{"id":"W2005274060","doi":"10.1149/05701.0491ecst","title":"Progress in Metal-Supported SOFCs Using Hydrogen and Methane Fuels","year":2013,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Methane; Materials science; Fabrication; Hydrogen; Sintering; Anode; Durability; Chemical engineering; Hydrocarbon; Chromium; Metal; Metallurgy; Composite material; Electrode; Chemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006634119,0.0001105508,0.0001555006,0.00009964051,0.00003520999,0.00003101417,0.00004019026,0.0001116024,0.0007518467],"category_scores_gemma":[8.473081e-7,0.0001021321,0.00003401283,0.0001517171,0.00004364765,0.0002012724,0.000002107596,0.0001219375,0.00003191811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001933191,"about_ca_system_score_gemma":0.000008038304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008651282,"about_ca_topic_score_gemma":0.00001798308,"domain_scores_codex":[0.9994361,0.00001802269,0.0001832018,0.0001096204,0.00006022456,0.0001928456],"domain_scores_gemma":[0.9997981,0.00001305255,0.00001455011,0.00009286989,0.00001283588,0.00006861198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000009912877,0.0002435439,0.001723054,0.001433668,0.0007382281,0.00006176193,0.002495184,0.2054276,0.7781206,0.00001672302,0.00007157743,0.009658089],"study_design_scores_gemma":[0.001984473,0.00006946155,0.007537047,0.0001577298,0.0004063603,0.0001081662,0.0003763326,0.2441824,0.7395328,0.001073969,0.003546717,0.001024569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945583,0.002684792,0.0009658831,0.0000305524,0.0002530561,0.000251954,0.000008862305,0.0001484282,0.001098157],"genre_scores_gemma":[0.9981489,0.0003426357,0.001318634,0.000004531302,0.00001496633,0.00003984561,0.000003681263,0.00002825715,0.00009861307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03875478,"threshold_uncertainty_score":0.8232194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147315202865493,"score_gpt":0.2151003431720574,"score_spread":0.2036271911434025,"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."}}