{"id":"W2035135586","doi":"10.2118/2005-061","title":"Coupled Numerical Simulation of Reservoir Flow With Formation Plugging","year":2005,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Petroleum engineering; Reservoir simulation; Flow (mathematics); Computer science; Geology; Computer simulation; Mechanics; Simulation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004520355,0.0005602745,0.0007392227,0.0007281118,0.0005617882,0.001138309,0.001019625,0.001901449,0.002303615],"category_scores_gemma":[0.001578387,0.0003634014,0.000651861,0.0005487184,0.001018862,0.0005111787,0.0008345438,0.0007032959,0.000176221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113249,"about_ca_system_score_gemma":0.001011899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02148721,"about_ca_topic_score_gemma":0.007058226,"domain_scores_codex":[0.9997793,0.00005512802,0.00001447471,0.00003494518,0.00005154821,0.00006464749],"domain_scores_gemma":[0.9990041,0.0006370001,0.0001068155,0.00004704545,0.0001203892,0.000084705],"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":[0.00002735079,0.00003321768,0.0008783056,0.0000114255,0.000005731807,0.00004635461,0.00001972254,0.9971766,0.0004606878,0.0004493806,0.00004164309,0.0008494681],"study_design_scores_gemma":[0.000004658394,0.00001203518,0.0001220579,0.000001372255,0.000001338697,0.000002561285,0.000005888133,0.9995601,0.0001812833,0.00006196242,0.00004436409,0.000002262396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161797,0.000182943,0.06913899,0.0002603906,0.00007649821,0.0001570874,0.00045681,0.0004850038,0.01306268],"genre_scores_gemma":[0.9924173,0.00004617634,0.005877187,0.00002130663,0.000005033958,0.00007063211,0.0000945235,0.00001513477,0.001452709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02148721,"threshold_uncertainty_score":0.04272425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978442978529263,"score_gpt":0.2560090346353272,"score_spread":0.2362246048500346,"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."}}