{"id":"W1456923653","doi":"10.1016/j.jpowsour.2015.08.104","title":"A self-humidifying acidic–alkaline bipolar membrane fuel cell","year":2015,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Specialized Research Fund for the Doctoral Program of Higher Education of China; National Natural Science Foundation of China; Canada Research Chairs","keywords":"Electrolyte; Anode; Membrane; Cathode; Chemical engineering; Proton exchange membrane fuel cell; Anhydrous; Power density; Membrane electrode assembly; Chemistry; Polymer; Materials science; Electrode; Organic chemistry; Power (physics); Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005318093,0.0001706655,0.0003267405,0.0001680897,0.00003199127,0.00007562582,0.0002230045,0.0001478062,0.0001624877],"category_scores_gemma":[0.00002407897,0.0001287732,0.0001233936,0.0001350906,0.00003037341,0.0002095501,0.00003105846,0.000286891,0.000105298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005101353,"about_ca_system_score_gemma":0.00003735222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007406509,"about_ca_topic_score_gemma":7.898329e-7,"domain_scores_codex":[0.998845,0.00004001833,0.0004859788,0.00007900491,0.0003082013,0.0002418066],"domain_scores_gemma":[0.9992843,0.000030137,0.0001900143,0.0001296789,0.0001221873,0.0002436295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006196928,0.001400061,0.002476912,0.02981107,0.002991481,0.002811416,0.08089671,0.2677971,0.5409319,0.00008132795,0.069341,0.0008413452],"study_design_scores_gemma":[0.001264309,0.000219688,0.0000164479,0.0000920595,0.0001122766,0.000263408,0.001085406,0.001162068,0.06082695,0.0001596926,0.9345269,0.000270851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.650937,0.3149888,0.0002936187,0.0002106474,0.005183229,0.0001206199,0.000008587374,0.0002684815,0.02798902],"genre_scores_gemma":[0.9845302,0.01167253,0.002946534,0.00004612005,0.0005057163,6.287509e-7,9.897013e-7,0.00005299268,0.0002442995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8651859,"threshold_uncertainty_score":0.5251218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022979882605065,"score_gpt":0.2017934768532653,"score_spread":0.1915636780272146,"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."}}