{"id":"W2325740555","doi":"10.1017/s1727719100001325","title":"A Study on Mass Transfer in the Cathode Gas Channel of a Proton Exchange Membrane Fuel Cell","year":2007,"lang":"en","type":"article","venue":"Journal of Mechanics","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Mass transfer; Proton exchange membrane fuel cell; Sherwood number; Cathode; Current (fluid); Mechanics; Water vapor; Materials science; Stoichiometry; Oxygen; Thermodynamics; Flow (mathematics); Limiting oxygen concentration; Analytical Chemistry (journal); Chemistry; Membrane; Chromatography; Physics; Turbulence; Nusselt number","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":[0.0001954944,0.0003016585,0.0004888822,0.0002236399,0.0004943489,0.0005685298,0.0004818341,0.0007647743,0.001090597],"category_scores_gemma":[0.0005409477,0.000159723,0.000309602,0.0001555611,0.000508244,0.0006332168,0.0002712601,0.0003035383,0.00009011319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008072516,"about_ca_system_score_gemma":0.0006736565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005683794,"about_ca_topic_score_gemma":0.001633039,"domain_scores_codex":[0.9999248,0.00001411478,0.000001632534,0.00001595276,0.00002408527,0.00001941108],"domain_scores_gemma":[0.9998355,0.0001036231,0.00001590715,0.000007953707,0.00002650351,0.00001059779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003353238,0.0002188114,0.004044157,0.0002051272,0.00002262744,0.0007976626,0.0002117567,0.8024238,0.1734371,0.009988972,0.0003572316,0.007957499],"study_design_scores_gemma":[0.0000258963,0.0001439194,0.0009101075,0.000004994568,0.000006931369,0.00005167703,0.00004104964,0.9699402,0.02803008,0.000417972,0.0004145883,0.00001256595],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674017,0.0003114706,0.02813884,0.0001552583,0.00002370032,0.00004221519,0.00007052649,0.000100444,0.0037559],"genre_scores_gemma":[0.9973407,0.00009472837,0.001431386,0.000009379012,0.00000410647,0.00001588402,0.00002620841,0.000007334733,0.001070125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005683794,"threshold_uncertainty_score":0.0113014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881525923699419,"score_gpt":0.2305852329282228,"score_spread":0.2117699736912287,"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."}}