{"id":"W4327521475","doi":"10.17794/rgn.2023.1.11","title":"IMPROVED CONCEPTUAL DESIGN OF LILW REPOSITORY","year":2023,"lang":"en","type":"article","venue":"Rudarsko-geološko-naftni zbornik","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Toxic Substances and Disease Registry; National Eye Institute; State Atomic Energy Corporation ROSATOM; International Atomic Energy Agency; The Ministry of Economic Affairs and Employment; Nuclear Waste Management Organization; Bundesministerium für Umwelt, Naturschutz, Bau und Reaktorsicherheit; U.S. Department of Health and Human Services; U.S. Department of Energy","keywords":"Radioactive waste; Conceptual design; Containment (computer programming); Waste management; Environmental science; Engineering; Civil engineering; Computer science; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001091396,0.0006601825,0.0008198129,0.001583135,0.000909653,0.002780854,0.003155861,0.001700239,0.007092394],"category_scores_gemma":[0.0008496443,0.0005279326,0.0008414689,0.0008841104,0.0008325173,0.001833903,0.001887361,0.0008431314,0.00256197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001617112,"about_ca_system_score_gemma":0.002702352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121184,"about_ca_topic_score_gemma":0.002692526,"domain_scores_codex":[0.9987808,0.0002105394,0.00009115326,0.0001922463,0.0005607535,0.0001644928],"domain_scores_gemma":[0.9995877,0.00003413126,0.00004982744,0.00009424087,0.0001765852,0.0000574853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000581143,0.0003642004,0.005955817,0.001585114,0.00005985679,0.00222372,0.0009501498,0.4083367,0.1755345,0.1618555,0.006656399,0.2358969],"study_design_scores_gemma":[0.0002935697,0.001950573,0.006826812,0.0004836166,0.0001954595,0.003806957,0.001259401,0.45576,0.1271225,0.0308363,0.3709862,0.000478585],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07700048,0.0009037475,0.8621955,0.000695173,0.0002676491,0.0005508386,0.0007289751,0.002975485,0.05468217],"genre_scores_gemma":[0.5540583,0.0009049056,0.4095216,0.000179308,0.00004520974,0.0007238375,0.0009353843,0.0003302278,0.03330136],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007092394,"threshold_uncertainty_score":0.0237264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164488177289781,"score_gpt":0.207449398662304,"score_spread":0.1910005809333259,"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."}}