{"id":"W4402782053","doi":"10.1016/j.jgsce.2024.205464","title":"A cradle-to-gate life cycle assessment for clean hydrogen gas production pathway using the CeO2/Ce2O3-based redox thermochemical cycle","year":2024,"lang":"en","type":"article","venue":"Gas Science and Engineering","topic":"Chemical Looping and Thermochemical Processes","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Production (economics); Redox; Life-cycle assessment; Hydrogen production; Hydrogen; Environmental science; Chemistry; Inorganic chemistry; Economics; Organic chemistry","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":[0.0003350309,0.0007302152,0.000676185,0.0005214471,0.0003464861,0.0007484872,0.0008115178,0.0008747231,0.001887502],"category_scores_gemma":[0.0004264141,0.0003136811,0.000918404,0.0005008963,0.0002706254,0.0006323363,0.0003406678,0.0004317486,0.0001880221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131789,"about_ca_system_score_gemma":0.0007971996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01874281,"about_ca_topic_score_gemma":0.01238427,"domain_scores_codex":[0.9999048,0.00002439248,0.000004228977,0.0000178639,0.00002889348,0.00002002322],"domain_scores_gemma":[0.999814,0.00009414998,0.0000159418,0.0000169884,0.00004419923,0.00001469351],"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":[0.0001822916,0.00005596018,0.001925825,0.00009541905,0.0000311029,0.000102714,0.00001689225,0.9848294,0.007500693,0.0004723678,0.0000803509,0.00470707],"study_design_scores_gemma":[0.00002784909,0.0002316502,0.002195764,0.00000585424,0.00002852597,0.00001846339,0.00003204594,0.9901169,0.006547811,0.0003957663,0.0003853008,0.00001409689],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781616,0.0002061361,0.0149086,0.00004298526,0.000009559009,0.0001172693,0.001390559,0.0001767996,0.004986526],"genre_scores_gemma":[0.9949713,0.0001120013,0.003668647,0.00000763913,0.000001102176,0.00004070448,0.0004148938,0.0000165101,0.0007673114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01874281,"threshold_uncertainty_score":0.03726739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117876567017803,"score_gpt":0.240545109377175,"score_spread":0.2287574526753947,"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."}}