{"id":"W1987835279","doi":"10.1016/j.apcata.2008.06.005","title":"Effect of hydrogen on carbon formation on Ni/YSZ composites exposed to methane","year":2008,"lang":"en","type":"article","venue":"Applied Catalysis A General","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"Western Economic Diversification Canada","keywords":"Materials science; Yttria-stabilized zirconia; Methane; Hydrogen; Carbon fibers; Microstructure; Solid oxide fuel cell; Nickel; Cubic zirconia; Hydrocarbon; Chemical engineering; Oxide; Scanning electron microscope; Composite material; Anode; Metallurgy; Chemistry; Composite number; Organic chemistry; Ceramic; Electrode","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001065825,0.0003098522,0.0005988899,0.0002684484,0.000143398,0.00003991065,0.0006941129,0.00008678525,0.00006873017],"category_scores_gemma":[0.0001110364,0.0002546699,0.00009971519,0.0006184209,0.0001642545,0.0001270211,0.0001820971,0.00007685435,0.0003909451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001405607,"about_ca_system_score_gemma":0.00004875326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001049943,"about_ca_topic_score_gemma":0.000009759473,"domain_scores_codex":[0.997472,0.000101491,0.0005383009,0.0006034279,0.000852494,0.0004323146],"domain_scores_gemma":[0.998507,0.0001933465,0.0002722996,0.0008036867,0.00006399866,0.0001597006],"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":[0.00043676,0.0000727447,0.00001771698,0.00005712023,0.00001241254,0.000006002504,0.0005064643,0.004171385,0.9935324,0.0002614319,0.0001068933,0.0008187338],"study_design_scores_gemma":[0.0005719939,0.00071207,0.00005384579,0.00001987851,0.00005698823,0.00001852692,0.000009740652,0.0006349802,0.9975588,0.00005753718,0.00004539136,0.000260254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955178,0.00002278686,0.0002547627,0.00004939677,0.0002313364,0.0005344942,0.00003116327,0.00009861761,0.003259641],"genre_scores_gemma":[0.9981135,0.000005274776,0.001119686,0.0002522916,0.000131455,0.0001783172,0.0000945487,0.00002645199,0.00007845506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004026459,"threshold_uncertainty_score":0.9999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184357907364052,"score_gpt":0.2442305044108485,"score_spread":0.232386925337208,"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."}}