{"id":"W4390537665","doi":"10.1190/geo2023-0263.1","title":"Integrated analysis of cyclic steam stimulation in a heavy oil reservoir: Microseismicity, brittleness, and landing height","year":2024,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Microseism; Overburden; Geology; Seismology; Cracking; Comminution; Brittleness; Petrology; Geotechnical engineering; Materials science","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":[0.0002028513,0.00009083802,0.0002060241,0.0003490797,0.0000439,0.0000605552,0.00008878404,0.00004722741,0.00007072819],"category_scores_gemma":[0.00001404707,0.00007788973,0.00005987886,0.001226184,0.00006317023,0.0002076981,0.00001516718,0.0001249007,0.00001019324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008152554,"about_ca_system_score_gemma":0.00003107148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02381318,"about_ca_topic_score_gemma":0.0003745314,"domain_scores_codex":[0.9992888,0.00004917531,0.0001833503,0.0002065905,0.0001284821,0.0001436182],"domain_scores_gemma":[0.9996638,0.0001238777,0.00003624352,0.0001170543,0.0000266085,0.00003246047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007563048,0.00004617189,0.5419604,0.0002345508,0.0002641562,0.00002617408,0.001009381,0.006696072,0.002856801,0.0001449935,0.001719409,0.4449663],"study_design_scores_gemma":[0.0001305384,0.00004415261,0.1705652,0.0001678443,0.0001383791,0.000002024688,0.0001507512,0.8182357,0.001922747,0.002187226,0.006302833,0.00015261],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973953,0.001109048,0.0003209242,0.0001784038,0.00008979788,0.00003914208,0.00009509931,0.00007617064,0.0006961059],"genre_scores_gemma":[0.9987548,0.0003037032,0.0003086699,0.0001574185,0.00002473725,7.661499e-7,0.000253817,0.000003071698,0.0001930264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8115396,"threshold_uncertainty_score":0.9826874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368149662826818,"score_gpt":0.2351743578378057,"score_spread":0.2214928612095375,"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."}}