{"id":"W4411393318","doi":"10.1002/dug2.70036","title":"Generalized Matsuoka–Nakai criterion considering hydrostatic pressure dependence in the brittle–ductile region","year":2025,"lang":"en","type":"article","venue":"Deep Underground Science and Engineering","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Brittleness; Hydrostatic pressure; Hydrostatic equilibrium; Materials science; Mathematics; Geology; Mechanics; Physics; Composite material","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":[0.0005045225,0.0001664035,0.0001634757,0.0002767751,0.0002159921,0.0003119805,0.0002939191,0.00005748714,0.000002179362],"category_scores_gemma":[0.00008031048,0.000149609,0.00002475338,0.0006895987,0.00004760352,0.0004960554,0.00007234456,0.0002080095,0.000001176528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007402963,"about_ca_system_score_gemma":0.00004088808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006510958,"about_ca_topic_score_gemma":0.00005806942,"domain_scores_codex":[0.9988049,0.00001342992,0.0002246194,0.0002804906,0.0002733991,0.0004031927],"domain_scores_gemma":[0.9995577,0.00007481414,0.00001676669,0.0002503645,0.00004441409,0.00005593263],"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":[0.000004943162,0.00001525374,0.00007913965,0.0003409227,0.00002210479,0.00003569062,0.002496581,0.8731396,0.09253768,0.02749189,0.0001213081,0.003714885],"study_design_scores_gemma":[0.0002017459,0.000008787887,0.0002002888,0.0001217559,0.00001396854,0.00006394721,0.0005508841,0.9935246,0.001579766,0.00184362,0.001711408,0.0001792698],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.766488,0.002709193,0.2287911,0.0002486648,0.0006300635,0.0002259597,7.11955e-7,0.0001651319,0.0007412858],"genre_scores_gemma":[0.9977651,0.0003852518,0.00158067,0.0001552889,0.00003175858,0.00002990387,9.462374e-7,0.00001518063,0.00003594306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2312771,"threshold_uncertainty_score":0.610088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274482360376355,"score_gpt":0.2228365055053469,"score_spread":0.2100916819015834,"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."}}