{"id":"W4251895859","doi":"10.2523/65510-ms","title":"Sand Production Prediction for Horizontal Wells in Gas Storage Reservoirs","year":2000,"lang":"en","type":"article","venue":"","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Production (economics); Geology; Environmental science; Petrology; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001697306,0.0006223444,0.0005479018,0.0005882986,0.0003837534,0.0007114896,0.0003929401,0.000730462,0.002595588],"category_scores_gemma":[0.0008792115,0.0004132915,0.0006159287,0.0007846234,0.00016645,0.0007176262,0.0003060703,0.0003656304,0.000550264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110207,"about_ca_system_score_gemma":0.001035589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07109105,"about_ca_topic_score_gemma":0.05496534,"domain_scores_codex":[0.9998854,0.00001235878,0.000006481119,0.00003618572,0.00003687715,0.0000227674],"domain_scores_gemma":[0.999692,0.0001551415,0.00003766209,0.00001245354,0.00007803656,0.00002470577],"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":[0.0002782969,0.00005741173,0.03072452,0.000076432,0.00002773292,0.0001828282,0.00002958483,0.9452841,0.003234118,0.0003736981,0.00203825,0.01769301],"study_design_scores_gemma":[0.000007472881,0.00002307088,0.004713994,0.000004819474,0.000006591349,0.000006659411,0.00002462651,0.992871,0.001968063,0.0002093839,0.0001573439,0.000006996816],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565436,0.0002640036,0.02855474,0.0003568531,0.00003554825,0.00006873802,0.004847078,0.001469313,0.007860141],"genre_scores_gemma":[0.9940315,0.00008066848,0.00305208,0.000005515672,0.00000399433,0.0000183317,0.001305126,0.00002886491,0.001473899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07109105,"threshold_uncertainty_score":0.1413545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006373889371926081,"score_gpt":0.2016964546090703,"score_spread":0.1953225652371442,"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."}}