{"id":"W2231033713","doi":"10.2118/174470-ms","title":"Non-Linearity and Stress-Dependency In Unconsolidated Formations and the Associated Impacts on Thermal Recovery: An Analytical Assessment","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Compressibility; Geotechnical engineering; Consolidation (business); Geology; Elasticity (physics); Modulus; Mechanics; Young's modulus; Stress (linguistics); Pore water pressure; Materials science; Composite material","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":[0.0003927873,0.0003413242,0.0002289258,0.0005475312,0.0002818612,0.0005072276,0.0006773563,0.000516135,0.001136842],"category_scores_gemma":[0.001323131,0.0002450396,0.0004337231,0.0005268398,0.0008571629,0.0005296347,0.000489281,0.0003200879,0.000156855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005423842,"about_ca_system_score_gemma":0.0005812841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005071724,"about_ca_topic_score_gemma":0.004518452,"domain_scores_codex":[0.9998533,0.00002310204,0.000008539201,0.00002496888,0.00005706507,0.00003299053],"domain_scores_gemma":[0.9993861,0.0003048401,0.0001320048,0.00006300103,0.0001023779,0.00001170441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00007742202,0.00009446339,0.01020794,0.000145988,0.00002293257,0.0008405439,0.0002349635,0.8970661,0.06190936,0.01021502,0.000199355,0.01898582],"study_design_scores_gemma":[0.000001778358,0.00003255032,0.00351818,0.000009961086,0.000007950346,0.0001062541,0.0000774262,0.9838276,0.01101413,0.001003531,0.0003908052,0.000009831797],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230883,0.0004896001,0.06443428,0.0002481125,0.00001098641,0.0000405419,0.000193495,0.0001344656,0.01136024],"genre_scores_gemma":[0.9972243,0.0001973273,0.001608547,0.00000645391,0.000004232626,0.000009791618,0.00002661782,0.000009274098,0.0009133811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005071724,"threshold_uncertainty_score":0.01008439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232670687982036,"score_gpt":0.2700139247174179,"score_spread":0.2476872178375975,"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."}}