{"id":"W2407041458","doi":"10.1190/geo2015-0383.1","title":"A simple hydromechanical approach for simulating squirt-type flow","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Swiss Competence Center for Energy Research – Supply of Electricity","keywords":"Mesoscopic physics; Biot number; Mechanics; Dissipation; Laminar flow; Fluid dynamics; Flow (mathematics); Geology; Poromechanics; Attenuation; Boundary value problem; Physics; Porous medium; Geotechnical engineering; Porosity","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":[0.0001703502,0.0003151189,0.0002105172,0.0003201762,0.0002813331,0.0003068363,0.0006394135,0.0008258715,0.001417919],"category_scores_gemma":[0.0004688015,0.0002482964,0.0002853927,0.0001927296,0.0004897848,0.0003291696,0.0004260259,0.0003400456,0.0001353637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004211781,"about_ca_system_score_gemma":0.0007774764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006313317,"about_ca_topic_score_gemma":0.006373909,"domain_scores_codex":[0.999958,0.000009927066,0.000003182466,0.000007530301,0.00001526365,0.000006022465],"domain_scores_gemma":[0.9998776,0.00004668818,0.00002119567,0.00001649368,0.00002480631,0.00001320579],"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":[0.00002486827,0.00005179678,0.0009534361,0.00003849426,0.00001311033,0.00008729606,0.00004591781,0.9614041,0.02877165,0.003081227,0.0000950457,0.005433026],"study_design_scores_gemma":[0.000003497466,0.00000998842,0.0001208581,0.000001011913,9.774236e-7,0.000005531248,0.000003020353,0.9990095,0.0006357718,0.000127424,0.00008037783,0.000002122002],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.446072,0.0001099642,0.5478488,0.000194322,0.00005887959,0.0001819971,0.0002314967,0.000681508,0.004621063],"genre_scores_gemma":[0.9002537,0.00006994459,0.09790084,0.00002697083,0.00001024995,0.0001313032,0.00007544515,0.00004011863,0.001491379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006313317,"threshold_uncertainty_score":0.01255316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239113901005802,"score_gpt":0.2318644779522069,"score_spread":0.2094733389421489,"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."}}