{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":810,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":810,"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":"96f4f1f7a0e4","filters":{"venue":"SPE Annual Technical Conference and Exhibition"}},"results":[{"id":"W1983991449","doi":"10.2118/133456-ms","title":"Thirty Years of Gas Shale Fracturing: What Have We Learned?","year":2010,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":718,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apache (Canada)","funders":"","keywords":"Oil shale; Petroleum engineering; Shale gas; Geology; Fracture (geology); Tight gas; Natural gas; Hydraulic fracturing; Fracturing fluid; Mining engineering; Engineering; Geotechnical engineering; Waste management","authors":[{"name":"George E. King","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01496106077559638,"gpt":0.2487992346764193,"spread":0.233838173900823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007675028,0.0007757454,0.0009986892,0.003308379,0.00156171,0.005998087,0.001183418,0.001922269,0.007751326],"category_scores_gemma":[0.01643675,0.0003539004,0.0007801001,0.003443212,0.002914848,0.01062554,0.002475015,0.003826757,0.001853181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002748718,"about_ca_system_score_gemma":0.009539672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007123654,"about_ca_topic_score_gemma":0.01229907,"domain_scores_codex":[0.997803,0.0006059306,0.0002872035,0.0003484717,0.0005997407,0.0003555069],"domain_scores_gemma":[0.9821481,0.007062265,0.001524279,0.0006952881,0.005675255,0.002894841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002273792,0.0002170497,0.02177763,0.005703091,0.0001267419,0.0003817431,0.003152387,0.0004694489,0.0005700432,0.008903177,0.06882649,0.8896447],"study_design_scores_gemma":[0.00002243418,0.0004581209,0.04118789,0.01971344,0.0001552859,0.001196303,0.02722835,0.0004292535,0.001255908,0.02723857,0.8809682,0.0001463073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02431494,0.7935928,0.001885321,0.1601361,0.01077636,0.00004488556,0.0008463592,0.0001272655,0.008275915],"genre_scores_gemma":[0.1180644,0.8258491,0.002952709,0.03936297,0.008128942,0.00005642046,0.001199645,0.00006240884,0.00432359],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007751326,"threshold_uncertainty_score":0.04058987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030585704","doi":"10.2118/115736-ms","title":"Anisotropic Stress Models Improve Completion Design in the Baxter Shale","year":2008,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":183,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Quest University Canada","funders":"","keywords":"Anisotropy; Isotropy; Stress (linguistics); Poromechanics; Oil shale; Geology; Hydraulic fracturing; Petrophysics; Geotechnical engineering; Mechanics; Modulus; Materials science; Porosity; Porous medium; Optics; Physics; Composite material","authors":[{"name":"Shannon Higgins","is_ca":false},{"name":"Scott Goodwin","is_ca":true},{"name":"Adam Donald","is_ca":false},{"name":"Tom Bratton","is_ca":false},{"name":"G.W. Tracy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05077358487482575,"gpt":0.2399817323772762,"spread":0.1892081475024504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003295172,0.0003760079,0.0002692378,0.0004850516,0.0001861352,0.0007113565,0.0003126054,0.0002903664,0.001156099],"category_scores_gemma":[0.001003674,0.000288481,0.0001829893,0.0002558088,0.0003509061,0.0005891428,0.000392454,0.0002428924,0.0001584477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006034971,"about_ca_system_score_gemma":0.0007295547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007201939,"about_ca_topic_score_gemma":0.0147667,"domain_scores_codex":[0.9998999,0.00002089103,0.000008658409,0.00002501328,0.00002917309,0.00001628544],"domain_scores_gemma":[0.9996256,0.0001256716,0.0001071495,0.00004524844,0.00007378497,0.00002266018],"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":[0.000126461,0.00005552497,0.0167452,0.00002210945,0.00001119512,0.00007224094,0.0001218684,0.9396477,0.01802824,0.001806208,0.0001285743,0.02323469],"study_design_scores_gemma":[0.000007134059,0.00004857627,0.003613771,0.000002438555,0.000004252282,0.00001482869,0.00003146194,0.9919716,0.003465198,0.0006610687,0.0001714715,0.000008049484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437965,0.00002925569,0.05439578,0.00006044629,0.00000410063,0.00001078071,0.00003928075,0.0001510132,0.001513],"genre_scores_gemma":[0.9959532,0.00001230263,0.003639985,0.000002864855,8.190212e-7,0.00000326429,0.00001465215,0.00001368706,0.0003591329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007201939,"threshold_uncertainty_score":0.01432002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983590527","doi":"10.2118/95547-ms","title":"Relative Permeability Characteristics for Supercritical CO2 Displacing Water in a Variety of Potential Sequestration Zones in the Western Canada Sedimentary Basin","year":2005,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":170,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Energy","funders":"","keywords":"Carbon sequestration; Geology; Aquifer; Environmental science; Permeability (electromagnetism); Sedimentary rock; Greenhouse gas; Structural basin; Fossil fuel; Petroleum engineering; Geochemistry; Hydrology (agriculture); Carbon dioxide; Groundwater; Geomorphology; Waste management; Geotechnical engineering; Oceanography","authors":[{"name":"B. Bennion","is_ca":false},{"name":"Stefan Bachu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01377159385055002,"gpt":0.2556425240480205,"spread":0.2418709301974705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001146498,0.0002404509,0.0001484006,0.0009568417,0.001090392,0.0004865088,0.0004091236,0.0001568571,0.000862699],"category_scores_gemma":[0.0002447174,0.0001728195,0.0001084091,0.0008535685,0.0008203306,0.0002006124,0.0001996589,0.0001751811,0.00009052582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003544373,"about_ca_system_score_gemma":0.00204186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8345826,"about_ca_topic_score_gemma":0.8989579,"domain_scores_codex":[0.9998839,0.000002902088,0.000004407081,0.00001719044,0.00005064816,0.00004097414],"domain_scores_gemma":[0.9997695,0.00002508974,0.00002468639,0.000006026219,0.0001357546,0.00003899391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001127926,0.000159947,0.2633013,0.0001575706,0.00006088458,0.0004783911,0.002614266,0.005289461,0.7115307,0.0007661454,0.0003588809,0.01415452],"study_design_scores_gemma":[0.00001365727,0.0002007997,0.7654378,0.00001196126,0.00002959706,0.00009871099,0.002115644,0.005515952,0.225033,0.00005469742,0.001459445,0.00002866578],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987611,0.00003292568,0.0001597514,0.000003311877,6.014943e-7,0.00001195812,0.000187559,0.00001083725,0.0008319841],"genre_scores_gemma":[0.9989573,0.00003815765,0.0002431491,0.000003166321,2.465036e-7,0.000008439571,0.0001537431,0.000003897536,0.0005918819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1654174,"threshold_uncertainty_score":0.3327832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976499057","doi":"10.2118/124919-ms","title":"Measuring Hydraulic Fracture Growth in Naturally Fractured Rock","year":2009,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":148,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Shell (Canada); Golder Associates (Canada)","funders":"Commonwealth Scientific and Industrial Research Organisation","keywords":"Geology; Tiltmeter; Microseism; Hydraulic fracturing; Shear (geology); Geotechnical engineering; Fracture (geology); Perpendicular; Offset (computer science); Seismology; Petrology; Geometry","authors":[{"name":"R. G. Jeffrey","is_ca":false},{"name":"Andrew P. Bunger","is_ca":false},{"name":"Brice Lecampion","is_ca":false},{"name":"X. Zhang","is_ca":false},{"name":"Zuorong Chen","is_ca":false},{"name":"Andre van As","is_ca":false},{"name":"David P. Allison","is_ca":false},{"name":"Willem de Beer","is_ca":true},{"name":"J. W. Dudley","is_ca":true},{"name":"E. Siebrits","is_ca":false},{"name":"M. Thiercelin","is_ca":false},{"name":"M. Mainguy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01195542929218832,"gpt":0.22331515801106,"spread":0.2113597287188717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002462434,0.0001316915,0.0001684824,0.0004215158,0.000235478,0.000155956,0.0002921216,0.0002002027,0.0006869507],"category_scores_gemma":[0.000322966,0.0001780045,0.0001080475,0.0001790008,0.0002292683,0.0001880079,0.0001408585,0.0002360836,0.0001067054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003316101,"about_ca_system_score_gemma":0.0001694519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0032848,"about_ca_topic_score_gemma":0.007619746,"domain_scores_codex":[0.9998471,0.0000135014,0.000006292459,0.00004798805,0.00006100749,0.00002414913],"domain_scores_gemma":[0.99959,0.0001136511,0.00007852292,0.00002494415,0.0001507116,0.00004211495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004357539,0.000202113,0.05014915,0.00006245974,0.00001036093,0.0001411631,0.0001394256,0.002448806,0.935087,0.00007969911,0.00008315121,0.01116092],"study_design_scores_gemma":[0.00005811291,0.002869088,0.4408594,0.00001732166,0.00002118266,0.0004818901,0.0003499146,0.02584642,0.5281149,0.0002152087,0.001134994,0.00003161265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997855,0.00002365463,0.001704659,0.000002824645,0.00000139448,0.00001193822,0.0001124725,0.00001880103,0.0002692199],"genre_scores_gemma":[0.9966629,0.00002037319,0.002806395,0.00000411517,8.358355e-7,0.00002492303,0.00009533823,0.000003383149,0.000381792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0032848,"threshold_uncertainty_score":0.006531358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040060274","doi":"10.2118/166447-ms","title":"Modeling Low Salinity Waterflooding: Ion Exchange, Geochemistry and Wettability Alteration","year":2013,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":128,"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":"Wetting; Petroleum engineering; Enhanced oil recovery; Dissolution; Salinity; Ion exchange; Geology; Environmental science; Chemical engineering; Chemistry; Ion; Engineering","authors":[{"name":"Cuong T. Dang","is_ca":true},{"name":"Long X. Nghiem","is_ca":false},{"name":"Zhangxin Chen","is_ca":true},{"name":"Quoc P. Nguyen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01509360424718421,"gpt":0.2363225631201167,"spread":0.2212289588729325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002108489,0.0005046312,0.0004863036,0.0002865496,0.0002419699,0.0006512204,0.000785858,0.001034478,0.0007862734],"category_scores_gemma":[0.0004821076,0.0002325542,0.0006185053,0.0002731211,0.0004050022,0.0007457248,0.0005686447,0.0004812064,0.0001067369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006573638,"about_ca_system_score_gemma":0.0008161052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0186741,"about_ca_topic_score_gemma":0.008739294,"domain_scores_codex":[0.999935,0.00001419581,0.000004941054,0.0000175162,0.00001413921,0.00001413575],"domain_scores_gemma":[0.9998332,0.00008310785,0.00002391703,0.00001415908,0.00002976131,0.000015765],"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":[0.00004175212,0.00006871713,0.004093211,0.0000362656,0.00001596835,0.00006342768,0.00001959992,0.9827827,0.009344218,0.0007601872,0.00007455666,0.00269946],"study_design_scores_gemma":[0.000007266965,0.00002198566,0.0004640395,0.000001088554,0.000003892501,0.000005053959,0.000005662223,0.998019,0.001209883,0.0001592866,0.00009955397,0.000003261712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545741,0.0001840316,0.04099589,0.0001869657,0.00002082961,0.00007437988,0.000397068,0.0001969447,0.003369734],"genre_scores_gemma":[0.9936931,0.0001182014,0.004975098,0.00001833584,0.000004914117,0.00004542313,0.000136975,0.00001634586,0.0009916774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0186741,"threshold_uncertainty_score":0.03713083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2761747752","doi":"10.2118/187192-ms","title":"Frac Hit Induced Production Losses: Evaluating Root Causes, Damage Location, Possible Prevention Methods and Success of Remedial Treatments","year":2017,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":128,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apache (Canada)","funders":"","keywords":"Geology; Fracture (geology); Completion (oil and gas wells); Permeability (electromagnetism); Drainage; Environmental remediation; Geotechnical engineering; Petroleum engineering; Environmental science; Chemistry","authors":[{"name":"George E. King","is_ca":true},{"name":"Michael F. Rainbolt","is_ca":true},{"name":"Cory Swanson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04838838340203688,"gpt":0.3772745360544826,"spread":0.3288861526524457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003897275,0.0006150414,0.00106284,0.002823767,0.0005791572,0.0007744299,0.0006963359,0.0005781945,0.002477376],"category_scores_gemma":[0.006962955,0.0002075737,0.0009619439,0.001806617,0.0006521897,0.0007683354,0.0006433467,0.0004974934,0.0003593712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131191,"about_ca_system_score_gemma":0.0007676358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004599528,"about_ca_topic_score_gemma":0.008239514,"domain_scores_codex":[0.9975945,0.0005328473,0.0002883542,0.0002103,0.001129886,0.0002439855],"domain_scores_gemma":[0.9909925,0.003036363,0.002389089,0.0002537294,0.00305756,0.0002707721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009652082,0.003222747,0.7871279,0.003873675,0.0009210168,0.002711796,0.002014089,0.007189594,0.02963726,0.0005771138,0.0009043767,0.1521684],"study_design_scores_gemma":[0.00005650181,0.03420285,0.9133583,0.000340486,0.0009726444,0.001222569,0.004677732,0.004710847,0.03467392,0.0004429972,0.005237252,0.0001038695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913799,0.002919639,0.001566875,0.00005991419,0.00002329422,0.0007185771,0.0009945059,0.00002253045,0.002314806],"genre_scores_gemma":[0.9916489,0.002230228,0.002568893,0.00003629589,0.00003017541,0.0002616895,0.0006212549,0.000009526307,0.002593141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004599528,"threshold_uncertainty_score":0.02061105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085333646","doi":"10.2118/102138-ms","title":"Dependence on Temperature, Pressure, and Salinity of the IFT and Relative Permeability Displacement Characteristics of CO2 Injected in Deep Saline Aquifers","year":2006,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":124,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Energy","funders":"","keywords":"Salinity; Brine; Relative permeability; Porous medium; Permeability (electromagnetism); Aquifer; Petroleum engineering; Geology; Environmental science; Saturation (graph theory); Soil science; Porosity; Geotechnical engineering; Chemistry; Groundwater","authors":[{"name":"D.B. Bennion","is_ca":false},{"name":"Stefan Bachu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01023890796351014,"gpt":0.2484687259011713,"spread":0.2382298179376611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001694466,0.0001350108,0.0001672553,0.00016781,0.0001612357,0.0003732441,0.0001882977,0.0001336978,0.0006141871],"category_scores_gemma":[0.0004847312,0.0001129107,0.0001041427,0.0001788156,0.0004191396,0.0002543038,0.0001878386,0.0002701253,0.00007781373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003719736,"about_ca_system_score_gemma":0.0002177374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008323391,"about_ca_topic_score_gemma":0.01012042,"domain_scores_codex":[0.999869,0.00001412713,0.000009463837,0.00002157634,0.00005689203,0.00002902982],"domain_scores_gemma":[0.9996278,0.0001350101,0.0000842386,0.00001715876,0.0001001741,0.00003547902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002814351,0.00003446508,0.005708344,0.00002729752,0.000008311392,0.00005444782,0.00009186322,0.001536341,0.9905296,0.000054255,0.00001746758,0.001656212],"study_design_scores_gemma":[0.000006223807,0.0004518827,0.02490125,0.000002685848,0.000007637504,0.00002902249,0.000135593,0.004782517,0.9695112,0.00001802537,0.0001464042,0.000007578733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994085,0.00002591869,0.0002472045,0.000005957751,8.93894e-7,0.000003650064,0.00004195687,0.000007647335,0.0002583454],"genre_scores_gemma":[0.9996423,0.00002222739,0.0001305493,0.000002968481,3.784517e-7,0.000003444204,0.00003288921,0.000002222904,0.0001630782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008323391,"threshold_uncertainty_score":0.01654989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053114799","doi":"10.2118/110738-ms","title":"Enhanced Heavy-Oil Recovery by Alkali-Surfactant Flooding","year":2007,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":118,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Petroleum engineering; Pulmonary surfactant; Oil in place; Emulsion; Enhanced oil recovery; Surface tension; Water injection (oil production); Alkali metal; Relative permeability; Steam injection; Environmental science; Chemical engineering; Materials science; Chemistry; Petroleum; Geology; Composite material; Organic chemistry; Engineering","authors":[{"name":"J. Bryan","is_ca":true},{"name":"Apostolos Kantzas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01106590980891541,"gpt":0.2438699601008311,"spread":0.2328040502919157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001678993,0.000236369,0.0003037259,0.0001670653,0.0001297377,0.000242692,0.0002218416,0.0001635498,0.0007259796],"category_scores_gemma":[0.0003232497,0.00008845756,0.0001733702,0.0001226162,0.0002340671,0.0003095988,0.0002765998,0.0002578862,0.0001456708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002054997,"about_ca_system_score_gemma":0.0002014412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001442943,"about_ca_topic_score_gemma":0.001315813,"domain_scores_codex":[0.9998913,0.00001344183,0.00000685741,0.000019541,0.00004044343,0.00002838644],"domain_scores_gemma":[0.9998543,0.00003854097,0.00004528431,0.00001133302,0.00003286477,0.00001758269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004986129,0.000009240925,0.0001699717,0.00001731892,0.000001468171,0.00001442056,0.00001422207,0.00007797822,0.9990018,0.00001006978,0.000005730449,0.0006279347],"study_design_scores_gemma":[0.000002651605,0.0001042929,0.0005053667,9.608186e-7,0.000002199793,0.00001320787,0.000008902359,0.0005430239,0.9986734,0.000003847631,0.0001408299,0.000001384865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980162,0.00008915616,0.001531133,0.00001146372,0.000002376652,0.00001418651,0.00003222927,0.00004857179,0.0002547787],"genre_scores_gemma":[0.9984382,0.00006253174,0.0009697388,0.000007168523,0.000001356387,0.000008731387,0.00004193568,0.0000154884,0.0004549402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001442943,"threshold_uncertainty_score":0.002869129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096221707","doi":"10.2118/89867-ms","title":"Klinkenberg-Corrected Permeability Measurements in Tight Gas Sands: Steady-State Versus Unsteady-State Techniques","year":2004,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":114,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apache (Canada)","funders":"","keywords":"Slippage; Permeability (electromagnetism); Steady state (chemistry); Permeameter; Mechanics; Volumetric flow rate; Steady State theory; Helium; Materials science; Thermodynamics; Chemistry; Environmental science; Soil science; Physics; Composite material","authors":[{"name":"J. A. Rushing","is_ca":false},{"name":"K. E. Newsham","is_ca":true},{"name":"Patrick M. Lasswell","is_ca":false},{"name":"J. C. Cox","is_ca":false},{"name":"T. A. Blasingame","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0242277655929866,"gpt":0.2570848220564124,"spread":0.2328570564634258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000844533,0.0003674442,0.0004950798,0.0007929542,0.0005564287,0.000537271,0.000515152,0.0003720412,0.0006829509],"category_scores_gemma":[0.002892367,0.0002724844,0.0001872623,0.0006183302,0.0007972789,0.0008088351,0.0004724638,0.0005900011,0.0002311772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005185397,"about_ca_system_score_gemma":0.0004978584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002078263,"about_ca_topic_score_gemma":0.00490075,"domain_scores_codex":[0.9993406,0.0001453436,0.00004978928,0.000119367,0.0002690528,0.00007590135],"domain_scores_gemma":[0.9983835,0.0005566958,0.0002661437,0.0002076577,0.000524914,0.00006112448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005256945,0.00009955443,0.01456969,0.0001039043,0.00002425542,0.0001620963,0.0006019299,0.004281719,0.9517189,0.000379937,0.0001919267,0.02734033],"study_design_scores_gemma":[0.00001457851,0.0003199297,0.01786452,0.000008545293,0.0000195191,0.0001497144,0.0001449476,0.01579757,0.9649096,0.0001187535,0.0006080786,0.00004420576],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586478,0.0001469605,0.04020716,0.00002554014,0.00002736724,0.00002136013,0.0001034346,0.0004193315,0.000401072],"genre_scores_gemma":[0.9828563,0.00008362675,0.01634468,0.0000175915,0.000004063268,0.00002351546,0.00009596983,0.00005616758,0.0005179357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002078263,"threshold_uncertainty_score":0.004466414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001070088","doi":"10.2118/124614-ms","title":"Determining Reservoir Properties and Flood Performance from Tracer Test Analysis","year":2009,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":108,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Petro-Canada","funders":"","keywords":"TRACER; Residence time distribution; Saturation (graph theory); Residence time (fluid dynamics); Petroleum engineering; Flow (mathematics); Residual; Flood myth; Residual oil; Computer science; Mechanics; Geology; Geotechnical engineering; Mathematics; Algorithm","authors":[{"name":"G. Michael Shook","is_ca":false},{"name":"Gary A. Pope","is_ca":false},{"name":"Kazuhiro Asakawa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01999731297194026,"gpt":0.2230950936141834,"spread":0.2030977806422431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00100683,0.0002216177,0.0002449768,0.001064527,0.0001468149,0.0005232762,0.000305795,0.0002431239,0.0009279476],"category_scores_gemma":[0.002207824,0.0001282236,0.0001623347,0.0006181314,0.0003185989,0.0006476704,0.0002707563,0.0002476053,0.0002489224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005068869,"about_ca_system_score_gemma":0.0002837827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523248,"about_ca_topic_score_gemma":0.002242871,"domain_scores_codex":[0.9997315,0.00007455534,0.00002044939,0.00003287922,0.0001185073,0.00002212277],"domain_scores_gemma":[0.9989008,0.0005607855,0.0001522597,0.0001096478,0.0002490284,0.00002743079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006171927,0.0001247296,0.06465206,0.0002267893,0.00008814656,0.000245517,0.0002231811,0.1231252,0.7064455,0.002640262,0.0005648278,0.1010467],"study_design_scores_gemma":[0.00002063156,0.0004049297,0.04141107,0.00001778075,0.00003927032,0.0001243444,0.00008161691,0.3022415,0.6524244,0.001276376,0.00190512,0.00005302371],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8610129,0.0003395918,0.1346142,0.00003755034,0.00001292475,0.00004688568,0.0007221437,0.0008670047,0.002346792],"genre_scores_gemma":[0.9915116,0.00007765462,0.00771181,0.00000698859,0.000001963638,0.0000156923,0.0002385777,0.00002577696,0.0004097682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001523248,"threshold_uncertainty_score":0.005324662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974807454","doi":"10.2118/63030-ms","title":"Refracture Reorientation Enhances Gas Production in Barnett Shale Tight Gas Wells","year":2000,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"GRi Simulations (Canada)","funders":"","keywords":"Tight gas; Geology; Shale gas; Tiltmeter; Petroleum engineering; Oil shale; Wellbore; Azimuth; Hydraulic fracturing","authors":[{"name":"E. Siebrits","is_ca":false},{"name":"J. L. Elbel","is_ca":false},{"name":"Robert S. Hoover","is_ca":false},{"name":"I. R. Diyashev","is_ca":false},{"name":"S. L. Demetrius","is_ca":false},{"name":"C. A. Wright","is_ca":false},{"name":"B. M. Davidson","is_ca":false},{"name":"N. Steinsberger","is_ca":false},{"name":"David Hill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007532541376878679,"gpt":0.231491867291082,"spread":0.2239593259142034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001969823,0.0002292102,0.0003085657,0.0002264376,0.0001866725,0.000439167,0.0002491888,0.0002925478,0.000881817],"category_scores_gemma":[0.0003554476,0.0002334475,0.0001365752,0.0001408984,0.0003619285,0.0002865827,0.0005125048,0.0002962033,0.0001277815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004956701,"about_ca_system_score_gemma":0.0002267781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005071113,"about_ca_topic_score_gemma":0.00946902,"domain_scores_codex":[0.9998066,0.00002316183,0.00001091311,0.00003286507,0.00006715776,0.00005931107],"domain_scores_gemma":[0.9996698,0.000059855,0.0001179115,0.00002750017,0.00005407666,0.0000709091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003229982,0.00004531148,0.006071256,0.00002264609,0.000006565308,0.0002277871,0.00008900318,0.002065578,0.9886071,0.0000703563,0.00002043515,0.002450876],"study_design_scores_gemma":[0.00005171036,0.001503846,0.09991344,0.000009512529,0.00002122023,0.0002041139,0.0005800315,0.01026388,0.8863479,0.0001499985,0.0009186927,0.00003575841],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995643,0.00003707934,0.0002326271,0.000007232703,0.000001067246,0.000001565566,0.000008708219,0.00001172871,0.000135774],"genre_scores_gemma":[0.9994981,0.00002207118,0.000211486,0.000004405221,4.623882e-7,0.000001450617,0.00001538337,0.000003129548,0.0002434507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005071113,"threshold_uncertainty_score":0.0100832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2974704359","doi":"10.2118/195943-ms","title":"Can You Feel the Strain? DAS Strain Fronts for Fracture Geometry in the BC Montney, Groundbirch","year":2019,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":105,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Shell (Canada)","funders":"","keywords":"Geology; Casing; Geophone; Offset (computer science); Geotechnical engineering; Seismology; Geophysics","authors":[{"name":"Gustavo Ugueto","is_ca":false},{"name":"Felix Todea","is_ca":true},{"name":"Talib Daredia","is_ca":true},{"name":"Magdalena Wojtaszek","is_ca":false},{"name":"Paul Huckabee","is_ca":false},{"name":"Alan Reynolds","is_ca":false},{"name":"Carson Laing","is_ca":false},{"name":"J. Andres Chavarria","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01312793487285691,"gpt":0.2570238437780095,"spread":0.2438959089051526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001026959,0.0001976641,0.0001676801,0.001124428,0.0005352463,0.0005611952,0.0003470173,0.0003516652,0.002161423],"category_scores_gemma":[0.0002819857,0.0001638637,0.0001443899,0.0007513074,0.000506854,0.0002008245,0.0003063871,0.0003912472,0.0003079629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00162722,"about_ca_system_score_gemma":0.0007768773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3472614,"about_ca_topic_score_gemma":0.716961,"domain_scores_codex":[0.9998353,0.000005086475,0.000002933871,0.0000391928,0.00007213102,0.00004537081],"domain_scores_gemma":[0.9998054,0.00002046653,0.00002572916,0.00001255016,0.00009708111,0.00003869066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008326461,0.0002266701,0.5737883,0.0001061679,0.00008232913,0.001303444,0.002191142,0.01593005,0.3350235,0.0006905394,0.003181323,0.06664391],"study_design_scores_gemma":[0.000004194988,0.00004604076,0.9820841,0.00000657434,0.000006501013,0.00009383487,0.0008965159,0.007440427,0.008375604,0.00007838013,0.00094682,0.00002095167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971168,0.0000232124,0.0005057029,0.00003149846,0.000002757823,0.000008274262,0.000903315,0.00006689091,0.00134153],"genre_scores_gemma":[0.9981565,0.0000107893,0.000595926,0.000007862811,8.936711e-7,0.000003939671,0.0004257697,0.000009833295,0.0007884452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6527386,"threshold_uncertainty_score":0.6904803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037192548","doi":"10.2118/90256-ms","title":"Alberta Multiwell Micro-Pilot Testing for CBM Properties, Enhanced Methane Recovery And CO2 Storage Potential","year":2004,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":102,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Coalbed methane; Coal; Petroleum engineering; Permeability (electromagnetism); Environmental science; Shut down; Coal mining; Greenhouse gas; Methane; Fossil fuel; Natural gas; Mining engineering; Volume (thermodynamics); Waste management; Engineering; Geology; Process engineering; Chemistry","authors":[{"name":"Matthew J. Mavor","is_ca":false},{"name":"William D. Gunter","is_ca":false},{"name":"John R. Robinson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03024776496556536,"gpt":0.2264474872827988,"spread":0.1961997223172334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006299897,0.0005342914,0.0002799818,0.0004671635,0.0007881536,0.0004167721,0.0007530883,0.0004751667,0.001579031],"category_scores_gemma":[0.0005082592,0.0002406633,0.0003466197,0.0004696907,0.0004689915,0.0003139261,0.0004097465,0.000404259,0.0002826311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166649,"about_ca_system_score_gemma":0.0008605422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.083523,"about_ca_topic_score_gemma":0.154356,"domain_scores_codex":[0.9992827,0.00004753706,0.00004375758,0.00009570047,0.0004308234,0.00009954474],"domain_scores_gemma":[0.9993381,0.0001093505,0.00008178042,0.00006718239,0.0003421187,0.00006149289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00024118,0.0002349919,0.002534224,0.00005151897,0.000007003783,0.0001231948,0.0001123268,0.001107603,0.9924635,0.00009909178,0.0001356989,0.002889751],"study_design_scores_gemma":[0.00001452513,0.000827084,0.01046817,0.000004802856,0.00001657726,0.00003480422,0.0001214237,0.003207696,0.9844721,0.00001965469,0.0007950534,0.00001810197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944226,0.0001007015,0.003153338,0.00004383894,0.00001131238,0.0001635521,0.0006354057,0.0002081454,0.001261097],"genre_scores_gemma":[0.9884256,0.00009489915,0.008858819,0.00002407524,0.000002487782,0.0001211287,0.0002846666,0.00002378332,0.002164535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.916477,"threshold_uncertainty_score":0.1660737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035474580","doi":"10.2118/114676-ms","title":"Potential Microbial Enhanced Oil Recovery Processes: A Critical Analysis","year":2008,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Microbial enhanced oil recovery; Enhanced oil recovery; Petroleum engineering; Environmental science; Oil field; Emulsion; Petroleum reservoir; Residual oil; Permeability (electromagnetism); Chemistry; Geology; Bacteria; Microorganism","authors":[{"name":"Murray R. Gray","is_ca":true},{"name":"Anthony Yeung","is_ca":true},{"name":"Julia M. Foght","is_ca":true},{"name":"Harvey W. Yarranton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01083660277928906,"gpt":0.2428923448446798,"spread":0.2320557420653907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001288559,0.001124186,0.0008679467,0.001412344,0.0004630437,0.00207406,0.0008059561,0.001015067,0.002935083],"category_scores_gemma":[0.001561759,0.0004071345,0.0007183326,0.0007357299,0.0006194137,0.003401266,0.0008134848,0.001356045,0.0008050154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001559099,"about_ca_system_score_gemma":0.0008066891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006745308,"about_ca_topic_score_gemma":0.0009115274,"domain_scores_codex":[0.9994293,0.0001514778,0.00004488587,0.00006900445,0.0002376467,0.00006758993],"domain_scores_gemma":[0.9992377,0.000362661,0.00008303442,0.00002159445,0.0002745026,0.00002065984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005070441,0.0004783063,0.001453162,0.03431315,0.0002985487,0.002165859,0.0004082522,0.02634664,0.2893561,0.06773669,0.009883638,0.5670527],"study_design_scores_gemma":[0.00006196317,0.003090523,0.003746354,0.004214729,0.0004510684,0.00208,0.000946814,0.04288217,0.3391532,0.04515422,0.5580035,0.0002153441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05085698,0.8771392,0.04839766,0.003823475,0.0009260376,0.0004603521,0.000187691,0.0001546935,0.01805382],"genre_scores_gemma":[0.2404166,0.717042,0.03093525,0.001176702,0.0009892668,0.0003734867,0.0002162427,0.00006353656,0.008787048],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002935083,"threshold_uncertainty_score":0.01131207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104708393","doi":"10.2118/110050-ms","title":"A Comparative Study of Capillary-Pressure-Based Empirical Models for Estimating Absolute Permeability in Tight Gas Sands","year":2007,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apache (Canada)","funders":"","keywords":"Capillary pressure; Permeability (electromagnetism); Hagen–Poiseuille equation; Tight gas; Capillary action; Relative permeability; Mechanics; Materials science; Chemistry; Petroleum engineering; Geology; Porous medium; Flow (mathematics); Composite material; Physics; Porosity","authors":[{"name":"Joseph Comisky","is_ca":true},{"name":"K. E. Newsham","is_ca":true},{"name":"J. A. Rushing","is_ca":false},{"name":"T. A. Blasingame","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0430977583929598,"gpt":0.3192400743750453,"spread":0.2761423159820854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006040146,0.0008461444,0.0007066251,0.002499116,0.0003345943,0.001052849,0.001408296,0.0007442166,0.0003221931],"category_scores_gemma":[0.02432351,0.0003689027,0.0005690845,0.001252694,0.0006043862,0.00130484,0.0007130312,0.000512441,0.00008816183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741834,"about_ca_system_score_gemma":0.001051313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03368943,"about_ca_topic_score_gemma":0.0209402,"domain_scores_codex":[0.9984049,0.0007745902,0.0001043888,0.0002211933,0.0004165214,0.0000783107],"domain_scores_gemma":[0.9700426,0.02399215,0.001956278,0.001222234,0.002606234,0.0001806023],"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":[0.0003738054,0.0001580119,0.05595144,0.00008491083,0.0001906024,0.00007533903,0.0002206439,0.9102413,0.002796971,0.001781224,0.0001638279,0.02796193],"study_design_scores_gemma":[0.00000599134,0.00006864734,0.005586613,0.00000753532,0.00001314636,0.00002382962,0.00003327296,0.9926673,0.001263108,0.0002605874,0.0000535422,0.00001646567],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409377,0.0002193327,0.0574424,0.00006699409,0.000007035823,0.00004429542,0.0001659295,0.0004185214,0.0006977569],"genre_scores_gemma":[0.9859512,0.00006494223,0.01369216,0.000006350918,0.000003738219,0.00002442577,0.000111839,0.00002778659,0.0001175518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03368943,"threshold_uncertainty_score":0.06698668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055799404","doi":"10.2118/114273-ms","title":"Casing Ultradeep, Ultralong Salt Sections in Deep Water: A Case Study for Failure Diagnosis and Risk Mitigation in Record-Depth Well","year":2008,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Casing; Drilling; Geology; Geotechnical engineering; Creep; Pore water pressure; Petroleum engineering; Drilling fluid; Stress (linguistics); Wellbore; Engineering; Materials science; Mechanical engineering; Composite material","authors":[{"name":"Jincai Zhang","is_ca":false},{"name":"William Standifird","is_ca":false},{"name":"Chris Lenamond","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01625335728217076,"gpt":0.234110014169599,"spread":0.2178566568874282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007245768,0.0005809382,0.0003783615,0.0006495152,0.001046292,0.0007643175,0.0008131883,0.001742057,0.0007466414],"category_scores_gemma":[0.001292481,0.0003040191,0.0005118143,0.0003968547,0.0006308104,0.0006249805,0.0005235017,0.0004000028,0.0001104305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001742868,"about_ca_system_score_gemma":0.001358576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04222454,"about_ca_topic_score_gemma":0.08057735,"domain_scores_codex":[0.9997618,0.00005149631,0.00001643414,0.00005185241,0.00006696436,0.00005149542],"domain_scores_gemma":[0.9991767,0.0003920001,0.00009937711,0.00007881148,0.0001567662,0.00009637326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"case_report","study_design_scores_codex":[0.0006361139,0.001539307,0.2891557,0.0001960845,0.0001130437,0.02364693,0.002603167,0.6147295,0.02417868,0.002482694,0.001202953,0.03951577],"study_design_scores_gemma":[0.00005706901,0.001128211,0.04979037,0.00004358704,0.00007640896,0.001424717,0.004443727,0.9249985,0.01481863,0.001379274,0.001753392,0.00008612268],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941602,0.00004116509,0.0050999,0.00006559375,0.000002598138,0.00005922823,0.00009796079,0.00005885335,0.0004145388],"genre_scores_gemma":[0.9950063,0.00004006012,0.004306723,0.000008122858,0.000001452916,0.00001295222,0.00004678485,0.000006551221,0.0005709697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04222454,"threshold_uncertainty_score":0.08395749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995901658","doi":"10.2118/116570-ms","title":"Advances in World Oil Shale Production Technologies","year":2008,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Office of Petroleum Reserves; U.S. Bureau of Land Management; U.S. Department of Energy","keywords":"Oil shale; Shale oil extraction; Commercialization; Shale oil; Unconventional oil; Oil sands; Tight oil; Natural resource economics; Retort; Fossil fuel; Business; Environmental science; Environmental protection; Engineering; Waste management; Geography; Economics","authors":[{"name":"P.M. Crawford","is_ca":false},{"name":"Khosrow Biglarbigi","is_ca":false},{"name":"Anton Dammer","is_ca":false},{"name":"Emily Knaus","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01898764891920776,"gpt":0.2417877844858631,"spread":0.2228001355666553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001484363,0.0007441336,0.0002374677,0.003162655,0.000549097,0.002518367,0.000541295,0.0004985466,0.007915787],"category_scores_gemma":[0.0009854166,0.0001947418,0.0005696983,0.003978098,0.0003203065,0.002652654,0.0008684703,0.001025739,0.003662861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002259083,"about_ca_system_score_gemma":0.002155795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005022089,"about_ca_topic_score_gemma":0.007625647,"domain_scores_codex":[0.9992166,0.00007175771,0.00004276528,0.00009399247,0.0004810081,0.00009387243],"domain_scores_gemma":[0.9990081,0.00009492195,0.00008185484,0.00006375627,0.0007049326,0.00004651652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000164141,0.0001892198,0.006417253,0.0009184434,0.00004323087,0.0002467736,0.0001774493,0.005850369,0.03145015,0.03073813,0.01675241,0.9070525],"study_design_scores_gemma":[0.00001527481,0.0002914283,0.01203609,0.0004775196,0.00006423504,0.0004086485,0.000480032,0.004634359,0.05087354,0.0067403,0.9239357,0.00004289805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1891238,0.1314311,0.06758348,0.008208428,0.00161431,0.0003085596,0.00373684,0.0008776706,0.5971158],"genre_scores_gemma":[0.6251335,0.172553,0.08303905,0.001137059,0.0004958685,0.0001469581,0.005477049,0.000206398,0.1118112],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007915787,"threshold_uncertainty_score":0.02648097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032695040","doi":"10.2118/166503-ms","title":"Hydraulic Fracture Propagation from Infill Horizontal Wells","year":2013,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Infill; Geology; Hydraulic fracturing; Offset (computer science); Geotechnical engineering; Finite element method; Stress field; Fracture (geology); Stress (linguistics); Structural engineering; Engineering","authors":[{"name":"Nico P. Roussel","is_ca":true},{"name":"Horacio Flórez","is_ca":true},{"name":"A. Rodríguez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007430450515570237,"gpt":0.2088681836608332,"spread":0.201437733145263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001002506,0.000193157,0.0001755998,0.0002223869,0.0002041541,0.0003910219,0.0003511777,0.0003120646,0.002151759],"category_scores_gemma":[0.0003029044,0.0001509697,0.0001806276,0.000174745,0.0003390388,0.0002028353,0.0002919164,0.000272633,0.0001092187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004837142,"about_ca_system_score_gemma":0.0004895406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004346713,"about_ca_topic_score_gemma":0.005541894,"domain_scores_codex":[0.9999439,0.000005617502,0.000003330628,0.00001350775,0.00001609559,0.00001756854],"domain_scores_gemma":[0.999877,0.00003859643,0.00003466506,0.00001248641,0.00001942821,0.00001786676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001568985,0.0001960851,0.03397399,0.0000756127,0.00002960985,0.0006002368,0.0001070193,0.897478,0.05455342,0.002026042,0.0002367861,0.01056639],"study_design_scores_gemma":[0.00001790265,0.0001880317,0.01306659,0.00001099055,0.000009429752,0.00008885223,0.00007743447,0.9677935,0.01794376,0.0004182227,0.0003701072,0.00001523749],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932736,0.00001900206,0.004811914,0.00001538408,0.000005894085,0.000009578841,0.0001284857,0.00006149356,0.001674534],"genre_scores_gemma":[0.9986675,0.00001252133,0.000863046,0.000002873068,6.263695e-7,0.000005303737,0.00004774216,0.000004649537,0.0003958564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004346713,"threshold_uncertainty_score":0.008642852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058526990","doi":"10.2118/77683-ms","title":"What is the Magic of Water in Producing Sand?","year":2002,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Drawdown (hydrology); Petroleum engineering; Relative permeability; Geotechnical engineering; Permeability (electromagnetism); Geology; Surface tension; Capillary action; Capillary pressure; Mechanics; Materials science; Groundwater; Porous medium; Aquifer; Chemistry","authors":[{"name":"Hans Vaziri","is_ca":false},{"name":"Bob Barree","is_ca":false},{"name":"Yuxing Xiao","is_ca":true},{"name":"I. D. Palmer","is_ca":false},{"name":"Mike Kutas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01574168764979689,"gpt":0.2276671810893467,"spread":0.2119254934395499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005585725,0.0002088023,0.0003536501,0.000479664,0.0005999185,0.00144121,0.000437412,0.0005528688,0.001192625],"category_scores_gemma":[0.003170643,0.000235015,0.0002462152,0.0003555462,0.002030077,0.002715313,0.0005803726,0.0003615301,0.0001496873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005088455,"about_ca_system_score_gemma":0.0005678594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00360636,"about_ca_topic_score_gemma":0.005524743,"domain_scores_codex":[0.9997035,0.00007668368,0.00001194269,0.00005042044,0.0001024293,0.00005512567],"domain_scores_gemma":[0.9992303,0.0004263867,0.0001398337,0.00007301438,0.00007571744,0.00005478536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001031054,0.0003401295,0.3071761,0.001021137,0.0003387312,0.004060745,0.002374724,0.2530074,0.09996544,0.1380891,0.003258465,0.189337],"study_design_scores_gemma":[0.00008644404,0.001025865,0.1224585,0.0003259345,0.0003288948,0.0009311384,0.01014103,0.4995708,0.1455681,0.2001772,0.01916239,0.0002236927],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747043,0.000512942,0.01358594,0.001350258,0.00003361523,0.00001944284,0.00006882548,0.0000865711,0.009638203],"genre_scores_gemma":[0.9979165,0.0001421261,0.001574835,0.00002538461,0.000004843818,0.000002499021,0.000007120779,0.00000784348,0.0003188214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00360636,"threshold_uncertainty_score":0.007170737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079278081","doi":"10.2118/135360-ms","title":"Changing the Shape of Fracturing: New Proppant Improves Fracture Conductivity","year":2010,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apache (Canada)","funders":"","keywords":"Conductivity; Hydraulic fracturing; Fracture (geology); Materials science; Hydraulic conductivity; Porosity; Permeability (electromagnetism); Petroleum engineering; Embedment; Geology; Geotechnical engineering; Composite material; Soil science","authors":[{"name":"Greg McDaniel","is_ca":true},{"name":"Jonathan Abbott","is_ca":false},{"name":"Fred Mueller","is_ca":false},{"name":"A.. Mokhtar","is_ca":false},{"name":"Svetlana Pavlova","is_ca":false},{"name":"Olga Nevvonen","is_ca":false},{"name":"Thomas Parias","is_ca":false},{"name":"Jean André Alary","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01245489214187297,"gpt":0.2375784484358917,"spread":0.2251235562940187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001175858,0.0003014056,0.0001639399,0.0002754477,0.00009318761,0.0002316455,0.00030906,0.0002261601,0.001339407],"category_scores_gemma":[0.0002339339,0.0001299216,0.0001913443,0.0001263096,0.0001629339,0.0003237357,0.0001805857,0.0003859595,0.0002398423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686434,"about_ca_system_score_gemma":0.00009681351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000389642,"about_ca_topic_score_gemma":0.0008127371,"domain_scores_codex":[0.9999031,0.000006352518,0.000009156947,0.00002151055,0.00004429732,0.00001552148],"domain_scores_gemma":[0.9998524,0.00002407916,0.00004827261,0.00001154602,0.00003456748,0.00002914301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008057606,0.00005676407,0.0002772002,0.00005244424,0.000004019903,0.00007322323,0.00001926824,0.0004684457,0.9931436,0.00006671987,0.00003100662,0.005726671],"study_design_scores_gemma":[0.00001195663,0.0006950953,0.002640688,0.000006168095,0.0000118342,0.0001070412,0.00001798981,0.002187791,0.992998,0.00001691849,0.001299788,0.000006664405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917455,0.0003600894,0.005934929,0.0000303263,0.00002233753,0.00003961599,0.00007612639,0.0001305939,0.001660472],"genre_scores_gemma":[0.9885019,0.0002065235,0.009184767,0.00002598167,0.000004470591,0.00001817619,0.0001012441,0.00003414307,0.001922777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001339407,"threshold_uncertainty_score":0.004480779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079441910","doi":"10.2118/159976-ms","title":"Reconciling Retort versus Dean Stark Measurements on Tight Shales","year":2012,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Oil shale; Retort; Thermogravimetric analysis; Extraction (chemistry); Kerogen; Petroleum engineering; Porosity; Mineralogy; Chemistry; Geology; Geotechnical engineering; Source rock; Chromatography; Organic chemistry","authors":[{"name":"David Handwerger","is_ca":false},{"name":"D. M. Willberg","is_ca":false},{"name":"Markus Pagels","is_ca":false},{"name":"James F. Keller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07695403180034774,"gpt":0.2799238727347245,"spread":0.2029698409343768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002669035,0.0005611492,0.0006051224,0.00223378,0.0007998934,0.0009841186,0.0007080076,0.0004812847,0.001123498],"category_scores_gemma":[0.003040924,0.0004452547,0.000351251,0.001445431,0.001092108,0.001236934,0.001611551,0.0006331209,0.0004052972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007003242,"about_ca_system_score_gemma":0.000530768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007246719,"about_ca_topic_score_gemma":0.02714543,"domain_scores_codex":[0.997908,0.0001870091,0.0001771119,0.0003830566,0.001086503,0.0002583357],"domain_scores_gemma":[0.9977386,0.0004459829,0.000321905,0.0002679008,0.001130916,0.00009480349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006360063,0.0002106729,0.2005431,0.0003787085,0.0002241799,0.0006566037,0.001768197,0.004356358,0.7507671,0.0009564605,0.001163341,0.03833937],"study_design_scores_gemma":[0.00001850597,0.0004085346,0.4041177,0.00007461726,0.000144698,0.0003426999,0.002055256,0.01155969,0.5724816,0.0009731193,0.007718818,0.0001047564],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842101,0.0002334243,0.01230116,0.00007352057,0.00003087105,0.00003896264,0.0009753134,0.0003195922,0.001817089],"genre_scores_gemma":[0.9911765,0.0001340666,0.006727174,0.0001069822,0.00001148968,0.00003525873,0.001004264,0.0001167125,0.0006876936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007246719,"threshold_uncertainty_score":0.01440912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057308414","doi":"10.2118/166259-ms","title":"Predictions of the Growth of Multiple Interacting Hydraulic Fractures in Three Dimensions","year":2013,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Fracture (geology); Mechanics; Flow (mathematics); Planar; Boundary (topology); Stress (linguistics); Hydraulic fracturing; Focus (optics); Viscosity; Galerkin method; Stress intensity factor; Boundary value problem; Fluid dynamics; Boundary element method; Mode (computer interface); Fracture mechanics; Computer science; Geology; Structural engineering; Finite element method; Mathematics; Geotechnical engineering; Engineering; Physics; Mathematical analysis; Optics","authors":[{"name":"Stephen T. Castonguay","is_ca":false},{"name":"Mark E. Mear","is_ca":false},{"name":"Rick Dean","is_ca":true},{"name":"Joseph H. Schmidt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0107720537952354,"gpt":0.230668761359912,"spread":0.2198967075646766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003958649,0.0003869031,0.0004486606,0.0005340038,0.0005098823,0.0007359739,0.0007354071,0.001487811,0.001566611],"category_scores_gemma":[0.001840297,0.0003726629,0.0006496716,0.0003519655,0.0009883996,0.000618162,0.0006867341,0.0005441837,0.0001844154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012691,"about_ca_system_score_gemma":0.0008430303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282289,"about_ca_topic_score_gemma":0.007070337,"domain_scores_codex":[0.9998413,0.00002507236,0.000007570058,0.00002956771,0.0000533066,0.00004306378],"domain_scores_gemma":[0.9990251,0.0005700843,0.0001158332,0.00005020864,0.0001500398,0.00008862408],"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":[0.00001763639,0.00001716104,0.000956457,0.000007370792,0.000003787344,0.00005747141,0.00002342301,0.995828,0.001314455,0.000955903,0.00005810795,0.0007601634],"study_design_scores_gemma":[0.000003617556,0.000007414557,0.000193127,0.00000160082,0.00000125165,0.000008666247,0.00001242627,0.9990705,0.0004001956,0.0002532579,0.00004366064,0.000004297642],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289279,0.00008533413,0.0621924,0.0002349937,0.00003151614,0.00004257226,0.0002521259,0.0002497464,0.007983503],"genre_scores_gemma":[0.9926609,0.00004133355,0.00598926,0.00002097735,0.000003575455,0.00002835265,0.00004592378,0.00002498681,0.001184805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01282289,"threshold_uncertainty_score":0.02549654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017656413","doi":"10.2118/166214-ms","title":"A New Method for Modeling Multi-Phase Flowback of Multi-Fractured Horizontal Tight Oil Wells to Determine Hydraulic Fracture Properties","year":2013,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":64,"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":"Petroleum engineering; Hydraulic fracturing; Permeability (electromagnetism); Geology; Tight gas; Fracture (geology); Well stimulation; Tight oil; Hydraulic conductivity; Geotechnical engineering; Complex fracture; Fluid dynamics; Mechanics; Reservoir engineering; Soil science; Petroleum; Chemistry","authors":[{"name":"Christopher R. Clarkson","is_ca":true},{"name":"J. D. Williams-Kovacs","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03062100322252717,"gpt":0.2910253097844584,"spread":0.2604043065619313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005246301,0.0007650101,0.0004359854,0.0005389639,0.000444762,0.0006498912,0.001108932,0.001287565,0.00280102],"category_scores_gemma":[0.0007364956,0.0005272474,0.0009473496,0.0003390045,0.0004082824,0.000534271,0.0005016527,0.0009666699,0.0004383589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006232573,"about_ca_system_score_gemma":0.001070468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076363,"about_ca_topic_score_gemma":0.009840267,"domain_scores_codex":[0.9998609,0.00002870523,0.00001067768,0.00003117445,0.00005271057,0.00001576888],"domain_scores_gemma":[0.999673,0.0001547363,0.0000517805,0.00003133848,0.00007354259,0.00001550584],"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":[0.00002316564,0.00005093269,0.0007864074,0.00005127566,0.0000206763,0.00006433726,0.00004659378,0.9641798,0.01669395,0.003815216,0.0002706167,0.01399705],"study_design_scores_gemma":[0.000001424494,0.000004308477,0.00003916493,0.000001536645,0.000001388197,0.000004672398,0.000002302182,0.9988573,0.0005973157,0.0001882412,0.0003002156,0.000002106957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01503007,0.00005414184,0.9824395,0.00004368863,0.00001730167,0.00007271505,0.0001497423,0.000533484,0.001659345],"genre_scores_gemma":[0.4390432,0.0002139703,0.5527401,0.00006410147,0.00002771966,0.0006027668,0.0003350413,0.0002891977,0.006683822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01076363,"threshold_uncertainty_score":0.021402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089764772","doi":"10.2118/146661-ms","title":"Transportation and Interaction of Nano and Micro Size Metal Particles Injected to Improve Thermal Recovery of Heavy-Oil","year":2011,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Zeta potential; van der Waals force; Suspension (topology); Dispersant; Porous medium; Metal; Chemical engineering; Materials science; DLVO theory; Electrokinetic phenomena; Porosity; Metal ions in aqueous solution; Dispersion (optics); Nanoparticle; Composite material; Chemistry; Nanotechnology; Colloid; Metallurgy; Organic chemistry","authors":[{"name":"Yousef Hamedi Shokrlu","is_ca":true},{"name":"Tayfun Babadagli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01536660843897306,"gpt":0.235200484571581,"spread":0.219833876132608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001496414,0.0001820046,0.0001491772,0.0001839025,0.0001112008,0.0002616654,0.0001922141,0.0001903795,0.0005918694],"category_scores_gemma":[0.0001809632,0.0001084976,0.0002333073,0.00008806015,0.000170658,0.0002217056,0.0001534241,0.0002080405,0.0002035698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002626206,"about_ca_system_score_gemma":0.0001249256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017399,"about_ca_topic_score_gemma":0.00133043,"domain_scores_codex":[0.9998993,0.000008286494,0.000007717883,0.00002612037,0.0000339606,0.00002463604],"domain_scores_gemma":[0.9999083,0.00002091353,0.00003113876,0.000007634483,0.00002243279,0.000009539693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004055549,0.00001075508,0.0001072008,0.00001838073,0.000002041008,0.00001362198,0.00001473819,0.00007046221,0.9988462,0.00002847302,0.000009294995,0.0008383118],"study_design_scores_gemma":[0.000001541637,0.00006590202,0.0004319121,9.04577e-7,0.000004158943,0.000008904871,0.000008178507,0.0007391252,0.9985494,0.000004542163,0.0001836296,0.000001697516],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954494,0.0002477774,0.003611643,0.00002211222,0.00001024354,0.0000163747,0.00004624097,0.00005782123,0.0005383359],"genre_scores_gemma":[0.9952614,0.0001754581,0.002754016,0.00001604721,0.000003240254,0.00001256183,0.00005203874,0.0000234608,0.001701862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001017399,"threshold_uncertainty_score":0.002022922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997023183","doi":"10.2118/147623-ms","title":"Estimated Ultimate Recovery (EUR) as a Function of Production Practices in the Haynesville Shale","year":2011,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Shell (Canada)","funders":"","keywords":"Geomechanics; Petroleum engineering; Drawdown (hydrology); Choke; Permeability (electromagnetism); Productivity; Oil shale; Geology; Production (economics); Geotechnical engineering; Environmental science; Engineering; Aquifer; Economics","authors":[{"name":"V. Okouma","is_ca":true},{"name":"Frederic Guillot","is_ca":true},{"name":"Manoj Sarfare","is_ca":true},{"name":"Vikram Sen","is_ca":false},{"name":"D. Ilk","is_ca":false},{"name":"T. A. Blasingame","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04451732209056735,"gpt":0.2712713823905468,"spread":0.2267540602999795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004932541,0.0003804907,0.0002619005,0.000525769,0.0001881875,0.0004183238,0.000390518,0.0004632748,0.0007966775],"category_scores_gemma":[0.001157188,0.0001704076,0.0003671654,0.0004727764,0.0002670815,0.0003936949,0.0002645297,0.0003032098,0.0001206866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005074486,"about_ca_system_score_gemma":0.0002620016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01292462,"about_ca_topic_score_gemma":0.01505563,"domain_scores_codex":[0.9998525,0.00002394164,0.00001494037,0.00004656477,0.00003219562,0.00002980569],"domain_scores_gemma":[0.9990844,0.0004126188,0.0001960682,0.00009524931,0.0001680127,0.00004373692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000349653,0.000139956,0.1164984,0.00005753299,0.00006598103,0.0003534835,0.00007937479,0.8537034,0.01955137,0.0002032016,0.0001158276,0.008881925],"study_design_scores_gemma":[0.00001734268,0.0006429066,0.1781752,0.00001380621,0.00004138803,0.00007981527,0.0002430796,0.7947319,0.02540743,0.0002395734,0.0003571965,0.00005039803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986363,0.00002011954,0.0008217468,0.000009006996,6.254808e-7,0.000003995016,0.0002792929,0.00002239866,0.000206577],"genre_scores_gemma":[0.9991108,0.00001365848,0.0003859684,0.000001291428,2.117606e-7,0.000004480526,0.0003149613,0.000002190473,0.0001664306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01292462,"threshold_uncertainty_score":0.02569878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976845506","doi":"10.2118/170952-ms","title":"60 Years of Multi-Fractured Vertical, Deviated and Horizontal Wells: What Have We Learned?","year":2014,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apache (Canada)","funders":"","keywords":"Petroleum engineering; Casing; Completion (oil and gas wells); Geology; Hydraulic fracturing; Perforation; Fracture (geology); Tight gas; Submarine pipeline; Tight oil; Geotechnical engineering; Mining engineering; Engineering; Oil shale; Mechanical engineering","authors":[{"name":"George E. King","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01697754981871893,"gpt":0.2492064373882667,"spread":0.2322288875695478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004607365,0.0008197395,0.001031219,0.001362653,0.0005871584,0.002893488,0.001409072,0.001693901,0.00592101],"category_scores_gemma":[0.006952297,0.0004670965,0.001159139,0.001903116,0.001595968,0.006007521,0.001645559,0.002663507,0.001511798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577648,"about_ca_system_score_gemma":0.004691997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003852199,"about_ca_topic_score_gemma":0.005287334,"domain_scores_codex":[0.9986923,0.000278475,0.0001803978,0.0002562513,0.0004040331,0.0001884885],"domain_scores_gemma":[0.9954973,0.001967632,0.0004769777,0.0002156178,0.001438559,0.0004039811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002248026,0.0001897901,0.001773304,0.01946322,0.0001413764,0.0006380295,0.001133764,0.001313898,0.002188592,0.01736927,0.04367543,0.9118885],"study_design_scores_gemma":[0.00001504181,0.0005145748,0.002767339,0.01247375,0.0001432701,0.001104613,0.001791979,0.0002698578,0.003044299,0.00961492,0.9681863,0.00007415486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004730299,0.9758207,0.001485319,0.009930712,0.003030502,0.00002302623,0.0001730862,0.00004703398,0.004759412],"genre_scores_gemma":[0.01856397,0.9709315,0.001759554,0.004261067,0.001381647,0.00002490758,0.0002599333,0.00002883073,0.00278861],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00592101,"threshold_uncertainty_score":0.02436638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2169722642","doi":"10.2118/109971-ms","title":"A New Azimuthal Deep-Reading Resistivity Tool for Geosteering and Advanced Formation Evaluation","year":2007,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Azimuth; Logging while drilling; Anisotropy; Drilling; Measurement while drilling; Geology; Electrical resistivity and conductivity; Trajectory; Petroleum engineering; Directional drilling; Field (mathematics); Computer science; Mechanical engineering; Engineering; Electrical engineering; Optics","authors":[{"name":"Michael Bittar","is_ca":false},{"name":"James D. Klein","is_ca":true},{"name":"Randy Beste","is_ca":false},{"name":"G. Hu","is_ca":false},{"name":"Min Wu","is_ca":false},{"name":"Jason Pitcher","is_ca":false},{"name":"Christian Golla","is_ca":false},{"name":"Gary Althoff","is_ca":false},{"name":"M. Sitka","is_ca":false},{"name":"V. Minosyam","is_ca":false},{"name":"Martin Paulk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02797187316253661,"gpt":0.2937626597645189,"spread":0.2657907866019823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007159925,0.0006509061,0.0003393963,0.001648146,0.0001781833,0.0008700482,0.0007213944,0.0004819818,0.004655587],"category_scores_gemma":[0.003051582,0.0003210807,0.0002646867,0.0008614422,0.0003008282,0.001166524,0.0007070239,0.0005418058,0.0007944782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001850485,"about_ca_system_score_gemma":0.0003477573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003306586,"about_ca_topic_score_gemma":0.0005547809,"domain_scores_codex":[0.9991862,0.0001425166,0.00005568143,0.00006555478,0.0005196214,0.00003056519],"domain_scores_gemma":[0.9976099,0.001068073,0.0002469715,0.0002901412,0.0007248686,0.00006009266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000219419,0.0001420605,0.006465755,0.000346064,0.00004341469,0.0005916763,0.0004248573,0.06094438,0.1989603,0.01314525,0.0083418,0.710375],"study_design_scores_gemma":[0.00007450819,0.0003259648,0.004574588,0.00007227768,0.00004255527,0.0009853092,0.0001905659,0.7647426,0.1810109,0.004509963,0.0433266,0.0001443196],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01333953,0.0000367269,0.9775162,0.00004584427,0.00003522573,0.00006032688,0.0001765833,0.00619695,0.0025926],"genre_scores_gemma":[0.3395554,0.0001095125,0.6564129,0.00005737167,0.00003326439,0.0001212565,0.0003672766,0.0005013745,0.002841515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004655587,"threshold_uncertainty_score":0.01557451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067390895","doi":"10.2118/146604-ms","title":"Catalytic Effects of Nano-Size Metal Ions in Breaking Asphaltene Molecules During Thermal Recovery of Heavy-Oil","year":2011,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Asphaltene; Viscosity; Catalysis; Hydrogen; Solvent; Metal; Chemical engineering; Materials science; Metal ions in aqueous solution; Enhanced oil recovery; Chemistry; Organic chemistry; Composite material; Metallurgy","authors":[{"name":"J. H. Greff","is_ca":true},{"name":"Tayfun Babadagli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01303107100831181,"gpt":0.2317441433038409,"spread":0.2187130722955291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001824553,0.0002474666,0.0001706606,0.0001617207,0.0001039818,0.0001902121,0.0002722158,0.0002037261,0.0006088008],"category_scores_gemma":[0.0003318175,0.0001516963,0.0001641828,0.0001200153,0.0001862867,0.0001642188,0.0001306524,0.0002429494,0.0001639686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273409,"about_ca_system_score_gemma":0.0000677802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005437155,"about_ca_topic_score_gemma":0.0009688372,"domain_scores_codex":[0.9998885,0.00001995776,0.000009865833,0.0000228857,0.0000300538,0.00002863777],"domain_scores_gemma":[0.999823,0.00005370819,0.00005086706,0.00001632057,0.00003408896,0.0000219621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001925701,0.00002606402,0.0001426727,0.00004449196,0.0000071297,0.00002307112,0.00002264181,0.00009373741,0.9982579,0.00001901654,0.0000167766,0.001153966],"study_design_scores_gemma":[0.000005154252,0.0001501679,0.0005598483,0.000001913593,0.000006212135,0.00001192752,0.000009719447,0.0003189455,0.9987593,0.000003206366,0.0001722736,0.00000143826],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980974,0.0003944694,0.0008394643,0.00001908189,0.00001114035,0.00001168553,0.00003849611,0.00003179055,0.000556472],"genre_scores_gemma":[0.9982548,0.0002047319,0.001083364,0.00001100954,0.000004193688,0.000006847924,0.00003589596,0.00001021467,0.0003890317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006088008,"threshold_uncertainty_score":0.002036631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057195161","doi":"10.2118/159257-ms","title":"A Critical Review of Hybrid Steam-Solvent Processes to Recover Heavy Oil","year":2012,"lang":"en","type":"review","venue":"SPE Annual Technical Conference and Exhibition","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Texas A and M University","keywords":"Steam-assisted gravity drainage; Process engineering; Petroleum engineering; Process (computing); Enhanced oil recovery; Steam injection; Asphalt; Environmental science; Solvent; Waste management; Computer science; Oil sands; Engineering; Materials science; Chemistry","authors":[{"name":"Mojtaba Ardali","is_ca":false},{"name":"María A. Barrufet","is_ca":false},{"name":"D. D. Mamora","is_ca":false},{"name":"Fangda Qiu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05006763383621731,"gpt":0.3293746774361792,"spread":0.2793070435999618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001368226,0.0009499463,0.001344669,0.002248111,0.0004328472,0.001114949,0.001037088,0.00112455,0.002785536],"category_scores_gemma":[0.001493582,0.0004699285,0.001045795,0.002127949,0.0004481002,0.001874798,0.0006420882,0.001253605,0.001138897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006386325,"about_ca_system_score_gemma":0.001576815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006769,"about_ca_topic_score_gemma":0.00117951,"domain_scores_codex":[0.9994541,0.00009717963,0.0001107561,0.0001044851,0.0001837714,0.00004975915],"domain_scores_gemma":[0.9988837,0.0005703853,0.0001270576,0.00003328676,0.0003424363,0.00004319364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002548463,0.0002018203,0.0002523678,0.1564278,0.0003541462,0.000453715,0.0002689135,0.00206634,0.01877114,0.01486155,0.04142711,0.7646602],"study_design_scores_gemma":[0.00001580866,0.0004030062,0.0004745251,0.006520226,0.0003455185,0.000456107,0.0001127914,0.0003926144,0.006906226,0.001736396,0.9825945,0.00004225828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005399648,0.9969189,0.0006533561,0.0003480176,0.0004349635,0.00001534918,0.00004209842,0.00001107471,0.001036225],"genre_scores_gemma":[0.003281378,0.9943691,0.0008602686,0.0003617877,0.0002626001,0.0000250529,0.00007526829,0.000007287356,0.0007572003],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002785536,"threshold_uncertainty_score":0.009318531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089816662","doi":"10.2118/84199-ms","title":"Experimental Investigation of Oil Drainage Rates in the Vapex Process for Heavy Oil and Bitumen Reservoirs","year":2003,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":59,"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":"Soil vapor extraction; Petroleum engineering; Scaling; Oil field; Drainage; Oil in place; Asphalt; Thermal conductivity; Porous medium; Saturation (graph theory); Thermal; Environmental science; Mixing (physics); Geotechnical engineering; Porosity; Materials science; Geology; Petroleum; Composite material; Mathematics; Thermodynamics","authors":[{"name":"Kulada Karmaker","is_ca":true},{"name":"Brij Maini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02621959950849132,"gpt":0.2890739793009366,"spread":0.2628543797924453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004082098,0.0003074803,0.0003929864,0.0002789534,0.0003421549,0.0003627808,0.0003094492,0.0003338525,0.001337342],"category_scores_gemma":[0.001329387,0.0001789489,0.0002345646,0.0004236212,0.0003623889,0.0005179158,0.0003580331,0.0004903958,0.0001706139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002588972,"about_ca_system_score_gemma":0.0001689653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009720487,"about_ca_topic_score_gemma":0.0008757506,"domain_scores_codex":[0.9996481,0.00005585996,0.00004352046,0.00007419548,0.0001141015,0.00006427768],"domain_scores_gemma":[0.9988571,0.0006214892,0.0001551047,0.0001147618,0.0002126585,0.00003876127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006199998,0.0002375692,0.002036211,0.0001226592,0.000009542361,0.00007503823,0.0001789968,0.001332666,0.9895843,0.0001175274,0.00005356086,0.005631951],"study_design_scores_gemma":[0.00001306142,0.0007589422,0.00215581,0.000003445382,0.000008286905,0.00002336195,0.00007153156,0.003059373,0.9936045,0.00002122761,0.0002733617,0.000007217806],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986948,0.00007528628,0.0008086141,0.000007582116,0.000003360193,0.00001335318,0.00007773348,0.00002736473,0.0002918988],"genre_scores_gemma":[0.9982017,0.0000990136,0.001205188,0.000005578416,0.000002910612,0.00002076762,0.00007480877,0.0000122221,0.0003778118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001337342,"threshold_uncertainty_score":0.004473865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966660974","doi":"10.2118/84297-ms","title":"Measurement of the Two-Phase Gas Slippage Phenomenon and Its Effect on Gas Relative Permeability in Tight Gas Sands","year":2003,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":59,"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":"Slippage; Overburden; Tight gas; Relative permeability; Natural gas field; Permeability (electromagnetism); Gas phase; Geology; Petroleum engineering; Gas pressure; Natural gas; Geotechnical engineering; Chemistry; Materials science; Thermodynamics; Hydraulic fracturing; Composite material; Physics","authors":[{"name":"J. A. Rushing","is_ca":false},{"name":"K. E. Newsham","is_ca":false},{"name":"K. C. Van Fraassen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01649950518119189,"gpt":0.2566793873098172,"spread":0.2401798821286253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002104071,0.0002015288,0.0001959542,0.000404339,0.0002861949,0.0003127947,0.0002161919,0.0001787545,0.0006351994],"category_scores_gemma":[0.0007321429,0.0001603378,0.00009104594,0.0001970253,0.0004060529,0.0003525692,0.0002733094,0.000313277,0.0001064718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002754316,"about_ca_system_score_gemma":0.0001642932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002195363,"about_ca_topic_score_gemma":0.003043091,"domain_scores_codex":[0.9997699,0.00004349804,0.00001219462,0.00004649157,0.00009017827,0.0000377527],"domain_scores_gemma":[0.9995846,0.0001482069,0.0001042946,0.00003625748,0.00008435248,0.00004227658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002411721,0.00007141766,0.02164445,0.00003768967,0.00001236203,0.0001044619,0.0001279362,0.0007737457,0.9713998,0.00006638575,0.00003475809,0.005485719],"study_design_scores_gemma":[0.00001042863,0.0005692236,0.06179626,0.000005491885,0.0000148148,0.0002124847,0.0001825203,0.007396384,0.9294014,0.00004962122,0.0003470447,0.0000142833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982136,0.00003921067,0.001464703,0.000005322386,0.000001899209,0.000005264252,0.0000378822,0.00002733019,0.0002048443],"genre_scores_gemma":[0.999044,0.00002676632,0.000778745,0.000003958722,0.000001416443,0.000005407278,0.0000308985,0.000003977453,0.0001047652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002195363,"threshold_uncertainty_score":0.004365146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2180326441","doi":"10.2118/166142-ms","title":"Environmental Risk Arising From Well Construction Failure: Difference Between Barrier and Well Failure, and Estimates of Failure Frequency Across Common Well Types, Locations and Well Age","year":2013,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apache (Canada)","funders":"","keywords":"Leak; Environmental science; Containment (computer programming); Lead (geology); Geology; Geotechnical engineering; Petroleum engineering; Computer science; Environmental engineering","authors":[{"name":"George E. King","is_ca":true},{"name":"Daniel King","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006038356686101754,"gpt":0.2032187518015733,"spread":0.1971803951154716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008832403,0.000444552,0.0005908143,0.004839063,0.0002437759,0.001284425,0.0006764763,0.0005218805,0.002293812],"category_scores_gemma":[0.03628941,0.0003462535,0.001604988,0.004070665,0.000520089,0.001853402,0.0009961473,0.0004996624,0.0007073709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007034078,"about_ca_system_score_gemma":0.0004512696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005772898,"about_ca_topic_score_gemma":0.00543741,"domain_scores_codex":[0.9897583,0.002369532,0.002127739,0.001728608,0.003780141,0.0002358664],"domain_scores_gemma":[0.9309267,0.03300329,0.02339975,0.003429652,0.008904838,0.0003356626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002363924,0.00002295572,0.9565313,0.000702389,0.0004921493,0.0001746628,0.0004117555,0.005577192,0.000841914,0.0006350557,0.0007154504,0.03365884],"study_design_scores_gemma":[0.000005880618,0.0002274624,0.9838088,0.0003205196,0.0003230593,0.0006731982,0.0008503147,0.004419898,0.002262783,0.001063646,0.005990678,0.00005366344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8986146,0.01981033,0.0468584,0.0004340713,0.00008176627,0.0001719855,0.02218863,0.0002831187,0.0115571],"genre_scores_gemma":[0.9850892,0.003235404,0.005615677,0.00004311196,0.00003877419,0.0001122105,0.004624251,0.00003718586,0.001204104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008832403,"threshold_uncertainty_score":0.04671079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2974397275","doi":"10.2118/196096-ms","title":"Formation Lithology Classification: Insights into Machine Learning Methods","year":2019,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apache (Canada)","funders":"","keywords":"Machine learning; Artificial intelligence; Computer science; Artificial neural network; Feature selection; Statistical classification; Algorithm; Supervised learning; Classifier (UML); Unsupervised learning; Data mining","authors":[{"name":"I. M. Mohamed","is_ca":false},{"name":"Salah Mohamed","is_ca":false},{"name":"Ibrahim Mazher","is_ca":true},{"name":"Chester Pieprzica","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02516340085357922,"gpt":0.2916107581385323,"spread":0.2664473572849531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003389012,0.000543313,0.0005254576,0.002606329,0.0003123486,0.001992979,0.0009066802,0.0008835463,0.001932636],"category_scores_gemma":[0.009623175,0.000193548,0.0005687461,0.001953383,0.0008298165,0.00165544,0.0005633998,0.001178579,0.0004828759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009448985,"about_ca_system_score_gemma":0.0006710773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002570263,"about_ca_topic_score_gemma":0.001536521,"domain_scores_codex":[0.9987036,0.0006890384,0.00009238928,0.0001676923,0.0002991161,0.00004821627],"domain_scores_gemma":[0.9929035,0.005621834,0.000329818,0.0002683028,0.0008115832,0.00006500786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007357282,0.0002695688,0.01869977,0.0003911756,0.0001583103,0.0001305694,0.0002272594,0.3772363,0.001614253,0.09380525,0.007078487,0.5003155],"study_design_scores_gemma":[0.000005134146,0.00002745063,0.001716872,0.0000609443,0.000007307051,0.00003228526,0.00004572839,0.9456124,0.0007189888,0.04950003,0.002262691,0.00001022988],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0282187,0.004064366,0.9571255,0.002711493,0.0001624276,0.00009935914,0.0002335743,0.0003572046,0.007027362],"genre_scores_gemma":[0.5931324,0.002911887,0.399196,0.0003907337,0.0004508753,0.0001883448,0.000342413,0.0000770925,0.003310295],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003389012,"threshold_uncertainty_score":0.01792306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095456399","doi":"10.2118/124047-ms","title":"Laboratory and Field Scale Analysis of Steam Over Solvent Injection in Fractured Reservoirs (SOS-FR) for Heavy-Oil Recovery","year":2009,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Petroleum engineering; Steam injection; Solvent; Imbibition; Matrix (chemical analysis); Oil field; Enhanced oil recovery; Diffusion; Phase (matter); Materials science; Geology; Chemistry; Thermodynamics; Composite material","authors":[{"name":"Al Muatasim Al Bahlani","is_ca":true},{"name":"Tayfun Babadagli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009198997797824737,"gpt":0.2611644543409865,"spread":0.2519654565431617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000204289,0.000131267,0.000137349,0.0001386685,0.0001965022,0.0001584213,0.0002387538,0.0001841447,0.000604169],"category_scores_gemma":[0.0002515528,0.00007616056,0.0001848306,0.0001519274,0.0002580369,0.000204479,0.0001447439,0.0003123909,0.0001029242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002918627,"about_ca_system_score_gemma":0.0002056679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004408822,"about_ca_topic_score_gemma":0.004513793,"domain_scores_codex":[0.9999206,0.000007505585,0.000004350391,0.00001837768,0.00003074089,0.00001849381],"domain_scores_gemma":[0.9998461,0.00004045186,0.00002744342,0.00001422196,0.00005601122,0.00001574157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001467744,0.0001198025,0.003974531,0.00005104358,0.000005924975,0.00005983116,0.00003892304,0.003215158,0.9890219,0.0001131005,0.0000634221,0.003189631],"study_design_scores_gemma":[0.00002457005,0.0008008701,0.01287594,0.000004766712,0.00001239443,0.00002895071,0.00008243743,0.04300495,0.9426088,0.00005853303,0.0004854765,0.00001216278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997524,0.00002033023,0.001956575,0.00001201476,0.000003128022,0.00001533395,0.0001540826,0.00002971909,0.0002849597],"genre_scores_gemma":[0.9973779,0.00003240884,0.002184805,0.000004670433,0.000001235438,0.00001459664,0.0001136434,0.000005661138,0.0002652303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004408822,"threshold_uncertainty_score":0.008766353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966965092","doi":"10.2118/114479-ms","title":"A Correlation of the Interfacial Tension between Supercritical Phase CO2 and Equilibrium Brines as a Function of Salinity, Temperature and Pressure","year":2008,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Energy","funders":"","keywords":"Surface tension; Salinity; Supercritical fluid; Brine; Solubility; Capillary pressure; Aquifer; Correlation coefficient; Thermodynamics; Carbon dioxide; Chemistry; Relative permeability; Distilled water; Petroleum engineering; Soil science; Environmental science; Chromatography; Geology; Geotechnical engineering; Groundwater","authors":[{"name":"D.B. Bennion","is_ca":true},{"name":"Stefan Bachu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02486855364500239,"gpt":0.2830798994870408,"spread":0.2582113458420384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002763599,0.0002733472,0.000202211,0.0006396713,0.0001304895,0.000334372,0.0002308954,0.0002526493,0.0008539822],"category_scores_gemma":[0.0008626747,0.000160987,0.0002120103,0.0006667306,0.0001593875,0.0002761795,0.0001596479,0.0003836385,0.0002695789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001720376,"about_ca_system_score_gemma":0.0001278124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002794613,"about_ca_topic_score_gemma":0.002809482,"domain_scores_codex":[0.9998686,0.00001141776,0.00001109914,0.00004129708,0.00004795774,0.00001959781],"domain_scores_gemma":[0.9993995,0.0002723534,0.0001135745,0.0000467768,0.0001480748,0.00001970443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004394602,0.0002078859,0.3134898,0.0001662843,0.0001646953,0.0003721673,0.0002632499,0.02991688,0.6271899,0.000371041,0.0005556083,0.02686304],"study_design_scores_gemma":[0.000009492001,0.0002788795,0.4141078,0.00001472842,0.00003885976,0.000198607,0.0002152081,0.1537912,0.4303887,0.0001273319,0.0007892377,0.00003985253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957851,0.00007463185,0.003014058,0.00001428166,0.00000403449,0.000006195148,0.0005122409,0.0001178659,0.000471568],"genre_scores_gemma":[0.9988631,0.00003494321,0.0005929755,0.000002161044,0.000001022212,0.000004740966,0.0003697267,0.000006337727,0.0001249446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002794613,"threshold_uncertainty_score":0.005556703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038117723","doi":"10.2118/170589-ms","title":"Experimental Investigation on Wellbore Strengthening in Shales by Means of Nanoparticle-Based Drilling Fluids","year":2014,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":53,"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","keywords":"Oil shale; Drilling; Petroleum engineering; Casing; Geology; Overburden; Hydraulic fracturing; Overburden pressure; Drilling fluid; Wellbore; Permeability (electromagnetism); Directional drilling; Fracture (geology); Geotechnical engineering; Materials science; Metallurgy","authors":[{"name":"Oscar Contreras","is_ca":true},{"name":"G. Hareland","is_ca":false},{"name":"Maen M. Husein","is_ca":true},{"name":"Runar Nygaard","is_ca":false},{"name":"Mortadha Alsaba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01496293938803601,"gpt":0.2181903883314705,"spread":0.2032274489434345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003578656,0.0002378989,0.0001624055,0.0002278038,0.0001947968,0.0001393053,0.0001682778,0.0003285902,0.0008416537],"category_scores_gemma":[0.0002942448,0.0001405773,0.0001575702,0.0001592562,0.0002651815,0.0002220837,0.0001826377,0.0003274734,0.0001207908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001345666,"about_ca_system_score_gemma":0.0001106477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006956076,"about_ca_topic_score_gemma":0.001698472,"domain_scores_codex":[0.9998067,0.00002635163,0.00001666527,0.0000352835,0.00007565456,0.00003931598],"domain_scores_gemma":[0.9996862,0.00009542565,0.00006347051,0.00002570174,0.0001034239,0.00002575059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008200229,0.00003369609,0.0003589999,0.00006683953,0.000002964401,0.00004890019,0.00007733066,0.0001893629,0.9981103,0.0000332413,0.00001652457,0.0009798501],"study_design_scores_gemma":[0.000005750085,0.000662989,0.002144682,0.000005556022,0.000006200035,0.0000242958,0.00007207426,0.0009139028,0.99582,0.00001275069,0.0003268482,0.000004965541],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989964,0.0001173007,0.0005075521,0.00001062248,0.000004160052,0.00001207347,0.00005436288,0.00001735999,0.0002801621],"genre_scores_gemma":[0.9980962,0.0001109577,0.001323907,0.000007992008,0.000001908024,0.0000162084,0.0000311466,0.000004069488,0.000407634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008416537,"threshold_uncertainty_score":0.002815604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168675226","doi":"10.2118/89866-ms","title":"A Comparative Study of Laboratory Techniques for Measuring Capillary Pressures in Tight Gas Sands","year":2004,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apache (Canada)","funders":"","keywords":"Capillary pressure; Capillary action; Centrifuge; Saturation (graph theory); Mercury (programming language); Porosity; Desorption; Vapor pressure; Pressure measurement; Materials science; Porous medium; Analytical Chemistry (journal); Mechanics; Petroleum engineering; Chemistry; Composite material; Geology; Chromatography; Thermodynamics","authors":[{"name":"K. E. Newsham","is_ca":true},{"name":"J. A. Rushing","is_ca":false},{"name":"Patrick M. Lasswell","is_ca":false},{"name":"J. C. Cox","is_ca":false},{"name":"T. A. Blasingame","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02298290514641596,"gpt":0.2698815172116605,"spread":0.2468986120652446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00428357,0.0005333727,0.0005607463,0.002059,0.0007229624,0.0009819949,0.00131336,0.0008172391,0.000901427],"category_scores_gemma":[0.01248919,0.0004119759,0.0003309043,0.001366553,0.001098009,0.0007897008,0.0007909246,0.0006563797,0.0004097512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005667493,"about_ca_system_score_gemma":0.0007355568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001633078,"about_ca_topic_score_gemma":0.002891185,"domain_scores_codex":[0.992977,0.002539741,0.0003426301,0.0007734403,0.00315793,0.0002091701],"domain_scores_gemma":[0.9854768,0.008530529,0.001490957,0.001073315,0.003136588,0.0002919653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009454675,0.0007934503,0.02145213,0.0006374704,0.0001258588,0.0001988788,0.001478466,0.001190757,0.8817877,0.0006877911,0.0004177891,0.09028419],"study_design_scores_gemma":[0.00004793666,0.004023824,0.02876206,0.00006814342,0.0001419268,0.0007773912,0.0007138118,0.00652935,0.9551709,0.0002431811,0.003409211,0.0001122765],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8440253,0.002037582,0.1502183,0.0001247871,0.0001276855,0.0004078052,0.0003590535,0.0007812008,0.001918205],"genre_scores_gemma":[0.8661156,0.001164808,0.1303532,0.00008164515,0.00009083358,0.0006582416,0.0004130321,0.0001514015,0.0009712765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00428357,"threshold_uncertainty_score":0.022654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049297882","doi":"10.2118/77600-ms","title":"The Modeling of the Effect of Water Blockage and Geomechanics in Waterfracs","year":2002,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":53,"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":"Geomechanics; Microseism; Permeability (electromagnetism); Geology; Fracture (geology); Petroleum engineering; Geotechnical engineering; Soil science; Seismology; Chemistry","authors":[{"name":"A. Settari","is_ca":true},{"name":"R. B. Sullivan","is_ca":false},{"name":"R. C. Bachman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008241559106933515,"gpt":0.200647094473764,"spread":0.1924055353668305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001953932,0.0003588016,0.0003592601,0.0002250822,0.0004118803,0.0005910157,0.0005086394,0.0005389281,0.001567804],"category_scores_gemma":[0.00068125,0.0003214209,0.0003172135,0.0001461179,0.0005781576,0.0005585923,0.0003364355,0.0003206157,0.0001301584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183852,"about_ca_system_score_gemma":0.00109153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07269035,"about_ca_topic_score_gemma":0.04468892,"domain_scores_codex":[0.9999182,0.00001710154,0.000003519728,0.00001929896,0.00001773653,0.00002406229],"domain_scores_gemma":[0.9997109,0.0001197977,0.00006451453,0.0000255645,0.0000437965,0.00003559075],"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":[0.0000484901,0.00002914884,0.00430612,0.000009156341,0.000008287311,0.00007004677,0.00002379265,0.9884748,0.005347039,0.000481147,0.00003379429,0.001168144],"study_design_scores_gemma":[0.000004493621,0.00003685572,0.002115294,0.000001078268,0.00000420563,0.000006466581,0.00001636141,0.9963761,0.001285407,0.00006697113,0.00008361474,0.000003117774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931868,0.00003377849,0.005622779,0.00005059212,0.000003399373,0.00001015386,0.00006631627,0.00005587138,0.0009702808],"genre_scores_gemma":[0.9987959,0.00001810391,0.0005704847,0.000003008776,9.717352e-7,0.000004572084,0.00001715774,0.000004431087,0.0005854817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07269035,"threshold_uncertainty_score":0.1445345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089907952","doi":"10.2118/110679-ms","title":"Improving Well Productivity and Profitability in the Bakken—A Summary of Our Experiences Drilling, Stimulating, and Operating Horizontal Wells","year":2007,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Drilling; Profitability index; Petroleum engineering; Completion (oil and gas wells); Wellbore; Productivity; Production (economics); Geology; Offset (computer science); Engineering; Mining engineering; Computer science; Business; Economics; Mechanical engineering","authors":[{"name":"Monte R. Besler","is_ca":false},{"name":"John W. Steele","is_ca":false},{"name":"Tanner Egan","is_ca":false},{"name":"Jed Wagner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01136814421001448,"gpt":0.2526716016713359,"spread":0.2413034574613214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002821082,0.0004929164,0.0002516768,0.0006222424,0.003606441,0.002584052,0.0009259185,0.0007168972,0.00188678],"category_scores_gemma":[0.003245201,0.0002454617,0.0001849416,0.000658528,0.00160572,0.001619997,0.002301104,0.0008157328,0.0002965961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003841638,"about_ca_system_score_gemma":0.003464739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02030793,"about_ca_topic_score_gemma":0.08175093,"domain_scores_codex":[0.9978107,0.0007636108,0.0000884103,0.0002546169,0.0004648583,0.0006178641],"domain_scores_gemma":[0.9975924,0.0006822752,0.0002054068,0.00008675939,0.0007378199,0.0006954085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006896715,0.001784992,0.1901529,0.001213707,0.00008716082,0.008345261,0.2041502,0.005526466,0.04247515,0.004669803,0.007318011,0.5335866],"study_design_scores_gemma":[0.00002860642,0.003803695,0.2214121,0.0004408657,0.00008458464,0.004755752,0.5926738,0.003230135,0.03295026,0.001476195,0.1389318,0.0002122294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872869,0.001002932,0.001754266,0.00124767,0.00002640225,0.00004343384,0.00004447165,0.00003829924,0.008555723],"genre_scores_gemma":[0.9887435,0.001398817,0.004147418,0.0001788859,0.0000141516,0.00001785621,0.00005258292,0.00002701806,0.005419763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02030793,"threshold_uncertainty_score":0.04037946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039941054","doi":"10.2118/145463-ms","title":"Integrating Fracture Diagnostics and Engineering Data in the Marcellus Shale","year":2011,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Microseism; Hydraulic fracturing; Petroleum engineering; Geology; Drilling; Unconventional oil; Offset (computer science); Fracture (geology); Oil shale; Completion (oil and gas wells); Seismology; Geotechnical engineering; Engineering; Computer science; Mechanical engineering","authors":[{"name":"Michael Mayerhofer","is_ca":false},{"name":"Neil Stegent","is_ca":false},{"name":"James O. Barth","is_ca":true},{"name":"Kevin M. Ryan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02621223307961997,"gpt":0.2366022892893259,"spread":0.2103900562097059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000663049,0.0002468826,0.0002928346,0.001649078,0.0004314676,0.0004059267,0.0002418795,0.000301887,0.0003803923],"category_scores_gemma":[0.001114067,0.0001513215,0.0001932799,0.0007923918,0.000314954,0.0002802909,0.0004705682,0.000229,0.00007728999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006471577,"about_ca_system_score_gemma":0.0008142025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01891567,"about_ca_topic_score_gemma":0.06679361,"domain_scores_codex":[0.999463,0.00007292817,0.00002829557,0.00008812888,0.0002699528,0.00007767266],"domain_scores_gemma":[0.9991825,0.0002322586,0.0001230897,0.00006261173,0.0003259171,0.00007371599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001110998,0.0003619752,0.5889724,0.0001258376,0.00008906541,0.001165301,0.0009545183,0.02446368,0.2915558,0.0003932191,0.0002135696,0.0905937],"study_design_scores_gemma":[0.00003122631,0.0009918285,0.8304915,0.0000170587,0.00003932042,0.0003166044,0.0007485886,0.03322904,0.1325735,0.00019163,0.001311489,0.0000582231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984363,0.00003966636,0.00104068,0.000009135331,9.27562e-7,0.0000116062,0.00008874247,0.00001911548,0.0003538818],"genre_scores_gemma":[0.9965788,0.0000177714,0.003011846,0.000005604789,0.000001122022,0.000009292886,0.0001269604,0.000004343003,0.0002442578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01891567,"threshold_uncertainty_score":0.03761119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974614909","doi":"10.2118/170949-ms","title":"Environmental Risk and Well Integrity of Plugged and Abandoned Wells","year":2014,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apache (Canada)","funders":"","keywords":"Abandonment (legal); Risk analysis (engineering); Isolation (microbiology); Forensic engineering; Variety (cybernetics); Engineering; Computer science; Business; Political science","authors":[{"name":"George E. King","is_ca":true},{"name":"Randy L. Valencia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006040361836402448,"gpt":0.1894739531590519,"spread":0.1834335913226494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001269244,0.0002409085,0.0002755948,0.001595118,0.0006312705,0.002095303,0.0004201747,0.0004736028,0.002331576],"category_scores_gemma":[0.004712309,0.0001510828,0.0003473246,0.001266581,0.0008204272,0.001088278,0.001064636,0.0004037449,0.0002255025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205374,"about_ca_system_score_gemma":0.0005142806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006163822,"about_ca_topic_score_gemma":0.007716639,"domain_scores_codex":[0.9984939,0.000509525,0.0001069716,0.0001152282,0.0006284198,0.0001457993],"domain_scores_gemma":[0.9949421,0.001594053,0.001986096,0.0001870374,0.001063276,0.0002274137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009792101,0.0002441806,0.9088895,0.0001171495,0.0001635685,0.00319038,0.002036751,0.03871627,0.00594289,0.003485741,0.0006215735,0.03561291],"study_design_scores_gemma":[0.00001773271,0.00149606,0.9398263,0.0001403101,0.0001140548,0.002092664,0.0104199,0.02139832,0.01148651,0.005565894,0.007328006,0.0001142697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943855,0.0002225768,0.0009443232,0.0001072447,0.000005016865,0.00001481875,0.000238396,0.000009714824,0.00407258],"genre_scores_gemma":[0.9985012,0.0001244289,0.0002465622,0.000006716304,0.000002989508,0.000004009888,0.0001171333,0.000003874031,0.0009932114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006163822,"threshold_uncertainty_score":0.01225591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002357822","doi":"10.2118/97211-ms","title":"Surfactant Gel Foam/Emulsion: History and Field Application in Western Canadian Sedimentary Basin","year":2005,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pulmonary surfactant; Emulsion; Petroleum engineering; Fracturing fluid; Sedimentary rock; Geology; Methane; Enhanced oil recovery; Well stimulation; Permeability (electromagnetism); Hydrocarbon; Chemical engineering; Mineralogy; Materials science; Chemistry; Petroleum; Geochemistry; Reservoir engineering; Membrane; Organic chemistry","authors":[{"name":"D. V. S. Gupta","is_ca":false},{"name":"T. T. Leshchyshyn","is_ca":false},{"name":"Barry Hlidek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009365825917402421,"gpt":0.2164170819575988,"spread":0.2070512560401963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006677621,0.0003640878,0.0002748147,0.001732248,0.002009209,0.0005358349,0.0006758287,0.0003915491,0.0006035978],"category_scores_gemma":[0.0005121471,0.0001275743,0.0001973033,0.001703376,0.0008167673,0.0002045406,0.0003156577,0.0002581307,0.0001065724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009946472,"about_ca_system_score_gemma":0.007411488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8947079,"about_ca_topic_score_gemma":0.9434314,"domain_scores_codex":[0.9995742,0.0000308294,0.00001929391,0.00007241543,0.0002093592,0.00009384425],"domain_scores_gemma":[0.9993352,0.00003235365,0.00003116192,0.00001582668,0.000514589,0.00007073599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001124626,0.001388304,0.09281933,0.0009899873,0.0001282324,0.001783677,0.003939905,0.007213957,0.672502,0.001035185,0.001345044,0.2157298],"study_design_scores_gemma":[0.0001550716,0.00414492,0.4132369,0.0001256349,0.0002171134,0.0007806328,0.005062982,0.004647241,0.529116,0.0002676137,0.04207374,0.0001722224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922057,0.001864625,0.000694815,0.0001242543,0.00000851103,0.0001150968,0.0002493451,0.00005184953,0.004685857],"genre_scores_gemma":[0.993159,0.001835671,0.002895042,0.00003890575,0.000005084854,0.00002197379,0.0002442014,0.000007573556,0.001792625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1052921,"threshold_uncertainty_score":0.2118243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2308753646","doi":"10.2118/174874-ms","title":"A Framework for Transparency in Drilling Mechanics and Dynamics Measurements","year":2015,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apache (Canada)","funders":"","keywords":"Computer science; Drilling; Automation; Borehole; Terminology; Velocimetry; Transparency (behavior); Python (programming language); Mechanical engineering; Control engineering; Real-time computing; Simulation; Engineering; Mechanics","authors":[{"name":"John Macpherson","is_ca":false},{"name":"Pastusek Paul","is_ca":false},{"name":"Michael Behounek","is_ca":true},{"name":"Richard Harmer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05618956650343616,"gpt":0.2679236829268089,"spread":0.2117341164233728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0878951,0.002004954,0.001933985,0.008344218,0.005140972,0.02567971,0.007602142,0.007920631,0.006141689],"category_scores_gemma":[0.1249242,0.002871239,0.003797061,0.005950398,0.01799734,0.03929603,0.02271017,0.01227418,0.002566371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004858962,"about_ca_system_score_gemma":0.01044301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113264,"about_ca_topic_score_gemma":0.004479715,"domain_scores_codex":[0.9052472,0.05145611,0.01013926,0.008500701,0.02187876,0.002777949],"domain_scores_gemma":[0.8404528,0.08599901,0.0103383,0.0358776,0.02360533,0.003726939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003029048,0.00003298768,0.0003792242,0.0001104225,0.00002204068,0.0002503046,0.001295646,0.004432598,0.000468568,0.9736537,0.002177765,0.01714632],"study_design_scores_gemma":[0.00004064243,0.00007865836,0.0003408506,0.0007890271,0.00006232436,0.0003445483,0.0009291162,0.05913842,0.00275026,0.7920532,0.1433196,0.0001535039],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00152875,0.0004802696,0.9848421,0.003324226,0.0002534698,0.0002082992,0.0002048318,0.001266242,0.007891857],"genre_scores_gemma":[0.1155879,0.00100133,0.8754752,0.00118485,0.0006780949,0.0008460205,0.0006973564,0.0007552343,0.003774001],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0878951,"threshold_uncertainty_score":0.4648392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979372171","doi":"10.2118/71542-ms","title":"Survey of Successful World-Wide Asphaltene Inhibitor Treatments in Oil Production Fields","year":2001,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nalcor Energy (Canada)","funders":"","keywords":"Asphaltene; Deposition (geology); Petroleum engineering; Investment (military); Revenue; Production (economics); Oil production; Oil field; Crude oil; Environmental science; Business; Natural resource economics; Geology; Engineering; Chemical engineering; Political science; Finance; Economics; Paleontology; Sediment","authors":[{"name":"Lawrence M. Cenegy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02557664021081229,"gpt":0.2793074353309226,"spread":0.2537307951201103,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001490623,0.0002814289,0.0002171648,0.002520057,0.0006434544,0.0006426922,0.0005144966,0.0004037045,0.001615714],"category_scores_gemma":[0.001895872,0.0001486467,0.0001840143,0.002177431,0.0003899256,0.0005172481,0.0002675657,0.0002092555,0.0004647658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008312018,"about_ca_system_score_gemma":0.001081703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006751183,"about_ca_topic_score_gemma":0.01485499,"domain_scores_codex":[0.9990761,0.0001616022,0.00009702252,0.0002003469,0.0002684325,0.0001963761],"domain_scores_gemma":[0.996309,0.0008877133,0.001153983,0.0001557604,0.001210491,0.0002831015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006815105,0.001124346,0.5130658,0.001497064,0.0001893294,0.001506712,0.00149921,0.001493549,0.06931563,0.0004322884,0.003349463,0.4058451],"study_design_scores_gemma":[0.00001597835,0.00134231,0.9366216,0.0001232318,0.00007784276,0.001314303,0.002423665,0.0002424264,0.03006588,0.00006186889,0.02768659,0.00002423712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877546,0.006530688,0.0005596629,0.0001485344,0.00001206458,0.0000762009,0.0006263263,0.00003570266,0.004256299],"genre_scores_gemma":[0.9881363,0.006879443,0.0008685788,0.0001054604,0.00001109824,0.00004069102,0.001390568,0.000009083048,0.002558799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006751183,"threshold_uncertainty_score":0.01342374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2761476419","doi":"10.2118/187038-ms","title":"Fracture Closure Stress: Reexamining Field and Laboratory Experiments of Fracture Closure Using Modern Interpretation Methodologies","year":2017,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Pratt and Whitney Canada","keywords":"Closure (psychology); Fracture (geology); Tiltmeter; Geology; Geotechnical engineering; Physics; Law","authors":[{"name":"D. Craig","is_ca":false},{"name":"R. D. Barree","is_ca":false},{"name":"N. R. Warpinski","is_ca":false},{"name":"T. A. Blasingame","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0375974815106575,"gpt":0.3210767498453964,"spread":0.2834792683347389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008408734,0.0004880967,0.0004508026,0.001707467,0.000737812,0.001374005,0.001620389,0.0008677164,0.001353926],"category_scores_gemma":[0.01388065,0.0002699346,0.0004325376,0.00127357,0.002407654,0.002300911,0.001255012,0.002023373,0.0001957439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117816,"about_ca_system_score_gemma":0.0008382102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001945468,"about_ca_topic_score_gemma":0.002384115,"domain_scores_codex":[0.9957337,0.001468309,0.0003043297,0.0006142746,0.001755811,0.0001236335],"domain_scores_gemma":[0.9877663,0.005590736,0.001759984,0.001661901,0.003016743,0.0002043471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001451713,0.00162151,0.1647181,0.001288534,0.0001867563,0.001016358,0.01065022,0.01552222,0.3279899,0.01862996,0.003360005,0.4535647],"study_design_scores_gemma":[0.0001672219,0.006236987,0.4304271,0.0006664515,0.0002114115,0.001117879,0.009117991,0.1074131,0.3822544,0.02819981,0.03381555,0.0003720801],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8726671,0.0009647359,0.1189529,0.0007963433,0.0002002773,0.0002634068,0.0004340024,0.0005418856,0.005179239],"genre_scores_gemma":[0.9360257,0.0003472726,0.06218054,0.00022533,0.0001025473,0.0001786657,0.0002226928,0.0001031429,0.000614148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008408734,"threshold_uncertainty_score":0.04447019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083953223","doi":"10.2118/135804-ms","title":"Direct Method of Estimating Average Reservoir Pressure for Flowing Oil and Gas Wells","year":2010,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Petro-Canada","funders":"","keywords":"Petroleum engineering; Permeability (electromagnetism); Volumetric flow rate; Work (physics); Fossil fuel; Environmental science; Natural gas; Oil production; Geology; Mechanics; Engineering; Chemistry; Mechanical engineering","authors":[{"name":"Ram G. Agarwal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01202542672318563,"gpt":0.2685865149390931,"spread":0.2565610882159075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006363904,0.0006256322,0.0007331574,0.001871768,0.0002902862,0.0009227862,0.001308715,0.0005811352,0.002255521],"category_scores_gemma":[0.003143704,0.00047597,0.0004258797,0.001084871,0.0003125896,0.000911283,0.0006420023,0.0009076193,0.00134633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004639894,"about_ca_system_score_gemma":0.0008654362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003358567,"about_ca_topic_score_gemma":0.00396736,"domain_scores_codex":[0.9990411,0.0001294987,0.0000372333,0.0002489119,0.0005109034,0.00003219558],"domain_scores_gemma":[0.9984486,0.0005212973,0.0001535283,0.0001421483,0.0006879171,0.00004642428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003365986,0.0001593121,0.03572359,0.0008158643,0.00009768626,0.0003112156,0.0004322944,0.0641667,0.1761524,0.004135401,0.001552149,0.7161168],"study_design_scores_gemma":[0.00002964191,0.0002358451,0.01538608,0.00004021838,0.00004741957,0.0004543065,0.0001355475,0.8852084,0.09338147,0.001573883,0.003424462,0.0000826937],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05168716,0.0002609453,0.9433741,0.00004699921,0.00005208951,0.0001215069,0.0004003631,0.001540139,0.002516738],"genre_scores_gemma":[0.4811889,0.0003734347,0.5136508,0.0000242115,0.00004464118,0.0002055216,0.0005130057,0.0001494725,0.003850027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003358567,"threshold_uncertainty_score":0.007545471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2974195150","doi":"10.2118/196190-ms","title":"Waterflooding Optimization under Geological Uncertainties by Using Deep Reinforcement Learning Algorithms","year":2019,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":48,"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":"Particle swarm optimization; Reinforcement learning; Artificial neural network; Reservoir simulation; Computer science; Mathematical optimization; Set (abstract data type); Water cut; Algorithm; Artificial intelligence; Mathematics; Petroleum engineering; Engineering","authors":[{"name":"Hongze Ma","is_ca":true},{"name":"Gaoming Yu","is_ca":false},{"name":"Yuehui She","is_ca":false},{"name":"Yongan Gu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02553818368314833,"gpt":0.2701560822010741,"spread":0.2446178985179258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001097351,0.000726409,0.0009689189,0.0004984948,0.0003071197,0.0007100367,0.0006868659,0.0009169469,0.0007952179],"category_scores_gemma":[0.00225877,0.0004560852,0.0005455108,0.0003180508,0.000734315,0.0006181806,0.0006945507,0.0006774673,0.00008377286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008388202,"about_ca_system_score_gemma":0.001170594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01249983,"about_ca_topic_score_gemma":0.006715266,"domain_scores_codex":[0.9997445,0.00009343469,0.00001493144,0.00004366718,0.0000518948,0.0000517087],"domain_scores_gemma":[0.998847,0.0007286866,0.0001501335,0.00004556811,0.0001750515,0.00005347431],"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":[0.00000869478,0.000008405462,0.0003070987,0.000005992448,0.00000655317,0.00001192163,0.000004974048,0.9968128,0.0001577147,0.0003002839,0.00003659034,0.002338927],"study_design_scores_gemma":[0.000002514029,0.000005170406,0.000027259,7.480418e-7,0.000001010387,8.270976e-7,0.000001276134,0.9997401,0.00004272123,0.0001600323,0.00001765746,6.759941e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2454664,0.0004671648,0.7487673,0.0004465971,0.00005779329,0.00007081143,0.00007883902,0.0003519068,0.00429324],"genre_scores_gemma":[0.9735636,0.00005868189,0.02564378,0.00007011672,0.00001043946,0.00004514943,0.00004710611,0.00001597638,0.0005452739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01249983,"threshold_uncertainty_score":0.02485418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065952574","doi":"10.2118/84034-ms","title":"Applicability of Vapor Extraction Process to Problematic Viscous Oil Reservoirs","year":2003,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":45,"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":"Petroleum engineering; Asphalt; Soil vapor extraction; Extraction (chemistry); Viscosity; Environmental science; Process (computing); Work (physics); Enhanced oil recovery; Environmentally friendly; Geology; Fossil fuel; Process engineering; Materials science; Computer science; Waste management; Engineering; Mechanical engineering; Contamination; Chemistry","authors":[{"name":"Kulada Karmaker","is_ca":true},{"name":"Brij Maini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02425405784533365,"gpt":0.3102740697174465,"spread":0.2860200118721128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002135914,0.0002381043,0.0003746215,0.0002111867,0.0003441807,0.000375546,0.0003273445,0.0003581484,0.001028824],"category_scores_gemma":[0.0005962487,0.0001528724,0.0002961999,0.000189933,0.0004384029,0.0003535924,0.0005501696,0.0002533438,0.0001132998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854121,"about_ca_system_score_gemma":0.0002967743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002904822,"about_ca_topic_score_gemma":0.001801811,"domain_scores_codex":[0.9998129,0.00003542209,0.00001049425,0.00002778197,0.0000671382,0.00004630948],"domain_scores_gemma":[0.999775,0.0001217749,0.00002735921,0.00003054659,0.00003474009,0.00001064337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008462207,0.0002096459,0.006432933,0.0003733443,0.00004841918,0.000906734,0.0001530145,0.3728049,0.5922167,0.002108366,0.0002435335,0.02365612],"study_design_scores_gemma":[0.00006383995,0.001017648,0.002301706,0.00001255473,0.00002569196,0.0001204678,0.0001029661,0.4904326,0.5038597,0.0007177661,0.001320112,0.00002496651],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897059,0.0001221235,0.008543233,0.00003518058,0.00000823211,0.00002684155,0.00005509298,0.00006851093,0.001434865],"genre_scores_gemma":[0.9982048,0.00007430503,0.001357161,0.000002587161,0.000001186885,0.00001044776,0.00003207156,0.000002695844,0.0003146665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002904822,"threshold_uncertainty_score":0.005775869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045210153","doi":"10.2118/170969-ms","title":"Advances in Understanding Wettability of Tight and Shale Gas Formations","year":2014,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Encana (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Imbibition; Oil shale; Wetting; Tight oil; Contact angle; Geology; Petroleum engineering; Shale oil; Mineralogy; Total organic carbon; Materials science; Chemistry; Composite material; Environmental chemistry","authors":[{"name":"Qing Lan","is_ca":true},{"name":"Mingxiang Xu","is_ca":true},{"name":"Hassan Dehghanpour","is_ca":true},{"name":"James M. Wood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02097698076580469,"gpt":0.2474534993478832,"spread":0.2264765185820785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005140483,0.0003990478,0.0005280446,0.001640099,0.0002688919,0.0009131478,0.0004588173,0.0003297256,0.0008175363],"category_scores_gemma":[0.0005250886,0.000241585,0.0002527281,0.0008964784,0.0006492792,0.001030365,0.0004957469,0.0003809725,0.0001166915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102919,"about_ca_system_score_gemma":0.0006807908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03454169,"about_ca_topic_score_gemma":0.06011153,"domain_scores_codex":[0.9998313,0.00001139475,0.000007825742,0.00005611048,0.00006093279,0.00003237268],"domain_scores_gemma":[0.9996276,0.0001050404,0.0001070136,0.00003739063,0.00008889793,0.00003400419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002009071,0.00007025142,0.1219997,0.001407446,0.0002200204,0.0001546788,0.001024711,0.006602135,0.728147,0.001700665,0.0001927969,0.1382795],"study_design_scores_gemma":[0.000006264183,0.0001884532,0.8180473,0.00008746952,0.0001006048,0.0002520178,0.0009323433,0.01640745,0.1474669,0.001886701,0.01456146,0.00006287205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9674164,0.01734235,0.01155401,0.0001150946,0.000009245136,0.00002039957,0.0005024335,0.00006610103,0.002974011],"genre_scores_gemma":[0.987417,0.00654247,0.005240722,0.00003544332,0.00001903545,0.000009015443,0.000296466,0.00001433275,0.0004255633],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03454169,"threshold_uncertainty_score":0.0686813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978867084","doi":"10.2118/95754-ms","title":"Optimizing the SAGD Process in Three Major Canadian Oil-Sands Areas","year":2005,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Oil sands; Asphalt; Petroleum engineering; Permeability (electromagnetism); Reservoir simulation; Geology; Steam-assisted gravity drainage; Oil production; Petroleum reservoir; Environmental science; Materials science","authors":[{"name":"Hyundon Shin","is_ca":true},{"name":"M. Polikar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01547885221574102,"gpt":0.2567615742460603,"spread":0.2412827220303193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004923475,0.0004317088,0.0004871392,0.0005692792,0.001133676,0.001009611,0.0005911593,0.0004897446,0.001255151],"category_scores_gemma":[0.0006569861,0.0003145561,0.0004154466,0.0006671955,0.0005742003,0.0003736583,0.0004619457,0.0003173763,0.0001391111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00513777,"about_ca_system_score_gemma":0.003885644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.258692,"about_ca_topic_score_gemma":0.3733715,"domain_scores_codex":[0.9997564,0.0000201388,0.000009173793,0.00002148521,0.00008946037,0.0001032764],"domain_scores_gemma":[0.9997494,0.00006965304,0.00002701814,0.00001899253,0.0001036281,0.00003130464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004211585,0.0002351483,0.0114677,0.0001426412,0.00002936693,0.0002813645,0.0001014289,0.9228074,0.04067054,0.0007940273,0.0004173651,0.02263192],"study_design_scores_gemma":[0.000171484,0.0008550235,0.01727601,0.00001483372,0.00006683025,0.00005936449,0.0005154158,0.889964,0.08764987,0.0004902015,0.002869898,0.00006702134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995425,0.00005255495,0.002113331,0.00003903393,0.000003341212,0.00003274399,0.0001293136,0.00006175137,0.002142981],"genre_scores_gemma":[0.9970363,0.00005128843,0.002323278,0.000004879201,3.99725e-7,0.0000103537,0.00007835355,0.000007508355,0.0004876594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.741308,"threshold_uncertainty_score":0.5143725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}