{"id":"W2750616206","doi":"10.2118/186092-pa","title":"Rate Dependence of Bilinear Flow in Unconventional Gas Reservoirs","year":2017,"lang":"en","type":"article","venue":"SPE Reservoir Evaluation & Engineering","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bilinear interpolation; Flow (mathematics); Mechanics; Volumetric flow rate; Thermal diffusivity; Fracture (geology); Transient (computer programming); Mathematics; Applied mathematics; Geology; Geotechnical engineering; Thermodynamics; Computer science; Physics; Statistics","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":[0.000642185,0.0004241465,0.0003221351,0.0005151719,0.0002358013,0.0006050962,0.000618383,0.0005490588,0.0007544804],"category_scores_gemma":[0.002729129,0.0002372814,0.0004346846,0.0003535815,0.0005723428,0.0009879124,0.0006366018,0.0005667679,0.0001041099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006259734,"about_ca_system_score_gemma":0.0005056011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00499645,"about_ca_topic_score_gemma":0.001718805,"domain_scores_codex":[0.9997637,0.00005326146,0.00002110387,0.00004462703,0.00006421017,0.00005311577],"domain_scores_gemma":[0.9989954,0.0004956549,0.0001949808,0.0001035837,0.0001716689,0.00003869162],"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":[0.0001760079,0.0001199849,0.01570608,0.00009265507,0.0000176594,0.0003230266,0.0002396152,0.9257719,0.03806806,0.005457505,0.0001945495,0.01383296],"study_design_scores_gemma":[0.000003515434,0.00002267235,0.0006553199,0.000003534562,0.00000177714,0.00002117259,0.00001113997,0.9907138,0.007904024,0.0005314398,0.0001237071,0.000007826871],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9129047,0.0001336009,0.08348762,0.0001053243,0.00003116528,0.00004808829,0.0001232764,0.00042735,0.002738921],"genre_scores_gemma":[0.9962166,0.00002681599,0.003353805,0.000006475419,0.00000157728,0.00001228519,0.00003990618,0.00001838516,0.0003240532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00499645,"threshold_uncertainty_score":0.009934723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02857995753161902,"score_gpt":0.2863028832764185,"score_spread":0.2577229257447994,"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."}}