{"id":"W2334154544","doi":"10.2514/6.2015-1180","title":"Development of a Molten Regolith Electrolysis Reactor Model for Lunar In-Situ Resource Utilization”","year":2015,"lang":"en","type":"article","venue":"","topic":"Molten salt chemistry and electrochemical processes","field":"Chemical Engineering","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Marshall Space Flight Center; Ohio State University; National Aeronautics and Space Administration","keywords":"Regolith; In situ; Electrolysis; Environmental science; Nuclear engineering; Resource (disambiguation); Materials science; Waste management; Metallurgy; Astrobiology; Computer science; Chemistry; Electrode; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001851242,0.0001591546,0.0002619599,0.00005584758,0.00001737989,0.000007211735,0.0002084526,0.0001309902,0.00001159224],"category_scores_gemma":[0.0003219025,0.0001465119,0.00005207585,0.0002774313,0.00001782394,0.0000787289,0.00004090823,0.0001266406,0.000002125174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001304586,"about_ca_system_score_gemma":0.0001791491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003939998,"about_ca_topic_score_gemma":0.00001096651,"domain_scores_codex":[0.9987519,0.000004542136,0.0004225276,0.0002698876,0.0002108861,0.0003403029],"domain_scores_gemma":[0.999367,0.00006116177,0.00007953898,0.0001951076,0.0001515172,0.0001456569],"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":[0.0001501736,0.00008884221,0.00002415335,0.0001905884,0.00002887882,3.954508e-7,0.0006003579,0.003698151,0.9930855,0.001057082,0.000629259,0.000446627],"study_design_scores_gemma":[0.000444144,0.000008984051,0.000001024846,0.00002366665,0.0000110461,0.000001435718,0.00006499537,0.245345,0.7507441,0.0005282651,0.002688731,0.0001385926],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4375765,0.0004428253,0.454581,0.0002592252,0.00001510672,0.0003847079,0.000006748413,0.0002730589,0.1064608],"genre_scores_gemma":[0.9653898,0.000003497686,0.03183668,0.00006125068,0.0000313498,0.00007080378,0.0000701816,0.00002594785,0.002510451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5278133,"threshold_uncertainty_score":0.5974581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05457376723219597,"score_gpt":0.2748988615713802,"score_spread":0.2203250943391842,"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."}}