{"id":"W2737206241","doi":"10.1002/2017jb013979","title":"Modeling of viscoelastic properties of nonpermeable porous rocks saturated with highly viscous fluid at seismic frequencies at the core scale","year":2017,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Viscoelasticity; Viscosity; Porous medium; Poromechanics; Porosity; Materials science; Dispersion (optics); Elastic modulus; Volume viscosity; Mechanics; Geotechnical engineering; Geology; Mineralogy; Composite material; Physics; Optics","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":[0.001025834,0.0001704654,0.0004739517,0.000157403,0.0008743436,0.0001098642,0.0008247872,0.00007146345,0.0001184828],"category_scores_gemma":[0.0003424272,0.00008810208,0.0001332454,0.000179721,0.00121078,0.0004756794,0.0001317176,0.0005829289,0.00003810316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002643585,"about_ca_system_score_gemma":0.0003419172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01306364,"about_ca_topic_score_gemma":0.0004819531,"domain_scores_codex":[0.9972555,0.000163142,0.0004714317,0.0002072968,0.00140352,0.0004991345],"domain_scores_gemma":[0.9977987,0.000174664,0.0003977859,0.0004968356,0.0009520889,0.0001799641],"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":[0.006339144,0.0004809095,0.0364722,0.0006064658,0.0005200357,0.0002993943,0.004492912,0.3187943,0.5967605,0.0000287395,0.01316259,0.02204277],"study_design_scores_gemma":[0.0005413365,0.001915179,0.006348553,0.0005831192,0.00003914684,0.0001384623,0.0005052701,0.8116742,0.1774079,0.0003295346,0.0003477896,0.0001695438],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997155,0.0006065471,0.0001587776,0.0007939314,0.0001011738,0.0001738957,0.00002942477,0.00001163187,0.0009695893],"genre_scores_gemma":[0.9979318,0.0002525232,0.0001819182,0.00008792772,0.0001720537,8.482027e-7,0.000005506378,0.000008855214,0.001358508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4928798,"threshold_uncertainty_score":0.9935085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05199251383947507,"score_gpt":0.2860916535276985,"score_spread":0.2340991396882234,"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."}}