{"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,"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","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006587091,0.000532239,0.0005149424,0.0009209193,0.0001901709,0.0007310968,0.0004876379,0.0005822029,0.002571585],"category_scores_gemma":[0.0004756432,0.0003503369,0.00062498,0.001319675,0.0002567978,0.00143145,0.0004601289,0.0007620909,0.001274912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003250303,"about_ca_system_score_gemma":0.0005274329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004128633,"about_ca_topic_score_gemma":0.0008525691,"domain_scores_codex":[0.9997509,0.00002688679,0.00002531717,0.00005856719,0.0001129147,0.00002549754],"domain_scores_gemma":[0.999633,0.0001310436,0.00006507352,0.00001489678,0.0001336555,0.00002227162],"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":[0.0002369244,0.0002208841,0.001418495,0.02692886,0.0002180517,0.0006376189,0.0002634898,0.003442648,0.1629478,0.01694216,0.01385539,0.7728877],"study_design_scores_gemma":[0.00002266927,0.0008434857,0.002238575,0.001075136,0.0003257497,0.001665992,0.0002027017,0.003996687,0.138302,0.005431086,0.8458203,0.00007556848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01212599,0.9627973,0.00949896,0.000851004,0.000462851,0.00002882002,0.0000957333,0.0001078294,0.01403142],"genre_scores_gemma":[0.05796764,0.9288535,0.007825572,0.0003712063,0.0004147318,0.00002786733,0.0001574885,0.00002090429,0.004361065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002571585,"threshold_uncertainty_score":0.008602798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007704447888643572,"score_gpt":0.259035913904544,"score_spread":0.2513314660159005,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}