{"id":"W4406787776","doi":"10.1016/j.geoen.2025.213710","title":"Analysis of downhole temperature-strain response in hydraulic fracturing – A coupled geomechanics-thermal-flow simulation approach","year":2025,"lang":"en","type":"article","venue":"Geoenergy Science and Engineering","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geomechanics; Hydraulic fracturing; Geology; Geotechnical engineering; Strain (injury); Thermal; Flow (mathematics); Petroleum engineering; Mechanics; Thermodynamics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002421047,0.0004338473,0.000338598,0.0004201707,0.0002144837,0.0003907558,0.0005284132,0.0007966399,0.001166405],"category_scores_gemma":[0.0005997384,0.0002156387,0.0005283396,0.0002376321,0.0004161544,0.0005091177,0.0004304163,0.0003934971,0.0001078735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003811007,"about_ca_system_score_gemma":0.0005880279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006570882,"about_ca_topic_score_gemma":0.004661862,"domain_scores_codex":[0.9998938,0.00002186355,0.000005528078,0.00001930295,0.00003993226,0.00001963114],"domain_scores_gemma":[0.9997732,0.000121766,0.00002961516,0.00002566327,0.00003707188,0.00001276642],"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":[0.00002879775,0.00005306049,0.001752746,0.00003020849,0.000009930845,0.00005220066,0.00005853092,0.9776022,0.01493978,0.001141617,0.0000781963,0.004252696],"study_design_scores_gemma":[0.0000014873,0.00001121438,0.0002720596,0.000001180741,0.000001230022,0.000005098772,0.000007670509,0.9980853,0.001418075,0.0001209876,0.00007314873,0.000002569132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8050367,0.0001263598,0.1882897,0.0001848917,0.00002751718,0.00008967942,0.0003025349,0.0006556361,0.005286844],"genre_scores_gemma":[0.9808834,0.00007020687,0.01792195,0.00001997561,0.00000354065,0.00005001927,0.0001054924,0.00004381797,0.0009016301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006570882,"threshold_uncertainty_score":0.01306528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004312553050259167,"score_gpt":0.2068019774242061,"score_spread":0.202489424373947,"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."}}