{"id":"W2896104414","doi":"10.2118/192029-ms","title":"Relative Permeability Curve Shapes in Coalbed Methane Reservoirs","year":2018,"lang":"en","type":"article","venue":"SPE Asia Pacific Oil and Gas Conference and Exhibition","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Coalbed methane; Permeability (electromagnetism); Relative permeability; Geology; Coal; Petroleum engineering; Coal mining; Soil science; Geotechnical engineering; Porosity; Engineering; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001821433,0.0001222376,0.0001495499,0.00006542276,0.00006481267,0.00004952831,0.00002718379,0.00008596747,0.0001288275],"category_scores_gemma":[0.00003638841,0.0001073012,0.00001774797,0.0001227777,0.0001578989,0.000297613,0.00002507377,0.000118265,0.00001494869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002260909,"about_ca_system_score_gemma":0.00001251834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001203397,"about_ca_topic_score_gemma":0.0006721491,"domain_scores_codex":[0.9993103,0.00004649842,0.0001707842,0.0002137296,0.00008462182,0.0001740835],"domain_scores_gemma":[0.9997309,0.00002875589,0.00002014159,0.00008834069,0.00007174944,0.00006012068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006598817,0.0001708241,0.02626442,0.0009612961,0.00009003781,0.00002975686,0.02943967,0.0003292706,0.05198952,0.01758081,0.001318487,0.8711661],"study_design_scores_gemma":[0.005413238,0.00190333,0.1670721,0.001826529,0.0001423723,0.000105604,0.03869247,0.5519748,0.04787577,0.1591093,0.02336144,0.002523066],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448672,0.0003725375,0.0004530115,0.0008312906,0.00008325697,0.00005937698,0.00001037122,0.00007144635,0.05325153],"genre_scores_gemma":[0.9978749,0.001550402,0.00007619328,0.00001147415,0.00005941811,0.00000979916,0.00002242511,0.000009174198,0.0003862561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.868643,"threshold_uncertainty_score":0.4375615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02453606475776569,"score_gpt":0.2321862813044254,"score_spread":0.2076502165466597,"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."}}