{"id":"W2274134939","doi":"10.2118/178928-pa","title":"Impact of Distance-of-Investigation Calculations on Rate-Transient Analysis of Unconventional Gas and Light-Oil Reservoirs: New Formulations for Linear Flow","year":2015,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Innovates - Technology Futures","keywords":"Mechanics; Compressibility; Volumetric flow rate; Flow (mathematics); Permeability (electromagnetism); Boundary value problem; Compressible flow; Mathematics; Chemistry; Mathematical analysis; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00175352,0.0005688865,0.000617889,0.0006809387,0.000395946,0.001211256,0.001514078,0.0009990589,0.001824391],"category_scores_gemma":[0.005595282,0.0002778871,0.0009270117,0.0004261185,0.0008485237,0.001439455,0.00103489,0.001605764,0.0003019255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112203,"about_ca_system_score_gemma":0.0016358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005632431,"about_ca_topic_score_gemma":0.003800645,"domain_scores_codex":[0.9994648,0.0001897512,0.00004466567,0.00004012069,0.0002089691,0.00005171598],"domain_scores_gemma":[0.9958513,0.002799352,0.0003216014,0.0003641684,0.0005682119,0.00009540361],"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":[0.00008842323,0.0001246974,0.002556535,0.0001586897,0.00002323308,0.000240862,0.0001603944,0.9399132,0.00928767,0.02832225,0.0004172446,0.01870674],"study_design_scores_gemma":[0.000003895517,0.00001345252,0.0001042686,0.000008339628,0.000001717612,0.000009307912,0.00001689507,0.9975069,0.001388704,0.0006854551,0.0002562502,0.000004690518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2657236,0.0006168357,0.7174378,0.0006386018,0.000149848,0.0001750487,0.0002935447,0.00123979,0.01372499],"genre_scores_gemma":[0.8778538,0.0003340119,0.1176303,0.0001112678,0.00003590195,0.0001615083,0.0001676887,0.0005030514,0.003202439],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9943675,"threshold_uncertainty_score":0.0111993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173601606576895,"score_gpt":0.2552284523979103,"score_spread":0.2378682917402208,"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."}}