{"id":"W2031431642","doi":"10.1080/10916460500529068","title":"Application of Acoustic Wave Propagation Analysis Methods for Monitoring a Miscible Mixing Zone in Porous Media","year":2007,"lang":"en","type":"article","venue":"Petroleum Science and Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Petroleum Technology Research Centre","keywords":"Porous medium; Mixing (physics); Biot number; Acoustics; Displacement (psychology); Reflection (computer programming); Mechanics; Materials science; Acoustic wave; Porosity; Poromechanics; Wave propagation; Optics; Physics; Composite material; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002628913,0.00007050642,0.000172051,0.001681775,0.0001249004,0.00001689341,0.0001932632,0.00007551259,0.000004427261],"category_scores_gemma":[0.000335659,0.00006151816,0.00001983177,0.002811442,0.000443739,0.0001724333,0.00001885355,0.00009248106,7.50059e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000017067,"about_ca_system_score_gemma":0.00005111754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008709841,"about_ca_topic_score_gemma":0.0001550001,"domain_scores_codex":[0.9990289,0.00001346027,0.0002233601,0.0002870166,0.0001742083,0.0002730962],"domain_scores_gemma":[0.9993694,0.0001790647,0.0001156984,0.0001591217,0.0001355674,0.00004109075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001217665,0.00001151682,0.2605045,0.00001407322,0.000007654528,0.000001048351,0.0001243918,0.0002538705,0.04111766,0.0001821004,0.000002980622,0.697768],"study_design_scores_gemma":[0.0002248292,0.0001317062,0.1068237,0.0000160406,0.00006546508,0.00001256818,0.001309448,0.6574204,0.2296912,0.003722166,0.0004387345,0.0001437925],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5147113,0.0002601841,0.4842852,0.0003043411,0.00005895328,0.0001016083,0.000002537845,0.00006376112,0.000212107],"genre_scores_gemma":[0.9029832,0.00002863217,0.09693085,0.0000235413,0.00001360211,0.000004662354,0.000004856666,0.000001371657,0.000009305054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6976242,"threshold_uncertainty_score":0.2508638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507735724212875,"score_gpt":0.2876143429297542,"score_spread":0.2725369856876254,"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."}}