{"id":"W7132169401","doi":"","title":"Damage and microstructural change in geophysical materials under high compression and shear","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recrystallization (geology); Softening; Hydrostatic equilibrium; Hydrostatic pressure; Shear (geology); Shearing (physics); High pressure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003207301,0.0001029254,0.000150062,0.00003326103,0.00001822166,0.00002321324,0.0000439531,0.00007669616,0.00004556813],"category_scores_gemma":[0.000003664996,0.0000895808,0.000009499,0.00005942856,0.00002454465,0.00008162318,0.00006439506,0.0001182583,0.000005623383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001669771,"about_ca_system_score_gemma":0.000001286393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008089192,"about_ca_topic_score_gemma":0.000006557375,"domain_scores_codex":[0.9995356,0.000005244219,0.0001050764,0.0001208906,0.0000548163,0.00017843],"domain_scores_gemma":[0.9998348,0.00001315082,0.000006080822,0.00007752014,0.000004065059,0.00006442362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005686127,0.000007027764,0.000007658202,0.00006411051,0.000003357484,0.000007540232,0.00005724109,0.004897853,0.9874049,0.00447321,0.000006775633,0.003064681],"study_design_scores_gemma":[0.004616811,0.000229257,0.2404684,0.00061007,0.00002893314,0.00007298338,0.00005528085,0.02140715,0.5387577,0.1913959,0.001113924,0.001243553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981084,0.00005032623,0.001108309,0.0003646607,0.0001074755,0.00009596067,0.000009414003,0.0001090478,0.0000464389],"genre_scores_gemma":[0.998071,0.00003218518,0.001721237,0.00007632237,0.0000653442,0.00001045884,0.000005268228,0.00001430197,0.000003911124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4486472,"threshold_uncertainty_score":0.3652999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008185148870626702,"score_gpt":0.1985994831832676,"score_spread":0.1904143343126409,"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."}}