{"id":"W2324277790","doi":"10.1149/1.3570127","title":"In-Situ Measurement of SOFC Anode Surface Processes","year":2011,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Engineering and Physical Sciences Research Council; RWTH Aachen University","keywords":"Anode; Raman spectroscopy; FOIL method; Materials science; Electrochemistry; In situ; Nickel; Electrode; Redox; Degradation (telecommunications); Nanotechnology; Chemical engineering; Metallurgy; Chemistry; Electrical engineering; Composite material; Engineering; Optics; Physics","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":[0.0002229563,0.0004606399,0.0003738592,0.0003916996,0.0003852649,0.0005239355,0.000538875,0.0007339221,0.002049736],"category_scores_gemma":[0.0003517104,0.0002149418,0.000207785,0.0003037068,0.0002425115,0.0004187592,0.0003102787,0.0005877098,0.0003695278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004711694,"about_ca_system_score_gemma":0.0001851496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008883511,"about_ca_topic_score_gemma":0.001770162,"domain_scores_codex":[0.9996475,0.000025884,0.00001455003,0.00009403103,0.0001587706,0.00005926692],"domain_scores_gemma":[0.9998023,0.00006498303,0.00001940087,0.0000220902,0.00007657237,0.00001471808],"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":[0.00002272909,0.00001332648,0.0002254342,0.00002814229,0.000003786195,0.00002025258,0.00002930242,0.00009399038,0.9982125,0.00004966743,0.00005301946,0.001247949],"study_design_scores_gemma":[0.000002179896,0.0000304907,0.001250454,0.000001529457,0.000004560711,0.0000376949,0.00004329571,0.001141574,0.9967759,0.00003443622,0.0006747661,0.000003127072],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640252,0.0009468882,0.02491709,0.0001881223,0.0001273623,0.00006857175,0.001136126,0.0003348155,0.008255795],"genre_scores_gemma":[0.9861299,0.0007139135,0.009408361,0.00006457237,0.00004078102,0.00004879499,0.0004922997,0.00004643129,0.00305492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002049736,"threshold_uncertainty_score":0.006857097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04162021401628133,"score_gpt":0.2263021488839911,"score_spread":0.1846819348677097,"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."}}