{"id":"W2603097119","doi":"10.2118/185805-ms","title":"Development of a Parallel Simulator Utilizing Multiple Interacting Continua and Embedded Discrete Fracture Models in Fractured Unconventional Reservoirs","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":"University of Calgary","funders":"Alberta Innovates - Technology Futures","keywords":"Hydraulic fracturing; Tight gas; Petroleum engineering; Reservoir simulation; Unconventional oil; Computer science; Fracture (geology); Simulation; Oil shale; Scale (ratio); Flow (mathematics); Reservoir engineering; Geology; Mechanics; Petroleum; Geotechnical engineering","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":[0.0002920361,0.0004784436,0.0006205752,0.0003921171,0.0005031691,0.0005899424,0.001410675,0.0008945019,0.001830879],"category_scores_gemma":[0.0007269318,0.0003811816,0.000629188,0.0004576544,0.0005244991,0.0005170889,0.0007335393,0.0006626694,0.0002087041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006107658,"about_ca_system_score_gemma":0.001536089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166953,"about_ca_topic_score_gemma":0.00599444,"domain_scores_codex":[0.9999009,0.00002169009,0.000007379203,0.00001536105,0.00003896948,0.00001560914],"domain_scores_gemma":[0.9996666,0.0001275059,0.00003742591,0.00004560624,0.00007905885,0.00004386319],"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":[0.0000166069,0.00003211165,0.001029202,0.00001944447,0.00001384769,0.00006536923,0.00002235708,0.9925104,0.001844779,0.001884326,0.0001563988,0.002405095],"study_design_scores_gemma":[0.000004788542,0.000005091105,0.00004409013,0.000001014819,0.000001341439,0.000003963845,0.000002686188,0.9993206,0.0002791247,0.0001558564,0.0001797461,0.000001760879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4609616,0.0002505371,0.5186913,0.0004620272,0.0001559885,0.0002606928,0.0009896101,0.002483445,0.01574477],"genre_scores_gemma":[0.8721301,0.000189788,0.1235954,0.00005217384,0.00001846515,0.0003284913,0.0004688071,0.0001782557,0.003038563],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01166953,"threshold_uncertainty_score":0.02320319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227156217375156,"score_gpt":0.2713618568812354,"score_spread":0.2486462351437198,"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."}}