{"id":"W2329871509","doi":"10.1149/05701.2527ecst","title":"Microstructural Modeling and Effective Properties of Infiltrated SOFC Electrodes","year":2013,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Infiltration (HVAC); Monte Carlo method; Composite number; Materials science; Electrode; Composite material; Chemistry; Mathematics","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":[0.000175004,0.0003623463,0.0003148513,0.0003829999,0.0003001641,0.0005287573,0.0008249871,0.0008553385,0.0005989793],"category_scores_gemma":[0.0004584195,0.0002791603,0.0004081548,0.0003070795,0.0004137225,0.0006186777,0.0002176297,0.0003373441,0.0001883754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009167023,"about_ca_system_score_gemma":0.0007647644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005343542,"about_ca_topic_score_gemma":0.003003131,"domain_scores_codex":[0.9998807,0.00001363115,0.000005469295,0.00001719134,0.00006479812,0.00001813967],"domain_scores_gemma":[0.9999015,0.00003036572,0.00001570972,0.00001711973,0.00002878914,0.000006356205],"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":[0.000008393674,0.00001276071,0.0002051831,0.00002213479,0.000005978739,0.00007652326,0.00002631953,0.9661132,0.02432323,0.00646307,0.00007973371,0.002663497],"study_design_scores_gemma":[0.000001344363,0.000006128005,0.0001142341,0.000002135001,0.000001779851,0.00001700492,0.000003829618,0.99542,0.003248585,0.0008956933,0.0002864536,0.000002870054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2195751,0.000611359,0.7703134,0.0001778549,0.0000214612,0.00006786007,0.0004035847,0.0003943828,0.00843506],"genre_scores_gemma":[0.9350008,0.0005383072,0.06153506,0.00002747539,0.00001377619,0.0001325888,0.0002409314,0.0001116744,0.002399338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005343542,"threshold_uncertainty_score":0.01062489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005018942776352998,"score_gpt":0.163258458344054,"score_spread":0.158239515567701,"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."}}