{"id":"W4409758673","doi":"10.1007/s00603-025-04578-6","title":"Analysis of In-Situ Dynamic Ground Support Test Results with Insights Revealed by Time-Dependent Terms of Power and Strain Rate","year":2025,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"In situ; Strain (injury); Strain rate; Power (physics); Geotechnical engineering; Structural engineering; Geology; Engineering; Materials science; Physics; Composite material; Biology; Thermodynamics; Meteorology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001116427,0.0001517742,0.0003691531,0.0002407109,0.00002526353,0.00001137286,0.00007479337,0.00006826803,0.000002297557],"category_scores_gemma":[0.0000243229,0.0001345885,0.0000378166,0.0006059188,0.000001010455,0.00004925485,0.00004579459,0.0001152645,3.801138e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002072314,"about_ca_system_score_gemma":0.0000068627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006997001,"about_ca_topic_score_gemma":0.00002347898,"domain_scores_codex":[0.9992549,0.000009342963,0.0003108454,0.0001969998,0.00008122043,0.0001467041],"domain_scores_gemma":[0.9995645,0.0001315686,0.00004848117,0.0001777804,0.00002568908,0.0000520131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001444652,0.00005987805,0.0000986868,0.0001962541,0.0003381388,0.000002563232,0.0001991402,0.251786,0.7448482,0.00200408,0.00001013219,0.0004424619],"study_design_scores_gemma":[0.0004912041,0.00008130367,0.009217753,0.00009505102,0.0002011382,9.993519e-7,0.0000360501,0.9838964,0.005357318,0.0003769298,0.00007209367,0.0001737799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4193565,0.0002216968,0.5795678,0.00002865376,0.00003429773,0.0002334199,0.0002083627,0.00006262272,0.00028661],"genre_scores_gemma":[0.9989112,0.0001118379,0.0007839351,0.000004372811,0.000002749666,0.00001335873,0.00003220021,0.0000159954,0.0001243759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7394909,"threshold_uncertainty_score":0.5488359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002795550450463772,"score_gpt":0.2009077775913744,"score_spread":0.1981122271409106,"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."}}