{"id":"W4408438750","doi":"10.5194/egusphere-egu25-5519","title":"Evaluation of Hydrogeological Characteristic of Natural Barrier in Korea for Establishing Safety Guidelines of Deep Geological High-Level Radioactive Waste Disposal Site","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radioactive waste; Natural (archaeology); Hydrogeology; Mining engineering; High-level waste; Environmental science; Geology; Waste management; Engineering; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004184788,0.000234534,0.0002034192,0.0008329239,0.0002243396,0.0005911294,0.0002641646,0.0002742705,0.0004889484],"category_scores_gemma":[0.0007907531,0.0001423423,0.0001908259,0.0005888425,0.0001959142,0.000641384,0.0003681883,0.0001526236,0.0001165611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003945299,"about_ca_system_score_gemma":0.0005662736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0078786,"about_ca_topic_score_gemma":0.01724216,"domain_scores_codex":[0.9997953,0.00003326009,0.00001416056,0.00003813136,0.00007927183,0.00003993031],"domain_scores_gemma":[0.9994841,0.00005650343,0.0001259657,0.0000359019,0.0002407712,0.00005674654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003785453,0.0001960753,0.7225381,0.0003698789,0.0001084102,0.001057055,0.001330689,0.08397622,0.1115724,0.001691824,0.001176654,0.07560413],"study_design_scores_gemma":[0.00002876125,0.000474942,0.7455758,0.00006897815,0.000168121,0.0004429811,0.006878342,0.1926709,0.04880266,0.0009453089,0.003845165,0.00009800799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959254,0.00004063518,0.003154455,0.0000190485,0.000002180004,0.00001125162,0.0001219026,0.00002304722,0.0007019666],"genre_scores_gemma":[0.9985673,0.00003927491,0.001083643,0.000003715314,4.9914e-7,0.000004513211,0.0001095311,0.000008971468,0.0001825484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0078786,"threshold_uncertainty_score":0.01566547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04768913265499718,"score_gpt":0.3014281040262671,"score_spread":0.2537389713712699,"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."}}