{"id":"W1977236428","doi":"10.1016/j.ijhydene.2012.03.068","title":"Heat extraction from supercritical water-cooled nuclear reactors for hydrogen production plants","year":2012,"lang":"en","type":"article","venue":"International Journal of Hydrogen Energy","topic":"Chemical Looping and Thermochemical Processes","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shell and tube heat exchanger; Heat transfer; Heat exchanger; Nuclear engineering; Hydrogen production; Supercritical fluid; Plate heat exchanger; Materials science; Chemistry; Thermodynamics; Hydrogen","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001121353,0.0001333637,0.0001758037,0.00008361122,0.00002867598,0.00002432716,0.0002216627,0.0001017858,0.0001227352],"category_scores_gemma":[0.00008627187,0.0001080141,0.0001320889,0.00002754131,0.000025768,0.0004130673,0.00002187807,0.0001430308,0.00001245744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001411188,"about_ca_system_score_gemma":0.000008947051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003389449,"about_ca_topic_score_gemma":0.000001850244,"domain_scores_codex":[0.9989911,0.00001310191,0.0003626562,0.0001034034,0.0002970656,0.0002327164],"domain_scores_gemma":[0.9995463,0.00007369579,0.00001266171,0.0000788833,0.0001432678,0.0001451535],"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":[0.0001175431,0.0001013653,0.00006849853,0.000008860927,0.000252124,0.000004792924,0.0001350208,0.001002306,0.9962727,0.00008877616,0.0004636794,0.001484262],"study_design_scores_gemma":[0.000305815,0.00002082475,0.00001510948,0.00005290478,0.00003446082,0.0002094852,0.00003407656,0.001336059,0.9722791,0.0009207539,0.02465929,0.0001321729],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965177,0.00056536,0.00058722,0.0002553122,0.001687351,0.0000263307,0.00002092049,0.0000629439,0.0002769008],"genre_scores_gemma":[0.9968429,0.0001557827,0.0001844589,0.00006233402,0.002628055,0.000004131272,0.00007014866,0.00003914979,0.00001306994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02419561,"threshold_uncertainty_score":0.4404686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137787190414545,"score_gpt":0.2369002273583951,"score_spread":0.2255223554542496,"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."}}