,0.00004872096,0.00007194877,0.0001077844],"domain_scores_gemma":[0.9991215,0.0005188425,0.00009436802,0.00004920078,0.0001556648,0.0000604648],"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":[0.001637518,0.00004389405,0.0003347546,0.00009252313,0.00002291102,0.00009777209,0.00009380948,0.0002343818,0.9945985,0.0001284918,0.00008984401,0.002625621],"study_design_scores_gemma":[0.00001335594,0.0002349383,0.0006044687,0.000005707425,0.00001603524,0.0000520293,0.00002140359,0.0005086051,0.9982215,0.00002344328,0.0002937374,0.000004824185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983336,0.0006085629,0.0003846075,0.00004843738,0.00002355902,0.000005120036,0.00005015997,0.00001314834,0.0005328382],"genre_scores_gemma":[0.9986899,0.0002780187,0.0003824475,0.0000316681,0.000007398647,0.000003465553,0.00006400404,0.000006815354,0.0005362233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001076226,"threshold_uncertainty_score":0.003600299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004154982931455425,"score_gpt":0.2179879873579426,"score_spread":0.2138330044264872,"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."}}