{"id":"W2002445305","doi":"10.1115/fuelcell2006-97151","title":"Modelling and Testing a PEM Fuel Cell Fuelled by a Steam Reforming System","year":2006,"lang":"en","type":"article","venue":"","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ballard Power Systems","keywords":"Steam reforming; Catalytic reforming; Proton exchange membrane fuel cell; Water-gas shift reaction; Anode; Hydrogen fuel enhancement; Nuclear engineering; Process engineering; Methane reformer; Hydrogen production; Hydrogen fuel; Hydrogen; Waste management; Fuel cells; Engineering; Chemical engineering; Chemistry; Electrode","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002765207,0.000690817,0.0006853885,0.0003248534,0.0004819675,0.0007557512,0.0009986265,0.001328935,0.001539236],"category_scores_gemma":[0.0007033806,0.000284371,0.0004779012,0.0002604098,0.000401184,0.0007069662,0.0002687846,0.0004469576,0.0002665142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005778491,"about_ca_system_score_gemma":0.0005666553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01449336,"about_ca_topic_score_gemma":0.005052783,"domain_scores_codex":[0.999832,0.00003745249,0.00001046903,0.0000311578,0.00006143974,0.00002750849],"domain_scores_gemma":[0.9997892,0.0001048644,0.00001922711,0.00002753915,0.00004761652,0.00001160174],"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":[0.0002210122,0.00009501685,0.002115877,0.0001734191,0.0000235481,0.0003192529,0.00008026916,0.9584597,0.03243952,0.0005304483,0.0001361762,0.00540581],"study_design_scores_gemma":[0.00002922772,0.0003357721,0.001430698,0.000008344179,0.00001795825,0.00004334933,0.0000441493,0.9659561,0.03131017,0.0001996748,0.0006129315,0.00001172285],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711769,0.0002142627,0.02257333,0.00008033382,0.00002495892,0.0001168961,0.0003420149,0.0003409669,0.005130435],"genre_scores_gemma":[0.9936135,0.0001375207,0.004328341,0.00000768148,0.000003279207,0.00006525542,0.000132184,0.00001214223,0.001700121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01449336,"threshold_uncertainty_score":0.02881795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006123929806636434,"score_gpt":0.1490217590519165,"score_spread":0.1428978292452801,"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."}}