{"id":"W7089584111","doi":"10.1007/s12303-025-00071-y","title":"Geochemical, mineralogical, and isotopic characteristics of bentonite and related rocks under near-surface conditions in the Naah mine, South Korea","year":2025,"lang":"en","type":"article","venue":"Geosciences Journal","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Canada Research Chairs; Institute for Korea Spent Nuclear Fuel","keywords":"Montmorillonite; Bentonite; Lapilli; Clay minerals; Weathering; Outcrop; Diagenesis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001223263,0.000285971,0.0003120325,0.001588963,0.0006600822,0.0005003566,0.0003961038,0.0003644191,0.0005172328],"category_scores_gemma":[0.0001290611,0.0003485182,0.0002748627,0.001056297,0.0004316587,0.0005098826,0.0004187739,0.0001807302,0.0001439825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004499804,"about_ca_system_score_gemma":0.000412223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04563141,"about_ca_topic_score_gemma":0.1023496,"domain_scores_codex":[0.9998835,0.000007845701,0.00001677359,0.00004618163,0.00002556189,0.00002013274],"domain_scores_gemma":[0.9998341,0.00001462101,0.00004180128,0.000006014992,0.00006358144,0.00003987326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003352014,0.00009976893,0.9169819,0.00008377144,0.00009112855,0.0007098476,0.0009900668,0.0004318887,0.07637549,0.00006799135,0.00009749032,0.003735465],"study_design_scores_gemma":[0.000004057312,0.00003464842,0.9967073,0.000004296518,0.00002574223,0.0001768662,0.001219481,0.0003904538,0.001229898,0.00001749949,0.0001832521,0.00000659853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996347,0.00003413449,0.00001832901,0.00000513256,7.748046e-7,0.00000199074,0.0001351648,0.000001183469,0.0001684992],"genre_scores_gemma":[0.9994363,0.00004720939,0.00004445434,0.000007657466,0.00000127821,0.000002490795,0.0001692398,0.000001516358,0.0002897778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04563141,"threshold_uncertainty_score":0.09073162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008289922412067835,"score_gpt":0.2188860349716467,"score_spread":0.2105961125595788,"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."}}