{"id":"W2021705368","doi":"10.2523/iptc-11333-ms","title":"Spatial Variation Of San Juan Basin Fruitland Coalbed Methane Pressure Dependent Permeability: Magnitude And Functional Form","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Infill; Coalbed methane; Permeability (electromagnetism); Structural basin; Geology; Drilling; Petroleum engineering; Outcrop; Hydrology (agriculture); Coal; Coal mining; Mining engineering; Geotechnical engineering; Geomorphology; Engineering","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":[0.0003120039,0.0001505979,0.0002245816,0.0005328614,0.00003565561,0.00002579151,0.0002109789,0.0002162463,0.0004078673],"category_scores_gemma":[0.0001302521,0.0001473772,0.0000522289,0.000160279,0.0001226691,0.0001558958,0.00007325938,0.0002503648,0.00000984198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005506221,"about_ca_system_score_gemma":0.00003649644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001485674,"about_ca_topic_score_gemma":0.001389748,"domain_scores_codex":[0.9988449,0.0000180709,0.0003747071,0.0002352476,0.0003470775,0.0001799562],"domain_scores_gemma":[0.9993442,0.00007071336,0.00009263778,0.000191323,0.0002445702,0.00005655092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000744868,0.000690662,0.3398725,0.0003373165,0.003789265,0.00006331188,0.001578256,0.04599141,0.4883771,0.06272613,0.0003771239,0.05545205],"study_design_scores_gemma":[0.002704695,0.0002082815,0.3013103,0.00006768593,0.0002621352,0.00007066396,0.0006822374,0.6048564,0.07001423,0.01349004,0.005726065,0.0006072765],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7306096,0.0001053943,0.263691,0.0009232791,0.0003543294,0.00009749723,0.00003833059,0.0002061998,0.003974339],"genre_scores_gemma":[0.9989141,0.00005438823,0.0005791849,0.00002418565,0.00006768523,0.00001795094,0.00005829377,0.00001296065,0.0002712709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.558865,"threshold_uncertainty_score":0.6009867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119145880756827,"score_gpt":0.2282165980574516,"score_spread":0.2170251392498833,"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."}}