{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":20,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":20,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"2e6fee129285","filters":{"venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition"}},"results":[{"id":"W2078338998","doi":"10.2118/147991-ms","title":"Three-Phase Pore-Network Modelling for Mixed-Wet Carbonate Reservoirs","year":2011,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"CMG Reservoir Simulation Foundation","keywords":"Relative permeability; Capillary pressure; Wetting; Petroleum engineering; Permeability (electromagnetism); Residual oil; Saturation (graph theory); Multiphase flow; Porous medium; Porosity; Carbonate; Enhanced oil recovery; Geology; Petroleum reservoir; Network model; Carbonate rock; Reservoir simulation; Flow (mathematics); Materials science; Geotechnical engineering; Mechanics; Composite material; Computer science; Chemistry; Mathematics","authors":[{"name":"Adnan Al-Dhahli","is_ca":false},{"name":"S. Geiger","is_ca":false},{"name":"Marinus Izaak Jan Van Dijke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06669658824637834,"gpt":0.2801123430702693,"spread":0.213415754823891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002804895,0.0004311237,0.0004665269,0.0004735856,0.000295923,0.0005844265,0.0007740341,0.001486281,0.001026377],"category_scores_gemma":[0.0009231895,0.0002657525,0.0005841539,0.0003711927,0.0005646212,0.0005311088,0.0005112384,0.0004799331,0.0001028811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079537,"about_ca_system_score_gemma":0.0007108296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01678901,"about_ca_topic_score_gemma":0.008199271,"domain_scores_codex":[0.9998966,0.0000309848,0.000005680048,0.00001957526,0.00002599332,0.00002105316],"domain_scores_gemma":[0.9994235,0.0003892631,0.00006520543,0.0000260523,0.00006526963,0.00003071196],"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":[0.00000670825,0.000008881259,0.0002971359,0.000006440405,0.000002677774,0.00001820166,0.000005645902,0.998201,0.0008100218,0.0003638316,0.00001100963,0.0002684241],"study_design_scores_gemma":[9.311017e-7,0.000001925124,0.00006244543,5.736603e-7,4.290097e-7,0.000001500078,0.000001576215,0.9996823,0.0001462492,0.00007746383,0.0000236771,8.375262e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8380621,0.0002888559,0.1536151,0.0002276499,0.00002389878,0.00009859595,0.0007332719,0.0002936102,0.006656855],"genre_scores_gemma":[0.9896827,0.0001034847,0.008887941,0.00001211362,0.00000392896,0.00007566011,0.0001388616,0.00002668861,0.001068601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01678901,"threshold_uncertainty_score":0.03338259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035009004","doi":"10.2118/148130-ms","title":"A novel multi-rate dual-porosity model for improved simulation of fractured and multi-porosity reservoirs","year":2011,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"CMG Reservoir Simulation Foundation","keywords":"Porosity; Matrix (chemical analysis); Permeability (electromagnetism); Geology; Fracture (geology); Mechanics; Materials science; Geotechnical engineering; Mineralogy; Composite material; Chemistry; Physics","authors":[{"name":"S. Geiger","is_ca":false},{"name":"Marco Dentz","is_ca":false},{"name":"Insa Neuweiler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07299509060732787,"gpt":0.2799890812955508,"spread":0.2069939906882229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005446323,0.0006626757,0.001144364,0.0007025583,0.0005923929,0.001185504,0.00253728,0.002949788,0.002112331],"category_scores_gemma":[0.001487369,0.0007241861,0.00110398,0.0005515473,0.0008898269,0.0009439911,0.001119857,0.001026274,0.0002828921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197357,"about_ca_system_score_gemma":0.00141405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01775252,"about_ca_topic_score_gemma":0.007321822,"domain_scores_codex":[0.9997738,0.00006382223,0.00001499713,0.00004010324,0.00006286765,0.00004442273],"domain_scores_gemma":[0.9994131,0.0002543076,0.00008795647,0.00003960662,0.0001260045,0.00007897055],"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":[0.00001537658,0.00001759945,0.0002863064,0.000008760967,0.000007066783,0.00003115241,0.000009260772,0.9976914,0.0006459637,0.0007302485,0.00004564532,0.0005112056],"study_design_scores_gemma":[0.000003104528,0.000002765789,0.000022489,0.000001026202,0.000001099389,0.000001851777,0.000001102449,0.9997776,0.00006210749,0.00007381498,0.00005150233,0.000001580731],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3715527,0.0006171814,0.6082528,0.0008425133,0.0001874,0.0002731507,0.0007602361,0.001034606,0.01647936],"genre_scores_gemma":[0.9532597,0.0001853933,0.0419071,0.00007935137,0.00003075685,0.0002608428,0.000229806,0.00009862469,0.003948441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01775252,"threshold_uncertainty_score":0.03529841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2302178357","doi":"10.2118/175573-ms","title":"Development of Parallel Reservoir Simulators on Distributed-memory Supercomputers","year":2015,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Technology Futures; Western Canada Research Grid; CMG Reservoir Simulation Foundation; University of Calgary","keywords":"Computer science; Scalability; Workstation; Distributed memory; Parallel computing; Reservoir simulation; Grid; Visualization; Computational science; Distributed computing; Shared memory; Operating system; Petroleum engineering; Geology","authors":[{"name":"Hui Liu","is_ca":true},{"name":"Kun Wang","is_ca":true},{"name":"Zhangxin Chen","is_ca":true},{"name":"Jia Luo","is_ca":true},{"name":"Shuhong Wu","is_ca":false},{"name":"Baohua Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08582350633821824,"gpt":0.3219461418223741,"spread":0.2361226354841559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008833829,0.000552737,0.0005904698,0.0003605643,0.0004958865,0.0005952814,0.001685863,0.0004472123,0.002406242],"category_scores_gemma":[0.002497006,0.0004935935,0.0005443077,0.000498008,0.0004203542,0.001017004,0.0009274521,0.0009874476,0.0005647224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006383422,"about_ca_system_score_gemma":0.00171942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004739803,"about_ca_topic_score_gemma":0.003971545,"domain_scores_codex":[0.9996351,0.000108539,0.00002341256,0.00004154254,0.0001486574,0.00004286807],"domain_scores_gemma":[0.9988163,0.0003873621,0.00005801398,0.000232042,0.000413028,0.00009336592],"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":[0.0001679292,0.0002183375,0.003394817,0.0001328902,0.00008602484,0.0001729882,0.0001203213,0.9380074,0.02105989,0.008835172,0.00230616,0.02549803],"study_design_scores_gemma":[0.00005260144,0.00004155029,0.00018583,0.000004751258,0.000008478664,0.00001043447,0.00001483031,0.9885815,0.007737904,0.0009743724,0.002381964,0.000005822134],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3013981,0.0003081191,0.6704876,0.0004287359,0.0001952346,0.0006072134,0.0006480939,0.009874571,0.01605234],"genre_scores_gemma":[0.5393561,0.0003653672,0.453611,0.00006673617,0.00002907696,0.000504831,0.001130552,0.0008121458,0.004124216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004739803,"threshold_uncertainty_score":0.009424388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973953846","doi":"10.2118/148338-ms","title":"Impact of Heterogeneous Geomechanical Properties on Coupled Geomechanical-Flow Simulation of SAGD","year":2011,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"CMG Reservoir Simulation Foundation","keywords":"Geomechanics; Reservoir simulation; Petrophysics; Petroleum engineering; Geology; Permeability (electromagnetism); Flow (mathematics); Simulation modeling; Geotechnical engineering; Reservoir engineering; Porosity; Mechanics; Petroleum; Mathematics","authors":[{"name":"Mohammad Mehdi Khajeh","is_ca":true},{"name":"Rick Chalaturnyk","is_ca":true},{"name":"Jeff Boisvert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07765056651757955,"gpt":0.2945136660538168,"spread":0.2168630995362372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005369436,0.0004815265,0.0004400059,0.0004873674,0.0006340285,0.0009669974,0.0005277668,0.0008709581,0.0009180379],"category_scores_gemma":[0.001614399,0.0002978894,0.0006567849,0.0003460657,0.0007517447,0.0004726719,0.0006669714,0.0004591967,0.00006280505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516816,"about_ca_system_score_gemma":0.001505964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1150391,"about_ca_topic_score_gemma":0.05633725,"domain_scores_codex":[0.9997608,0.00006236654,0.00001397073,0.00003370566,0.00006630898,0.00006293072],"domain_scores_gemma":[0.9991636,0.0004644329,0.0000940769,0.0000457765,0.0001537822,0.00007825474],"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":[0.00005367733,0.00005176923,0.006347525,0.00001091758,0.00001301552,0.0000736886,0.00002310477,0.9898899,0.002107243,0.0002786873,0.00002676619,0.001123669],"study_design_scores_gemma":[0.000004833601,0.00002188897,0.001225184,0.000001091513,0.000004564828,0.00000415603,0.0000153972,0.9978822,0.0007628551,0.0000406377,0.00003415146,0.000002992585],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907792,0.00004241554,0.007278623,0.00008114437,0.000008606703,0.00002816125,0.00009496858,0.00007686031,0.001610089],"genre_scores_gemma":[0.9989561,0.00001374707,0.0008304353,0.000007364185,8.002255e-7,0.000005802788,0.00003860802,0.000003835219,0.0001432927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1150391,"threshold_uncertainty_score":0.2287389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028082980","doi":"10.2118/147960-ms","title":"A Procedure for the Configuration of an Inflow Control Device Completion Using Reservoir Modelling and Simulation in the North Amethyst Pool","year":2011,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Husky Energy (Canada)","funders":"Suncor Energy Incorporated","keywords":"Inflow; Petroleum engineering; Completion (oil and gas wells); Nozzle; Wellbore; Environmental science; Marine engineering; Geology; Engineering; Mechanical engineering","authors":[{"name":"Ray‐Shyan Wu","is_ca":true},{"name":"Allison Turpin","is_ca":true},{"name":"Dennis MacDonald","is_ca":true},{"name":"Dion Kavanagh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1060883230961852,"gpt":0.3103537669804225,"spread":0.2042654438842373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006571881,0.0005360089,0.0003714373,0.0003761361,0.0004885109,0.0006396217,0.0007511027,0.0004084732,0.004381222],"category_scores_gemma":[0.001181607,0.0004262188,0.0004078514,0.0001877015,0.0003460967,0.0003549317,0.0006184268,0.0004832298,0.0003401181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008085183,"about_ca_system_score_gemma":0.002044503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027546,"about_ca_topic_score_gemma":0.01312299,"domain_scores_codex":[0.9997721,0.00006412406,0.00001279213,0.00003349008,0.00007864943,0.00003889003],"domain_scores_gemma":[0.9995048,0.0002455443,0.00005346005,0.00007359251,0.00009046925,0.00003214786],"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":[0.000184023,0.00008107609,0.002834505,0.00008987023,0.00001888872,0.0002214102,0.0002148066,0.937376,0.02685899,0.003299198,0.0008206117,0.02800053],"study_design_scores_gemma":[0.00005318558,0.000133309,0.0008994471,0.00001661371,0.00001250484,0.00003706725,0.00005002898,0.973492,0.02048606,0.0005409173,0.004252697,0.00002624722],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2684514,0.00005261806,0.7116916,0.000163542,0.00003107709,0.0005859602,0.0005411117,0.005748041,0.0127347],"genre_scores_gemma":[0.7383636,0.00004481588,0.2571268,0.00002043989,0.000002892665,0.0003952322,0.0003433485,0.0002622743,0.003440675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01027546,"threshold_uncertainty_score":0.02043128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040099664","doi":"10.2118/148040-ms","title":"Three-phase Hydrocarbon Thermodynamic Liquid-Liquid-Vapour Equilibrium in CO2 Process","year":2011,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Hydrocarbon mixtures; Porous medium; Hydrocarbon; Phase (matter); Thermodynamics; Thermodynamic equilibrium; Flash evaporation; Petroleum; Petroleum engineering; Phase equilibrium; Porosity; Chemistry; Geology; Physics; Organic chemistry","authors":[{"name":"Abel Gomes Lins","is_ca":false},{"name":"Long X. Nghiem","is_ca":false},{"name":"Thomas G. Harding","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03945785172078038,"gpt":0.2775569053414997,"spread":0.2380990536207193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000218726,0.000276381,0.0003835354,0.0002964759,0.0004409016,0.0003922076,0.0003816763,0.0004137243,0.00117004],"category_scores_gemma":[0.0005057308,0.000123473,0.0003107239,0.0003300328,0.0003607418,0.0004991702,0.0004023253,0.0002946398,0.0001351087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005949005,"about_ca_system_score_gemma":0.0008786572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007188505,"about_ca_topic_score_gemma":0.004754819,"domain_scores_codex":[0.9999043,0.00001685633,0.000003586601,0.00001086684,0.00004563993,0.00001879544],"domain_scores_gemma":[0.9998477,0.00008094773,0.00001379644,0.00001165733,0.0000346314,0.0000111598],"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":[0.00009955747,0.00009197785,0.002723007,0.0001378082,0.00001795707,0.0003650403,0.00008532414,0.9196331,0.04782646,0.01992684,0.0002655071,0.008827386],"study_design_scores_gemma":[0.000006315682,0.00001609984,0.0002341253,0.000001924316,0.000001809177,0.00001232573,0.000007138038,0.9895214,0.008809314,0.001049327,0.0003370965,0.000003137559],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7606018,0.0004793501,0.2166414,0.0002159693,0.00006213696,0.0001588755,0.0003180537,0.0004234343,0.021099],"genre_scores_gemma":[0.9909176,0.00007665458,0.007453597,0.00001270103,0.000003856153,0.00005805044,0.00007044962,0.0000303918,0.001376635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007188505,"threshold_uncertainty_score":0.01429331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972659409","doi":"10.2118/196676-ms","title":"Improvement of the SAGD Process by Use of Steam-Foam: Design and Assessment of a Pilot Through Reservoir Simulation","year":2019,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Steam injection; Petroleum engineering; Injector; Steam-assisted gravity drainage; Foaming agent; Environmental science; Thermal; Process (computing); Waste management; Oil sands; Process engineering; Materials science; Engineering; Geotechnical engineering; Mechanical engineering","authors":[{"name":"M. Abdul Ghani","is_ca":false},{"name":"Simon Ayache","is_ca":false},{"name":"Guillaume Batôt","is_ca":false},{"name":"Julien Gasser-Dorado","is_ca":false},{"name":"Eric Delamaide","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05655647320390064,"gpt":0.3105642814474644,"spread":0.2540078082435638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004057103,0.0004470569,0.000654284,0.0004025036,0.000376853,0.0005782794,0.0009760244,0.0007915341,0.001630353],"category_scores_gemma":[0.0006826171,0.0003023824,0.0004421449,0.0002564442,0.0003856878,0.0003666549,0.0004499395,0.0004579583,0.0001489879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007953888,"about_ca_system_score_gemma":0.0008651641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01147032,"about_ca_topic_score_gemma":0.007079196,"domain_scores_codex":[0.9998887,0.0000240079,0.00000609344,0.00001337503,0.00003498876,0.00003284424],"domain_scores_gemma":[0.9994623,0.000286805,0.00004781671,0.00003757212,0.0001116737,0.00005396437],"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":[0.0004296944,0.0005257616,0.004203685,0.0002129264,0.0000275745,0.0002365182,0.00008294512,0.9490138,0.03388879,0.0005058817,0.000206792,0.01066567],"study_design_scores_gemma":[0.00004354643,0.0005250284,0.0006700534,0.000005885,0.00001403313,0.0000112198,0.00003504678,0.9864151,0.01188903,0.00005732789,0.0003242644,0.000009510386],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812734,0.0001272296,0.01494804,0.00006588447,0.00001383555,0.000136988,0.0001817455,0.0002384177,0.003014465],"genre_scores_gemma":[0.9937444,0.00005367289,0.005551839,0.000005146357,9.89852e-7,0.00005543397,0.0000665058,0.00001414056,0.0005078868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01147032,"threshold_uncertainty_score":0.02280712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611608338","doi":"10.2118/186080-ms","title":"Determination of Three-Phase Relative Permeability in CHOPS Processes by Use of an Improved Iterative Ensemble Smoother","year":2017,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Relative permeability; Permeability (electromagnetism); Wormhole; Petroleum engineering; Computer science; Mechanics; Environmental science; Biological system; Geology; Geotechnical engineering; Chemistry; Physics; Porosity","authors":[{"name":"Zhaoqi Fan","is_ca":true},{"name":"Daoyong Yang","is_ca":true},{"name":"Xiaoli Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05961874770334055,"gpt":0.3294560628796354,"spread":0.2698373151762948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001388408,0.0006234756,0.0006762446,0.0006367876,0.0003305688,0.0005205245,0.0011165,0.0006367204,0.000606979],"category_scores_gemma":[0.003617156,0.0003174537,0.0007542637,0.0003344609,0.0005583378,0.001079642,0.001104592,0.001130116,0.0001568606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003969824,"about_ca_system_score_gemma":0.0009245781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004560506,"about_ca_topic_score_gemma":0.003546867,"domain_scores_codex":[0.9995426,0.0001273488,0.00003094445,0.00008951367,0.0001628556,0.00004674523],"domain_scores_gemma":[0.9984682,0.000745282,0.0001793292,0.0002629439,0.0002883558,0.00005574637],"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":[0.0001124438,0.0000666658,0.004103712,0.0000653821,0.00007058496,0.00007930967,0.0001379248,0.916773,0.02782604,0.006772213,0.0002245915,0.04376809],"study_design_scores_gemma":[0.000001496143,0.000005042703,0.0001203891,8.063025e-7,0.000001354118,0.000002773136,0.000002720168,0.9983293,0.001187608,0.0002927617,0.00005311778,0.000002528659],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05431324,0.00003142031,0.9447023,0.00003843289,0.00000929604,0.00002149462,0.00002487159,0.0004165535,0.0004423334],"genre_scores_gemma":[0.7279192,0.00005090725,0.2711058,0.00003185658,0.00001556852,0.00008449727,0.0001202668,0.0001315278,0.0005404794],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004560506,"threshold_uncertainty_score":0.009067893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611707793","doi":"10.2118/186012-ms","title":"Estimation of Three-Phase Relative Permeabilities for A WAG Process Using An Improved Ensemble Randomized Maximum Likelihood Algorithm","year":2017,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Algorithm; Covariance; Monte Carlo method; Nonlinear system; Computer science; Mathematical optimization; Matching (statistics); Inverse; Reservoir simulation; Mathematics; Statistics; Engineering","authors":[{"name":"Zhaoqi Fan","is_ca":true},{"name":"Yin Zhang","is_ca":false},{"name":"Daoyong Yang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05595574267436488,"gpt":0.3455651242256362,"spread":0.2896093815512714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001229539,0.0007848088,0.000916971,0.000706976,0.000426785,0.0006806701,0.001503328,0.001112594,0.001301518],"category_scores_gemma":[0.003029116,0.0005005426,0.0007463845,0.0004859322,0.0005328676,0.001192702,0.0008076017,0.0009682526,0.0003847573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005162684,"about_ca_system_score_gemma":0.00113812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003695524,"about_ca_topic_score_gemma":0.003239504,"domain_scores_codex":[0.9995686,0.0001482037,0.00002483121,0.0001087586,0.0001149305,0.00003463785],"domain_scores_gemma":[0.9988933,0.0006342147,0.0001608724,0.00009921713,0.0001748724,0.00003753323],"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":[0.00009314984,0.00005094692,0.001408593,0.00005590934,0.00004173848,0.00006496919,0.00004674078,0.9175207,0.008137244,0.00303895,0.0003176768,0.06922342],"study_design_scores_gemma":[0.000002851464,0.000003581377,0.0000477135,8.003175e-7,0.000001144812,0.000003348484,0.000001092746,0.9992101,0.0004576708,0.0002212941,0.00004846705,0.000001972302],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01186572,0.00006372661,0.9873657,0.00004027095,0.000005344198,0.00001961678,0.00001677949,0.0003724594,0.0002502464],"genre_scores_gemma":[0.3318639,0.00009334879,0.6663905,0.00007522241,0.00002474894,0.0002020708,0.0001816826,0.0001466633,0.001021887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003695524,"threshold_uncertainty_score":0.007348001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2210266748","doi":"10.2118/148104-ms","title":"Improving Reservoir Characterisation and Simulation with Near Wellbore Modeling","year":2011,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"CMG Reservoir Simulation Foundation","keywords":"Reservoir modeling; Reservoir simulation; Workflow; Calibration; Scale (ratio); Wellbore; Scaling; Field (mathematics); Petroleum engineering; Well logging; Computational science; Geology; Computer science","authors":[{"name":"V.. Chandra","is_ca":false},{"name":"Hamidreza Hamdi","is_ca":false},{"name":"Patrick William Michael Corbett","is_ca":false},{"name":"S. Geiger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05340710859888802,"gpt":0.2683258777162201,"spread":0.214918769117332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005607375,0.0004786772,0.0006169031,0.0003808157,0.0002512483,0.001104145,0.0007925979,0.0005546308,0.001698786],"category_scores_gemma":[0.001580496,0.0003598587,0.0004850169,0.0004066266,0.0003211419,0.001091902,0.0007963474,0.0004736635,0.0002711799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006410562,"about_ca_system_score_gemma":0.001145489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193297,"about_ca_topic_score_gemma":0.01202938,"domain_scores_codex":[0.9997703,0.00007118564,0.00002140497,0.00005043256,0.0000554269,0.00003114405],"domain_scores_gemma":[0.9995084,0.0001956084,0.00005816163,0.0001260922,0.00007878173,0.00003300431],"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":[0.00001833732,0.00002892716,0.003465997,0.0000155764,0.00001102736,0.00002870506,0.00003266861,0.9854038,0.004042164,0.0007942107,0.000115146,0.006043348],"study_design_scores_gemma":[0.000002351873,0.000004595795,0.0001980429,0.000001359814,0.000001060796,0.000002873047,0.000005771932,0.998626,0.0008307082,0.0001697345,0.0001549356,0.000002625762],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4814669,0.00008895081,0.5102427,0.0001833024,0.00003633715,0.00008890578,0.0006017381,0.001965395,0.005325805],"genre_scores_gemma":[0.8984164,0.00004406366,0.1001581,0.00001942596,0.000004586139,0.00007265598,0.0002749523,0.0001208442,0.0008889967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01193297,"threshold_uncertainty_score":0.023727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2322116606","doi":"10.2118/175591-ms","title":"A New Coupled Axial-Radial Productivity Model for Horizontal Wells with Application to High Order Numerical Modeling","year":2015,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Inflow; Discretization; Piecewise linear function; Piecewise; Finite difference method; Flow (mathematics); Logarithm; Finite difference; Finite volume method; Mechanics; Numerical analysis; Mathematics; Applied mathematics; Mathematical analysis; Geometry; Physics","authors":[{"name":"Jie Cao","is_ca":true},{"name":"Lesley James","is_ca":true},{"name":"Thormod E. Johansen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04326962372617002,"gpt":0.2856435879097922,"spread":0.2423739641836222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006187547,0.0007096768,0.0008053918,0.0006713824,0.0006219521,0.001398325,0.001839099,0.001628774,0.002246587],"category_scores_gemma":[0.001020937,0.0005303164,0.0009449134,0.0007091833,0.0009812883,0.001169039,0.001003167,0.001075894,0.0003740519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371691,"about_ca_system_score_gemma":0.001657247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01352963,"about_ca_topic_score_gemma":0.008209255,"domain_scores_codex":[0.9996513,0.00008065945,0.0000191337,0.00006341317,0.0001443799,0.00004095465],"domain_scores_gemma":[0.9996198,0.0001477225,0.00006858698,0.00002790133,0.0001063645,0.00002946585],"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":[0.000008222893,0.00001287119,0.0002556726,0.00002181583,0.000006142783,0.00003899833,0.00002281788,0.9904889,0.001282742,0.005811543,0.0001018602,0.001948341],"study_design_scores_gemma":[0.000001358823,0.000003487952,0.000025695,0.000001392288,0.000001287591,0.000003764056,0.000002012993,0.9993048,0.00009738051,0.0004106306,0.0001464909,0.000001652041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03984366,0.0003337116,0.9478021,0.0002523052,0.00006479221,0.00009889532,0.0002069694,0.0003025905,0.01109492],"genre_scores_gemma":[0.8785027,0.0006548206,0.0979159,0.000105135,0.00006000719,0.0004459913,0.0002551961,0.00013546,0.0219247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01352963,"threshold_uncertainty_score":0.02690178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611177356","doi":"10.2118/186014-ms","title":"Adaptive Approach For Heavy Oil Reservoir Description And Simulation","year":2017,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Optech (Canada)","funders":"","keywords":"Computer science; Reservoir simulation; Parametric statistics; Reservoir engineering; Mathematical optimization; Construct (python library); Mathematical model; Basis (linear algebra); Petroleum engineering; Applied mathematics; Geology; Mathematics; Petroleum; Statistics","authors":[{"name":"Stanislav Ursegov","is_ca":true},{"name":"Armen Zakharian","is_ca":false},{"name":"Evgenii Taraskin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0919803073311795,"gpt":0.3142731238029634,"spread":0.2222928164717839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003591027,0.0005134774,0.0006309018,0.000574664,0.0003971455,0.0007697821,0.00122378,0.0009203219,0.002316349],"category_scores_gemma":[0.0009588457,0.0003456856,0.0009678712,0.0004245348,0.0004836153,0.0007051327,0.0008588736,0.001014193,0.0002997189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006874783,"about_ca_system_score_gemma":0.0006754143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008598857,"about_ca_topic_score_gemma":0.003846952,"domain_scores_codex":[0.9997599,0.00008203448,0.00001836422,0.000049628,0.00006565469,0.00002448311],"domain_scores_gemma":[0.9997094,0.0001230816,0.00003672597,0.00002450888,0.00008626905,0.00001992281],"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":[0.00001566355,0.00001171918,0.0005388354,0.00002670173,0.00001733181,0.00006898375,0.00003710196,0.9832979,0.001141903,0.008930997,0.0001849943,0.005727815],"study_design_scores_gemma":[9.760464e-7,0.000002870383,0.00002511116,0.00000108152,0.00000137405,0.000003203533,0.000002412683,0.9987013,0.00007390844,0.0009829941,0.0002033991,0.000001351687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02506246,0.0001850425,0.970607,0.0001524347,0.00003474741,0.00003919176,0.0001185669,0.0002704322,0.003530079],"genre_scores_gemma":[0.8329828,0.0003481824,0.1590313,0.00007727699,0.00006487968,0.0003834765,0.0003081356,0.0001470364,0.006656982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008598857,"threshold_uncertainty_score":0.01709765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006429326","doi":"10.2118/145679-ms","title":"Multi-Million Cell SAGD Models - Opportunity For Detailed Field Analysis","year":2011,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Steam-assisted gravity drainage; Steam injection; Petroleum engineering; Oil sands; Reservoir simulation; Oil field; Enhanced oil recovery; Process (computing); Oil production; Field (mathematics); Asphalt; Environmental science; Geology; Computer science","authors":[{"name":"Farrukh Akram","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1156860976292535,"gpt":0.3006434457351431,"spread":0.1849573481058896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007471916,0.0006497988,0.0008956779,0.0006532873,0.000638731,0.001321197,0.001719624,0.001901905,0.006405632],"category_scores_gemma":[0.002375254,0.0006525454,0.001064652,0.0007297776,0.0007658508,0.001047746,0.001024072,0.00124744,0.0007262522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103532,"about_ca_system_score_gemma":0.001278879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02975421,"about_ca_topic_score_gemma":0.01702823,"domain_scores_codex":[0.9998392,0.00005272994,0.000009489112,0.00002019964,0.00004651608,0.00003181567],"domain_scores_gemma":[0.9985766,0.000837889,0.0001049003,0.0001545581,0.0002458285,0.00008023174],"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":[0.00001486023,0.00002568334,0.0008501271,0.0000158104,0.00001143651,0.00002092009,0.00001223045,0.9947107,0.0002278327,0.001978891,0.0003565431,0.001775073],"study_design_scores_gemma":[0.000003843649,0.000003235948,0.00006477287,0.000002275724,0.000001632092,0.000002720195,0.000005963343,0.9988974,0.00004235938,0.0006084559,0.0003649336,0.000002371834],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2890331,0.0007773716,0.6506183,0.00171667,0.0003040383,0.0003778835,0.004127425,0.004612803,0.04843245],"genre_scores_gemma":[0.8465726,0.0003860168,0.1428856,0.0003016874,0.00006834263,0.0004786886,0.001887437,0.0005414316,0.006878091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02975421,"threshold_uncertainty_score":0.05916208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610559685","doi":"10.2118/186064-ms","title":"A New Permeability Anisotropy Characterization Approach for Heterogeneous Reservoir","year":2017,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Permeability (electromagnetism); Geology; Anisotropy; Reservoir simulation; Relative permeability; Reservoir modeling; Bedding; Petrology; Geotechnical engineering; Soil science; Petroleum engineering; Porosity; Chemistry; Optics","authors":[{"name":"Jianhua Huang","is_ca":false},{"name":"Bencheng Wang","is_ca":false},{"name":"H.. Chen","is_ca":false},{"name":"S.. Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06048575709701268,"gpt":0.3034693455862711,"spread":0.2429835884892585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005475382,0.0006463527,0.0004761506,0.00232227,0.0003448804,0.001129168,0.0007943235,0.0004422752,0.001503999],"category_scores_gemma":[0.001482997,0.0003570605,0.000838322,0.00101367,0.0003736677,0.001243635,0.0007443868,0.0006109165,0.0002621341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007441315,"about_ca_system_score_gemma":0.0006498487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006862481,"about_ca_topic_score_gemma":0.004235795,"domain_scores_codex":[0.9995589,0.00007385819,0.00003541066,0.00008947801,0.0001858394,0.0000564742],"domain_scores_gemma":[0.9993635,0.0001479708,0.000126171,0.0000831181,0.0002430604,0.00003626177],"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":[0.0001187496,0.00009331878,0.007198134,0.0002066623,0.00009221487,0.0002598262,0.0001868799,0.6765476,0.05875501,0.01908108,0.001639196,0.2358212],"study_design_scores_gemma":[0.00000232997,0.000008918299,0.0005582129,0.000003971812,0.000008531808,0.00002693566,0.00001545767,0.9941415,0.003184145,0.001442691,0.0005979764,0.000009249027],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02636891,0.0001094321,0.9710008,0.00005224187,0.00001214534,0.00004055453,0.0001309527,0.0007516819,0.001533324],"genre_scores_gemma":[0.7044735,0.0002360607,0.2927703,0.00003941203,0.00003132229,0.0001013923,0.0004303978,0.00024577,0.00167185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006862481,"threshold_uncertainty_score":0.01364511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972442109","doi":"10.2118/196644-ms","title":"Assessment of H2S Production Risks in Heterogeneous Reservoirs Using Laboratory-Calibrated Compositional Thermal Reactive Simulations","year":2019,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Steam injection; Thermal; Oil production; Environmental science; Chemical reaction; Oil sands; Enhanced oil recovery; Chemical composition; Chemistry; Materials science; Geology; Thermodynamics","authors":[{"name":"Julien Gasser-Dorado","is_ca":false},{"name":"Simon Ayache","is_ca":false},{"name":"Violaine Lamoureux-Var","is_ca":false},{"name":"Christophe Preux","is_ca":false},{"name":"Pauline Michel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0437153624960051,"gpt":0.3049118661479224,"spread":0.2611965036519173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003728786,0.0005943086,0.0004784477,0.0004615935,0.0004020986,0.000616754,0.0007596297,0.0008305625,0.001180038],"category_scores_gemma":[0.0009696023,0.000264532,0.000600167,0.0004285639,0.0005024648,0.0006061436,0.0005023523,0.0004605146,0.00009270005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532497,"about_ca_system_score_gemma":0.0008828431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04558054,"about_ca_topic_score_gemma":0.01980683,"domain_scores_codex":[0.9998863,0.00002801589,0.000007954376,0.00002289787,0.00002538358,0.0000294398],"domain_scores_gemma":[0.9995503,0.0002398523,0.00005200871,0.00003719608,0.00008306476,0.00003766408],"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":[0.00005455896,0.00004947574,0.00379411,0.00001785479,0.00001408866,0.00004774013,0.00001078785,0.9917452,0.003131167,0.000247734,0.00004382882,0.0008434099],"study_design_scores_gemma":[0.00001178093,0.00002840625,0.001047209,0.000001381914,0.000003879349,0.000003237273,0.00001701842,0.9976277,0.001144881,0.00006988261,0.00003986563,0.000004788835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924396,0.00004374188,0.004440293,0.00006909618,0.000006545685,0.00003386648,0.0003995806,0.00009757838,0.002469695],"genre_scores_gemma":[0.9986113,0.00001701038,0.001044977,0.000007063653,0.000001364915,0.0000147836,0.0001167596,0.00000823229,0.0001784454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04558054,"threshold_uncertainty_score":0.09063047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610452571","doi":"10.2118/186083-ms","title":"Highly Accurate Simulation of Frontal Instabilities at Extremely Large Mobility Contrasts in Solvent-Based Oil Recovery","year":2017,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Saskatchewan Research Council (Canada); University of Regina","funders":"Mitacs","keywords":"Viscous fingering; Solvent; Viscosity; Displacement (psychology); Péclet number; Mechanics; Instability; Materials science; Mass transfer; Flow (mathematics); Chemistry; Composite material; Physics","authors":[{"name":"Qingwang Yuan","is_ca":true},{"name":"Jinjie Wang","is_ca":false},{"name":"Shanshan Yao","is_ca":true},{"name":"Fanhua Zeng","is_ca":true},{"name":"Kelvin D. Knorr","is_ca":true},{"name":"Muhammad Imran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03569517655874809,"gpt":0.283191026540569,"spread":0.2474958499818209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002736765,0.0003173974,0.0004127952,0.0002798073,0.0003460205,0.0004466986,0.0005295062,0.0007499697,0.001142102],"category_scores_gemma":[0.0006713133,0.0002132195,0.0003098882,0.0003017871,0.0004106608,0.0004535035,0.000328645,0.0004163611,0.0001118244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000653377,"about_ca_system_score_gemma":0.0008910631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00866112,"about_ca_topic_score_gemma":0.005474721,"domain_scores_codex":[0.9999083,0.00001739186,0.000005378117,0.000009187366,0.00002859828,0.0000311515],"domain_scores_gemma":[0.9997066,0.0001609041,0.00003930821,0.00002766385,0.00004412752,0.00002141177],"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":[0.00008500801,0.0000920461,0.001451953,0.00005168581,0.00001328521,0.0001598348,0.00007037431,0.9653842,0.02718796,0.002677186,0.0001559617,0.002670453],"study_design_scores_gemma":[0.000005408955,0.0000121431,0.0000983873,0.000001343807,0.000001026769,0.00000287197,0.00000472775,0.9976597,0.002066715,0.00007128814,0.00007383782,0.000002416774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522088,0.0001720303,0.04097412,0.0002051724,0.00003012394,0.00004943844,0.0002024534,0.0002587682,0.005899269],"genre_scores_gemma":[0.9896742,0.00007363236,0.009187672,0.00001556861,0.000003507263,0.0000384276,0.00006464113,0.00002054433,0.0009217376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00866112,"threshold_uncertainty_score":0.01722139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610781674","doi":"10.2118/186067-ms","title":"Two Phase Flow Coupled to Geomechanics with Dual Porosity Model: Simulating Fractured Reservoirs by Finite Element Method","year":2017,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Petro Geotech (Canada)","funders":"","keywords":"Geomechanics; Finite element method; Porosity; Mechanics; Geology; Saturation (graph theory); Displacement (psychology); Galerkin method; Geotechnical engineering; Materials science; Mathematics; Structural engineering; Engineering; Physics","authors":[{"name":"Yarlong Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0277640607680653,"gpt":0.3079577792266443,"spread":0.280193718458579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003049402,0.0004285188,0.0007535252,0.0005594392,0.000364854,0.0007129353,0.00118528,0.001827594,0.001731786],"category_scores_gemma":[0.0008266584,0.0004554051,0.0006232796,0.0004214582,0.0008320121,0.0005961964,0.0007269443,0.0006150353,0.0001670628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006490815,"about_ca_system_score_gemma":0.0009940459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01048809,"about_ca_topic_score_gemma":0.004481536,"domain_scores_codex":[0.9998245,0.000052061,0.00001086867,0.00002627225,0.00005510307,0.00003130774],"domain_scores_gemma":[0.9996411,0.0001865104,0.00004710432,0.00002814421,0.00006688033,0.00003032271],"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":[0.00001493058,0.00002741932,0.0003858793,0.00001454258,0.00000738979,0.00003924402,0.00001958244,0.9949739,0.002251804,0.001160486,0.00003797865,0.001066803],"study_design_scores_gemma":[0.000002357907,0.000003667081,0.00003299911,0.000001047993,7.470168e-7,0.00000284674,0.000002373775,0.9995936,0.0002083038,0.00009910335,0.00005143234,0.000001538023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.46933,0.000215021,0.5197318,0.0002807144,0.00006696386,0.0001461447,0.0003506714,0.0005859631,0.009292744],"genre_scores_gemma":[0.9480819,0.0001081508,0.04714719,0.00003398942,0.00001177056,0.0001982607,0.0001270217,0.00005280559,0.004238962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01048809,"threshold_uncertainty_score":0.02085412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611617823","doi":"10.2118/186047-ms","title":"Multiscale Adapted Time-Splitting Technique for Nonisothermal Two-Phase Flow and Nanoparticles Transport in Heterogenous Porous Media","year":2017,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"Effat University","keywords":"Porous medium; Nanoparticle; Saturation (graph theory); Materials science; Permeability (electromagnetism); Porosity; Mechanics; Relative permeability; Two-phase flow; Flow (mathematics); Thermodynamics; Nanotechnology; Mathematics; Chemistry; Physics; Composite material","authors":[{"name":"Mohamed F. El‐Amin","is_ca":false},{"name":"Jisheng Kou","is_ca":false},{"name":"Shuyu Sun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04381951313892115,"gpt":0.3066013789014329,"spread":0.2627818657625117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002671622,0.0003946249,0.0003567021,0.000312558,0.0002243002,0.0003371978,0.0006011208,0.00066246,0.0006516991],"category_scores_gemma":[0.0004115573,0.0001563042,0.0005022498,0.000178008,0.0006994418,0.0004808057,0.0005154153,0.0004956753,0.00007416551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004732192,"about_ca_system_score_gemma":0.0004588018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002766055,"about_ca_topic_score_gemma":0.001213197,"domain_scores_codex":[0.9999142,0.00002672169,0.000004228928,0.00001548944,0.00002795792,0.00001141839],"domain_scores_gemma":[0.9998441,0.00006256851,0.00003232826,0.00001458792,0.00003221273,0.00001426237],"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":[0.00008899244,0.00008737911,0.001314723,0.0001545532,0.00004256081,0.0003817829,0.0001484847,0.7937543,0.1257812,0.0646835,0.0003043985,0.01325803],"study_design_scores_gemma":[0.000003628901,0.000009257062,0.00005080563,0.000001090654,0.000001398122,0.00001297666,0.000003344918,0.9974439,0.001233595,0.001090372,0.0001477356,0.000001883642],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1555686,0.0003827826,0.8403882,0.0002467039,0.00007568056,0.0000474511,0.0000534544,0.0001106022,0.003126489],"genre_scores_gemma":[0.8714256,0.0002751653,0.1252517,0.00004784636,0.00003229601,0.000108672,0.00004920123,0.00002638353,0.002783254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002766055,"threshold_uncertainty_score":0.005499959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611601775","doi":"10.2118/186041-ms","title":"Coupled Fluid Flow to Geomechanics in Fractued Reservoir: Governing Equation, Geomechanics Parameters and Numerical Method","year":2017,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Petro Geotech (Canada)","funders":"","keywords":"Geomechanics; Poromechanics; Permeability (electromagnetism); Hydraulic fracturing; Geology; Porosity; Geotechnical engineering; Fluid dynamics; Porous medium; Fracture (geology); Petroleum engineering; Mechanics","authors":[{"name":"Yarlong Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03743904501413155,"gpt":0.2884427400316432,"spread":0.2510036950175116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000578022,0.0005993153,0.0007088498,0.0006435215,0.0004369265,0.0009021538,0.001223351,0.001612224,0.002880479],"category_scores_gemma":[0.001360509,0.0004204507,0.0006550957,0.0005059395,0.001189921,0.0007947871,0.001316314,0.001050149,0.0003714911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009125998,"about_ca_system_score_gemma":0.001048183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007677963,"about_ca_topic_score_gemma":0.004021327,"domain_scores_codex":[0.9997427,0.00009704818,0.00001420616,0.0000452181,0.00007858571,0.00002229383],"domain_scores_gemma":[0.9995915,0.0002133716,0.00005885504,0.00002798923,0.0000892224,0.00001896675],"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":[0.00004111024,0.00008096251,0.001299203,0.0001425914,0.00002042065,0.0002004577,0.0000813328,0.9506984,0.01021865,0.02576024,0.0004462403,0.01101047],"study_design_scores_gemma":[0.000004247373,0.000009057071,0.0001180822,0.000004432714,0.00000166228,0.0000142249,0.000005993116,0.9981359,0.0004114107,0.0008676491,0.0004235266,0.000003791729],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0647888,0.0006976784,0.9211918,0.0004319472,0.0001282655,0.0002262355,0.000252719,0.0002817806,0.01200078],"genre_scores_gemma":[0.8320193,0.0007979218,0.1391838,0.0001750139,0.0001070266,0.0007273619,0.0002778827,0.0001699543,0.02654178],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007677963,"threshold_uncertainty_score":0.01526654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001921691","doi":"10.2118/145698-ms","title":"The Characterisation of Heavy Oils and Tar-Bitumen Deposits - Southern Iraq Oilfields","year":2011,"lang":"en","type":"article","venue":"SPE Reservoir Characterisation and Simulation Conference and Exhibition","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Asphalt; Oil sands; Geology; Deposition (geology); Asphaltene; Source rock; Lithology; Cretaceous; Hydrocarbon; Petroleum engineering; Geochemistry; tar (computing); Structural basin; Materials science; Geomorphology; Paleontology; Chemistry; Composite material","authors":[{"name":"Abdullah A. Ali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03902575128288253,"gpt":0.256977786893861,"spread":0.2179520356109785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001365496,0.0002331287,0.0001571673,0.00140098,0.0004117945,0.0003290611,0.0001982757,0.0001718068,0.0006767794],"category_scores_gemma":[0.0001536197,0.000114063,0.0001441845,0.001037435,0.0002501992,0.0002041259,0.0002302552,0.0001078347,0.0002264553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004720906,"about_ca_system_score_gemma":0.0003957038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04981754,"about_ca_topic_score_gemma":0.07453047,"domain_scores_codex":[0.9999427,0.000005014453,0.000004112851,0.00001027254,0.00001973019,0.00001811912],"domain_scores_gemma":[0.9999197,0.00001028344,0.00002050447,0.000004409719,0.00003495213,0.00001026852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002813364,0.0001029559,0.7763961,0.00009132802,0.00004189364,0.001915962,0.001973354,0.006379392,0.1802032,0.0003550167,0.000228355,0.03203116],"study_design_scores_gemma":[0.00001262459,0.00008247064,0.9673701,0.00001228965,0.00001900743,0.0003468321,0.001627654,0.005930715,0.02212179,0.00005632264,0.002413202,0.000007035581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991947,0.00003416951,0.000169267,0.000008096227,7.654028e-7,0.000005829698,0.0001170582,0.000005137223,0.0004649893],"genre_scores_gemma":[0.9988379,0.00005469234,0.000384876,0.000004499022,0.000001235909,0.000004472455,0.0001501219,0.000003227499,0.0005590466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04981754,"threshold_uncertainty_score":0.09905511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}