{"id":"W2019081128","doi":"10.1190/1.2737119","title":"Seismic monitoring and geomechanics simulation","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Geomechanics; Geology; Seismology; Computer science; Geotechnical engineering; Petroleum engineering","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":[0.0002187068,0.0006141174,0.0004711117,0.0005527243,0.0003577604,0.0007390474,0.0008097088,0.00119961,0.004426715],"category_scores_gemma":[0.0009769036,0.0003876664,0.0004546464,0.0006252004,0.0004189047,0.0008137224,0.0005110028,0.0007038665,0.0008178166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005483402,"about_ca_system_score_gemma":0.0009365759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01687729,"about_ca_topic_score_gemma":0.008041148,"domain_scores_codex":[0.9998609,0.00002814983,0.000009622175,0.00004144289,0.00004281711,0.00001708278],"domain_scores_gemma":[0.9998065,0.00007567936,0.00002829733,0.0000284044,0.00004421513,0.00001702031],"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":[0.00003348893,0.00003416032,0.001395038,0.00001435552,0.00001124857,0.00004060556,0.00002003308,0.9817484,0.001243534,0.002916672,0.0005499126,0.01199242],"study_design_scores_gemma":[0.000003656866,0.00000354834,0.0001131709,8.861726e-7,0.00000127157,0.000003681936,0.000002417013,0.9987988,0.000233215,0.0005084484,0.0003288693,0.000001919533],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1889471,0.000163269,0.7821075,0.0007110463,0.0001238889,0.0001546378,0.002177447,0.004487553,0.02112759],"genre_scores_gemma":[0.8935655,0.0001871548,0.09846666,0.00007976442,0.00004268769,0.0001994941,0.001287145,0.000156276,0.00601531],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01687729,"threshold_uncertainty_score":0.03355813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02650288477252052,"score_gpt":0.2612546584157058,"score_spread":0.2347517736431853,"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."}}