{"id":"W4399434243","doi":"10.1016/j.ijhydene.2024.06.016","title":"Life cycle assessment of different hydrogen production setups from chemical looping reforming system using carburization reactions","year":2024,"lang":"en","type":"article","venue":"International Journal of Hydrogen Energy","topic":"Chemical Looping and Thermochemical Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Chemical looping combustion; Hydrogen production; Hydrogen; Production (economics); Environmental science; Life-cycle assessment; Materials science; Chemistry; Physical chemistry; Economics; Combustion","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":[0.000545345,0.00056961,0.0005596551,0.0008595081,0.000418034,0.000364176,0.0005091376,0.0006345381,0.001931148],"category_scores_gemma":[0.0007142009,0.0002423904,0.0006488517,0.0004944383,0.0002420975,0.0005670843,0.0002775026,0.0003363055,0.0002325595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007490559,"about_ca_system_score_gemma":0.0002932512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002005245,"about_ca_topic_score_gemma":0.002963503,"domain_scores_codex":[0.9996994,0.0000468959,0.00002595636,0.00006443645,0.0001076387,0.00005571215],"domain_scores_gemma":[0.9993979,0.0002291325,0.00008452426,0.00005213177,0.0002017853,0.00003461179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006855913,0.0006890204,0.02273404,0.001039976,0.0002302097,0.0004311087,0.000339501,0.08514798,0.8049081,0.0004354106,0.000568366,0.07662042],"study_design_scores_gemma":[0.0001176432,0.007959286,0.04137539,0.00004008664,0.0002380283,0.0001715337,0.0002309381,0.08503865,0.8627897,0.0002471084,0.001707151,0.00008450396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969325,0.0004795202,0.001623272,0.00001797483,0.00001053867,0.00003268564,0.0004337168,0.00006715458,0.0004026859],"genre_scores_gemma":[0.9983009,0.0001435056,0.0008456513,0.000007069516,0.000001421004,0.00002624533,0.0002444269,0.000008612864,0.00042225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002005245,"threshold_uncertainty_score":0.006460369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033603017567971,"score_gpt":0.2502209566945159,"score_spread":0.2398849265188362,"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."}}