{"id":"W6999375786","doi":"","title":"Computational study of heat and mass transfer issues in solid oxide fuel cells","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mass transfer; Coupling (piping); Interconnection; Heat transfer; Solid oxide fuel cell; Diffusion; Flow (mathematics); Porosity; Mass transport; Joule heating","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006397467,0.0007521244,0.00106121,0.000573662,0.001134648,0.001569846,0.001181714,0.002397583,0.002426495],"category_scores_gemma":[0.003187135,0.0005669773,0.0008195849,0.0006240928,0.001312916,0.0009693954,0.0008232159,0.001013351,0.0002385447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116846,"about_ca_system_score_gemma":0.001619404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01607251,"about_ca_topic_score_gemma":0.009961175,"domain_scores_codex":[0.9997831,0.00008373854,0.000009254371,0.00002768209,0.00005201716,0.00004419786],"domain_scores_gemma":[0.998548,0.001160406,0.00008532565,0.00004043014,0.00009492927,0.00007092611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004198926,0.00003234915,0.0006146585,0.00003881336,0.00001312517,0.00005638189,0.00002143494,0.9948538,0.0004488221,0.002202003,0.0001888675,0.001487903],"study_design_scores_gemma":[0.00000800781,0.000008447027,0.0001028393,0.0000029904,0.000002369015,0.000004941822,0.00001050226,0.9990458,0.0002015066,0.0004487201,0.000161628,0.000002273387],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.770036,0.001965471,0.1864519,0.002382142,0.0002985613,0.0002696352,0.001205588,0.0004050653,0.03698565],"genre_scores_gemma":[0.9676145,0.0003339755,0.0266312,0.0001242394,0.00006903966,0.0002275897,0.0003411678,0.00009962353,0.004558669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01607251,"threshold_uncertainty_score":0.03195792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282364783317209,"score_gpt":0.2874541717727913,"score_spread":0.2746305239396192,"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."}}