{"id":"W2544985834","doi":"10.25560/6988","title":"Sulphur Induced Degradation of Nickel-Based Solid Oxide Fuel Cell Anodes","year":2011,"lang":"en","type":"dissertation","venue":"Spiral (Imperial College London)","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Imperial College London; University of Alberta","keywords":"Degradation (telecommunications); Nickel; Sulfur; Materials science; Solid oxide fuel cell; Oxide; Anode; Fuel cells; Metallurgy; Chemical engineering; Chemistry; Engineering; Electrode; Electrical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006036792,0.0009574317,0.001397574,0.0004437445,0.0002412207,0.00009762843,0.001249579,0.0008820822,0.002635957],"category_scores_gemma":[0.0002515112,0.0009767157,0.0003895236,0.0005783392,0.0001956335,0.0005916286,0.000136792,0.0004822867,0.0005924889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00026342,"about_ca_system_score_gemma":0.001062522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004405726,"about_ca_topic_score_gemma":0.0007012057,"domain_scores_codex":[0.9947237,0.0002921148,0.001739042,0.001204402,0.001084613,0.0009561622],"domain_scores_gemma":[0.9959815,0.0001458044,0.001793396,0.001165729,0.0006592157,0.0002543761],"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":[0.001964647,0.0003451783,0.00006892243,0.001240103,0.00002800173,0.00002967614,0.0003056708,0.00004565634,0.9945166,0.000806273,0.0004998332,0.000149445],"study_design_scores_gemma":[0.002665756,0.0006449385,0.0001840279,0.0002546134,0.000177893,0.000002302741,0.000568019,0.00003755856,0.9916316,0.001213897,0.001643232,0.0009761153],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682235,0.0006877686,0.00005782745,0.000008048384,0.006639485,0.001564631,0.0007668309,0.0001794419,0.02187254],"genre_scores_gemma":[0.9711517,0.000100949,0.007708858,0.000146843,0.0005242911,0.0002437232,0.001591184,0.0002390993,0.01829332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007651031,"threshold_uncertainty_score":0.9992684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239160659692904,"score_gpt":0.2765717395495605,"score_spread":0.2541801329526314,"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."}}