{"id":"W4311089321","doi":"10.1016/j.ijft.2022.100262","title":"Energy assessment of an integrated hydrogen production system","year":2022,"lang":"en","type":"article","venue":"International Journal of Thermofluids","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Heliostat; Hydrogen production; Parabolic trough; Renewable energy; Solar energy; High-temperature electrolysis; Thermochemical cycle; Process engineering; Photovoltaic system; Nuclear engineering; Thermal energy; Hydrogen; Environmental science; Rankine cycle; Hydrogen fuel; Electrolysis; Chemistry; Engineering; Electrical engineering; Thermodynamics; Power (physics); Physics","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":[0.0002787011,0.000463538,0.0006093958,0.0004236567,0.0004573881,0.0009298747,0.0006714564,0.0007133904,0.003606571],"category_scores_gemma":[0.0003620202,0.0002048158,0.0005399107,0.0003520867,0.000285027,0.0007225926,0.0005907253,0.0003290297,0.0004469382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007915006,"about_ca_system_score_gemma":0.000485089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006112364,"about_ca_topic_score_gemma":0.00346834,"domain_scores_codex":[0.999816,0.00003053946,0.000007986113,0.00004100376,0.0000742386,0.00003029717],"domain_scores_gemma":[0.9998591,0.00004513078,0.00001728434,0.00001167822,0.00005550641,0.00001129172],"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":[0.001031842,0.0001841294,0.004163207,0.0003394095,0.00006816299,0.0004157575,0.00008488192,0.9288796,0.04233253,0.001943016,0.0006283462,0.01992901],"study_design_scores_gemma":[0.00004076368,0.0009006627,0.002214668,0.00001132987,0.00004784241,0.00004930111,0.00009239613,0.9829152,0.01224009,0.0005170992,0.0009567829,0.00001381813],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937211,0.0005302308,0.04067116,0.0001620127,0.00004679201,0.0002025667,0.0007135454,0.0003746592,0.02008798],"genre_scores_gemma":[0.9969789,0.00007215099,0.001185382,0.000008071158,0.000001994173,0.00003669485,0.0001041066,0.000006795494,0.001605924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006112364,"threshold_uncertainty_score":0.01215357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080533464213613,"score_gpt":0.2626082240744597,"score_spread":0.2518028894323236,"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."}}