{"id":"W4231198479","doi":"10.1115/fuelcell2013-18122","title":"Non-Isothermal Hydrodynamic Modelling of the Flowing Electrolyte Channel in a Flowing Electrolyte-Direct Methanol Fuel Cell","year":2013,"lang":"en","type":"article","venue":"","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Electrolyte; Direct methanol fuel cell; Porosity; Isothermal process; Pressure drop; Materials science; Chemical engineering; Chemistry; Thermodynamics; Composite material; Electrode","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":[0.0002182668,0.0003083804,0.0005900909,0.0003665567,0.0003590944,0.0007568608,0.0006862672,0.0009140661,0.0008288302],"category_scores_gemma":[0.000487314,0.0002945783,0.0005631461,0.0002994513,0.0006798501,0.0006210181,0.0003761868,0.0003716527,0.0002132746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000994,"about_ca_system_score_gemma":0.00125308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01541197,"about_ca_topic_score_gemma":0.006311864,"domain_scores_codex":[0.9998815,0.00002107357,0.000007015945,0.00002681977,0.00003944334,0.00002415254],"domain_scores_gemma":[0.9998682,0.00006188064,0.00002169952,0.000009095356,0.00002620453,0.0000129718],"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":[0.00005873706,0.00005688231,0.0008339646,0.00006445506,0.0000084022,0.0001454115,0.0000554752,0.968092,0.02344724,0.003927295,0.0001682481,0.003141936],"study_design_scores_gemma":[0.00001186852,0.00002513905,0.0004086937,0.000004660556,0.000004105727,0.00001872806,0.000008066661,0.9955392,0.003222978,0.0002945308,0.0004541035,0.000007967536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7704829,0.001444287,0.1962142,0.0003830489,0.0001301336,0.0002067637,0.000768504,0.0005198322,0.02985027],"genre_scores_gemma":[0.9817398,0.000846882,0.01047648,0.00004037944,0.00002307383,0.0001018548,0.0001888138,0.00004967117,0.006533057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01541197,"threshold_uncertainty_score":0.03064454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004332715835838428,"score_gpt":0.1528482527554979,"score_spread":0.1485155369196595,"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."}}