{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":909,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":909,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"670fb47416fb","filters":{"topic":"Advancements in Solid Oxide Fuel Cells"}},"results":[{"id":"W2587613591","doi":"10.1039/c6cs00403b","title":"A review of high temperature co-electrolysis of H<sub>2</sub>O and CO<sub>2</sub>to produce sustainable fuels using solid oxide electrolysis cells (SOECs): advanced materials and technology","year":2017,"lang":"en","type":"review","venue":"Chemical Society Reviews","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":755,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; Vancouver Biotech (Canada)","funders":"National Natural Science Foundation of China","keywords":"Electrolysis; Oxide; Electrochemistry; Sustainable energy; Energy storage; Materials science; Chemical engineering; Energy transformation; Electrochemical energy conversion; Chemistry; Inorganic chemistry; Electrode; Metallurgy; Renewable energy; Electrical engineering; Thermodynamics; Engineering; Physics; Physical chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.02180492825888084,"gpt":0.3307547469606556,"spread":0.3089498187017747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003521264,0.00159974,0.01038929,0.0002162635,0.0003623542,0.0001604352,0.001580689,0.001208393,0.00005335],"category_scores_gemma":[0.001592766,0.001322371,0.001114847,0.001416173,0.001093036,0.0004603517,0.0009626723,0.0009167727,0.00004047474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006025565,"about_ca_system_score_gemma":0.0005594905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007251936,"about_ca_topic_score_gemma":5.366492e-7,"domain_scores_codex":[0.9909689,0.0005580716,0.003807163,0.002309462,0.0007058479,0.001650599],"domain_scores_gemma":[0.9910185,0.0002827382,0.005036897,0.002526873,0.0007584217,0.0003765369],"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":[0.00001818878,0.00008037377,2.427368e-7,0.2066154,0.0001710292,0.000005790165,0.0000254771,2.626439e-7,0.7397561,0.0000124392,0.001804746,0.05150998],"study_design_scores_gemma":[0.0002833618,0.00009070038,4.407277e-8,0.04819694,0.001700417,0.00006233405,0.0000152392,2.714389e-7,0.7132079,0.00008936373,0.2355561,0.0007974161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1087112,0.8849812,0.0000291562,0.00007044471,0.0001243744,0.005717227,0.0002755933,0.00007758029,0.00001322315],"genre_scores_gemma":[0.0004781601,0.990979,0.006682644,0.0003019955,0.0001938463,0.000924339,0.0001886178,0.0001996822,0.00005170076],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2337513,"threshold_uncertainty_score":0.999675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001696690","doi":"10.1039/b618345j","title":"Rapid oxygen ion diffusion and surface exchange kinetics in PrBaCo2O5+x with a perovskite related structure and ordered A cations","year":2007,"lang":"en","type":"article","venue":"Journal of Materials Chemistry","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":584,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy","keywords":"Oxygen; Perovskite (structure); Kinetics; Oxide; Conductivity; Chemistry; Oxygen transport; Diffusion; Crystallite; Electrical resistivity and conductivity; Cathode; Inorganic chemistry; Materials science; Analytical Chemistry (journal); Physical chemistry; Crystallography; Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.006948897865407099,"gpt":0.2309464021451582,"spread":0.2239975042797512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005967666,0.0001798429,0.0003233255,0.00004333702,0.00005555003,0.00007948362,0.0001389937,0.000139356,0.0006722563],"category_scores_gemma":[0.0001000995,0.0001402329,0.00001370342,0.0001166659,0.0001280612,0.0001989222,0.00009216679,0.0001362736,0.000001157854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007786415,"about_ca_system_score_gemma":0.0000358428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008691555,"about_ca_topic_score_gemma":0.000008856777,"domain_scores_codex":[0.9986188,0.00004668667,0.0006108219,0.0002048709,0.0002697353,0.0002490843],"domain_scores_gemma":[0.9989304,0.00007554156,0.0005810031,0.0001661495,0.0001300529,0.0001168397],"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":[0.0002618078,0.00005307147,0.0003900607,0.000212617,0.000008175158,0.00004799838,0.0006540481,0.00005226973,0.998169,0.000001827198,0.00003528455,0.0001138574],"study_design_scores_gemma":[0.001223921,0.00008969603,0.005373844,0.0002493873,0.0000266954,0.0004627562,0.0003022991,0.000005618229,0.9914576,0.0001228951,0.0005234009,0.0001619248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983446,0.0009459736,0.00008901129,0.0001168512,0.0002131818,0.0001398982,0.00003739675,0.00001092106,0.0001021617],"genre_scores_gemma":[0.9923631,0.0005018495,0.00677057,0.0000276206,0.0001136677,8.799061e-7,0.000007147089,0.00002238442,0.0001927562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006711421,"threshold_uncertainty_score":0.7360735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167277420","doi":"10.1146/annurev-matsci-070813-113426","title":"Materials for Intermediate-Temperature Solid-Oxide Fuel Cells","year":2014,"lang":"en","type":"article","venue":"Annual Review of Materials Research","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":425,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Dalhousie University","keywords":"Oxide; Materials science; Chemical energy; Electrolyte; Cathode; Perovskite (structure); Energy transformation; Chemical engineering; Fuel cells; Electrochemistry; Compatibility (geochemistry); Nanotechnology; Electrode; Chemistry; Composite material; Metallurgy","retraction":null,"screen_n_in":null,"score":{"opus":0.03393970452425101,"gpt":0.3981367178917872,"spread":0.3641970133675362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01662131,0.0004301969,0.001460429,0.000209239,0.0001978495,0.0002026717,0.001541338,0.0002346591,0.004584472],"category_scores_gemma":[0.004152523,0.0003464179,0.000151289,0.0003273923,0.0005507556,0.0005296599,0.0007512147,0.0002040011,0.00130624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001360097,"about_ca_system_score_gemma":0.0002056944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004928572,"about_ca_topic_score_gemma":0.000004585977,"domain_scores_codex":[0.9927205,0.00176933,0.001692541,0.0008630553,0.001701853,0.001252679],"domain_scores_gemma":[0.9945622,0.001026426,0.0005714271,0.001237253,0.002349396,0.0002533026],"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":[0.0001809223,0.00009913275,6.796469e-7,0.02328483,0.00001610601,0.000005948765,0.0001366264,0.000002302698,0.9467213,0.001068829,0.02808464,0.0003987151],"study_design_scores_gemma":[0.000460019,0.0003581243,0.00001757512,0.004922308,0.00002645025,0.0000081761,0.0000970319,5.597133e-7,0.8544819,0.001486983,0.1378494,0.0002915406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728075,0.0126835,0.0002668743,0.0005269383,0.003899798,0.004255515,0.003759811,0.0001297203,0.001670387],"genre_scores_gemma":[0.9087361,0.07090054,0.009833654,0.00224453,0.002071125,0.001637904,0.0003698866,0.000266711,0.003939625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1097647,"threshold_uncertainty_score":0.9998988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079389922","doi":"10.1007/s11581-006-0013-7","title":"Recent progress in solid oxide and lithium ion conducting electrolytes research","year":2006,"lang":"en","type":"article","venue":"Ionics","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":349,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Lithium (medication); Materials science; Fast ion conductor; Oxide; Perovskite (structure); Electrolyte; Doping; Electrochemistry; Electrical conductor; Ionic conductivity; Inorganic chemistry; Ionic bonding; Ion; Nanotechnology; Chemical engineering; Chemistry; Electrode; Physical chemistry; Optoelectronics; Metallurgy","retraction":null,"screen_n_in":null,"score":{"opus":0.06467091706175047,"gpt":0.3730791085909461,"spread":0.3084081915291956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001790619,0.0001149695,0.0001618406,0.0001113557,0.0001620957,0.0001194178,0.0001961665,0.00007841463,0.00007862248],"category_scores_gemma":[0.0002146671,0.0001085974,0.00001294961,0.0003259575,0.0002309422,0.0002364691,0.0001687649,0.0002730259,0.00007751856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001755787,"about_ca_system_score_gemma":0.00008140476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004441928,"about_ca_topic_score_gemma":0.00009166241,"domain_scores_codex":[0.9980487,0.0001799652,0.0003449262,0.0003812608,0.0004404183,0.0006047927],"domain_scores_gemma":[0.9992188,0.0001581503,0.00009031236,0.0002518313,0.0002296422,0.00005123399],"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":[0.00005941116,0.0001403362,0.005990732,0.00005184659,0.000002461319,0.00003201839,0.000210718,0.000320432,0.9808526,0.003326152,0.001368974,0.007644324],"study_design_scores_gemma":[0.0004825006,0.00009225046,0.001540025,0.0000892852,0.000003152078,0.00001708078,0.0001931505,0.0004519315,0.9463618,0.009416041,0.04116177,0.0001910372],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897704,0.007361663,0.0000471745,0.0005959314,0.0002329286,0.0002879793,0.000002799409,0.00005290784,0.00164826],"genre_scores_gemma":[0.9860427,0.001091931,0.01164339,0.00007623372,0.0001915801,0.00005931447,0.000006382541,0.00002811607,0.0008602914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03979279,"threshold_uncertainty_score":0.4428473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972691156","doi":"10.1039/c9ee02230a","title":"Heterointerface engineering for enhancing the electrochemical performance of solid oxide cells","year":2019,"lang":"en","type":"article","venue":"Energy & Environmental Science","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":306,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Tsinghua University; National Natural Science Foundation of China","keywords":"Electrochemistry; Materials science; Conductivity; Nanotechnology; Oxide; Chemistry; Electrode; Metallurgy; Physical chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.003566160126010838,"gpt":0.2001333643885847,"spread":0.1965672042625739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004738695,0.0001747572,0.0001857918,0.00004239168,0.0001378519,0.00002600318,0.0008548961,0.00003539223,0.0002461666],"category_scores_gemma":[0.00001753109,0.0001355421,0.00005847973,0.0001387465,0.0004278807,0.0004068161,0.0003110349,0.000078706,0.00009718686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000220895,"about_ca_system_score_gemma":0.00003085015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004722479,"about_ca_topic_score_gemma":0.000001278781,"domain_scores_codex":[0.9981297,0.00001336896,0.0003263885,0.000460779,0.0004958958,0.000573876],"domain_scores_gemma":[0.9992017,0.0001106783,0.0001554982,0.0004424394,0.00000952125,0.00008019549],"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":[0.00001968604,0.0000280233,0.00007963736,0.00001392403,0.000002106818,1.577614e-7,0.00007683005,0.009908346,0.9896808,0.00006302582,0.000006902372,0.0001205926],"study_design_scores_gemma":[0.0001343535,0.0001423231,0.0001421375,0.00002586598,0.000005028638,0.000005300855,0.0000763342,0.007501502,0.990238,0.00001306465,0.001555317,0.0001608186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822281,0.00008496666,0.01691774,0.00001175417,0.0003763172,0.0001805874,0.00001019325,0.00002247825,0.0001678496],"genre_scores_gemma":[0.9915339,0.000039929,0.007665015,0.00008963463,0.00003759996,0.00002899159,0.000001700937,0.00001917614,0.0005840067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009305831,"threshold_uncertainty_score":0.5527247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2481465252","doi":"10.1021/acs.nanolett.6b02757","title":"New Opportunity for <i>in Situ</i> Exsolution of Metallic Nanoparticles on Perovskite Parent","year":2016,"lang":"en","type":"article","venue":"Nano Letters","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":281,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada; National Institute for Nanotechnology; University of Alberta","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Perovskite (structure); Materials science; Oxide; Nanoparticle; Nanotechnology; Catalysis; Electrolysis; Chemical engineering; Metal; Electrode; Population; Chemistry; Metallurgy; Physical chemistry; Electrolyte","retraction":null,"screen_n_in":null,"score":{"opus":0.04159200405301652,"gpt":0.2853797100263241,"spread":0.2437877059733075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003968013,0.0001419586,0.0002198341,0.00007077589,0.00004072374,0.00001290859,0.0002306366,0.00004075417,0.000243059],"category_scores_gemma":[0.0001983105,0.0001025907,0.0000685463,0.00009076008,0.00008548114,0.0001730501,0.00005026916,0.00002713213,0.00008525396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001339988,"about_ca_system_score_gemma":0.00005336607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002456688,"about_ca_topic_score_gemma":0.00002398722,"domain_scores_codex":[0.9986273,0.00007698543,0.000360365,0.0003056501,0.0002700511,0.000359659],"domain_scores_gemma":[0.999157,0.0001855538,0.0001763427,0.0003268688,0.00003954966,0.0001146655],"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":[0.0001053606,0.00005958342,0.000210114,0.00002147408,0.000004693696,0.000001937339,0.0000764739,0.00003960218,0.9919699,0.0009628269,0.004264245,0.00228376],"study_design_scores_gemma":[0.0009590493,0.0001139659,0.0003998425,0.00007700826,0.00001047734,5.402357e-7,0.00002332734,0.000001192804,0.9809098,0.0006336642,0.01673444,0.000136703],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990678,0.00004719124,0.005980046,0.001991535,0.0005953369,0.0003537669,0.0000263752,0.00003543515,0.0002923284],"genre_scores_gemma":[0.9914477,0.0000215538,0.006490487,0.001576594,0.00009250628,0.00004023025,0.000002894685,0.000017763,0.0003102968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0124702,"threshold_uncertainty_score":0.4183526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2517710042","doi":"10.1021/acscatal.6b01555","title":"Highly Stable and Efficient Catalyst with In Situ Exsolved Fe–Ni Alloy Nanospheres Socketed on an Oxygen Deficient Perovskite for Direct CO<sub>2</sub> Electrolysis","year":2016,"lang":"en","type":"article","venue":"ACS Catalysis","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":280,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Catalysis; Electrolysis; Perovskite (structure); Electrochemistry; Chemical engineering; Oxide; Oxygen; Alloy; Inorganic chemistry; Chemistry; Electrode; Metallurgy; Physical chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.00882960149647544,"gpt":0.2340619852101673,"spread":0.2252323837136919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008321339,0.0005107679,0.0007474262,0.0002614221,0.0003678721,0.0001617301,0.00054131,0.0001398306,0.00003833187],"category_scores_gemma":[0.0001666323,0.0003560914,0.0001087352,0.0006813489,0.0002641977,0.0004263053,0.0001471332,0.0001045328,0.00009558128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004250351,"about_ca_system_score_gemma":0.0001136803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001737097,"about_ca_topic_score_gemma":0.001440034,"domain_scores_codex":[0.9960958,0.0001606208,0.0006132434,0.001349916,0.0007223752,0.001058007],"domain_scores_gemma":[0.9977305,0.0003902695,0.0003551401,0.00108261,0.0001984575,0.0002430047],"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":[0.000544624,0.0004006273,0.0005577718,0.00004325657,0.00009010641,0.00001348586,0.0006063384,0.001755439,0.9939662,0.0000428652,0.0001953291,0.001783909],"study_design_scores_gemma":[0.001772238,0.0005413354,0.0009261594,0.00007903554,0.0002223177,0.000004383799,0.0003008522,0.0002684958,0.9946998,0.0000341775,0.0005788832,0.0005722666],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964523,0.0003944114,0.001547175,0.0001346635,0.0001170895,0.0007811495,0.0001991079,0.000137257,0.0002368555],"genre_scores_gemma":[0.9972909,0.0001075264,0.001455462,0.0001514015,0.00005401604,0.0003368212,0.000198259,0.00008745243,0.0003181259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001634681,"threshold_uncertainty_score":0.9998891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119045159","doi":"10.1016/j.ijhydene.2006.10.059","title":"Thermodynamic modeling of direct internal reforming solid oxide fuel cells operating with syngas","year":2007,"lang":"en","type":"article","venue":"International Journal of Hydrogen Energy","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":241,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ontario Institute of Technology; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ontario Institute of Technology","keywords":"Syngas; Solid oxide fuel cell; Anode; Nuclear engineering; Materials science; Steam reforming; Fuel mass fraction; Power density; Thermodynamics; Chemical engineering; Chemistry; Power (physics); Hydrogen; Hydrogen production; Electrode; Combustion; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.0102732696072132,"gpt":0.2691822774550415,"spread":0.2589090078478283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001036264,0.0002183539,0.0003743508,0.00028737,0.00005281732,0.00005359603,0.000977628,0.00006332019,0.0001355945],"category_scores_gemma":[0.00006282269,0.0001663599,0.0001418761,0.000105616,0.00009612978,0.0006084694,0.0001786599,0.0001772503,0.000006573251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002979017,"about_ca_system_score_gemma":0.0001140008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001944351,"about_ca_topic_score_gemma":0.00009317969,"domain_scores_codex":[0.9971678,0.00005773548,0.00114686,0.0002279182,0.001060995,0.0003387399],"domain_scores_gemma":[0.9978358,0.0001167799,0.001003592,0.0001966837,0.0007249383,0.0001222709],"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":[0.0002203282,0.00007764866,0.0001040185,0.000008218196,0.0001293517,0.0002186483,0.0002391028,0.2324934,0.765433,0.0002584123,0.000003307341,0.0008145543],"study_design_scores_gemma":[0.0006626581,0.0001653792,0.00001027995,0.0003036723,0.00003110701,0.0004272458,0.0003148357,0.06063602,0.9365211,0.0004875081,0.0002524279,0.0001877268],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8623152,0.0003151013,0.1320569,0.00002226852,0.0007631516,0.00003595847,0.000009859486,0.00001524725,0.004466215],"genre_scores_gemma":[0.9845388,0.0001102767,0.01464055,0.0001246742,0.0003541962,0.000001581673,0.000002695572,0.00004042574,0.0001868151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1718574,"threshold_uncertainty_score":0.6783959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991989949","doi":"10.1016/j.jpowsour.2007.03.075","title":"Thermal plasma spraying for SOFCs: Applications, potential advantages, and challenges","year":2007,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":233,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; BC Innovation Council","funders":"National Research Council Canada; Fuel Cells and Hydrogen Joint Undertaking","keywords":"Materials science; Electrolyte; Fabrication; Oxide; Porosity; Sintering; Electrode; Tape casting; Deposition (geology); Nanotechnology; Rapid thermal processing; Chemical engineering; Composite material; Metallurgy; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01706375776017173,"gpt":0.275338019612879,"spread":0.2582742618527073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001255829,0.0001274151,0.0002161953,0.0001010637,0.0001474278,0.00005950114,0.000263055,0.00006178454,0.0001001508],"category_scores_gemma":[0.00005480609,0.0001035006,0.00006903319,0.00003990353,0.0001082308,0.0003430746,0.00006563072,0.0001100711,0.00001178324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003047136,"about_ca_system_score_gemma":0.00002328015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.930974e-7,"about_ca_topic_score_gemma":0.000001416039,"domain_scores_codex":[0.9987562,0.00002913861,0.0004674626,0.0001651875,0.000298715,0.0002832511],"domain_scores_gemma":[0.9988828,0.0002073174,0.0005262331,0.0001376444,0.0001341197,0.0001119367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000671794,0.0002336913,0.0009585444,0.0002254295,0.00008001569,0.00005906478,0.003407576,0.0009707539,0.9310297,0.001462322,0.0002623442,0.06063876],"study_design_scores_gemma":[0.002824194,0.0008063678,0.003859435,0.0001327059,0.0001309092,0.0003694434,0.0108313,0.00006507283,0.3066638,0.001902694,0.6718853,0.0005287488],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088169,0.0129355,0.07628145,0.0003383312,0.0006215303,0.0002487707,0.000009429192,0.00002071504,0.0007273072],"genre_scores_gemma":[0.9547728,0.001210419,0.04314079,0.00009482643,0.0006140273,0.000006953323,5.912606e-7,0.00002435144,0.0001352409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.671623,"threshold_uncertainty_score":0.4220634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2316375307","doi":"10.1021/cr4000336","title":"Ionically Conducting Ceramics as Active Catalyst Supports","year":2013,"lang":"en","type":"review","venue":"Chemical Reviews","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":228,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Chemistry; Catalysis; Ceramic; Nanotechnology; Chemical engineering; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.1382179149160206,"gpt":0.4063208707199087,"spread":0.2681029558038881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009311553,0.0009667375,0.004260199,0.00007261997,0.0001080849,0.0001568142,0.001424562,0.0006008642,0.007323563],"category_scores_gemma":[0.002548969,0.0007021835,0.0009295076,0.0003611524,0.0003381163,0.0003833928,0.0007694711,0.000931267,0.02416545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006074313,"about_ca_system_score_gemma":0.0003882539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001357285,"about_ca_topic_score_gemma":4.49032e-7,"domain_scores_codex":[0.9945543,0.0002999192,0.002388224,0.001360733,0.000516464,0.0008803463],"domain_scores_gemma":[0.9953785,0.0005500909,0.001965053,0.001541884,0.0001470842,0.0004173811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001988786,0.000065687,4.772111e-8,0.01709516,0.00003139441,0.00002028997,0.00003667588,7.337928e-8,0.008833056,0.00009210367,0.007252364,0.9665712],"study_design_scores_gemma":[0.00007965219,0.00001635094,3.17651e-9,0.01046648,0.0004741158,0.0001197317,0.00001050933,2.949232e-7,0.01085732,0.0001985768,0.9770811,0.0006958676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005176618,0.98868,0.00005358415,0.00001418889,0.001010346,0.002763279,0.00006320662,0.0001057132,0.007257889],"genre_scores_gemma":[0.000001236215,0.9889862,0.0063749,0.0002194151,0.0005896653,0.000812926,0.0004361242,0.0001343943,0.002445169],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9698287,"threshold_uncertainty_score":0.999543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109742711","doi":"10.1149/1.1420706","title":"Electrical Properties of Yttrium-Doped Strontium Titanate under Reducing Conditions","year":2002,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":226,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Yttrium; Electrical resistivity and conductivity; Conductivity; Materials science; Dopant; Doping; Analytical Chemistry (journal); Strontium titanate; Strontium; Solubility; Mineralogy; Partial pressure; Oxygen; Inorganic chemistry; Chemistry; Metallurgy; Physical chemistry; Oxide; Thin film; Nanotechnology","retraction":null,"screen_n_in":null,"score":{"opus":0.02203121198904893,"gpt":0.2499142723996499,"spread":0.227883060410601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000359218,0.0001448499,0.0003111175,0.00002106595,0.0001436437,0.00002910872,0.0005865009,0.00009606221,0.0005236984],"category_scores_gemma":[0.0001787602,0.00009227361,0.0003726,0.0002840556,0.0002441421,0.0002064718,0.00009567774,0.0004474303,0.00001346301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104219,"about_ca_system_score_gemma":0.00007215875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002248518,"about_ca_topic_score_gemma":2.13202e-7,"domain_scores_codex":[0.9982054,0.00008748044,0.0005968679,0.0001547545,0.0005671773,0.0003883629],"domain_scores_gemma":[0.9987597,0.00007064419,0.0005885897,0.0002359956,0.0002587809,0.00008631561],"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":[0.00002405093,0.0001321409,0.00002168294,0.00001853946,0.00005036779,4.733789e-7,0.0001783765,0.0001004681,0.992958,0.0001003701,0.006398722,0.00001680834],"study_design_scores_gemma":[0.0004197254,0.00009467072,0.00004948904,0.00005307347,0.00007017692,0.0000501748,0.00009430876,0.00081193,0.9968764,0.0007068779,0.0006647684,0.000108414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857545,0.00184233,0.009592511,0.00163221,0.0003832521,0.0001839679,0.000004649048,0.00002240041,0.0005841547],"genre_scores_gemma":[0.990738,0.000167066,0.007834438,0.0003095614,0.0002379214,0.000002910889,4.123507e-7,0.00001736174,0.0006923327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005733953,"threshold_uncertainty_score":0.5734131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129040712","doi":"10.1007/s10008-006-0127-x","title":"Recent developments in Ruddlesden–Popper nickelate systems for solid oxide fuel cell cathodes","year":2006,"lang":"en","type":"article","venue":"Journal of Solid State Electrochemistry","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":222,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Defence Research and Development Canada","funders":"National Research Council Canada","keywords":"Cathode; Non-blocking I/O; Materials science; Oxide; Perovskite (structure); Crystallography; Fuel cells; Physics; Metallurgy; Chemistry; Chemical engineering; Physical chemistry; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01094065933150255,"gpt":0.273399329788986,"spread":0.2624586704574834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001213733,0.000401687,0.000713506,0.0001557193,0.0001145908,0.0001190301,0.0006528461,0.0001690278,0.00005302219],"category_scores_gemma":[0.0001158787,0.0003787463,0.0001375474,0.0002570413,0.00008806144,0.0003912097,0.00009103707,0.0004324625,0.00003114967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008458967,"about_ca_system_score_gemma":0.0005409457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001059864,"about_ca_topic_score_gemma":0.00001179138,"domain_scores_codex":[0.9960107,0.00008302957,0.001742074,0.0004315847,0.0006749688,0.001057615],"domain_scores_gemma":[0.9974415,0.0001620783,0.001318307,0.0003081344,0.0005810637,0.0001888768],"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":[0.0002931388,0.0002593634,0.0004171934,0.0004208235,0.00002222594,0.00007318288,0.0001778911,0.00565816,0.9903647,0.000007438132,0.002186399,0.0001195234],"study_design_scores_gemma":[0.001782737,0.0001151444,0.0001204455,0.000201509,0.00003226503,0.0001791953,0.0002191083,0.0001584384,0.9767256,0.001350838,0.01869961,0.0004150576],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796957,0.01093446,0.006015147,0.00007057789,0.0007329338,0.0004220124,0.00006626774,0.00003583263,0.00202702],"genre_scores_gemma":[0.9751143,0.005959483,0.0153682,0.0000954638,0.0003296712,0.00005131739,0.00002334325,0.00008553404,0.002972646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01651321,"threshold_uncertainty_score":0.9998664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2957687809","doi":"10.1039/c9ta04335g","title":"Tuning the defects of the triple conducting oxide BaCo<sub>0.4</sub>Fe<sub>0.4</sub>Zr<sub>0.1</sub>Y<sub>0.1</sub>O<sub>3−δ</sub> perovskite toward enhanced cathode activity of protonic ceramic fuel cells","year":2019,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":217,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"National Natural Science Foundation of China","keywords":"Perovskite (structure); Materials science; Oxide; Proton; Cathode; High-temperature superconductivity; Analytical Chemistry (journal); Inorganic chemistry; Crystallography; Superconductivity; Physical chemistry; Condensed matter physics; Chemistry; Metallurgy; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01994338306523364,"gpt":0.2518793909652798,"spread":0.2319360079000461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.006869876,0.002144009,0.003716176,0.000349396,0.0007787787,0.0007260702,0.003569653,0.001163202,0.0001873206],"category_scores_gemma":[0.001796963,0.001742662,0.001332422,0.00118624,0.001283634,0.002157703,0.001823609,0.002137629,0.0002259846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490977,"about_ca_system_score_gemma":0.001639068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002664394,"about_ca_topic_score_gemma":0.00002072966,"domain_scores_codex":[0.984971,0.001919822,0.004917993,0.002165393,0.003235965,0.002789816],"domain_scores_gemma":[0.9834915,0.001312786,0.009840203,0.002996857,0.001602759,0.000755943],"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":[0.001782204,0.0007829726,0.0001052396,0.003977548,0.0003756018,0.00008459481,0.001774152,0.001947007,0.9878075,0.000008833721,0.0002436155,0.001110689],"study_design_scores_gemma":[0.004256313,0.0004128264,0.0006733147,0.002389904,0.0006321801,0.000511664,0.001047599,0.00009282774,0.9877631,0.0004424215,0.0001002526,0.0016776],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895107,0.0005374124,0.0006795356,0.0001870825,0.004449176,0.003701411,0.0005127322,0.0001811368,0.0002408337],"genre_scores_gemma":[0.9955559,0.001396562,0.0007747561,0.000233846,0.001236496,0.0003024306,0.00004399661,0.0004253501,0.00003070881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006045174,"threshold_uncertainty_score":0.9991301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200528659","doi":"10.1039/d1ta08475e","title":"Recent advances, practical challenges, and perspectives of intermediate temperature solid oxide fuel cell cathodes","year":2021,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":215,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Alberta Innovates","keywords":"Oxide; Cathode; Fuel cells; Materials science; Perovskite (structure); Solid oxide fuel cell; Nanotechnology; Composite number; Crystal structure; Metal; Chemical engineering; Metallurgy; Crystallography; Composite material; Chemistry; Engineering; Physical chemistry; Electrode; Anode","retraction":null,"screen_n_in":null,"score":{"opus":0.02475602531632795,"gpt":0.3019842069571706,"spread":0.2772281816408426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008163668,0.0002365204,0.0006447217,0.00002844796,0.00004120993,0.00007539015,0.0002335277,0.0001525667,0.001053109],"category_scores_gemma":[0.0008206547,0.0002030076,0.00006612164,0.00006291542,0.0002217453,0.000494905,0.0002021656,0.0002328762,0.000006312308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001003406,"about_ca_system_score_gemma":0.0002581859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.640961e-7,"about_ca_topic_score_gemma":5.85069e-7,"domain_scores_codex":[0.9979105,0.0001832753,0.000862784,0.0003283483,0.0004253498,0.0002897264],"domain_scores_gemma":[0.9976046,0.0001746637,0.001093933,0.0003051129,0.0006577477,0.0001639103],"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":[0.0002634005,0.0002835197,0.000004244897,0.001204175,0.00002282992,0.0003727216,0.0012189,0.00002038247,0.9961301,0.00001909195,0.0001134138,0.00034719],"study_design_scores_gemma":[0.0007242238,0.00007130599,0.00007359889,0.0002626336,0.00005307586,0.001163856,0.00538394,5.203033e-7,0.9800015,0.0005630941,0.01151903,0.0001832223],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8906441,0.1070649,0.00002490172,0.000427471,0.000531862,0.00006463004,0.00005299161,0.00001118289,0.001178053],"genre_scores_gemma":[0.7425079,0.2413167,0.01532337,0.00004771238,0.0005022673,0.000004861998,0.000005220015,0.00003123967,0.0002607098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1481361,"threshold_uncertainty_score":0.99986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124455426","doi":"10.1039/c5ta01733e","title":"A-site deficient perovskite: the parent for in situ exsolution of highly active, regenerable nano-particles as SOFC anodes","year":2015,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":204,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; University of Alberta","keywords":"Perovskite (structure); Anode; Nanoparticle; Materials science; Nano-; Catalysis; Conductivity; Doping; In situ; Chemical engineering; Nanotechnology; Electrode; Chemistry; Optoelectronics; Physical chemistry; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.03332372783037493,"gpt":0.289549487092819,"spread":0.2562257592624441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001617133,0.0001649364,0.0003969389,0.00003326189,0.00006457603,0.00007275781,0.0003775104,0.00008089417,0.0001426391],"category_scores_gemma":[0.0006930828,0.0001161422,0.00007316433,0.0001013234,0.0001339246,0.0002324882,0.0001060626,0.00007208245,0.00001437606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002096437,"about_ca_system_score_gemma":0.0001968322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002015323,"about_ca_topic_score_gemma":0.000003664068,"domain_scores_codex":[0.9980448,0.0001148748,0.0008666482,0.000190181,0.0004665539,0.0003168856],"domain_scores_gemma":[0.9980412,0.00011803,0.0009980527,0.0002780626,0.0004613939,0.0001032438],"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":[0.0008045973,0.0001708537,0.00005505519,0.0001321004,0.00001079076,0.000005523163,0.000525748,0.002108829,0.9952596,0.00004838983,0.0008273526,0.00005109789],"study_design_scores_gemma":[0.001133044,0.0001279137,0.00007449077,0.0001345666,0.00003296902,0.00004155442,0.0006907913,0.0000128859,0.9934185,0.00100753,0.003203824,0.0001219074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978537,0.0004327083,0.0002663386,0.0001572576,0.000718164,0.0001949344,0.00005882106,0.000008866592,0.0003092221],"genre_scores_gemma":[0.9958992,0.0000561143,0.003456163,0.00004270708,0.0002972353,0.00002196804,0.000006158339,0.00001700955,0.0002034457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003189825,"threshold_uncertainty_score":0.4736143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078851189","doi":"10.1016/j.pmatsci.2015.04.002","title":"A review of advanced proton-conducting materials for hydrogen separation","year":2015,"lang":"en","type":"review","venue":"Progress in Materials Science","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":190,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Specialized Research Fund for the Doctoral Program of Higher Education of China; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Membrane; Ceramic; Materials science; Proton; Oxide; Nanotechnology; Chemical engineering; Composite material; Metallurgy; Engineering; Chemistry; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.1218746872055844,"gpt":0.459656295717337,"spread":0.3377816085117527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01596877,0.0007944889,0.003797714,0.0004561529,0.0001852629,0.0002646418,0.002407457,0.0002580227,0.0004807216],"category_scores_gemma":[0.001647758,0.0006496499,0.0001739735,0.00127218,0.001371655,0.001309152,0.0007855308,0.0001362681,0.0001273513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007482635,"about_ca_system_score_gemma":0.00198714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005629151,"about_ca_topic_score_gemma":7.207704e-7,"domain_scores_codex":[0.9920021,0.0005902041,0.003200361,0.001581145,0.001469318,0.001156883],"domain_scores_gemma":[0.9937746,0.0001786622,0.003453569,0.001276628,0.001129229,0.0001873263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007300702,0.0001946689,0.000001555029,0.6050013,0.00001755738,0.000008566111,0.0001736446,0.000005474862,0.179883,0.0002854955,0.0001670303,0.2141887],"study_design_scores_gemma":[0.0003117885,0.0001403663,7.139429e-8,0.1322583,0.0001471613,0.00002871015,0.00001802038,0.000001049025,0.4971943,0.0003122595,0.3689896,0.0005983938],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002245223,0.9809526,0.00003138744,0.00001205301,0.002479176,0.01342209,0.0006593716,0.00009551575,0.0001026203],"genre_scores_gemma":[0.000090284,0.9697127,0.01996341,0.00005047123,0.0002524662,0.009657041,0.0001292584,0.00010603,0.00003837875],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.472743,"threshold_uncertainty_score":0.9995955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055758192","doi":"10.1016/j.jpowsour.2004.12.071","title":"Electrochemical and microstructural characterization of the redox tolerance of solid oxide fuel cell anodes","year":2005,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":179,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anode; Solid oxide fuel cell; Redox; Materials science; Cermet; Scanning electron microscope; Electrochemistry; Oxide; Chemical engineering; Microstructure; Metallurgy; Electrode; Chemistry; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.00431701739343931,"gpt":0.2261987871482183,"spread":0.2218817697547789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002306448,0.0001121287,0.0002762625,0.0000442446,0.00003982293,0.00001900346,0.0003253573,0.00005188754,0.00009805357],"category_scores_gemma":[0.00004835868,0.00007509404,0.00007376538,0.00009000982,0.000218685,0.0002926633,0.00007795691,0.0001244994,0.000001507374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002791323,"about_ca_system_score_gemma":0.00003664336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.873703e-7,"about_ca_topic_score_gemma":6.6477e-7,"domain_scores_codex":[0.99877,0.00005295346,0.0005885616,0.0001101535,0.0003070274,0.0001713326],"domain_scores_gemma":[0.9985211,0.0000415193,0.001059254,0.0001573676,0.0001751221,0.00004565198],"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":[0.00008179378,0.00003369569,0.001847318,0.00005229341,0.000006170029,5.522159e-7,0.001044808,0.00005062227,0.9967983,0.000007130653,0.00002509262,0.00005222161],"study_design_scores_gemma":[0.0003422975,0.00007364259,0.008755916,0.00006568208,0.00001850938,0.00004992356,0.0001108306,0.00002326382,0.9885045,0.0001155766,0.001866158,0.00007374393],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980294,0.0008702447,0.000569549,0.0001292854,0.0002184316,0.0000652335,0.00001522105,0.000003696969,0.00009897118],"genre_scores_gemma":[0.9940362,0.0001371546,0.005466363,0.0001062892,0.0001109602,4.071561e-7,4.898619e-7,0.00001045633,0.0001317088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008293845,"threshold_uncertainty_score":0.3062246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2556889086","doi":"10.1039/c6ta06757c","title":"Trends in electrode development for next generation solid oxide fuel cells","year":2016,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":177,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of the Philippines; Institute of High Energy Physics; University of Texas at Austin; Chinese Academy of Sciences; High Energy Physics; University of Calgary","keywords":"Electrolysis; Oxide; Renewable energy; Fuel cells; Electrochemistry; Sustainable energy; Carbon fibers; Materials science; Renewable fuels; Nanotechnology; Environmental science; Electrode; Process engineering; Chemical engineering; Engineering; Chemistry; Metallurgy; Electrical engineering; Composite number; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.03350527521063393,"gpt":0.2874516873518146,"spread":0.2539464121411806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00101543,0.0002035054,0.0004115602,0.00008177859,0.00004789402,0.00009730134,0.0003503664,0.0001096599,0.001784523],"category_scores_gemma":[0.0001073263,0.0001452117,0.00006659182,0.00008177967,0.00004510352,0.0004434856,0.00005806401,0.00005449282,0.00003326479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003265504,"about_ca_system_score_gemma":0.0001780702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001240226,"about_ca_topic_score_gemma":0.000001800535,"domain_scores_codex":[0.9979086,0.00004856105,0.0010799,0.0002432503,0.0003102775,0.0004094238],"domain_scores_gemma":[0.9986701,0.00007046039,0.0007892479,0.000202019,0.0001676767,0.0001005053],"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":[0.0002002463,0.00007837288,0.000006367603,0.0000848894,0.00001104289,0.000012554,0.00007207625,0.00006997672,0.9973324,0.000005842716,0.001209462,0.0009167705],"study_design_scores_gemma":[0.001215056,0.00004631628,0.00003133451,0.0001072174,0.00001264963,0.00004309625,0.00001931712,0.0000040507,0.988542,0.0001920768,0.009594095,0.0001927972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949625,0.0001064273,0.003806386,0.0001477694,0.0006955914,0.00009128284,0.00002692572,0.00001321752,0.0001498803],"genre_scores_gemma":[0.9675341,0.00008766874,0.02992059,0.00007154125,0.0007803804,0.00002737922,0.000007819216,0.00003017242,0.001540321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02742839,"threshold_uncertainty_score":0.999128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008270202","doi":"10.1016/j.jpowsour.2006.05.055","title":"Mathematical modeling of planar solid oxide fuel cells","year":2006,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":166,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University; University of Waterloo","funders":"AUTO21 Network of Centres of Excellence; Networks of Centres of Excellence of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Overpotential; Anode; Solid oxide fuel cell; Electrolyte; Oxide; Materials science; Ohmic contact; Chemical engineering; Cathode; Electrochemistry; Analytical Chemistry (journal); Electrode; Chemistry; Composite material; Metallurgy; Physical chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01248174691968571,"gpt":0.2571589383965089,"spread":0.2446771914768232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007468093,0.0001655112,0.0004627744,0.0001317484,0.0000489643,0.0000484566,0.000465759,0.00007392406,0.001244487],"category_scores_gemma":[0.0000629736,0.0001290555,0.000154569,0.00009414425,0.000121335,0.0003052047,0.00006044056,0.0001619759,0.0001705267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004504965,"about_ca_system_score_gemma":0.00004783504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009288081,"about_ca_topic_score_gemma":0.000001357981,"domain_scores_codex":[0.9977418,0.0000615394,0.001075007,0.0001460919,0.0006733281,0.0003022782],"domain_scores_gemma":[0.9985099,0.000127117,0.0008304942,0.0002322041,0.000207898,0.00009237714],"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":[0.0001154828,0.0002767308,0.0001175583,0.0001274489,0.00002648767,0.00005912775,0.000762291,0.07224728,0.9239413,0.001042571,0.00125992,0.0000237724],"study_design_scores_gemma":[0.001308929,0.0004898066,0.00007605392,0.0004258701,0.0001266797,0.0002426673,0.001702662,0.006133623,0.9241685,0.05768842,0.007163392,0.0004733663],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9185182,0.0007115999,0.07428864,0.00005019168,0.0003588045,0.00007144117,0.00001022663,0.00001530663,0.00597562],"genre_scores_gemma":[0.9484643,0.00002161704,0.05059731,0.00004761248,0.0001832235,7.709884e-7,3.713145e-7,0.00002352687,0.0006612412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06611366,"threshold_uncertainty_score":0.9996685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393132370","doi":"10.1016/j.jechem.2024.03.020","title":"Advancements, strategies, and prospects of solid oxide electrolysis cells (SOECs): Towards enhanced performance and large-scale sustainable hydrogen production","year":2024,"lang":"en","type":"article","venue":"Journal of Energy Chemistry","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":164,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Hydrogen production; Electrolysis; Oxide; Production (economics); Sustainable production; Materials science; Hydrogen; Scale (ratio); Chemical engineering; Environmental science; Nanotechnology; Process engineering; Chemistry; Metallurgy; Engineering; Economics; Physics; Electrode; Physical chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.003628208717763092,"gpt":0.2310005030796556,"spread":0.2273722943618925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005139001,0.0002127257,0.0003766282,0.00006911181,0.0000898103,0.00008823015,0.0001917956,0.0000859054,0.0001156714],"category_scores_gemma":[0.00003638491,0.000187898,0.00005898478,0.0002257243,0.0001301651,0.00111359,0.0001145232,0.000180855,9.356378e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565024,"about_ca_system_score_gemma":0.0002940661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006704352,"about_ca_topic_score_gemma":0.000001708882,"domain_scores_codex":[0.9982114,0.00002384414,0.0005874981,0.000347269,0.0004047142,0.000425267],"domain_scores_gemma":[0.9989577,0.00002199599,0.0004168096,0.000219534,0.0002680953,0.0001158819],"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":[0.0001050682,0.00007871555,0.00002193536,0.0009357011,0.00004758238,0.00002552039,0.0001924471,0.001831855,0.996016,0.00007546032,0.000111325,0.0005584128],"study_design_scores_gemma":[0.000339166,0.0001335487,0.00001670394,0.0001812891,0.00006728317,0.00009019095,0.0008720857,0.0002705943,0.9910038,0.0006882427,0.00616293,0.0001742014],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903079,0.005458002,0.00275205,0.00003694218,0.0001885394,0.00007136781,0.0000086573,0.00002252645,0.00115403],"genre_scores_gemma":[0.9900047,0.003198856,0.002374191,0.00001525359,0.0002335621,0.000009745273,0.000003404526,0.00002607937,0.004134241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006051605,"threshold_uncertainty_score":0.766226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099834055","doi":"10.1002/anie.201307305","title":"A Highly Active Perovskite Electrode for the Oxygen Reduction Reaction Below 600 °C","year":2013,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":161,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Perovskite (structure); Samarium; Oxygen; Cathode; Materials science; Electrochemistry; Oxygen reduction; Electrode; Diffusion; Fuel cells; Oxygen reduction reaction; Power density; Inorganic chemistry; Chemical engineering; Chemistry; Power (physics); Physical chemistry; Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.01414542943401348,"gpt":0.2685920445191741,"spread":0.2544466150851606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002069953,0.000161307,0.0001149435,0.00006461381,0.0002253549,0.0001240315,0.0003056254,0.00008595651,0.001084963],"category_scores_gemma":[0.0001603664,0.0001295238,0.00008507104,0.00009513964,0.00009270389,0.001198889,0.0000501808,0.0001317679,0.000306269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004119067,"about_ca_system_score_gemma":0.00003766755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001239401,"about_ca_topic_score_gemma":0.000007469415,"domain_scores_codex":[0.9986767,0.00002020661,0.0002665803,0.0003564614,0.0004176433,0.0002623995],"domain_scores_gemma":[0.9988356,0.0001612871,0.0002435566,0.0002208606,0.0004884916,0.00005023183],"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":[0.00009444226,0.00005179834,0.000003922065,0.00000835925,0.00003361983,2.814201e-7,0.0001949543,0.00005423302,0.9638637,0.0003564601,0.03352046,0.001817818],"study_design_scores_gemma":[0.0004140998,0.0000528832,0.0004791013,0.00002018399,0.00002748547,0.00001716745,0.0002561126,0.0002318978,0.9443763,0.005557764,0.04842437,0.0001425947],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7843087,0.0003436415,0.145709,0.02134299,0.02584639,0.003636825,0.0005377707,0.0005688486,0.01770575],"genre_scores_gemma":[0.9871746,0.0001630963,0.002671279,0.0004061268,0.004600132,0.001076641,0.0004701684,0.00003213095,0.003405811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2028659,"threshold_uncertainty_score":0.9998282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1660385492","doi":"10.1149/1.1806392","title":"Chromium Poisoning of LSM-YSZ SOFC Cathodes","year":2004,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":156,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Luonnontieteiden ja Tekniikan Tutkimuksen Toimikunta; Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Yttria-stabilized zirconia; Triple phase boundary; Materials science; Solid oxide fuel cell; Electrochemistry; Anode; Cathode; Cubic zirconia; Polarization (electrochemistry); Chemical engineering; Oxide; Composite material; Electrode; Metallurgy; Ceramic; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.008516580271489958,"gpt":0.2549229021287512,"spread":0.2464063218572613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006189675,0.0001393984,0.0003096592,0.00001195287,0.0001078167,0.00002345849,0.0007390503,0.00009770469,0.00008330528],"category_scores_gemma":[0.000231071,0.00009091849,0.0004119297,0.0001952285,0.0002199511,0.00018526,0.0001473979,0.0003986649,0.000006571143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003571694,"about_ca_system_score_gemma":0.0001979108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000044692,"about_ca_topic_score_gemma":5.095242e-7,"domain_scores_codex":[0.9983827,0.00004574545,0.0005444237,0.0001383251,0.0005350538,0.0003537018],"domain_scores_gemma":[0.9986655,0.0001059568,0.0007232641,0.0002375769,0.0001874505,0.0000803183],"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":[0.00002945975,0.00008196699,0.00008610344,0.00002525661,0.00002597369,7.973712e-7,0.0005034428,0.0001245752,0.9985697,0.0001816572,0.0003397777,0.00003129257],"study_design_scores_gemma":[0.0005964416,0.00008806406,0.00006816617,0.00008429524,0.00004030581,0.00006671361,0.000132616,0.00001234058,0.9916657,0.006611159,0.0005371367,0.00009711498],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558494,0.0008286037,0.04184246,0.0007479523,0.0004101432,0.00008650165,0.000002397832,0.00001337748,0.0002191719],"genre_scores_gemma":[0.8985484,0.0000887317,0.1005493,0.0003706511,0.0003370096,0.000001324407,3.274834e-7,0.00001741144,0.00008685599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0587068,"threshold_uncertainty_score":0.3707548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976501478","doi":"10.1016/j.jpowsour.2006.10.087","title":"Internal shorting and fuel loss of a low temperature solid oxide fuel cell with SDC electrolyte","year":2006,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":152,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Innovation Council; National Research Council Canada","funders":"National Research Council Canada","keywords":"Electrolyte; Materials science; Anode; Solid oxide fuel cell; Cermet; Open-circuit voltage; Cathode; Ionic conductivity; Oxide; Electrochemistry; Yttria-stabilized zirconia; Conductivity; Tape casting; Composite material; Current collector; Ceramic; Electrode; Voltage; Metallurgy; Chemistry; Electrical engineering; Cubic zirconia","retraction":null,"screen_n_in":null,"score":{"opus":0.003064752239752905,"gpt":0.2201747326999797,"spread":0.2171099804602268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005745403,0.000239405,0.000482867,0.0001482912,0.00006758564,0.0001279762,0.0003882678,0.00008612955,0.0001501838],"category_scores_gemma":[0.00004062789,0.0001699351,0.00009587088,0.0001449141,0.0002322161,0.000455885,0.00009324762,0.0003422587,0.000006088601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005208194,"about_ca_system_score_gemma":0.00007730151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002024918,"about_ca_topic_score_gemma":0.00001891511,"domain_scores_codex":[0.9978588,0.00007278551,0.0008344749,0.0002299642,0.0006049405,0.0003990202],"domain_scores_gemma":[0.9980688,0.0000892503,0.001249297,0.0001952763,0.0002815614,0.0001158033],"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":[0.0003734098,0.0001462322,0.01054809,0.0001999542,0.00002951072,0.0002279379,0.0008686066,0.001366577,0.9859487,0.00002812034,0.0002387063,0.00002415325],"study_design_scores_gemma":[0.001535216,0.0008588927,0.004996727,0.0004292448,0.00007469256,0.001084969,0.0008914347,0.00003554608,0.9865726,0.000845202,0.002347404,0.000328123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926995,0.003838509,0.001127916,0.00006642739,0.0002209714,0.00008991775,0.000008002733,0.00001372959,0.001935003],"genre_scores_gemma":[0.9915316,0.0001111229,0.007341198,0.0001069805,0.0002370523,0.000001258371,5.69339e-7,0.00003166248,0.0006385438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006213282,"threshold_uncertainty_score":0.6929754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3136438232","doi":"10.1007/s41918-021-00097-4","title":"Solid Oxide Electrolysis of H2O and CO2 to Produce Hydrogen and Low-Carbon Fuels","year":2021,"lang":"en","type":"article","venue":"Electrochemical Energy Reviews","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":149,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Waterloo Institute for Nanotechnology, University of Waterloo; Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Electrolysis; Oxide; Materials science; Process engineering; Chemical engineering; Chemistry; Electrode; Engineering; Metallurgy","retraction":null,"screen_n_in":null,"score":{"opus":0.00905718398222293,"gpt":0.2694018804087961,"spread":0.2603446964265732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000418842,0.0002859034,0.0008197365,0.00005216039,0.00004930802,0.00002963213,0.0002352194,0.00009488309,0.0001166832],"category_scores_gemma":[0.0005216119,0.0002579905,0.00008173141,0.0004422709,0.0001078528,0.00009268564,0.0002424989,0.0001286911,0.00001163071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006121617,"about_ca_system_score_gemma":0.00007535374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001015959,"about_ca_topic_score_gemma":0.00001186756,"domain_scores_codex":[0.9975541,0.0001639228,0.0006752028,0.0007804167,0.0002734945,0.0005528812],"domain_scores_gemma":[0.9987919,0.00008640729,0.0002289378,0.0005497162,0.0001177024,0.000225347],"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":[0.00003098916,0.00005860008,0.00002455575,0.0001604803,0.00001558089,0.000004891192,0.00003873718,0.000003989905,0.9972419,0.0002790884,0.0001717194,0.001969534],"study_design_scores_gemma":[0.0001916946,0.00007505481,0.000005379924,0.0001106385,0.00005424051,0.00003858384,0.000004203273,0.00003352762,0.9607653,0.000858328,0.03761295,0.0002500878],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445319,0.05322324,0.0008345884,0.0002093481,0.00004338999,0.0002220153,0.000002802864,0.00003492185,0.0008978017],"genre_scores_gemma":[0.9508339,0.0317261,0.01338441,0.001798902,0.0002329999,0.0002169057,0.00002557676,0.0000702272,0.001710972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03744123,"threshold_uncertainty_score":0.9999872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095116039","doi":"10.3390/en20200377","title":"Direct Utilization of Liquid Fuels in SOFC for Portable Applications: Challenges for the Selection of Alternative Anodes","year":2009,"lang":"en","type":"article","venue":"Energies","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":148,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anode; Materials science; Carbon fibers; Electricity generation; Yttria-stabilized zirconia; Solid oxide fuel cell; Hydrogen; Waste management; Process engineering; Chemical engineering; Cubic zirconia; Metallurgy; Chemistry; Electrode; Power (physics); Engineering; Composite material; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.0490863450884216,"gpt":0.3266995307715299,"spread":0.2776131856831083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003856477,0.00007405414,0.0001527951,0.00005477791,0.00004968194,0.000007162133,0.0001544461,0.00003004939,0.00001577469],"category_scores_gemma":[0.000113121,0.00005755186,0.00003145133,0.0001099438,0.0000539619,0.0001644687,0.00001438394,0.00001546422,4.464986e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003198922,"about_ca_system_score_gemma":0.00002715077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001399121,"about_ca_topic_score_gemma":0.00003582732,"domain_scores_codex":[0.9993034,0.00002376164,0.0002538321,0.0001611496,0.0001332404,0.0001246001],"domain_scores_gemma":[0.9991274,0.0002985772,0.0002188134,0.0001441832,0.0002023841,0.000008675892],"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":[0.0002560483,0.0001470484,0.00003480974,0.000150671,0.00001310006,3.754832e-8,0.0007709257,0.07803358,0.8790042,0.03161841,0.00007779039,0.009893352],"study_design_scores_gemma":[0.0002261451,0.0002241903,0.0001698944,0.00002530978,0.00001109619,1.750178e-7,0.0003732956,0.0008054821,0.9839835,0.008162098,0.005960822,0.00005796192],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6347122,0.0235283,0.3302075,0.0005042746,0.0005073964,0.004069118,0.0001880958,0.0001366738,0.006146481],"genre_scores_gemma":[0.9841307,0.002433054,0.01270467,0.00002194029,0.00006612312,0.0004551334,0.000006836764,0.00000846375,0.0001730353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3494186,"threshold_uncertainty_score":0.2346897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2537945104","doi":"10.1039/c6ta06365a","title":"CO<sub>2</sub>-to-CO conversion on layered perovskite with in situ exsolved Co–Fe alloy nanoparticles: an active and stable cathode for solid oxide electrolysis cells","year":2016,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":145,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Materials science; Electrolysis; Alloy; Cathode; Perovskite (structure); Chemical engineering; Oxide; Carbon fibers; Nanoparticle; In situ; Environmental science; Metallurgy; Electrode; Nanotechnology; Chemistry; Physical chemistry; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.01185758898060735,"gpt":0.2642228982716863,"spread":0.2523653092910789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009960841,0.0003329118,0.0007019365,0.0000829077,0.0001263246,0.0001376142,0.0003508716,0.0001350508,0.0001586804],"category_scores_gemma":[0.0001323747,0.0002371885,0.00005352512,0.00009013029,0.0001312844,0.0006166607,0.000040745,0.0001051545,0.00002897036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003366658,"about_ca_system_score_gemma":0.0001526209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004569421,"about_ca_topic_score_gemma":0.000004018127,"domain_scores_codex":[0.9975281,0.000146852,0.0007613256,0.0004754035,0.0004648547,0.0006234652],"domain_scores_gemma":[0.9980695,0.0002582764,0.0007977566,0.0003461649,0.0002189027,0.0003093902],"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":[0.005721019,0.0002241132,0.00004313098,0.0001465958,0.00003511216,0.00004680961,0.0004011843,0.0001833269,0.9929432,0.000001019824,0.0001934993,0.00006097574],"study_design_scores_gemma":[0.003232414,0.0006772247,0.00007857418,0.0002953861,0.00004945922,0.0000525283,0.0004336956,0.000004992641,0.9946163,0.00004657682,0.0001867432,0.0003260783],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985678,0.00001773708,0.0005446829,0.0001027489,0.0001209725,0.0003643754,0.0002177959,0.00002231985,0.00004161487],"genre_scores_gemma":[0.9965712,0.00009203046,0.002833178,0.0001694142,0.0001635529,0.00003698781,0.000009091837,0.00005033962,0.00007418296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002488605,"threshold_uncertainty_score":0.9672267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1629833739","doi":"10.1063/1.2163257","title":"Oxygen exchange kinetics of epitaxial PrBaCo2O5+δ thin films","year":2006,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":140,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Texas Center for Superconductivity, University of Houston; Division of Materials Research; U.S. Department of Energy; University of Houston; National Science Foundation","keywords":"Kinetics; Oxygen; Epitaxy; Thin film; Conductivity; Materials science; Electrical resistivity and conductivity; Pulsed laser deposition; Oxide; Analytical Chemistry (journal); Chemistry; Nanotechnology; Physical chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01086442814959382,"gpt":0.2253007055053562,"spread":0.2144362773557623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001251531,0.0002327846,0.0002896005,0.00003193824,0.00005271244,0.00003062284,0.000419309,0.00005685034,0.0003550278],"category_scores_gemma":[0.000004239315,0.0002365665,0.00006911532,0.000181594,0.0002304255,0.0001177431,0.0001593049,0.0001082069,0.0003010043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004502243,"about_ca_system_score_gemma":0.000009954771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005410052,"about_ca_topic_score_gemma":0.000002509,"domain_scores_codex":[0.9983504,0.00002883834,0.000378667,0.0003770218,0.0004445761,0.0004204748],"domain_scores_gemma":[0.999054,0.0000777969,0.000285518,0.0004987042,0.00003676813,0.00004725155],"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":[0.0000217359,0.0001197014,0.000027789,0.0000628798,0.000007512518,0.000002792484,0.0001996544,0.008471244,0.9711211,0.006762607,0.01292203,0.0002809631],"study_design_scores_gemma":[0.000483863,0.00002507708,0.0002577239,0.0000116755,0.0000235064,6.086807e-7,0.000039774,0.00003759904,0.9910089,0.002736866,0.005101397,0.0002730003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505982,0.00005376786,0.03301041,0.000173321,0.0005502782,0.0004524453,0.00007427746,0.0001034446,0.01498388],"genre_scores_gemma":[0.9703679,0.000005010664,0.02734931,0.001269542,0.0006505851,0.00005875915,0.00005025457,0.00005068269,0.0001979276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01988782,"threshold_uncertainty_score":0.9646903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766447754","doi":"10.1016/j.jpowsour.2017.10.008","title":"Analysis and performance assessment of a new solar-based multigeneration system integrated with ammonia fuel cell and solid oxide fuel cell-gas turbine combined cycle","year":2017,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":139,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Exergy; Exergy efficiency; Solid oxide fuel cell; Process engineering; Absorption refrigerator; Environmental science; Waste management; Engineering; Chemistry; Mechanical engineering; Refrigeration","retraction":null,"screen_n_in":null,"score":{"opus":0.008833702258030682,"gpt":0.2584992799866781,"spread":0.2496655777286474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007786551,0.0002640143,0.0006892403,0.0002572337,0.0002672402,0.0003309668,0.000402964,0.00008257002,0.00004772811],"category_scores_gemma":[0.00003368059,0.0001891877,0.00009236408,0.0001578616,0.0002219513,0.0006573137,0.00009727966,0.0002056052,0.000001995515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009593399,"about_ca_system_score_gemma":0.0001876192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000162507,"about_ca_topic_score_gemma":0.00007914864,"domain_scores_codex":[0.9980106,0.0001058689,0.0007593983,0.0002821023,0.000568894,0.0002731192],"domain_scores_gemma":[0.9967628,0.00006988401,0.002135153,0.0004466816,0.0003701635,0.0002153608],"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":[0.0009995855,0.000443893,0.3378934,0.001306205,0.000349635,0.00005940262,0.002299342,0.03937552,0.6168709,0.000009496116,0.00007233924,0.0003203537],"study_design_scores_gemma":[0.008172214,0.002753977,0.2325481,0.0006106995,0.001397009,0.00004583217,0.00256164,0.09825636,0.6526105,0.00003406775,0.000362858,0.0006467318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850829,0.0005954808,0.01351931,0.00005807162,0.0001737922,0.0001770916,0.00001179748,0.00001534369,0.0003661715],"genre_scores_gemma":[0.9634806,0.0001530921,0.03607852,0.00002786346,0.00004188458,0.000002682634,0.00000322543,0.00002208906,0.0001900405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1053452,"threshold_uncertainty_score":0.7714851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2664755935","doi":"10.1002/cssc.201700936","title":"Enhancing Perovskite Electrocatalysis of Solid Oxide Cells Through Controlled Exsolution of Nanoparticles","year":2017,"lang":"en","type":"review","venue":"ChemSusChem","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":137,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrocatalyst; Perovskite (structure); Nanoparticle; Oxide; Materials science; Nanotechnology; Chemical engineering; Fuel cells; Chemistry; Electrode; Electrochemistry; Physical chemistry; Crystallography; Metallurgy","retraction":null,"screen_n_in":null,"score":{"opus":0.06315981692514977,"gpt":0.3679795199039344,"spread":0.3048197029787846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001009217,0.0006411302,0.004484272,0.0001161713,0.0001554979,0.00004199057,0.001190585,0.0003703128,0.000249636],"category_scores_gemma":[0.0008347293,0.0005405099,0.0009466827,0.000225455,0.0004444292,0.0003062654,0.0003516951,0.0002702729,0.0001819544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002128665,"about_ca_system_score_gemma":0.0003914573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002744621,"about_ca_topic_score_gemma":0.000007061875,"domain_scores_codex":[0.9956554,0.0001665242,0.002125269,0.0007740635,0.0005774113,0.0007013934],"domain_scores_gemma":[0.9935914,0.0004129228,0.003895744,0.001634131,0.0003653099,0.0001004992],"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":[0.00005958546,0.0001245443,2.581139e-7,0.01161932,0.00019469,0.000003282658,0.0001034428,0.00000957845,0.979212,0.00008526549,0.0001381762,0.008449892],"study_design_scores_gemma":[0.0007817678,0.00004620339,7.85946e-8,0.003719227,0.001032188,0.000003289035,0.00003011609,0.000005433672,0.7822244,0.0001008482,0.2117112,0.0003452299],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00370197,0.9923744,0.0009226844,0.00000234553,0.0005436527,0.001052283,0.0001012303,0.00005657973,0.00124489],"genre_scores_gemma":[0.006862477,0.9849116,0.006775848,0.000009414384,0.0002069987,0.0001917074,0.00004591862,0.00009251681,0.0009034745],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.211573,"threshold_uncertainty_score":0.9997047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988467105","doi":"10.1016/j.apcatb.2015.02.010","title":"Probing CO2 reaction mechanisms and effects on the SrNb0.1Co0.9−Fe O3− cathodes for solid oxide fuel cells","year":2015,"lang":"en","type":"article","venue":"Applied Catalysis B: Environmental","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":137,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Oxide; Cathode; Perovskite (structure); Carbonate; Materials science; Solid oxide fuel cell; Analytical Chemistry (journal); Oxygen; Desorption; Fourier transform infrared spectroscopy; Metal; Chemical engineering; Chemistry; Physical chemistry; Electrode; Crystallography; Metallurgy; Adsorption; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01466947433618179,"gpt":0.2309644519359003,"spread":0.2162949775997185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008740211,0.0003568886,0.000361899,0.00006475177,0.0002834026,0.0001037225,0.0003422117,0.0001139783,0.00004612219],"category_scores_gemma":[0.00002959893,0.0002804208,0.00008151597,0.00008587504,0.0002080151,0.0002037348,0.0002470481,0.0001463985,0.0004567133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003673705,"about_ca_system_score_gemma":0.00001887961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001648208,"about_ca_topic_score_gemma":0.000004295933,"domain_scores_codex":[0.997802,0.0000771493,0.0003578141,0.0007400467,0.000525003,0.0004980505],"domain_scores_gemma":[0.9985394,0.0003640382,0.0002737677,0.00063544,0.000008155458,0.0001791902],"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":[0.00009792099,0.0001203925,0.000006293553,0.00003983124,0.00003189475,0.000002759959,0.0007033074,0.0003615537,0.996142,0.001372415,0.000267979,0.0008537098],"study_design_scores_gemma":[0.0008131841,0.0001320617,0.00002977341,0.00001377209,0.0001456776,0.000006602085,0.001437965,0.0001755878,0.9896313,0.004689582,0.002599083,0.0003254374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833817,0.0001188163,0.01319234,0.00008766004,0.0003239105,0.001707945,0.00006444117,0.00008756347,0.001035663],"genre_scores_gemma":[0.9870265,0.00004992393,0.01105687,0.0005274845,0.0001113557,0.0007459742,0.0001029076,0.00006557803,0.0003134683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006510668,"threshold_uncertainty_score":0.9999648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996798268","doi":"10.1039/c9ta11212j","title":"Pr<sub>2</sub>BaNiMnO<sub>7−δ</sub>double-layered Ruddlesden–Popper perovskite oxides as efficient cathode electrocatalysts for low temperature proton conducting solid oxide fuel cells","year":2019,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":135,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"China Postdoctoral Science Foundation; Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Cathode; Perovskite (structure); Oxide; Fuel cells; Materials science; Oxygen reduction reaction; Oxygen; Solid oxide fuel cell; Oxygen reduction; Proton; Inorganic chemistry; Chemical engineering; Anode; Electrochemistry; Electrode; Chemistry; Metallurgy; Physical chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01433239806942082,"gpt":0.2652390799763084,"spread":0.2509066819068876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002616149,0.0009633865,0.001651893,0.0001525048,0.0003041118,0.0006915993,0.001262078,0.0005949917,0.0003051024],"category_scores_gemma":[0.0003910963,0.0008610373,0.0003986621,0.0002918271,0.0002101512,0.0007842774,0.0003407375,0.0006280468,0.0003319474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000624445,"about_ca_system_score_gemma":0.0006514586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000520475,"about_ca_topic_score_gemma":9.747419e-7,"domain_scores_codex":[0.9934902,0.0002120995,0.002412634,0.001118075,0.001277624,0.001489418],"domain_scores_gemma":[0.9942837,0.0002802168,0.00294563,0.0009988956,0.001025996,0.0004655559],"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":[0.002128297,0.0003945148,0.00001091639,0.003093038,0.0001191628,0.00008457209,0.0004875298,0.003543613,0.9897391,0.000007474137,0.0003703003,0.00002150701],"study_design_scores_gemma":[0.003818056,0.0003145765,0.000006352313,0.0009787477,0.0001598453,0.0007880375,0.0005149037,0.00003636736,0.9920507,0.0001644282,0.0002504183,0.0009175536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946671,0.0004099594,0.0001671073,0.00009404516,0.001963464,0.00231132,0.0001694653,0.000107675,0.000109835],"genre_scores_gemma":[0.9952752,0.0001775874,0.002324831,0.0002096327,0.001272819,0.000238625,0.00005813769,0.0002052085,0.0002379341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003507245,"threshold_uncertainty_score":0.999384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3208627161","doi":"10.1002/adfm.202105702","title":"Roadmap for Sustainable Mixed Ionic‐Electronic Conducting Membranes","year":2021,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":133,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Dalian National Laboratory for Clean Energy; Basic and Applied Basic Research Foundation of Guangdong Province; National Natural Science Foundation of China; PetroChina Innovation Foundation; U.S. Department of Energy; National Energy Technology Laboratory; Dalian Institute of Chemical Physics; Oak Ridge Institute for Science and Education; University of Waterloo; Bundesministerium für Bildung und Forschung; Liaoning Revitalization Talents Program; PetroChina Company Limited; Deutsche Forschungsgemeinschaft","keywords":"Commercialization; Membrane; Materials science; Nanotechnology; Multidisciplinary approach; Fuel cells; Clean energy; Engineering; Business; Chemical engineering; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.02877685634586817,"gpt":0.2764995317308633,"spread":0.2477226753849951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007581137,0.0003121164,0.0004674122,0.00006926608,0.0004921604,0.0002081658,0.0002298325,0.0001142867,0.006412101],"category_scores_gemma":[0.0008840624,0.0003183213,0.0001006092,0.0002259889,0.0001051991,0.001005138,0.0001847069,0.00009377961,0.0002998463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003126775,"about_ca_system_score_gemma":0.0003791972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001013525,"about_ca_topic_score_gemma":0.000005444124,"domain_scores_codex":[0.9969979,0.0001497145,0.0006242649,0.0007740407,0.0003774561,0.001076628],"domain_scores_gemma":[0.9979616,0.0003959186,0.0003065388,0.0004661963,0.0007654609,0.0001043008],"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":[0.0002869117,0.00007116117,0.000004306503,0.0002586985,0.00002596946,0.00001995734,0.00003054346,0.006421652,0.9554478,0.03661798,0.0006529948,0.000162015],"study_design_scores_gemma":[0.001210423,0.00009352244,0.00002096385,0.0000286987,0.0000336114,0.00004995258,0.0009123269,0.00001165411,0.9111907,0.0271788,0.05893232,0.000337057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752952,0.001354238,0.01543918,0.0003066417,0.004953075,0.0008296661,0.0001078608,0.0002691942,0.001444874],"genre_scores_gemma":[0.9659945,0.0001108665,0.01305012,0.0004836606,0.0007646903,0.0003643981,0.0003160815,0.00008363066,0.018832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05827933,"threshold_uncertainty_score":0.9999269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035358345","doi":"10.1016/j.jpowsour.2007.07.003","title":"3D modeling of anode-supported planar SOFC with internal reforming of methane","year":2007,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":132,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Anode; Methane; Electrolyte; Steam reforming; Solid oxide fuel cell; Gas composition; Materials science; Carbon fibers; Chemical engineering; Electrode; Chemistry; Catalysis; Thermodynamics; Composite material; Organic chemistry; Hydrogen production","retraction":null,"screen_n_in":null,"score":{"opus":0.01460161568544781,"gpt":0.2724105408678664,"spread":0.2578089251824186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001819359,0.0001533216,0.0004710627,0.0002420671,0.00002827924,0.00001353958,0.0004491375,0.00006188562,0.0003010501],"category_scores_gemma":[0.0000971719,0.0001057802,0.00009292798,0.0001530159,0.0001383708,0.0004096015,0.00006062875,0.0001923986,0.000003738516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005692272,"about_ca_system_score_gemma":0.00007814252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004297608,"about_ca_topic_score_gemma":0.0000133516,"domain_scores_codex":[0.9976596,0.00004277718,0.001113843,0.0001375163,0.0007493654,0.000296899],"domain_scores_gemma":[0.9976262,0.00009683069,0.001575458,0.0002072171,0.0003813326,0.0001129555],"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":[0.001371201,0.0001645704,0.005729347,0.0000972532,0.0001226602,0.0001465806,0.004682608,0.01677489,0.9698864,0.00004263239,0.00003050829,0.0009513964],"study_design_scores_gemma":[0.001257644,0.0009892929,0.0002739973,0.0005190324,0.00009426835,0.0003463981,0.004902279,0.001025465,0.9890758,0.0003077924,0.001002334,0.000205677],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8525023,0.0003824537,0.1452457,0.00001623332,0.0003242023,0.00005356668,0.000006555566,0.000007197737,0.00146181],"genre_scores_gemma":[0.9466267,0.00002970227,0.05308867,0.00003814125,0.00009227513,2.329067e-7,4.803845e-7,0.00001952638,0.0001042794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09412442,"threshold_uncertainty_score":0.4313592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009080185","doi":"10.1016/j.tca.2008.09.007","title":"Thermodynamic analysis of a combined gas turbine power system with a solid oxide fuel cell through exergy","year":2008,"lang":"en","type":"article","venue":"Thermochimica Acta","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":130,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Exergy; Solid oxide fuel cell; Exergy efficiency; Combustor; Combined cycle; Overall pressure ratio; Process engineering; Thermal efficiency; Nuclear engineering; Compression ratio; Turbine; Thermodynamics; Environmental science; Gas compressor; Mechanical engineering; Chemistry; Engineering; Combustion; Physics; Internal combustion engine","retraction":null,"screen_n_in":null,"score":{"opus":0.01103732185195963,"gpt":0.2326998242295711,"spread":0.2216625023776115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002607871,0.0004655817,0.00108727,0.0002288885,0.0001617808,0.00002832907,0.0009178524,0.0001300646,0.00119651],"category_scores_gemma":[0.00001892529,0.0003543694,0.0002410257,0.001013026,0.0004610482,0.0003166109,0.0002116459,0.0001789587,0.0001023273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185147,"about_ca_system_score_gemma":0.0001061603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001525402,"about_ca_topic_score_gemma":0.00003550845,"domain_scores_codex":[0.9969774,0.0001993949,0.0007452997,0.0006982718,0.0007133469,0.0006662238],"domain_scores_gemma":[0.9974429,0.0001593061,0.0006990379,0.001387525,0.0001809307,0.0001303041],"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":[0.0006382112,0.0003513218,0.000176846,0.0001422642,0.0003993162,0.00005331206,0.002121671,0.00131114,0.9943032,0.0004336106,0.0000646461,0.000004488448],"study_design_scores_gemma":[0.005202321,0.001231391,0.009222785,0.0003158857,0.002389298,0.000153075,0.002315969,0.01330035,0.9631448,0.0006136821,0.0003058264,0.001804592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683415,0.0001594189,0.001925523,0.00004782957,0.0001544695,0.0004377374,0.00008655882,0.0002193424,0.02862765],"genre_scores_gemma":[0.9948065,0.0001054569,0.004156407,0.0001243507,0.00002545244,0.00004329449,0.00003440331,0.00008790923,0.000616212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03115834,"threshold_uncertainty_score":0.9998908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2291612149","doi":"10.1021/acsami.5b11979","title":"Highly Active and Redox-Stable Ce-Doped LaSrCrFeO-Based Cathode Catalyst for CO<sub>2</sub> SOECs","year":2016,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":130,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Materials science; Electrolysis; Electrochemistry; Redox; Catalysis; Cathode; Inorganic chemistry; Adsorption; Lanthanum; Chemical engineering; Electrode; Electrolyte; Chemistry; Physical chemistry; Metallurgy","retraction":null,"screen_n_in":null,"score":{"opus":0.01503483937006869,"gpt":0.262823091191741,"spread":0.2477882518216723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000786071,0.0005575325,0.0007791789,0.0001236677,0.0002924798,0.0003027245,0.0006417933,0.0002167659,0.0003679795],"category_scores_gemma":[0.0001378983,0.0004182918,0.00002726114,0.0001030829,0.0004640371,0.0005128207,0.000321608,0.00007652612,0.0005018905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995605,"about_ca_system_score_gemma":0.0001166668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004684332,"about_ca_topic_score_gemma":0.00003689761,"domain_scores_codex":[0.9967097,0.0001176393,0.0007974363,0.001088227,0.0003823822,0.000904596],"domain_scores_gemma":[0.9978102,0.0005526587,0.0005638202,0.0007598493,0.0001603915,0.0001530569],"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":[0.001127378,0.00008649412,0.000005239538,0.0001703638,0.0000332645,0.00000349328,0.0002667592,0.0000349173,0.9950057,0.0005777166,0.001462048,0.001226685],"study_design_scores_gemma":[0.001853714,0.0001674068,0.00001345301,0.0001204051,0.0000708329,0.000004496901,0.0001930311,9.145685e-7,0.9932462,0.001712941,0.002034923,0.000581706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912918,0.00007999229,0.00311708,0.0002193601,0.001015959,0.001438993,0.001892008,0.0002488314,0.0006960101],"genre_scores_gemma":[0.9933113,0.0001127796,0.00479319,0.0002701005,0.0002463984,0.0007693738,0.00009128398,0.0001186622,0.0002869357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00201951,"threshold_uncertainty_score":0.9998269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2218721340","doi":"10.1021/acscatal.5b02296","title":"Double-Layered Perovskite Anode with <i>in Situ</i> Exsolution of a Co–Fe Alloy To Cogenerate Ethylene and Electricity in a Proton-Conducting Ethane Fuel Cell","year":2015,"lang":"en","type":"article","venue":"ACS Catalysis","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":130,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Vedecká Grantová Agentúra MŠVVaŠ SR a SAV","keywords":"Materials science; Anode; Dehydrogenation; Alloy; Perovskite (structure); Chemical engineering; Electrolyte; Raman spectroscopy; Catalysis; Composite material; Chemistry; Electrode; Organic chemistry; Physical chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.04933953468006518,"gpt":0.2936553182354662,"spread":0.244315783555401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001262816,0.0002499333,0.000508882,0.000292011,0.00004300801,0.00004666641,0.0002757019,0.0001030301,0.00001277364],"category_scores_gemma":[0.0001409105,0.0002295237,0.00002848546,0.001043951,0.0001001982,0.0003577562,0.0001547347,0.0001683206,0.00002539063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002041556,"about_ca_system_score_gemma":0.0001465022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037342,"about_ca_topic_score_gemma":0.001181274,"domain_scores_codex":[0.997709,0.0001520716,0.0005358637,0.0006278353,0.0004631137,0.0005120552],"domain_scores_gemma":[0.9987831,0.00006930061,0.0002930657,0.0004547633,0.000226747,0.0001730562],"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":[0.0005855519,0.0001686211,0.003983858,0.0001414297,0.00001062424,0.0000180719,0.003096544,0.004141754,0.9877273,0.000006505161,0.00003212439,0.00008763011],"study_design_scores_gemma":[0.002679848,0.0002211049,0.0001165023,0.00004703501,0.00003394062,0.000006493289,0.0006673417,0.0002034301,0.9954618,0.00003861377,0.0002499754,0.0002739384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968746,0.0006010584,0.0004867705,0.00005618252,0.00006310039,0.001018232,0.00001709299,0.0000300122,0.0008529506],"genre_scores_gemma":[0.9930375,0.00006396616,0.006272085,0.0001273029,0.00003744472,0.0002252233,0.00003771592,0.00002939495,0.0001694156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007734491,"threshold_uncertainty_score":0.9359706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1807694397","doi":"10.1039/c5nr02518d","title":"A-site-deficiency facilitated in situ growth of bimetallic Ni–Fe nano-alloys: a novel coking-tolerant fuel cell anode catalyst","year":2015,"lang":"en","type":"article","venue":"Nanoscale","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":126,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Bimetallic strip; Anode; Materials science; Catalysis; Alloy; Chemical engineering; Solid oxide fuel cell; Electrochemistry; Oxide; Perovskite (structure); Particle size; Nanoparticle; Metallurgy; Nanotechnology; Electrode; Metal; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.02583844053255865,"gpt":0.2562241491811437,"spread":0.2303857086485851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009835588,0.0003937891,0.0006782701,0.0002935705,0.0000707822,0.00004249244,0.0007939051,0.0001978549,0.0001823293],"category_scores_gemma":[0.0002650736,0.000370749,0.0001079616,0.0009461593,0.0003836759,0.0005050426,0.0003400622,0.0001952704,0.0006226287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002488265,"about_ca_system_score_gemma":0.0002300172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009113886,"about_ca_topic_score_gemma":0.0002784437,"domain_scores_codex":[0.9962848,0.0001379225,0.0009962821,0.0008112459,0.0009708974,0.000798897],"domain_scores_gemma":[0.9981064,0.0001217094,0.0004022153,0.0007589851,0.0003618556,0.0002488416],"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":[0.00009231218,0.0007570403,0.003377524,0.000249559,0.000004907327,0.00001879802,0.00237073,0.0004427349,0.9920644,0.00007782555,0.0005186792,0.00002547204],"study_design_scores_gemma":[0.002871646,0.0002689132,0.000910026,0.00009195484,0.00003572904,0.00001188145,0.00073824,0.0002897309,0.9916554,0.0006278066,0.001950754,0.0005478917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839836,0.001628814,0.002179746,0.00004943393,0.0009126452,0.0005453867,0.0002307472,0.0001200345,0.01034961],"genre_scores_gemma":[0.9908635,0.00005191243,0.007570396,0.0001252791,0.00003843317,0.00004191645,0.00004901516,0.00004736028,0.001212199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009137414,"threshold_uncertainty_score":0.9998745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2181063512","doi":"10.1039/c5ee03017j","title":"Novel layered solid oxide fuel cells with multiple-twinned Ni<sub>0.8</sub>Co<sub>0.2</sub> nanoparticles: the key to thermally independent CO<sub>2</sub> utilization and power-chemical cogeneration","year":2015,"lang":"en","type":"article","venue":"Energy & Environmental Science","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":125,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Innovates; Alberta Hospital Edmonton; University of Alberta","funders":"University of Alberta; Climate Change and Emissions Management Corporation","keywords":"Materials science; Oxide; Nanoparticle; Fuel cells; Chemical engineering; Key (lock); Nanotechnology; Computer science; Metallurgy; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.0170885080657336,"gpt":0.2346838070362499,"spread":0.2175952989705163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001332557,0.0006408413,0.000439975,0.0001555924,0.0006625491,0.0004024694,0.001016727,0.0001866916,0.00003400517],"category_scores_gemma":[0.000130847,0.0005137681,0.00007148609,0.000556997,0.001828694,0.001313761,0.0007124769,0.0002297481,0.0002794103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007645873,"about_ca_system_score_gemma":0.0002213025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000315229,"about_ca_topic_score_gemma":0.0001238867,"domain_scores_codex":[0.9939941,0.0002120771,0.0007765266,0.001565454,0.002220473,0.001231409],"domain_scores_gemma":[0.997674,0.0001489083,0.0004506295,0.0008584735,0.00008057594,0.0007873839],"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":[0.0002369062,0.0003673077,0.0005019386,0.000007983552,0.00001460297,0.00001674631,0.001298913,0.01216934,0.9834294,0.00007304774,0.0001136905,0.001770076],"study_design_scores_gemma":[0.00147973,0.0003136351,0.002524561,0.00003835414,0.00003237557,0.00005371762,0.000814857,0.002414242,0.9910461,0.00005320012,0.0005424242,0.0006868279],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848288,0.0001781953,0.01330018,0.0001093797,0.0004513379,0.00068207,0.0001081011,0.0001076075,0.0002343537],"genre_scores_gemma":[0.996321,0.0001688185,0.002090831,0.0009990829,0.0001160238,0.0001488827,0.00004758572,0.00008319844,0.00002456767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01149224,"threshold_uncertainty_score":0.9997314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067834603","doi":"10.1002/(sici)1521-4095(200002)12:3<198::aid-adma198>3.0.co;2-2","title":"Mesoporous Yttria-Zirconia and Metal-Yttria-Zirconia Solid Solutions for Fuel Cells","year":2000,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":119,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Cubic zirconia; Yttria-stabilized zirconia; Mesoporous material; Ternary operation; Metal; Chemical engineering; Fuel cells; Nanotechnology; Ceramic; Composite material; Metallurgy; Catalysis; Organic chemistry; Computer science; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01962244318920218,"gpt":0.2817130546937099,"spread":0.2620906115045077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001650778,0.0006667043,0.001148502,0.0001382659,0.0006135007,0.0003074713,0.00063443,0.0002481656,0.008261617],"category_scores_gemma":[0.0002579822,0.0006513738,0.0001484974,0.0002146952,0.0004207663,0.001210398,0.0002567589,0.0001237375,0.001216125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968862,"about_ca_system_score_gemma":0.0001300668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003903568,"about_ca_topic_score_gemma":0.00002258234,"domain_scores_codex":[0.9950718,0.0002343366,0.001305874,0.001229326,0.0005590979,0.001599515],"domain_scores_gemma":[0.9974968,0.0004105847,0.0005044078,0.00100346,0.0002692162,0.0003154819],"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":[0.0004098269,0.0001214521,0.000001538274,0.0002399614,0.00004321076,0.00001392985,0.0001992605,0.000735861,0.9932901,0.0009830092,0.0008128796,0.00314898],"study_design_scores_gemma":[0.002689737,0.0002470616,0.00002159777,0.00006159095,0.0001408929,0.00003326784,0.00008916734,0.00002516356,0.8789056,0.01365442,0.1034269,0.0007046384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739944,0.003661796,0.007277172,0.0003560918,0.005474104,0.003542962,0.002119931,0.0006885288,0.002885031],"genre_scores_gemma":[0.8910478,0.002903139,0.09389901,0.0009749332,0.0009147825,0.001087789,0.0001344465,0.0002528343,0.008785205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1143845,"threshold_uncertainty_score":0.9995937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056536692","doi":"10.1016/j.jpowsour.2006.09.080","title":"Control relevant modeling of planer solid oxide fuel cell system","year":2006,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":118,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Stack (abstract data type); Solid oxide fuel cell; Proton exchange membrane fuel cell; Combustor; Voltage; Fuel cells; Current (fluid); Power (physics); Automotive engineering; Steady state (chemistry); Engineering; Mechanical engineering; Nuclear engineering; Computer science; Electrical engineering; Anode; Combustion; Chemistry; Electrode; Thermodynamics; Chemical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.006734170134948067,"gpt":0.2234749941938264,"spread":0.2167408240588783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009464722,0.0001984538,0.0005752033,0.0001497285,0.00006754827,0.00005690359,0.0004734032,0.00008760055,0.000140115],"category_scores_gemma":[0.00004597026,0.0001516976,0.0001661229,0.00008787324,0.0000871626,0.0003078706,0.00005438791,0.0001871384,0.00005379028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009897986,"about_ca_system_score_gemma":0.00006732938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005028535,"about_ca_topic_score_gemma":0.00000329213,"domain_scores_codex":[0.9973632,0.0001144582,0.001258909,0.0001849224,0.0007228987,0.0003555769],"domain_scores_gemma":[0.997822,0.0001392651,0.001352822,0.000264413,0.0003213748,0.000100096],"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":[0.0002194513,0.0001378866,0.0006849825,0.0002727832,0.00002531106,0.0000965328,0.0004133954,0.3701059,0.6271944,0.0002226603,0.000620173,0.00000653237],"study_design_scores_gemma":[0.01011736,0.001343203,0.0005248616,0.001664538,0.0005608194,0.0009677078,0.008612088,0.06736559,0.8831595,0.002995728,0.02130993,0.001378727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9479444,0.002394394,0.04367441,0.00004176478,0.0009236228,0.0001194112,0.00002683481,0.00002650696,0.004848654],"genre_scores_gemma":[0.9920034,0.0000257365,0.007328833,0.00005289039,0.0002749914,0.000001443213,6.610022e-7,0.00002871087,0.0002833797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3027403,"threshold_uncertainty_score":0.6186048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4290652627","doi":"10.1038/s41467-022-32393-y","title":"Boosting the stability of perovskites with exsolved nanoparticles by B-site supplement mechanism","year":2022,"lang":"en","type":"article","venue":"Nature Communications","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Light Source (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; China Scholarship Council; University of Alberta; Alberta Innovates; Alberta Innovates - Technology Futures; Government of Canada","keywords":"Perovskite (structure); Nanoparticle; Materials science; Degradation (telecommunications); Nanotechnology; Mechanism (biology); Chemical engineering; Computer science; Physics; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.0210083087484759,"gpt":0.2846362158569858,"spread":0.2636279071085099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009411951,0.0001109412,0.0001393043,0.00002320771,0.0009626928,0.00003052282,0.001575939,0.00003449024,0.001015416],"category_scores_gemma":[0.0001201527,0.00008003631,0.00003338915,0.0002603606,0.0002747342,0.0001216152,0.001384326,0.0004895007,0.000007175884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067221,"about_ca_system_score_gemma":0.0000566153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000480274,"about_ca_topic_score_gemma":0.0002022793,"domain_scores_codex":[0.9984171,0.0004249412,0.00030007,0.0002069349,0.000434966,0.0002159448],"domain_scores_gemma":[0.9969559,0.0005890282,0.0002431696,0.002046668,0.0001297087,0.00003548951],"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":[0.00002416918,0.0002039927,0.001667611,0.000008777202,0.0000101227,2.03668e-7,0.001409258,0.0001178262,0.984482,0.01021793,0.00181285,0.0000452219],"study_design_scores_gemma":[0.0003925931,0.0001463969,0.0003210951,0.00001056411,0.00004112966,0.000004459604,0.004122641,0.0004868548,0.9419715,0.001404146,0.05092852,0.0001700446],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888324,0.003387986,0.0007305144,0.004860135,0.0001640592,0.0006694153,0.0006481345,0.00007509311,0.0006322199],"genre_scores_gemma":[0.9731238,0.00005012276,0.02606558,0.0003671462,0.000008209519,0.0002263503,0.00009158,0.00001487376,0.00005228248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04911567,"threshold_uncertainty_score":0.9998978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4363673960","doi":"10.3390/en16083327","title":"Recent Advances in High-Temperature Steam Electrolysis with Solid Oxide Electrolysers for Green Hydrogen Production","year":2023,"lang":"en","type":"article","venue":"Energies","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":115,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"Royal Academy of Engineering","keywords":"High-temperature electrolysis; High-pressure electrolysis; Hydrogen production; Electrolysis; Polymer electrolyte membrane electrolysis; Hydrogen; Power to gas; Energy carrier; Waste management; Steam reforming; Hydrogen fuel; Renewable energy; Hydrogen economy; Electrolysis of water; Electrolytic process; Materials science; Alkaline water electrolysis; Chemistry; Electrolyte; Electrode; Engineering; Electrical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.007704447888643572,"gpt":0.259035913904544,"spread":0.2513314660159005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004299785,0.0002652734,0.0003540549,0.0002344006,0.0001660276,0.0000382731,0.0003090097,0.0000842426,0.00004854788],"category_scores_gemma":[0.00009733791,0.0002189676,0.0000470552,0.0009895165,0.00009270112,0.000707169,0.00005969605,0.0001336308,0.00004928165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851969,"about_ca_system_score_gemma":0.00008762818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003012074,"about_ca_topic_score_gemma":0.0004567622,"domain_scores_codex":[0.9978139,0.00008116227,0.0003359354,0.0006611554,0.000390895,0.0007168918],"domain_scores_gemma":[0.9991757,0.00007464867,0.0001662228,0.0004030828,0.0001215301,0.00005881755],"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":[0.0003020663,0.00003538153,0.0001271591,0.00004104739,0.00001786984,0.000006965266,0.0001336834,0.1436808,0.8528039,0.0001708472,0.0003635507,0.002316681],"study_design_scores_gemma":[0.0005456614,0.0002216336,0.0001105784,0.00003487837,0.00002651145,0.000005371325,0.0002975044,0.00006127184,0.9646057,0.001643464,0.03216347,0.0002838889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948995,0.003169937,0.00002525496,0.0006252688,0.0003505994,0.0004929505,0.00001689059,0.0003192943,0.0001002731],"genre_scores_gemma":[0.9793323,0.01154508,0.002846635,0.0001625587,0.000420162,0.000860581,0.0001136692,0.00009316163,0.004625881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1436196,"threshold_uncertainty_score":0.892924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087883890","doi":"10.1002/er.1363","title":"A review on macro-level modeling of planar solid oxide fuel cells","year":2007,"lang":"en","type":"review","venue":"International Journal of Energy Research","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":112,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ontario Institute of Technology; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Exergy; Oxide; Solid oxide fuel cell; Heat transfer; Ohmic contact; Modeling and simulation; Macro; Fuel cells; Thermodynamics; Convection; Mass transfer; Materials science; Process engineering; Mechanical engineering; Chemistry; Computer science; Chemical engineering; Engineering; Anode; Physics; Simulation; Electrode; Physical chemistry; Metallurgy","retraction":null,"screen_n_in":null,"score":{"opus":0.2979949962595406,"gpt":0.505773203698664,"spread":0.2077782074391233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006335807,0.0004195813,0.001850941,0.001376829,0.00006449503,0.00008759939,0.003304411,0.00025838,0.0006648984],"category_scores_gemma":[0.0007650093,0.0003221844,0.0006874409,0.0004666992,0.000218344,0.0002641484,0.0004183423,0.001129558,0.0001685742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007289218,"about_ca_system_score_gemma":0.0009527768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005913423,"about_ca_topic_score_gemma":0.00001046385,"domain_scores_codex":[0.9915869,0.0007162917,0.002691579,0.0004566871,0.003906746,0.0006417655],"domain_scores_gemma":[0.9930221,0.001187167,0.001804269,0.0005459779,0.003188658,0.0002518635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007837454,0.001537521,0.000001067256,0.06395485,0.001835787,0.002899049,0.0001225915,0.008036722,0.007658635,0.009429955,0.03339708,0.870343],"study_design_scores_gemma":[0.0002651959,0.000173074,4.513025e-8,0.09316828,0.0001000925,0.0002772167,0.00001282267,0.00007472454,0.001842866,0.001057653,0.9027805,0.0002475493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001392807,0.9882705,0.006307598,0.00005487381,0.001633206,0.0002169745,0.0001791535,0.000008024848,0.003315718],"genre_scores_gemma":[0.0000731414,0.9914932,0.005947073,0.0002561407,0.0008972251,0.00001718208,0.00002866452,0.0000776846,0.00120973],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8700954,"threshold_uncertainty_score":0.9999231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2563470048","doi":"10.1039/c6ta09151b","title":"The excellence of La(Sr)Fe(Ni)O<sub>3</sub> as an active and efficient cathode for direct CO<sub>2</sub> electrochemical reduction at elevated temperatures","year":2016,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":111,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Cathode; Electrochemistry; Electrolysis; Materials science; Oxide; Inorganic chemistry; Electrode; Metallurgy; Chemistry; Physical chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.007830491680933877,"gpt":0.259128813130267,"spread":0.2512983214493331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001373653,0.0003144773,0.0005429346,0.00003713508,0.0002546301,0.0001141025,0.0004376403,0.000199375,0.00005469991],"category_scores_gemma":[0.0007639196,0.0001991801,0.00008783394,0.0000912176,0.0004697134,0.0002513923,0.0001209419,0.0001417936,0.000007008162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725809,"about_ca_system_score_gemma":0.0001721905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.900206e-7,"about_ca_topic_score_gemma":3.243649e-7,"domain_scores_codex":[0.9974622,0.0002254508,0.0008918212,0.0004262402,0.0005134977,0.0004808425],"domain_scores_gemma":[0.9972773,0.0004908512,0.001246945,0.0003768185,0.0004263977,0.0001817543],"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":[0.002570067,0.0001368497,0.000003568172,0.0001545162,0.00003821169,0.000009425151,0.0001979815,0.00001424212,0.9963364,0.000008411754,0.000324261,0.000206071],"study_design_scores_gemma":[0.001045886,0.0002151581,0.00002139124,0.0002536264,0.00006654482,0.0005197148,0.0001222955,0.000003122703,0.9968213,0.0003980237,0.0002898567,0.0002430318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985153,0.0002235498,0.000122274,0.0001340404,0.000514082,0.0002884224,0.0001184653,0.00002627497,0.00005755826],"genre_scores_gemma":[0.9978925,0.000988384,0.0004780012,0.00001624829,0.0004698172,0.00003449086,0.000009205401,0.00004151083,0.00006983497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001524181,"threshold_uncertainty_score":0.8122329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061987706","doi":"10.1016/j.jpowsour.2009.09.014","title":"Carbon deposition on Ni/YSZ anodes exposed to CO/H2 feeds","year":2009,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":109,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anode; Solid oxide fuel cell; Electrochemistry; Carbon fibers; Materials science; Yttria-stabilized zirconia; Polarization (electrochemistry); Oxide; Chemical engineering; Inorganic chemistry; Syngas; Chemistry; Hydrogen; Electrode; Metallurgy; Cubic zirconia; Organic chemistry; Ceramic; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.01306315765785087,"gpt":0.278147852861483,"spread":0.2650846952036321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000498341,0.0001797994,0.0002962578,0.0002017249,0.00009846741,0.0001209715,0.0003859614,0.00006859615,0.0002828974],"category_scores_gemma":[0.00009182285,0.0001459653,0.00008505756,0.0001527594,0.00004698566,0.0002624899,0.00002753881,0.0001659868,0.0001015875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127943,"about_ca_system_score_gemma":0.000034985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003804226,"about_ca_topic_score_gemma":0.000001535285,"domain_scores_codex":[0.998201,0.0000965717,0.0005307609,0.0001883272,0.0006706307,0.0003127581],"domain_scores_gemma":[0.9989234,0.00006381448,0.0004498949,0.0002301208,0.0001463622,0.00018647],"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":[0.0002940826,0.0001615745,0.00040376,0.00000598963,0.00001048169,0.00007018407,0.002011545,0.0016703,0.9931668,0.00004901481,0.001213792,0.0009424827],"study_design_scores_gemma":[0.0006819219,0.002358646,0.002653995,0.0001641094,0.00002662663,0.00008012744,0.0007699442,0.00001910792,0.9855355,0.0005271236,0.00693619,0.0002467246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893595,0.0002444547,0.001468061,0.0005026416,0.0009594049,0.0001152359,0.000004474402,0.00002922519,0.007316982],"genre_scores_gemma":[0.9920478,0.00001820927,0.005822652,0.001403683,0.0003326867,0.000001163848,6.824569e-7,0.00001629964,0.0003568035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007631309,"threshold_uncertainty_score":0.5952292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997985074","doi":"10.1016/j.jpowsour.2006.03.035","title":"Sm0.5Sr0.5CoO3+Sm0.2Ce0.8O1.9 composite cathode for cermet supported thin Sm0.2Ce0.8O1.9 electrolyte SOFC operating below 600°C","year":2006,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":109,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; BC Innovation Council","funders":"Fuel Cells and Hydrogen Joint Undertaking","keywords":"Cermet; Electrolyte; Cathode; Materials science; Composite number; Solid oxide fuel cell; Electrode; Tape casting; Oxide; Polarization (electrochemistry); Composite material; Analytical Chemistry (journal); Sintering; Ceramic; Metallurgy; Chemistry; Chromatography","retraction":null,"screen_n_in":null,"score":{"opus":0.009800089437943634,"gpt":0.2654981039116898,"spread":0.2556980144737461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002826428,0.0007153101,0.001229068,0.0004033299,0.0007776699,0.0006482087,0.001437016,0.0002847853,0.0008608984],"category_scores_gemma":[0.0003285567,0.0006132618,0.0004644052,0.0004258686,0.0002988698,0.001256321,0.00026611,0.0006522397,0.00009921397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003414539,"about_ca_system_score_gemma":0.0003159384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001034638,"about_ca_topic_score_gemma":0.000104944,"domain_scores_codex":[0.9937857,0.0004049732,0.002255996,0.0007373274,0.001360325,0.00145569],"domain_scores_gemma":[0.9954499,0.0005868291,0.002172133,0.0006721575,0.0007572016,0.0003617988],"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":[0.0003767044,0.0004332449,0.005420599,0.00009883396,0.0001195045,0.0001501367,0.001488496,0.008784616,0.9710085,0.0002765963,0.01154635,0.0002964373],"study_design_scores_gemma":[0.004609299,0.0016456,0.003736716,0.000354806,0.0004014439,0.0005659851,0.001171826,0.001569136,0.8990561,0.003169563,0.08231626,0.0014033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960057,0.00176349,0.03223674,0.0007638066,0.00208974,0.000681477,0.000134318,0.0001323929,0.002141042],"genre_scores_gemma":[0.9176188,0.0000747617,0.07688683,0.001064165,0.00147331,0.00002987433,0.00003735829,0.000157944,0.002656953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07195242,"threshold_uncertainty_score":0.9996319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3154456584","doi":"10.1016/j.pecs.2020.100902","title":"Continuum scale modelling and complementary experimentation of solid oxide cells","year":2021,"lang":"en","type":"article","venue":"Progress in Energy and Combustion Science","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"International Association for the Evaluation of Educational Achievement","keywords":"Solid oxide fuel cell; Energy transformation; Process engineering; Chemical energy; Oxide; Renewable energy; Electric potential energy; Range (aeronautics); Biochemical engineering; Electrochemical energy conversion; Electricity; Electricity generation; Computer science; Chemistry; Power (physics); Engineering; Electrochemistry; Thermodynamics; Electrical engineering; Physics; Aerospace engineering; Electrode","retraction":null,"screen_n_in":null,"score":{"opus":0.02191373238100319,"gpt":0.3066962961263345,"spread":0.2847825637453313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004751245,0.00009895094,0.0001653376,0.00008922304,0.0001526972,0.00005651316,0.000157102,0.000027048,0.00005237699],"category_scores_gemma":[0.00000827919,0.000100579,0.00001170906,0.0003055561,0.0009330143,0.0004905907,0.000221986,0.00003896854,7.958243e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003317995,"about_ca_system_score_gemma":0.00005124185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002547664,"about_ca_topic_score_gemma":0.00003115242,"domain_scores_codex":[0.9986598,0.00006014877,0.0003134132,0.0003944833,0.0003322555,0.0002399278],"domain_scores_gemma":[0.9994445,0.0000469588,0.0001369036,0.0001656674,0.0001373776,0.00006856585],"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":[0.00003471135,0.000133785,0.006384325,0.00003998958,0.000002110414,0.00000759231,0.0008139917,0.01603773,0.9682013,0.00265444,0.0000141862,0.005675872],"study_design_scores_gemma":[0.00037919,0.00002904306,0.0004860053,0.00005932937,0.000004539599,0.000006250797,0.0009007099,0.0192081,0.9770631,0.001583053,0.0001710481,0.000109655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631986,0.002057597,0.03426995,0.00004059434,0.0002273059,0.00006412413,0.000008669742,0.00001522688,0.0001179036],"genre_scores_gemma":[0.9580061,0.0003214386,0.04150139,0.00008240079,0.00001250731,0.00001887154,0.000004091249,0.000005276685,0.00004793377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008861803,"threshold_uncertainty_score":0.4101491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3156958340","doi":"10.1016/j.energy.2021.120613","title":"Polygeneration systems based on high temperature fuel cell (MCFC and SOFC) technology: System design, fuel types, modeling and analysis approaches","year":2021,"lang":"en","type":"article","venue":"Energy","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":106,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Molten carbonate fuel cell; Process engineering; Solid oxide fuel cell; Fuel cells; Cogeneration; Engineering; Waste management; Electricity generation; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.0199209490147332,"gpt":0.2078087178453911,"spread":0.1878877688306579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003044346,0.0002419265,0.0003905548,0.0002662127,0.0001691465,0.0002073932,0.000143618,0.0002341392,0.00001970031],"category_scores_gemma":[0.00002776338,0.0002179163,0.00003791798,0.0006276918,0.00006269238,0.000139213,0.00008939707,0.0001073321,0.000005823218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009647185,"about_ca_system_score_gemma":0.00007235216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007342958,"about_ca_topic_score_gemma":0.00002279136,"domain_scores_codex":[0.9982387,0.0002129917,0.0003191836,0.0006683994,0.0002774588,0.0002832671],"domain_scores_gemma":[0.9991239,0.00006508628,0.0001292286,0.0004915395,0.0001051003,0.00008511208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002460987,0.00004492755,0.00007179354,0.0002535535,0.00004626928,0.00002541553,0.00004173283,0.8113456,0.1819327,0.006103679,0.00002320609,0.00008649936],"study_design_scores_gemma":[0.0003842482,0.00005489012,0.000005483034,0.00005724786,0.0001982503,0.00001007807,0.0004889112,0.7932348,0.2049039,0.0001990125,0.0001926109,0.000270491],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3809971,0.03065804,0.5839557,0.0002972872,0.001179896,0.0004030728,0.0001043803,0.0004998035,0.00190467],"genre_scores_gemma":[0.9746937,0.0001554574,0.02420039,0.00007952704,0.0001103112,0.00006094591,0.00006896593,0.00002948118,0.0006012301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5936965,"threshold_uncertainty_score":0.8886367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029014650","doi":"10.1016/j.jpowsour.2005.07.052","title":"Yttrium, cobalt and yttrium/cobalt oxide coatings on ferritic stainless steels for SOFC interconnects","year":2005,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":105,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Spinel; Materials science; Yttrium; Oxide; Cobalt; Metallurgy; Scanning electron microscope; Solid oxide fuel cell; Chromia; Thermogravimetric analysis; Coating; Chemical engineering; Composite material; Chemistry; Electrode","retraction":null,"screen_n_in":null,"score":{"opus":0.01491276934328741,"gpt":0.2791516903675834,"spread":0.264238921024296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001367345,0.0003070601,0.0005834371,0.0002121,0.000209372,0.0002459325,0.0005425311,0.0001162384,0.0002681219],"category_scores_gemma":[0.0007246269,0.0002559154,0.0001527596,0.0001238732,0.0002124001,0.0006803086,0.0001380759,0.0002803119,0.0000472069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002117671,"about_ca_system_score_gemma":0.00009462163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007656539,"about_ca_topic_score_gemma":0.00001296172,"domain_scores_codex":[0.9973493,0.0001313103,0.0009589848,0.0003444985,0.000638356,0.0005775915],"domain_scores_gemma":[0.9973479,0.000741263,0.0009493402,0.0002720653,0.0004124502,0.0002770101],"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":[0.002640035,0.00125964,0.003801783,0.000719952,0.0002358089,0.0002082712,0.0134132,0.008429673,0.9353794,0.005365889,0.02004128,0.00850506],"study_design_scores_gemma":[0.006114724,0.002988298,0.001160395,0.0009501679,0.0001874212,0.0004266322,0.007227262,0.000212432,0.7454765,0.003709932,0.2305855,0.0009606368],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882893,0.001124349,0.007585576,0.0009554893,0.0008111264,0.0003405857,0.00004582195,0.00003529868,0.0008124739],"genre_scores_gemma":[0.9835635,0.00007411542,0.0134904,0.001596238,0.0005663265,0.000009582165,0.000001318254,0.00004609329,0.0006524573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2105443,"threshold_uncertainty_score":0.9999893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079125310","doi":"10.1021/jp905615c","title":"Oxidation of H<sub>2</sub>, CH<sub>4</sub>, and CO Molecules at the Interface between Nickel and Yttria-Stabilized Zirconia: A Theoretical Study Based on DFT","year":2009,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Yttria-stabilized zirconia; Cermet; Materials science; Endothermic process; Inorganic chemistry; Solid oxide fuel cell; Oxide; Anode; Nickel; Hydrogen; Chemical engineering; Adsorption; Cubic zirconia; Chemistry; Physical chemistry; Ceramic; Composite material; Metallurgy; Organic chemistry; Electrode","retraction":null,"screen_n_in":null,"score":{"opus":0.009999347542750489,"gpt":0.2851430461618375,"spread":0.275143698619087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001110719,0.0002583751,0.0005046782,0.00002231944,0.0001518591,0.00004973909,0.0004336505,0.00006642442,0.00003209967],"category_scores_gemma":[0.0003269067,0.000150698,0.00009772727,0.0001214998,0.0008147268,0.0001305623,0.0001385141,0.0003641537,0.000007906069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008932874,"about_ca_system_score_gemma":0.00004989806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.072906e-7,"about_ca_topic_score_gemma":2.862374e-7,"domain_scores_codex":[0.9979458,0.0003260913,0.0005578145,0.0002519082,0.0006516217,0.0002667837],"domain_scores_gemma":[0.9975698,0.00115596,0.0005798034,0.0004226703,0.0001421631,0.0001296192],"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":[0.0006940606,0.0003805999,0.0000830499,0.00003744837,0.00002957334,0.000003790552,0.0004827137,0.0004921077,0.9969874,0.00004433035,0.00003891907,0.0007260077],"study_design_scores_gemma":[0.001619847,0.0007049025,0.0007656242,0.00008373497,0.000186663,0.00001384021,0.0003600334,0.0005729107,0.9934021,0.002131243,0.000007969605,0.0001511121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980189,0.00009348759,0.0009236143,0.0004165554,0.00002975136,0.000297434,0.0000215351,0.00001166867,0.000187108],"genre_scores_gemma":[0.9995964,0.0000298762,0.00007963595,0.00007413294,0.0001916547,0.000003382674,0.000002173451,0.00001794097,0.000004846424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003585279,"threshold_uncertainty_score":0.6145287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}