{"id":"W1982289079","doi":"10.1016/j.jpowsour.2006.02.107","title":"Water and thermal management in a single PEM fuel cell with non-uniform stack temperature","year":2006,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stack (abstract data type); Proton exchange membrane fuel cell; Anode; Thermodynamics; Isothermal process; Mechanics; Materials science; Cathode; Nuclear engineering; Chemistry; Electrode","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":[0.0001141255,0.0001475727,0.000470369,0.0001381296,0.0005183699,0.0004368694,0.0004108137,0.0003937688,0.001094377],"category_scores_gemma":[0.0002856944,0.0001957275,0.0001764209,0.0001361074,0.0004949902,0.0008344782,0.0002287074,0.0002389713,0.0001329969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004187702,"about_ca_system_score_gemma":0.0002949487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00242619,"about_ca_topic_score_gemma":0.002886968,"domain_scores_codex":[0.9999555,0.000004624589,0.00000190074,0.00001349709,0.00001198861,0.00001242649],"domain_scores_gemma":[0.9999207,0.0000308591,0.00000917888,0.000005932523,0.00002163792,0.00001162949],"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":[0.001941926,0.0003035592,0.003287776,0.0001524467,0.00004843889,0.0009778762,0.0001482604,0.1321593,0.8394647,0.002973737,0.0007047565,0.01783718],"study_design_scores_gemma":[0.00004648529,0.0004075358,0.002853274,0.000005004665,0.00003780475,0.0001100714,0.0002059218,0.6431701,0.3515916,0.0009296438,0.0006139597,0.00002868659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963811,0.0001307074,0.002117014,0.0001401691,0.00001957012,0.000005533056,0.00003703068,0.00002705286,0.001141832],"genre_scores_gemma":[0.9988261,0.0000430634,0.0003758594,0.000005933634,0.000003843829,0.000002319544,0.00001192127,0.000004672872,0.0007262751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00242619,"threshold_uncertainty_score":0.004824162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002142053480349832,"score_gpt":0.1509830518394755,"score_spread":0.1488409983591257,"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."}}