{"id":"W4315647641","doi":"10.1016/j.enconman.2023.116660","title":"Development and performance assessment of a calcium-iron bromide cycle-based hydrogen production integrated system","year":2023,"lang":"en","type":"article","venue":"Energy Conversion and Management","topic":"Chemical Looping and Thermochemical Processes","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Environmental science; Natural gas; Process engineering; Multiple-effect distillation; Waste management; Hydrogen production; Exergy; Renewable energy; Exergy efficiency; Distillation; Hydrogen; Environmental engineering; Engineering; Chemistry; Vacuum distillation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008013308,0.00009918219,0.0001125836,0.00008598594,0.000043303,0.000007840515,0.00004584405,0.00003388737,0.000004961601],"category_scores_gemma":[0.000001926111,0.00009027215,0.00001313834,0.000171192,0.00002463723,0.00003472285,0.00004971415,0.00003956842,0.000002369786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006799994,"about_ca_system_score_gemma":0.000007999545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009674603,"about_ca_topic_score_gemma":7.909911e-7,"domain_scores_codex":[0.9994657,0.000006640787,0.0001429089,0.0001563881,0.000112382,0.0001159514],"domain_scores_gemma":[0.9998198,0.000009407613,0.0000243415,0.00008265268,0.00001554015,0.00004823496],"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":[0.0002339434,0.0002334309,0.00229069,0.04257904,0.000776821,0.00005528191,0.0007831054,0.08616241,0.522509,0.008918274,0.004126632,0.3313313],"study_design_scores_gemma":[0.0005568312,0.00002174017,0.001065209,0.0004576483,0.00003248015,0.000001680387,0.0003043076,0.2720144,0.7101818,0.000008053719,0.0151534,0.0002024078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966972,0.00008129823,0.0007848169,0.00003623822,0.00009382892,0.00006851259,7.668793e-7,0.0002603213,0.001977046],"genre_scores_gemma":[0.9988821,0.0002449467,0.000565612,0.00001493161,0.00001035148,0.00002322437,0.00003086008,0.00001121756,0.0002167153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.331129,"threshold_uncertainty_score":0.3681192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00853247282882052,"score_gpt":0.1992035488991214,"score_spread":0.1906710760703008,"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."}}