{"id":"W2024097261","doi":"10.2118/1112-0138-jpt","title":"Investigating Liquid Loading in Tight Horizontal Gas Wells","year":2012,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Saturation (graph theory); Submarine pipeline; Multiphase flow; Oil shale; Petroleum engineering; Subsea; Directional drilling; Porosity; Permeability (electromagnetism); Drilling; Geotechnical engineering; Mechanics; Engineering; Chemistry","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":[0.0003670512,0.000429005,0.0003753906,0.0005466705,0.0003669838,0.0007949909,0.0006537096,0.0007805378,0.001098549],"category_scores_gemma":[0.0008749444,0.0002248709,0.0003672298,0.000702165,0.0006005149,0.0009600039,0.0007346538,0.0004215869,0.0001261011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288691,"about_ca_system_score_gemma":0.000658294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01361448,"about_ca_topic_score_gemma":0.01006925,"domain_scores_codex":[0.9996116,0.00006499839,0.00002482309,0.00009032458,0.0001163821,0.00009191725],"domain_scores_gemma":[0.9994376,0.0003072735,0.00008872411,0.00003152013,0.00009398396,0.00004074936],"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":[0.001627591,0.0007159979,0.06597441,0.0003838401,0.00009108944,0.001491333,0.0005556889,0.4474663,0.4455613,0.001279106,0.000542715,0.03431061],"study_design_scores_gemma":[0.0001100654,0.002352673,0.03572255,0.00004942728,0.00006110979,0.0001166766,0.0009783686,0.7266068,0.2318053,0.0008413398,0.00124718,0.000108425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958988,0.00005866904,0.002816337,0.00003445385,0.00000699506,0.00004203025,0.0002175662,0.0001034767,0.0008216477],"genre_scores_gemma":[0.9987363,0.0000442577,0.000878068,0.000009760392,0.000001130731,0.00001782744,0.0001044984,0.000007741898,0.0002004993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01361448,"threshold_uncertainty_score":0.02707046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169744497333306,"score_gpt":0.2527779975618267,"score_spread":0.2410805525884936,"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."}}