{"id":"W4401629653","doi":"10.1093/gji/ggae278","title":"Laboratory constraints on the anisotropic dynamic-to-static ratios for shale's elastic constants: an example from the Duvernay unconventional reservoir","year":2024,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Petrophysics; Anisotropy; Hydraulic fracturing; Oil shale; Geology; Context (archaeology); Tight gas; Mineralogy; Porosity; Geotechnical engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003361262,0.0002205658,0.0002855381,0.0004543787,0.0005075724,0.0005015573,0.000319565,0.0002954147,0.001264394],"category_scores_gemma":[0.0005741527,0.0001669894,0.0001197081,0.0005458193,0.0004669967,0.0003090538,0.0004896256,0.0003464943,0.0002292191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000250318,"about_ca_system_score_gemma":0.0002508025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020935,"about_ca_topic_score_gemma":0.02132892,"domain_scores_codex":[0.9998299,0.00002518523,0.00001194634,0.00005422724,0.00004354652,0.0000352562],"domain_scores_gemma":[0.9995572,0.0001012774,0.00006417151,0.00009764767,0.0001397444,0.00003983926],"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":[0.0008248241,0.0002251862,0.1928717,0.0001703481,0.0001318313,0.001855661,0.001162285,0.009519474,0.7724789,0.002250628,0.001317351,0.01719177],"study_design_scores_gemma":[0.00008117982,0.0003037217,0.6933959,0.00003718523,0.00009042265,0.0007649583,0.001899736,0.04703108,0.2456539,0.00118982,0.009448194,0.0001039672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978487,0.00005235535,0.0007893429,0.00003760872,0.000001945647,0.000002681779,0.0004020072,0.00002373482,0.0008416622],"genre_scores_gemma":[0.9990523,0.00002151856,0.0004530101,0.000009798226,0.000001140348,0.000003310478,0.000265437,0.000008941121,0.0001844559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01020935,"threshold_uncertainty_score":0.02029985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719391684383146,"score_gpt":0.2670272764294447,"score_spread":0.2398333595856132,"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."}}