{"id":"W2054822875","doi":"10.1016/j.jpowsour.2012.07.083","title":"Mathematical modelling of direct borohydride fuel cells","year":2012,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Anode; Borohydride; Chemistry; Tafel equation; Hydrogen; Reaction mechanism; Chemical engineering; Inorganic chemistry; Ionomer; Catalysis; Physical chemistry; Organic chemistry; Electrochemistry; 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":[0.0003090665,0.000520296,0.0009378662,0.0004247635,0.0005151817,0.001401547,0.001293683,0.0017079,0.004601629],"category_scores_gemma":[0.001146449,0.0003934312,0.0006835203,0.0004222637,0.0009646345,0.001081563,0.0008324331,0.0009336015,0.0004607157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011013,"about_ca_system_score_gemma":0.0008592742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0107652,"about_ca_topic_score_gemma":0.005965232,"domain_scores_codex":[0.999876,0.00003685617,0.000006438594,0.0000191954,0.00004048669,0.00002091289],"domain_scores_gemma":[0.9997018,0.0001547553,0.00003210946,0.00001686212,0.00007211397,0.00002236093],"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":[0.00002317806,0.00001932983,0.0001398132,0.00003947191,0.00001132821,0.00005720804,0.00003527929,0.9475597,0.001217464,0.04897858,0.0004001007,0.001518604],"study_design_scores_gemma":[0.000007850432,0.000007695163,0.00004897358,0.000003706941,0.0000028701,0.00001144744,0.00001231927,0.9915842,0.0002082333,0.007329885,0.0007780965,0.000004791574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2468252,0.00476088,0.5593529,0.003601131,0.0006214726,0.0001912205,0.001043062,0.0002846771,0.1833195],"genre_scores_gemma":[0.9364881,0.001455879,0.01232345,0.0001859355,0.00009682898,0.0001527603,0.0002875925,0.00007222276,0.04893726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0107652,"threshold_uncertainty_score":0.02140504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430824408572499,"score_gpt":0.2176312706949312,"score_spread":0.2033230266092062,"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."}}