{"id":"W2613389432","doi":"10.2118/187466-ms","title":"Effect of Lamination on Interpreting Formation Permeability and Pressure Responses from Wirelilne Formation Testing","year":2017,"lang":"en","type":"article","venue":"","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shell (Canada); University of Regina","funders":"","keywords":"Permeability (electromagnetism); Lamination; Geology; Capillary pressure; Fluid dynamics; Mechanics; Wireline; Relative permeability; Geotechnical engineering; Materials science; Petroleum engineering; Composite material; Engineering; Chemistry; Porous medium; Porosity; Physics; Membrane","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":[0.000586795,0.0003229573,0.000174852,0.0002579422,0.0001696176,0.0003754509,0.0003713001,0.0002842953,0.0006352506],"category_scores_gemma":[0.002314571,0.0002133995,0.0002223788,0.0001820259,0.0003388199,0.0004208525,0.0003123817,0.0002290477,0.00007357274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000398622,"about_ca_system_score_gemma":0.0003184789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002500253,"about_ca_topic_score_gemma":0.004049814,"domain_scores_codex":[0.9997309,0.00006761111,0.00002020454,0.0000434742,0.0001112989,0.00002643571],"domain_scores_gemma":[0.998772,0.0006761983,0.0002702147,0.0001419071,0.0001162553,0.00002341364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008068711,0.0001070792,0.05283666,0.0001725272,0.00004774805,0.000673508,0.0006363851,0.4404903,0.429387,0.0006292138,0.0001643074,0.07404839],"study_design_scores_gemma":[0.00001335607,0.0003150973,0.02172021,0.0000124202,0.00001666145,0.0001746512,0.0001329505,0.7584749,0.218577,0.0001192044,0.0004230598,0.00002052814],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325609,0.00003660538,0.06622841,0.00003018566,0.000007210639,0.00002713257,0.00006175735,0.0004740773,0.0005737359],"genre_scores_gemma":[0.9807865,0.00002016263,0.01899161,0.000006704612,0.000001028043,0.000009780043,0.00003271547,0.00001909507,0.0001324065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002500253,"threshold_uncertainty_score":0.004971385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008620976169930513,"score_gpt":0.2467070585390121,"score_spread":0.2380860823690816,"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."}}