{"id":"W1985959267","doi":"10.1149/1.3502352","title":"Recent Progress in Anode Materials for Solid Oxide Fuel Cells","year":2010,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Council Canada; Fonds National de la Recherche Luxembourg; University of Ottawa","keywords":"Anode; Fuel cells; Materials science; Oxide; Process engineering; Chemical engineering; Chemistry; Metallurgy; Engineering; Electrode; Physical chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005832752,0.0002101227,0.0002786822,0.000108578,0.000145085,0.00009995008,0.0003196711,0.0001380868,0.003614709],"category_scores_gemma":[0.00002576946,0.0002075537,0.00005937984,0.0001800216,0.0001654622,0.0003533977,0.00001218383,0.0001841578,0.000317628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008705249,"about_ca_system_score_gemma":0.0000905245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001067698,"about_ca_topic_score_gemma":0.0002598354,"domain_scores_codex":[0.9982241,0.00004930599,0.0004851819,0.0004308018,0.0002759454,0.0005346352],"domain_scores_gemma":[0.9990941,0.00009637469,0.000124233,0.0004314954,0.0001424347,0.0001113106],"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":[0.00006589915,0.000232151,0.00002104203,0.00006543172,0.000005824774,0.000003676049,0.0002268501,0.0004468552,0.9967914,0.00009312218,0.0002303894,0.001817398],"study_design_scores_gemma":[0.0006550165,0.00003982263,0.0001330252,0.0000183034,0.00001864676,0.000005776451,0.00006140566,0.00006900419,0.9140139,0.0009585818,0.08380309,0.0002234552],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503391,0.0002144215,0.03953351,0.0005023701,0.006263398,0.001445313,0.0004910849,0.0002104352,0.001000394],"genre_scores_gemma":[0.9371338,0.0002437315,0.06079475,0.0001256273,0.0001573113,0.0006193609,0.00001399389,0.00005757447,0.0008538423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0835727,"threshold_uncertainty_score":0.9972961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611567841115712,"score_gpt":0.2949987554282532,"score_spread":0.2788830770170961,"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."}}