{"id":"W2090134986","doi":"10.4043/16931-ms","title":"Interpreting 4D Seismic Response to Changes in Effective Pressure with Rock Physics Modeling","year":2004,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"Core Research for Evolutional Science and Technology; ConocoPhillips","keywords":"Amplitude versus offset; Amplitude; Geology; Seismic inversion; Shear (geology); Seismology; Water injection (oil production); Gemology; Asymmetry; Petroleum engineering; Mechanics; Engineering geology; Petrology; Physics; Volcanism; 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":[0.000285626,0.0001968933,0.0002407623,0.0003543514,0.0001117911,0.00004677242,0.0004096387,0.0001674585,0.00005209274],"category_scores_gemma":[0.0001241729,0.0001641124,0.00002020887,0.0005784544,0.0001184684,0.0001302051,0.00005168748,0.0004187144,0.00004903193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001921673,"about_ca_system_score_gemma":0.0001146272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001260704,"about_ca_topic_score_gemma":0.0005598224,"domain_scores_codex":[0.9988449,0.00006696553,0.0001388795,0.0004274055,0.000150056,0.0003718522],"domain_scores_gemma":[0.999428,0.00007147005,0.00005460172,0.000297499,0.0000860742,0.0000623579],"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":[0.001856828,0.00007627896,0.09814935,0.00006609563,0.00006385018,0.0001365418,0.003612554,0.4965728,0.002914804,0.001037004,0.0002679152,0.395246],"study_design_scores_gemma":[0.0006010509,0.001064751,0.001825445,0.0007004816,0.00002109907,0.00004932927,0.001382152,0.9437771,0.03621013,0.01219335,0.001727331,0.0004477518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8186359,0.0001459875,0.1711542,0.008463583,0.00005969498,0.0004228805,0.00001597326,0.0004966678,0.0006051413],"genre_scores_gemma":[0.9935081,0.00001364892,0.005315377,0.001066723,0.00001640721,0.00001959182,0.000008302896,0.000007238829,0.00004459154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4472044,"threshold_uncertainty_score":0.6692309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009977126313242927,"score_gpt":0.2197617836828812,"score_spread":0.2097846573696382,"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."}}