{"id":"W4412529891","doi":"10.1016/j.jsg.2025.105515","title":"Mineral heterogeneity dominates the tensile failure mode of Eastern Himalayan Gneiss","year":2025,"lang":"en","type":"article","venue":"Journal of Structural Geology","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China; Center for Health Design","keywords":"Gneiss; Geology; Mineral; Geochemistry; Ultimate tensile strength; Mode (computer interface); Seismology; Mining engineering; Metamorphic rock; Composite material; Metallurgy; Materials science","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":[0.00008163141,0.0001145779,0.0002821447,0.00009656234,0.00004280846,0.000009803909,0.0002355321,0.00008423269,0.00001838851],"category_scores_gemma":[0.00002165362,0.00007156756,0.0001221036,0.0000729057,0.00003008662,0.0000687431,0.00005581118,0.0002384771,7.326516e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002089871,"about_ca_system_score_gemma":0.00002014918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002338154,"about_ca_topic_score_gemma":0.00004391207,"domain_scores_codex":[0.9992552,0.0000263317,0.000386259,0.00006773854,0.00008914398,0.0001752974],"domain_scores_gemma":[0.9995252,0.0000390719,0.0001228082,0.0001269802,0.0001517165,0.00003422742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001178752,0.000007077616,0.01177623,0.0001404775,0.0004445512,0.00002835251,0.0005570711,0.5519352,0.4244436,0.002647748,0.000998279,0.006903522],"study_design_scores_gemma":[0.001276847,0.0001874449,0.007661845,0.00009584157,0.0001367501,0.0005909636,0.0003597376,0.8688146,0.108243,0.01160131,0.0008011744,0.0002305196],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994942,0.0007826908,0.002983901,0.0004298527,0.0007153313,0.00004828918,0.000002749241,0.000009762849,0.00008542887],"genre_scores_gemma":[0.9986384,0.00002697717,0.001105915,0.00005803717,0.0001021049,7.304697e-7,8.883089e-7,0.000008192325,0.00005875074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3168794,"threshold_uncertainty_score":0.291844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00643356572456281,"score_gpt":0.2348314721528999,"score_spread":0.2283979064283371,"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."}}