{"id":"W2610781674","doi":"10.2118/186067-ms","title":"Two Phase Flow Coupled to Geomechanics with Dual Porosity Model: Simulating Fractured Reservoirs by Finite Element Method","year":2017,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro Geotech (Canada)","funders":"","keywords":"Geomechanics; Finite element method; Porosity; Mechanics; Geology; Saturation (graph theory); Displacement (psychology); Galerkin method; Geotechnical engineering; Materials science; Mathematics; Structural engineering; Engineering; Physics","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":[0.000511619,0.0003186535,0.0003891999,0.0001699446,0.0007479809,0.0006007543,0.0001353179,0.0001557701,0.0001051037],"category_scores_gemma":[0.0001487792,0.000285931,0.00005447423,0.00009997941,0.00003784864,0.0008707812,0.0000897589,0.0002631055,0.00000721492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006771197,"about_ca_system_score_gemma":0.00003148873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001643826,"about_ca_topic_score_gemma":0.0001873907,"domain_scores_codex":[0.9982948,0.00007151694,0.0004322524,0.0004602355,0.0003972583,0.0003439759],"domain_scores_gemma":[0.9986656,0.0001365567,0.0002089356,0.0004760706,0.0002364071,0.0002764273],"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":[0.0001691579,0.00003883829,0.0001691608,0.00007043047,0.0000544863,0.000004053321,0.0009991962,0.9826278,0.008967535,0.0000225908,0.00004242343,0.006834296],"study_design_scores_gemma":[0.001970497,0.0001257847,0.0007599416,0.0001139595,0.00006094656,0.000001834718,0.0001252785,0.9930757,0.002297059,0.000553543,0.00054237,0.0003731187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4784802,0.00002670507,0.5202596,0.0006980755,0.00003743592,0.0002493134,0.00006702423,0.00009627043,0.00008539621],"genre_scores_gemma":[0.9940836,0.0001800363,0.004746387,0.0001478883,0.0001282655,0.00003179812,0.0005364762,0.00003848689,0.0001070155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5156035,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277640607680653,"score_gpt":0.3079577792266443,"score_spread":0.280193718458579,"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."}}