{"id":"W3196374663","doi":"","title":"Staged Geomechanical Dilation on SAGD Wells: Geomechanical Study and Field Experience","year":2021,"lang":"en","type":"article","venue":"55th U.S. Rock Mechanics/Geomechanics Symposium","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geomechanica (Canada); University of Calgary","funders":"","keywords":"Geology; Dilation (metric space); Oil field; Geomechanics; Petroleum engineering; Geotechnical 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000802168,0.0009603757,0.001117161,0.0004688289,0.0006185755,0.0003326403,0.0007555017,0.0007072213,0.0006691336],"category_scores_gemma":[0.000321786,0.0009696856,0.0003740295,0.001143568,0.000008879934,0.0004137899,0.0006262849,0.001361142,0.0002316573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002978419,"about_ca_system_score_gemma":0.0001030699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008216438,"about_ca_topic_score_gemma":0.0001623587,"domain_scores_codex":[0.9943917,0.0003077756,0.001171298,0.001594263,0.00122812,0.001306804],"domain_scores_gemma":[0.9967396,0.0004419795,0.0001943341,0.00165422,0.0002675909,0.0007022609],"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":[0.0005718392,0.00344032,0.0001433801,0.0008162925,0.002027702,0.001723965,0.006425836,0.7056692,0.2520636,0.01618633,0.004374529,0.006556938],"study_design_scores_gemma":[0.002238782,0.001440424,0.00001336455,0.0001964375,0.0003604396,0.0001264744,0.002950766,0.8158012,0.1638598,0.004606457,0.006703195,0.00170261],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.308201,0.001079086,0.679194,0.002064658,0.004292802,0.00172398,0.00009661558,0.002095737,0.001252042],"genre_scores_gemma":[0.9962309,0.001031407,0.0002791293,0.0007151718,0.0003840722,0.0002098766,0.00007536191,0.0002076003,0.0008664562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6880299,"threshold_uncertainty_score":0.9992754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108967645549631,"score_gpt":0.2341147939776588,"score_spread":0.2230251175221625,"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."}}