{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":124,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":124,"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":"0ac595da9d1c","filters":{"venue":"Canadian Unconventional Resources and International Petroleum Conference"}},"results":[{"id":"W2091186046","doi":"10.2118/137748-ms","title":"An Unconventional Rate Decline Approach for Tight and Fracture-Dominated Gas Wells","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":169,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Tight gas; Fracture (geology); Geology; Oil shale; Drainage; Petroleum engineering; Hydraulic fracturing; Permeability (electromagnetism); Flow (mathematics); Matrix (chemical analysis); Volumetric flow rate; Work (physics); Mechanics; Geotechnical engineering; Soil science; Materials science; Chemistry; Engineering","authors":[{"name":"Anh N. Duong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008922874985460561,"gpt":0.2249727054904008,"spread":0.2160498305049402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002620171,0.001006015,0.0007453429,0.003346985,0.0004556539,0.001562252,0.002325126,0.001118406,0.002827922],"category_scores_gemma":[0.005050019,0.0005007249,0.001280722,0.001522564,0.0005689817,0.00201613,0.001477544,0.001371476,0.00120333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121724,"about_ca_system_score_gemma":0.0006312967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006583338,"about_ca_topic_score_gemma":0.004708401,"domain_scores_codex":[0.9989691,0.0002120262,0.00007052043,0.0003052751,0.0003256723,0.0001173898],"domain_scores_gemma":[0.9980275,0.0007271926,0.0003733478,0.0002544496,0.0005518402,0.00006564238],"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":[0.0003899577,0.0003629833,0.04922173,0.0006068565,0.000180659,0.0008396023,0.001025113,0.4383006,0.03651631,0.0895761,0.004017682,0.3789624],"study_design_scores_gemma":[0.000009438349,0.0000834008,0.005988071,0.00003068498,0.00002799612,0.0002360476,0.000148279,0.9697758,0.005422196,0.007213874,0.01102098,0.00004323406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05774288,0.0003291748,0.9325052,0.0001769017,0.0000354683,0.000189925,0.0004743769,0.001008909,0.007537144],"genre_scores_gemma":[0.6132721,0.0003855254,0.3687693,0.00019783,0.00007729775,0.0006040164,0.001221182,0.0006190302,0.01485378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006583338,"threshold_uncertainty_score":0.01385701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058169554","doi":"10.2118/137352-ms","title":"Tight Oil Production Analysis: Adaptation of Existing Rate-Transient Analysis Techniques","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":114,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Petroleum engineering; Permeability (electromagnetism); Geology; Tight oil; Tight gas; Hydraulic fracturing; Porosity; Relative permeability; Transient analysis; Multiphase flow; Oil production; Reservoir simulation; Fluid dynamics; Well stimulation; Geotechnical engineering; Reservoir engineering; Mechanics; Petroleum; Engineering; Oil shale; Transient response","authors":[{"name":"Christopher R. Clarkson","is_ca":true},{"name":"Per Kent Pedersen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01812703267373181,"gpt":0.2379552672678069,"spread":0.2198282345940751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006635254,0.0007729922,0.0005451449,0.00115572,0.0002713362,0.0006644888,0.001062166,0.0005592454,0.001939172],"category_scores_gemma":[0.002166664,0.0003387615,0.0006561799,0.000659603,0.0003699806,0.0009336477,0.00096376,0.0006930937,0.0003884557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005770964,"about_ca_system_score_gemma":0.0008112523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005237457,"about_ca_topic_score_gemma":0.002959738,"domain_scores_codex":[0.9996866,0.00006578324,0.00002273742,0.00005123096,0.0001352266,0.00003834048],"domain_scores_gemma":[0.9990528,0.0004340908,0.0001338989,0.0001565736,0.0001919565,0.00003065066],"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":[0.00007631681,0.0001517883,0.003992052,0.00007922512,0.00004465594,0.0001576881,0.0001014483,0.8768395,0.0402478,0.006542515,0.0002630519,0.07150406],"study_design_scores_gemma":[0.000001472769,0.00001246425,0.0001712301,0.000002190493,0.00000290166,0.000009347889,0.000005448121,0.9971331,0.002072872,0.0004124891,0.0001722599,0.000004072609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02705899,0.00002147465,0.9703678,0.00001556763,0.000007163587,0.00005342142,0.0000535227,0.001021416,0.001400541],"genre_scores_gemma":[0.7139106,0.0001043079,0.2837848,0.00002477132,0.00001305308,0.0002021353,0.0001608515,0.0002756188,0.001523922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005237457,"threshold_uncertainty_score":0.01041394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994041099","doi":"10.2118/137540-ms","title":"Effects of Nano Sized Metals on Viscosity Reduction of Heavy Oil/Bitumen During Thermal Applications","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":102,"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":"Asphalt; Viscosity; Materials science; Liquefaction; Oil shale; Heat transfer; Metal; Synthetic crude; Chemical engineering; Composite material; Metallurgy; Chemistry; Thermodynamics; Waste management; Shale oil; Organic chemistry","authors":[{"name":"Yousef Hamedi Shokrlu","is_ca":true},{"name":"Tayfun Babadagli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007719423028386791,"gpt":0.2261397270886603,"spread":0.2184203040602735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002408272,0.0003344934,0.0002502793,0.0002506798,0.0001865332,0.0002425504,0.0002214468,0.0002634846,0.001226228],"category_scores_gemma":[0.0005262471,0.0002032106,0.0002162383,0.0001809596,0.0002564987,0.0002297182,0.0001914857,0.0003470606,0.0002185784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002218629,"about_ca_system_score_gemma":0.0001022045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000490605,"about_ca_topic_score_gemma":0.001133335,"domain_scores_codex":[0.9997949,0.00003061959,0.00001658224,0.00004201871,0.00007550705,0.0000402914],"domain_scores_gemma":[0.9996564,0.0001023819,0.00008871603,0.00003446187,0.00009353326,0.00002451703],"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":[0.0001993538,0.00002872017,0.0001521441,0.00008086665,0.000005511832,0.00003234744,0.00004450133,0.0001417059,0.9973652,0.00002824841,0.00002615121,0.00189532],"study_design_scores_gemma":[0.000003463279,0.0001689083,0.0005814003,0.000002979278,0.000006530039,0.000008954366,0.00001831847,0.0003580264,0.9986104,0.000005060649,0.0002334975,0.000002470973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976215,0.0004570794,0.0009903261,0.00002461771,0.00001873714,0.00002111842,0.00007015909,0.00004510612,0.0007513572],"genre_scores_gemma":[0.9974208,0.0002368626,0.001539709,0.00001878568,0.000005461878,0.00002186963,0.00003621166,0.00001753688,0.0007028417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001226228,"threshold_uncertainty_score":0.004102111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978187204","doi":"10.2118/137728-ms","title":"Assessment of CO2 Flooding Potential for Bakken Formation, Saskatchewan","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Saskatchewan Research Council (Canada); University of Regina","funders":"","keywords":"Petroleum engineering; Enhanced oil recovery; Flooding (psychology); Surface tension; Geology; Siltstone; Porosity; Environmental science; Tight oil; Permeability (electromagnetism); Oil shale; Geotechnical engineering; Chemistry; Geomorphology","authors":[{"name":"Xin Wang","is_ca":true},{"name":"Pengsen Luo","is_ca":true},{"name":"Vahapcan Er","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009216589644504447,"gpt":0.2382752154773971,"spread":0.2290586258328926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002136847,0.0003608297,0.0001998269,0.0005777428,0.0007575253,0.0006348481,0.0004633953,0.0005063202,0.0009005612],"category_scores_gemma":[0.0003446331,0.0002053504,0.0003218993,0.0007309337,0.0003189429,0.0003275652,0.000363311,0.0002436455,0.0001487223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004079416,"about_ca_system_score_gemma":0.002535562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4089993,"about_ca_topic_score_gemma":0.5739217,"domain_scores_codex":[0.9998845,0.00001061053,0.000008028149,0.00002263361,0.00004171713,0.00003258055],"domain_scores_gemma":[0.9998235,0.00005107543,0.0000173085,0.00001148281,0.00007653536,0.00002017438],"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":[0.0009931672,0.0003815166,0.2156652,0.0002259461,0.0001339905,0.001975885,0.0004392356,0.3637137,0.3929599,0.0009361346,0.0004986722,0.0220767],"study_design_scores_gemma":[0.0001827618,0.001303683,0.2060466,0.00004096228,0.0001830325,0.0002781973,0.002225728,0.5004385,0.2856865,0.0005348721,0.002932027,0.000147105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980907,0.00002247234,0.0003399774,0.00001497816,0.00000179967,0.00002869652,0.0002426953,0.00001545296,0.001243241],"genre_scores_gemma":[0.9986777,0.00004683467,0.0005817465,0.000007081545,2.275161e-7,0.0000189499,0.0001997495,0.000002857401,0.0004649347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5910007,"threshold_uncertainty_score":0.8132373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033776437","doi":"10.2118/137488-ms","title":"Understanding Hydraulic Fracture Geometry and Interactions in the Horn River Basin through DFN and Numerical Modeling","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nexen (Canada); Golder Associates (Canada)","funders":"","keywords":"Fracture (geology); Calibration; Geology; Key (lock); Hydraulic fracturing; Drill; Computer science; Process (computing); Complex fracture; Geotechnical engineering; Engineering; Mechanical engineering; Mathematics","authors":[{"name":"Steve Rogers","is_ca":true},{"name":"Davide Elmo","is_ca":true},{"name":"Rory Dunphy","is_ca":true},{"name":"Doug Bearinger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03481846145908059,"gpt":0.2457590081185036,"spread":0.210940546659423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006144629,0.0004037944,0.0005066277,0.0008340354,0.0006412071,0.001044503,0.001108181,0.001393565,0.001504398],"category_scores_gemma":[0.002402463,0.0005007748,0.000536409,0.0007861063,0.000997656,0.0009764364,0.0008106982,0.0007357695,0.0001075009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002694509,"about_ca_system_score_gemma":0.001189453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1185002,"about_ca_topic_score_gemma":0.08903299,"domain_scores_codex":[0.9998109,0.00006348138,0.00001643915,0.00004764354,0.00003137717,0.00003018431],"domain_scores_gemma":[0.9991061,0.0005538142,0.0001216147,0.00007047987,0.0001042815,0.00004362577],"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":[0.000007165545,0.00001674354,0.004387632,0.000009065098,0.000008382663,0.00002579531,0.00003094215,0.9925486,0.000347372,0.001232652,0.00003728758,0.00134846],"study_design_scores_gemma":[0.000002030788,0.000002691071,0.0007972304,0.000002825982,0.000001391182,0.000004050609,0.00001381741,0.9985417,0.00005043533,0.000482088,0.0000986146,0.000003168946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359909,0.000219114,0.05555326,0.0004291726,0.00001761941,0.00005922313,0.0005321536,0.0001695743,0.007028884],"genre_scores_gemma":[0.987752,0.00009741032,0.01103745,0.00003723584,0.000005735046,0.00004229889,0.0001511842,0.00002868513,0.0008479714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8814998,"threshold_uncertainty_score":0.2356209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020824666","doi":"10.2118/134613-ms","title":"The Potential Applications in Heavy Oil EOR with the Nanoparticle and Surfactant Stabilized Solvent-Based Emulsion","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":76,"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":"Emulsion; Enhanced oil recovery; Petroleum engineering; Pulmonary surfactant; Rheology; Materials science; Surface tension; Viscosity; Chemical engineering; Particle size; Environmental science; Nanoparticle; Solvent; Waste management; Chemistry; Nanotechnology; Geology; Composite material; Engineering; Organic chemistry","authors":[{"name":"Fangda Qiu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006141738948193324,"gpt":0.2056998093671778,"spread":0.1995580704189844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002887146,0.0002792053,0.0002224255,0.0002063835,0.000144135,0.0001940723,0.0001654075,0.0002366646,0.0007558535],"category_scores_gemma":[0.0002271113,0.00008073926,0.0002307996,0.0001073915,0.0001763331,0.0003840472,0.0002234662,0.0002354881,0.0001701684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649575,"about_ca_system_score_gemma":0.0001876308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009108472,"about_ca_topic_score_gemma":0.001585445,"domain_scores_codex":[0.9998683,0.00002385536,0.00001145139,0.00002676815,0.00004741609,0.00002215738],"domain_scores_gemma":[0.9999071,0.00001880587,0.00002319092,0.000008042953,0.00003235643,0.00001050342],"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":[0.00002492024,0.00001006406,0.0001269007,0.00003849489,0.000001817499,0.000041877,0.00001062878,0.00009886942,0.9979981,0.00003255145,0.00001116313,0.0016047],"study_design_scores_gemma":[0.000003475685,0.0002694858,0.0006984569,0.000002915582,0.000008461147,0.00005352615,0.00002458672,0.000951009,0.9970636,0.00001786305,0.0009024165,0.0000041779],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867374,0.001542078,0.00987537,0.0000973643,0.00002531465,0.00005030982,0.00007494877,0.0001509344,0.001446312],"genre_scores_gemma":[0.9904745,0.0005663229,0.00724633,0.00003081589,0.00000604716,0.00001793162,0.00005458386,0.00001803423,0.001585442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009108472,"threshold_uncertainty_score":0.002528548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983862412","doi":"10.2118/138148-ms","title":"A New Method To Simultaneously Measure In-Situ Permeability and Porosity Under Reservoir Conditions: Implications for Characterization of Unconventional Gas Reservoirs","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Institute of Population and Public Health","keywords":"Porosity; Permeability (electromagnetism); Effective porosity; Methane; Effective stress; Compressibility; Oil shale; Natural gas; Materials science; Stress (linguistics); Geology; Core sample; Petroleum engineering; Mineralogy; Geotechnical engineering; Composite material; Core (optical fiber); Mechanics; Chemistry","authors":[{"name":"Xudong Cui","is_ca":false},{"name":"R.M. Bustin","is_ca":true},{"name":"Ron Brezovski","is_ca":false},{"name":"Brent R. Nassichuk","is_ca":false},{"name":"Ken Glover","is_ca":false},{"name":"V. S. Murthy Pathi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02540811990289827,"gpt":0.2713591237852482,"spread":0.2459510038823499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001120983,0.0006319883,0.0004282956,0.0009183153,0.0002970418,0.0004970742,0.000719099,0.0006413837,0.0006564623],"category_scores_gemma":[0.002062292,0.0004947789,0.0002299891,0.0006414956,0.0007704466,0.00140168,0.0009607757,0.001137175,0.0001804931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003674724,"about_ca_system_score_gemma":0.0005119133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007227954,"about_ca_topic_score_gemma":0.002012469,"domain_scores_codex":[0.9991164,0.0001004194,0.0000606464,0.0002255304,0.0004580759,0.00003902481],"domain_scores_gemma":[0.9983729,0.0003956473,0.0003791454,0.0002646778,0.000483691,0.0001038221],"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":[0.00002963378,0.0000285448,0.002044522,0.0001302994,0.00001371304,0.00006100008,0.00009863036,0.001020779,0.9783876,0.0004295132,0.0001322026,0.01762346],"study_design_scores_gemma":[0.000008048468,0.0001397308,0.006770636,0.00002119056,0.00003299444,0.0003515511,0.0001172299,0.02923046,0.9600947,0.0004994345,0.00266886,0.00006519375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2197039,0.00139439,0.7741598,0.0002896615,0.0001500823,0.0002100869,0.0007985167,0.001366629,0.001926913],"genre_scores_gemma":[0.5362229,0.0009530591,0.4603198,0.000129034,0.00005388146,0.0004201416,0.0002971255,0.0001551328,0.001448845],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001120983,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037485208","doi":"10.2118/138170-ms","title":"A Comparative Simulation Study of Addition of Solvents to Steam in SAGD Process","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":44,"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; Oil sands; Asphalt; Petroleum engineering; Butane; Propane; Steam injection; Environmental science; Solvent; Hydrocarbon; Chemical engineering; Waste management; Chemistry; Materials science; Geology; Catalysis; Engineering; Organic chemistry","authors":[{"name":"Mojtaba Ardali","is_ca":false},{"name":"D. D. Mamora","is_ca":false},{"name":"María A. Barrufet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02137313554400221,"gpt":0.2867196566330649,"spread":0.2653465210890626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002441183,0.0004451215,0.0005891032,0.0004871998,0.0005655799,0.0007889185,0.0005201616,0.001063443,0.004283207],"category_scores_gemma":[0.0007632145,0.0002300983,0.0008535351,0.0004688567,0.0003897302,0.0004412815,0.0003313304,0.000545353,0.0002327192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006254328,"about_ca_system_score_gemma":0.0006391835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02046803,"about_ca_topic_score_gemma":0.01142527,"domain_scores_codex":[0.9998755,0.00002475734,0.000006414009,0.00001778588,0.00003238918,0.0000430071],"domain_scores_gemma":[0.9994801,0.0003040126,0.00004214005,0.00002130688,0.0001185362,0.00003386097],"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":[0.0002071964,0.0001210761,0.005187967,0.0001191025,0.00002618424,0.0002662142,0.00007473822,0.9855893,0.004322259,0.0008290127,0.0004393829,0.002817537],"study_design_scores_gemma":[0.00002685909,0.0001435563,0.001562102,0.00001255609,0.00001577879,0.00001949936,0.000109979,0.9945372,0.002668869,0.0002068066,0.0006856777,0.00001104785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972203,0.000293439,0.006670195,0.0002444337,0.00005873971,0.00005815717,0.0009245749,0.0001502419,0.01939725],"genre_scores_gemma":[0.9960372,0.0001039412,0.001476395,0.00002179705,0.000003222925,0.00003738421,0.0003314919,0.00001516898,0.001973416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02046803,"threshold_uncertainty_score":0.04069775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086415167","doi":"10.2118/137545-ms","title":"Experimental Measurement of Diffusion Coefficient of CO2 in Heavy Oil Using X-Ray Computed-Assisted Tomography Under Reservoir Conditions","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":39,"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":"Canada Research Chairs; Porous Media Laboratory","keywords":"Diffusion; Carbon dioxide; Thermal diffusivity; Materials science; Extraction (chemistry); Enhanced oil recovery; Viscosity; Mass transfer; Diffusion process; Volume (thermodynamics); Gaseous diffusion; Tomography; Mass transfer coefficient; Mass diffusivity; Petroleum engineering; Chemistry; Thermodynamics; Chromatography; Composite material; Innovation diffusion; Computer science; Geology","authors":[{"name":"Liang Song","is_ca":true},{"name":"Apostolos Kantzas","is_ca":true},{"name":"J. Bryan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02861016592534324,"gpt":0.2480152303393354,"spread":0.2194050644139921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004489498,0.0002943436,0.0002149902,0.0002467852,0.0002674063,0.000341046,0.0004142302,0.0004396864,0.0008707847],"category_scores_gemma":[0.001278249,0.0002299785,0.000156648,0.0004364636,0.0007110179,0.0006470041,0.0002930645,0.0004791348,0.00009258767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004057785,"about_ca_system_score_gemma":0.0004652634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003770547,"about_ca_topic_score_gemma":0.003011108,"domain_scores_codex":[0.9997459,0.00004226945,0.00002029256,0.00004767716,0.0001090992,0.00003482804],"domain_scores_gemma":[0.9989766,0.0005688648,0.0001293809,0.00007601798,0.0002167137,0.00003252028],"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":[0.0002773609,0.0000420425,0.001308214,0.00005658666,0.00000373232,0.00005508308,0.00009026378,0.00150885,0.9951541,0.0002014315,0.00002592726,0.001276468],"study_design_scores_gemma":[0.00001062303,0.0001234772,0.001087758,0.00000254512,0.000004715244,0.00002881026,0.00003000167,0.008191609,0.9903779,0.00001775345,0.0001167177,0.000008014249],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937734,0.0000911196,0.005504985,0.00002490252,0.000006529626,0.00002113685,0.00009200774,0.00003305535,0.0004529164],"genre_scores_gemma":[0.9938215,0.0000994155,0.005603039,0.000007798357,0.000001674388,0.00002778617,0.00004989062,0.000009650758,0.0003792059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003770547,"threshold_uncertainty_score":0.007497251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2177555577","doi":"10.2118/136757-ms","title":"Restimulation of Unconventional Reservoirs: When are Refracs Beneficial?","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fracture (geology); Geology; Petroleum engineering; Hydraulic fracturing; Geotechnical engineering; Embedment; Petrology","authors":[{"name":"M. C. Vincent","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01406334820526844,"gpt":0.2237803265370228,"spread":0.2097169783317543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001039812,0.0003747654,0.0005892285,0.0003806592,0.0006011895,0.0009119284,0.0009817479,0.0005629752,0.002489087],"category_scores_gemma":[0.0009261381,0.0001541701,0.0005275385,0.000392522,0.0005415226,0.0009093774,0.0006836483,0.000689931,0.0003484885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162631,"about_ca_system_score_gemma":0.001347041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007280336,"about_ca_topic_score_gemma":0.02238564,"domain_scores_codex":[0.9995344,0.00007706894,0.00002893797,0.00005203676,0.0001914394,0.0001160722],"domain_scores_gemma":[0.9993781,0.0001390222,0.0001383239,0.00004537264,0.0002403536,0.00005887705],"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":[0.002796555,0.0008011245,0.009250132,0.00642386,0.0002461066,0.000956015,0.001339966,0.007042652,0.6712812,0.003039435,0.00224236,0.2945805],"study_design_scores_gemma":[0.0001203306,0.00979236,0.03349474,0.0009549605,0.0004189412,0.0005145829,0.005475134,0.003372819,0.8653451,0.001691582,0.07864973,0.0001697252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641583,0.01987031,0.006298338,0.001346649,0.0001460921,0.0001851604,0.0002933381,0.000126271,0.007575483],"genre_scores_gemma":[0.9765112,0.01143861,0.006190635,0.0003167688,0.00004088039,0.00008188302,0.0002585951,0.00004773553,0.005113752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9927197,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":true,"confidence":"high"},{"model":"opus","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W2082781278","doi":"10.2118/137440-ms","title":"Hot Solvent Injection for Heavy Oil/Bitumen Recovery: An Experimental Investigation","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Laricina Energy (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Solvent; Boiling point; Asphalt; Steam injection; Petroleum engineering; Materials science; Boiling; Porosity; Propane; Enhanced oil recovery; Chemical engineering; Chemistry; Composite material; Organic chemistry; Geology","authors":[{"name":"Varun Pathak","is_ca":true},{"name":"Tayfun Babadagli","is_ca":true},{"name":"Neil Edmunds","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0219164685782887,"gpt":0.2568154242718113,"spread":0.2348989556935225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006262649,0.0003831031,0.0004814964,0.0004151387,0.0004205253,0.0003075261,0.0003648143,0.0004744064,0.00202551],"category_scores_gemma":[0.0005673295,0.000175449,0.0003357534,0.0004718609,0.0004327814,0.0004999897,0.0003618061,0.0006014901,0.000505994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002503516,"about_ca_system_score_gemma":0.0002348349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007007074,"about_ca_topic_score_gemma":0.001219792,"domain_scores_codex":[0.9996718,0.00004610664,0.00002314382,0.00006322769,0.0001288959,0.000066828],"domain_scores_gemma":[0.999537,0.0001559139,0.00008417353,0.00006350316,0.0001300722,0.00002939886],"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":[0.0001900338,0.0001825626,0.0003098269,0.0002304259,0.000007596641,0.00007540634,0.00007338708,0.0002880301,0.9947566,0.00005984186,0.00005228353,0.003774091],"study_design_scores_gemma":[0.000009026377,0.0009195138,0.0007626546,0.000007443428,0.00001557047,0.0000349611,0.00004373815,0.0009664032,0.9964557,0.00001447722,0.0007620053,0.000008470234],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914781,0.0007753667,0.006015953,0.00004690168,0.00003040904,0.0001644609,0.0002546201,0.0001215463,0.001112659],"genre_scores_gemma":[0.9876093,0.001276151,0.008803065,0.00004527947,0.00002042111,0.00008675027,0.000175434,0.00004825374,0.001935455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00202551,"threshold_uncertainty_score":0.006776035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982144733","doi":"10.2118/136758-ms","title":"Experimental Study of Solvent-Based Emulsion Injection to Enhance Heavy Oil Recovery in Alaska North Slope Area","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":29,"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":"Emulsion; Enhanced oil recovery; Petroleum engineering; Surface tension; Pulmonary surfactant; Solvent; Rheology; Oil in place; Viscosity; Environmental science; Flooding (psychology); Materials science; Chemical engineering; Geology; Petroleum; Chemistry; Engineering; Composite material; Organic chemistry; Thermodynamics","authors":[{"name":"Fangda Qiu","is_ca":false},{"name":"D. D. Mamora","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01160000797761468,"gpt":0.2446769257403489,"spread":0.2330769177627342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001634667,0.0001931417,0.00020444,0.0002285655,0.0003392686,0.0001445489,0.0001724645,0.0002131804,0.0008778104],"category_scores_gemma":[0.0001089547,0.00007919557,0.0001583323,0.0001882103,0.0002010678,0.0001988292,0.0001675792,0.0002330014,0.0001596342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002047926,"about_ca_system_score_gemma":0.0002596962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005201311,"about_ca_topic_score_gemma":0.007299657,"domain_scores_codex":[0.9999143,0.000006850221,0.000005778171,0.00002272512,0.00003740763,0.00001295335],"domain_scores_gemma":[0.9999131,0.0000143574,0.00001704172,0.000006222159,0.00003674155,0.00001261245],"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":[0.0001374995,0.00005907614,0.001124551,0.00006341893,0.000003004142,0.0001333453,0.00008164591,0.0005018719,0.9948099,0.00004881925,0.00004110444,0.002995796],"study_design_scores_gemma":[0.00002080703,0.0008200772,0.007134123,0.000006133489,0.00001484611,0.00006328939,0.0001752717,0.002846546,0.9876529,0.00003399709,0.001219858,0.0000121133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965633,0.0001007632,0.002197454,0.00001770692,0.000007337414,0.00004369072,0.0001060635,0.0000567583,0.0009068931],"genre_scores_gemma":[0.9938031,0.0001734275,0.003749556,0.00001858772,0.000002942561,0.00003741982,0.0001031383,0.00001243347,0.002099328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005201311,"threshold_uncertainty_score":0.01034206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004534106","doi":"10.2118/137866-ms","title":"Effect of Solution-Gas-Oil-Ratio on Performance of Solution Gas Drive in Foamy Heavy Oil Systems","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":28,"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":"Gas oil ratio; Methane; Saturation (graph theory); Carbon dioxide; Petroleum engineering; Chemistry; Enhanced oil recovery; Solubility; Natural gas; Materials science; Geology; Organic chemistry","authors":[{"name":"Bashir Busahmin","is_ca":true},{"name":"Brij Maini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007287335719970071,"gpt":0.2155086715869697,"spread":0.2082213358669997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004427037,0.0004397279,0.0005644716,0.0004139788,0.0002298363,0.0004957434,0.0003524626,0.000361668,0.001394965],"category_scores_gemma":[0.001760452,0.0002475468,0.0002616177,0.0003982085,0.0003245182,0.0007222104,0.0004371179,0.0004127616,0.0003006482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002405298,"about_ca_system_score_gemma":0.000179057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017071,"about_ca_topic_score_gemma":0.001311941,"domain_scores_codex":[0.9995697,0.00008419259,0.00004740745,0.00007456205,0.0001282393,0.00009587735],"domain_scores_gemma":[0.9991001,0.0004918912,0.0001525344,0.00005690354,0.0001358355,0.00006282175],"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":[0.001950456,0.000192802,0.004347512,0.0002680551,0.00004596201,0.0002027214,0.0001964729,0.00246807,0.9766306,0.00005158303,0.00005748677,0.01358826],"study_design_scores_gemma":[0.00001726696,0.001688645,0.005476158,0.000009297395,0.0000248667,0.00007076334,0.00008936808,0.002893375,0.9893806,0.00001118373,0.0003249853,0.00001349682],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989452,0.0002613845,0.0004673251,0.00001205901,0.000003501272,0.000009344634,0.00005434714,0.00005136683,0.0001955925],"genre_scores_gemma":[0.9989972,0.0001457627,0.0005565569,0.000005991301,0.000002611561,0.000008209749,0.00007818129,0.00001779281,0.0001876279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001394965,"threshold_uncertainty_score":0.004666626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045050774","doi":"10.2118/137133-ms","title":"Method to Improve Thermal EOR Performance Using Intelligent Well Technology: Orion SAGD Field Trial","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Shell (Canada)","funders":"Shell","keywords":"Injector; Operability; Oil field; Petroleum engineering; Oil well; Engineering; Process engineering; Thermal; Enhanced oil recovery; Completion (oil and gas wells); Computer science; Mechanical engineering; Reliability engineering","authors":[{"name":"H. P. Clark","is_ca":true},{"name":"Felix Ascanio","is_ca":false},{"name":"Cor van Kruijsdijk","is_ca":false},{"name":"José Chavarría","is_ca":true},{"name":"Mirko Zatka","is_ca":true},{"name":"Wade Williams","is_ca":true},{"name":"Ahmed Yahyai","is_ca":true},{"name":"Joel Shaw","is_ca":false},{"name":"Mark Bedry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01976641284062814,"gpt":0.2784790077305841,"spread":0.258712594889956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001361599,0.0004231978,0.0004212601,0.0006022895,0.0003555906,0.000488884,0.0007409927,0.0004353574,0.002562926],"category_scores_gemma":[0.0008700321,0.0002051129,0.0002104666,0.0003208416,0.0003043613,0.0005534629,0.000564534,0.0006564585,0.0006296425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004439001,"about_ca_system_score_gemma":0.0005909249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008484545,"about_ca_topic_score_gemma":0.001037144,"domain_scores_codex":[0.9993445,0.0001309832,0.00003847253,0.00009819125,0.0003189112,0.00006887671],"domain_scores_gemma":[0.9993381,0.00006989982,0.00009692273,0.0001210087,0.0003127743,0.00006126812],"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":[0.000496262,0.0005188364,0.002247799,0.0001754955,0.00001889895,0.000148527,0.0002289524,0.002822957,0.9172471,0.0008631147,0.001048341,0.0741837],"study_design_scores_gemma":[0.0001693108,0.005925271,0.005084979,0.00001466757,0.000026485,0.0001921634,0.0001017521,0.01236723,0.9660687,0.0001483771,0.009851981,0.00004912719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9008147,0.0003079524,0.08908204,0.0002362356,0.00007962726,0.00111625,0.0002795117,0.001440512,0.006643128],"genre_scores_gemma":[0.9056767,0.0001077762,0.08836708,0.00008857198,0.00001554702,0.0002282643,0.0002327009,0.0001198337,0.00516342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002562926,"threshold_uncertainty_score":0.00857389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068360069","doi":"10.2118/138977-ms","title":"Summary of Environmental Issues, Mitigation Strategies, and Regulatory Challenges Associated With Shale Gas Development in the United States and Applicability to Development and Operations in Canada","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Shale gas; Government (linguistics); Environmental planning; Oil shale; Key (lock); Business; Petroleum engineering; Environmental economics; Risk analysis (engineering); Environmental resource management; Environmental science; Engineering; Computer science; Waste management; Economics; Computer security","authors":[{"name":"James D. Arthur","is_ca":false},{"name":"B. J. Coughlin","is_ca":false},{"name":"Brian Bohm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008930674558949091,"gpt":0.187623218253312,"spread":0.178692543694363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000922026,0.000383593,0.0002190054,0.002469598,0.002429432,0.003324281,0.0007319612,0.0004779728,0.003466839],"category_scores_gemma":[0.001517211,0.000148592,0.0002864184,0.004519183,0.0006064206,0.0005428668,0.0005497136,0.0008485484,0.0002136741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03517684,"about_ca_system_score_gemma":0.05842795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9793411,"about_ca_topic_score_gemma":0.9933211,"domain_scores_codex":[0.9987243,0.00008109617,0.00007659433,0.0000691325,0.0007731984,0.0002757166],"domain_scores_gemma":[0.9959961,0.0001839227,0.0001619283,0.0000207998,0.003361086,0.0002761729],"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":[0.0005178028,0.0001693185,0.1367676,0.004934477,0.0002191089,0.001792517,0.003477221,0.02472956,0.01112232,0.03800249,0.2984252,0.4798424],"study_design_scores_gemma":[0.00002465815,0.0001420076,0.2335591,0.001120191,0.0001711455,0.0002750452,0.01422805,0.00388551,0.00643385,0.002724696,0.7373158,0.0001199159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.3291367,0.148087,0.006675666,0.1021246,0.001629567,0.0007247825,0.0321757,0.0005596261,0.3788864],"genre_scores_gemma":[0.7410513,0.1531135,0.00654288,0.007131189,0.000281034,0.0000838288,0.01201876,0.00005752623,0.07972007],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03517684,"threshold_uncertainty_score":0.255227,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080796270","doi":"10.2118/138121-ms","title":"Geological Potential for Sequestration of CO2 as Gas Hydrate in the Alberta Portion of the Western Canada Sedimentary Basin","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Geological Survey of Canada","funders":"Natural Resources Canada","keywords":"Geothermal gradient; Overburden; Borehole; Geology; Clathrate hydrate; Structural basin; Sedimentary rock; Permeability (electromagnetism); Sedimentary basin; Groundwater; Hydrology (agriculture); Hydrate; Petroleum engineering; Geochemistry; Geomorphology; Mining engineering; Geotechnical engineering; Geophysics","authors":[{"name":"Mauricio Cote","is_ca":true},{"name":"J F Wright","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009021726279994173,"gpt":0.2099567007549307,"spread":0.2009349744749365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001931297,0.0001406326,0.0001172959,0.0007725743,0.001609551,0.00106269,0.000396637,0.0001890541,0.001491284],"category_scores_gemma":[0.0003537361,0.00008157633,0.0001325852,0.001035819,0.0006348621,0.0002166083,0.0003500661,0.0001527509,0.00008613271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01247902,"about_ca_system_score_gemma":0.01212966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9785266,"about_ca_topic_score_gemma":0.9905979,"domain_scores_codex":[0.9998549,0.00001063689,0.000002983173,0.00001562704,0.00006392311,0.00005188123],"domain_scores_gemma":[0.9998032,0.00001682166,0.00002042743,0.000005963743,0.0001150131,0.00003861148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007530143,0.00008156391,0.8770467,0.0001354748,0.0001047561,0.001622033,0.001127921,0.03085244,0.02475013,0.005013352,0.002290374,0.05622221],"study_design_scores_gemma":[0.00002090622,0.00009604981,0.9701637,0.00003961243,0.00004588741,0.0001989614,0.004311988,0.01136112,0.004576681,0.0005529172,0.008603656,0.00002849472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901236,0.0001781629,0.0003166407,0.0001733077,0.000002476127,0.00001414136,0.0003814434,0.00002302948,0.00878728],"genre_scores_gemma":[0.9985043,0.00008698233,0.0002489951,0.00001238266,5.076785e-7,0.000002154577,0.0001097963,0.000001394371,0.001033563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02147341,"threshold_uncertainty_score":0.09054208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092735295","doi":"10.2118/137504-ms","title":"Reliable Connectivity Evaluation in Conventional and Heavy Oil Reservoirs: A Case Study From Senlac Heavy Oil Pool, Western Saskatchewan","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Unavailability; Computer science; Productivity; Variable (mathematics); Field (mathematics); Interval (graph theory); Injector; Oil field; Production (economics); Petroleum engineering; Mathematical optimization; Reliability engineering; Mathematics; Geology; Engineering","authors":[{"name":"Danial Kaviani","is_ca":true},{"name":"Jerry L. Jensen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0280980921190434,"gpt":0.2799471765539503,"spread":0.2518490844349069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004318772,0.0002820852,0.0001786491,0.0008306326,0.0007404682,0.00066018,0.0007399843,0.0005123021,0.0008086648],"category_scores_gemma":[0.001527802,0.0001706875,0.0001680344,0.001610771,0.0006736674,0.0004899094,0.0005751693,0.0002622576,0.0001244643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003435044,"about_ca_system_score_gemma":0.003470232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5847409,"about_ca_topic_score_gemma":0.8039469,"domain_scores_codex":[0.9997793,0.00004392143,0.00001653462,0.00005019118,0.00006706447,0.00004290812],"domain_scores_gemma":[0.9988231,0.000413789,0.0001051803,0.0001148271,0.0004587002,0.0000844469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004199536,0.0003828899,0.6101233,0.0002430869,0.000154634,0.01031415,0.002277458,0.2869372,0.02195544,0.002432331,0.002829627,0.06192993],"study_design_scores_gemma":[0.0001047024,0.000237247,0.4626101,0.00008005022,0.00009654491,0.0005719762,0.008586093,0.5068591,0.01498872,0.001679012,0.004078666,0.0001077609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996555,0.00002278522,0.001483808,0.00007289213,0.000002399411,0.00003854583,0.0004173917,0.00003942178,0.001367699],"genre_scores_gemma":[0.9972261,0.00003030371,0.001785398,0.00001321749,9.21295e-7,0.00001563813,0.0002904046,0.000006001007,0.0006319836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4152591,"threshold_uncertainty_score":0.8354093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037769486","doi":"10.2118/138151-ms","title":"Optimization of Hydrocarbon Additives With Steam in SAGD for Three Major Canadian Oil Sands Deposits","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":22,"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":"Oil sands; Asphalt; Petroleum engineering; Hydrocarbon; Steam injection; Environmental science; Petroleum; Steam-assisted gravity drainage; Synthetic crude; Fossil fuel; Geology; Unconventional oil; Waste management; Engineering; Chemistry; Materials science","authors":[{"name":"Moslem Hosseininejad Mohebati","is_ca":true},{"name":"Brij Maini","is_ca":true},{"name":"Thomas G. Harding","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009434115349313344,"gpt":0.2152417383812307,"spread":0.2058076230319174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003742809,0.0005388259,0.0006830879,0.0007848447,0.0007875034,0.0008514053,0.0005650061,0.000452772,0.001361454],"category_scores_gemma":[0.0004609074,0.0002797169,0.0005817218,0.0007311525,0.0003422541,0.0004258628,0.000559313,0.0006424546,0.000318711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001827257,"about_ca_system_score_gemma":0.001469554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04952374,"about_ca_topic_score_gemma":0.1016235,"domain_scores_codex":[0.9997787,0.00001145176,0.00001316262,0.00002625392,0.000118263,0.00005226496],"domain_scores_gemma":[0.9998172,0.00003869436,0.00002607773,0.00001156422,0.00007420442,0.0000321989],"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":[0.001221939,0.0008705558,0.005341739,0.001298961,0.00006639648,0.0004856568,0.0002100555,0.08804478,0.8617457,0.0006359587,0.0004796268,0.03959875],"study_design_scores_gemma":[0.0001115443,0.002123922,0.009016326,0.00003160101,0.0001485157,0.00008015658,0.0003674127,0.1513427,0.8318902,0.0001432529,0.004664429,0.00007986288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952586,0.0005135584,0.002232982,0.00006368409,0.00001909633,0.0000532535,0.0001688693,0.00008106795,0.001608886],"genre_scores_gemma":[0.9941337,0.0005475961,0.004165673,0.00001362681,0.000002497412,0.00002100745,0.0001053368,0.00002175992,0.0009888059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9504763,"threshold_uncertainty_score":0.09847099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025518800","doi":"10.2118/137543-ms","title":"Optimal Amount of Solvent in Solvent Aided Process","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Cenovus Energy (Canada)","funders":"Cenovus Energy","keywords":"Solvent; Dilution; Process engineering; Viscosity; Asphalt; Process (computing); Materials science; Petroleum engineering; Chemical engineering; Chemistry; Environmental science; Computer science; Thermodynamics; Organic chemistry; Engineering; Physics; Composite material","authors":[{"name":"Siddhartha Datta Gupta","is_ca":true},{"name":"Simon Gittins","is_ca":true},{"name":"Arun Sood","is_ca":true},{"name":"K. Zeidani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01027918084941011,"gpt":0.236098193503462,"spread":0.2258190126540519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001693694,0.0002247843,0.0003989021,0.0002169435,0.0001637691,0.0004482408,0.0002640178,0.0002444544,0.0009701996],"category_scores_gemma":[0.0005380558,0.0001211622,0.000167036,0.0003415988,0.0002434463,0.0004927391,0.0002986006,0.0002286823,0.0001859605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132979,"about_ca_system_score_gemma":0.0002987168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004097192,"about_ca_topic_score_gemma":0.0007628556,"domain_scores_codex":[0.9997855,0.000033322,0.00001458529,0.00005008606,0.00008471872,0.00003187872],"domain_scores_gemma":[0.9998393,0.00006723859,0.00003779705,0.00001397151,0.00003305519,0.000008660196],"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":[0.0009153751,0.0001478527,0.001152454,0.0003217731,0.00001856032,0.0001346098,0.0000547458,0.04724166,0.9183355,0.002078633,0.0001461825,0.02945255],"study_design_scores_gemma":[0.00002604416,0.0005825923,0.0007058115,0.0000135156,0.00001996014,0.00004120389,0.00002647736,0.07855437,0.918221,0.0004063399,0.001389181,0.00001354208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553422,0.000803999,0.04073567,0.00009206801,0.00002958817,0.000034606,0.00006819492,0.0001657558,0.002727959],"genre_scores_gemma":[0.9921445,0.0001683261,0.007252981,0.000008117374,0.000003424989,0.000008624121,0.00001471851,0.000007315386,0.0003918984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009701996,"threshold_uncertainty_score":0.003245592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049466929","doi":"10.2118/137092-ms","title":"Co-Injection of Noncondensable Gas Improves ES-SAGD Performance in Shallow Oil Sands Reservoirs With a Small Top Water Zone","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":21,"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":"Caprock; Steam-assisted gravity drainage; Oil sands; Petroleum engineering; Geology; Steam injection; Volume (thermodynamics); Drainage; Asphalt; Environmental science; Materials science","authors":[{"name":"Ali A. Al-Turki","is_ca":true},{"name":"Ian D. Gates","is_ca":true},{"name":"Brij Maini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009635569474094325,"gpt":0.2046445281302473,"spread":0.195008958656153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001475386,0.0002039891,0.000268104,0.0002591567,0.000130975,0.0003053277,0.0002490366,0.0002020745,0.001302041],"category_scores_gemma":[0.0002836199,0.0001131875,0.000210224,0.0001941606,0.0001937831,0.0004576144,0.000344323,0.0003684012,0.0002408713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002084971,"about_ca_system_score_gemma":0.00019429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227523,"about_ca_topic_score_gemma":0.002480137,"domain_scores_codex":[0.9998686,0.000008985755,0.00001343409,0.00002203181,0.00004810106,0.00003867942],"domain_scores_gemma":[0.999892,0.00002358717,0.00003085368,0.00000756047,0.00002670193,0.00001927903],"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":[0.0004732665,0.0001061847,0.001376371,0.0001660126,0.000008449126,0.0001057602,0.0000384838,0.001049647,0.9864236,0.00006669002,0.0001110699,0.01007445],"study_design_scores_gemma":[0.000007830922,0.0004814517,0.001646774,0.000007197566,0.000009858147,0.00002093779,0.00003854544,0.00506614,0.9918422,0.000009655365,0.0008615329,0.000008068821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976984,0.000353741,0.001209941,0.00003016932,0.0000148967,0.000009957785,0.00009014105,0.00009059963,0.0005023027],"genre_scores_gemma":[0.9980727,0.0001943916,0.0009694755,0.00001258166,0.00000202172,0.000006032295,0.00006087089,0.00001453174,0.0006673944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001302041,"threshold_uncertainty_score":0.004355729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002353529","doi":"10.2118/137007-ms","title":"Well Integrity and Workover Candidates for Existing Wells in the Wabamun Area CO2 Sequestration Project (WASP)","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Workover; Casing; Petroleum engineering; Environmental science; Leakage (economics); Population; Oil well; Oil shale; Lead (geology); Mining engineering; Risk analysis (engineering); Engineering; Geology; Waste management; Business","authors":[{"name":"Runar Nygaard","is_ca":false},{"name":"Rob Lavoie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0297217160135585,"gpt":0.2473442409060115,"spread":0.217622524892453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001263753,0.0002786381,0.0002696519,0.001188664,0.0009536108,0.00146439,0.0005536793,0.0004277223,0.001398667],"category_scores_gemma":[0.003780162,0.0002175905,0.0003007866,0.00114077,0.000601244,0.000716944,0.0005981537,0.000367119,0.0001119872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003109601,"about_ca_system_score_gemma":0.002487193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1228733,"about_ca_topic_score_gemma":0.2991088,"domain_scores_codex":[0.9990643,0.0001419832,0.00005890949,0.000134037,0.0003566775,0.0002441274],"domain_scores_gemma":[0.99547,0.001108259,0.001496838,0.0001288949,0.001397479,0.0003984116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005260133,0.0001695552,0.9745453,0.00004077176,0.00003733731,0.0007254762,0.0009976609,0.00835715,0.005943313,0.0003424293,0.00018761,0.008127446],"study_design_scores_gemma":[0.000009551399,0.0005520371,0.9673676,0.00002469551,0.00003721767,0.0002062194,0.007166884,0.01774697,0.0060016,0.0001473274,0.0007137782,0.00002597246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990533,0.00001162709,0.0003003132,0.00001613848,4.627301e-7,0.0000302224,0.0001296898,0.000004446993,0.000453781],"genre_scores_gemma":[0.9989502,0.00000992233,0.0004447276,0.000002743438,2.51983e-7,0.000007857776,0.0001645943,0.000001149097,0.0004185558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8771267,"threshold_uncertainty_score":0.2443163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004361303","doi":"10.2118/137480-ms","title":"Application of the Ensemble Kalman Filter for Characterization and History Matching of Unconventional Oil Reservoirs","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":19,"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; University of Alberta","keywords":"Ensemble Kalman filter; Kalman filter; Reservoir simulation; Monte Carlo method; Covariance; Permeability (electromagnetism); Computer science; Reservoir modeling; Covariance matrix; Data assimilation; Uncertainty quantification; Extended Kalman filter; Porosity; Petroleum engineering; Algorithm; Mathematics; Engineering; Machine learning; Statistics; Artificial intelligence; Meteorology; Geotechnical engineering; Chemistry","authors":[{"name":"Saneej B. Chitralekha","is_ca":true},{"name":"Japan Trivedi","is_ca":true},{"name":"Sirish L. Shah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0168864320408842,"gpt":0.231313338064459,"spread":0.2144269060235748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005383395,0.0004500819,0.0006951593,0.0006898439,0.0002810688,0.000601323,0.0005496672,0.0005821554,0.000664397],"category_scores_gemma":[0.00221929,0.0002540711,0.0004367241,0.0005888307,0.0002329019,0.001025068,0.0005716357,0.0004866518,0.0001123429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004633072,"about_ca_system_score_gemma":0.000695364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01344308,"about_ca_topic_score_gemma":0.007946726,"domain_scores_codex":[0.9997554,0.00006247139,0.0000192931,0.00006682983,0.00006628592,0.00002971325],"domain_scores_gemma":[0.9993304,0.0002931187,0.0001196118,0.00006736498,0.0001610453,0.00002843846],"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":[0.00005396008,0.00001962829,0.003439778,0.0000243114,0.00003223191,0.00005155344,0.00004121857,0.9565399,0.003390453,0.001291132,0.0001290952,0.03498677],"study_design_scores_gemma":[9.346404e-7,0.000003450805,0.0003476673,0.000001251707,0.000001837262,0.000002487179,0.000003450808,0.9987538,0.0005502743,0.0002778176,0.00005399404,0.000002978087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1276331,0.0001313351,0.8707361,0.00006349545,0.00001777873,0.00002161567,0.0001051792,0.0003655373,0.0009259332],"genre_scores_gemma":[0.9532274,0.00007120528,0.04600281,0.00001123981,0.000007121291,0.00002487083,0.0001262453,0.00002553289,0.0005034715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01344308,"threshold_uncertainty_score":0.02672964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071736192","doi":"10.2118/136611-ms","title":"Heavy Oil and Bitumen Recovery Using Radiofrequency Electromagnetic Irradiation and Electrical Heating: Theoretical Analysis and Field Scale Observations","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":19,"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":"Oil sands; Asphalt; Dielectric heating; Asphaltene; Petroleum engineering; Materials science; Steam injection; Radio frequency; Oil shale; Electromagnetic field; Enhanced oil recovery; Environmental science; Dielectric; Geology; Composite material; Electrical engineering","authors":[{"name":"A. Ya. Davletbaev","is_ca":false},{"name":"Л. А. Ковалева","is_ca":false},{"name":"Tayfun Babadagli","is_ca":true},{"name":"Р. З. Миннигалимов","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01476962702056647,"gpt":0.2290046033133957,"spread":0.2142349762928293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001222387,0.0001260991,0.0001197277,0.0002679236,0.0001290691,0.0001050913,0.0002365741,0.0002659981,0.001379206],"category_scores_gemma":[0.0001572258,0.00008231972,0.0001835303,0.0001975322,0.0003026348,0.0001659848,0.0001066733,0.00015901,0.0001431186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002324609,"about_ca_system_score_gemma":0.00004250731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006187753,"about_ca_topic_score_gemma":0.0002805459,"domain_scores_codex":[0.9999774,0.000003977067,6.231488e-7,0.000005542122,0.000008154258,0.00000446698],"domain_scores_gemma":[0.9999144,0.00005343312,0.000009538458,0.000007973757,0.00001163541,0.000002918775],"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":[0.001308873,0.0003234661,0.01326505,0.0005060239,0.00004290375,0.0007745773,0.0002152822,0.1597422,0.7732081,0.00649795,0.0008132153,0.0433024],"study_design_scores_gemma":[0.00008199109,0.0005476939,0.02641124,0.0000287718,0.00003732407,0.0003098835,0.0001894509,0.7032707,0.265053,0.001999056,0.002041599,0.00002920205],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831411,0.0004423716,0.0103629,0.00005357543,0.000006877081,0.00002330143,0.00007134972,0.0001009739,0.005797565],"genre_scores_gemma":[0.9990278,0.00009872295,0.0004927947,0.000002588971,0.000001950519,0.000005976442,0.00001668705,0.000002017131,0.0003515035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001379206,"threshold_uncertainty_score":0.004613876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014634425","doi":"10.2118/137404-ms","title":"Relative Permeability of CBM Reservoirs: Controls on Curve Shape","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":18,"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":"Relative permeability; Permeability (electromagnetism); Coalbed methane; Petroleum engineering; Reservoir simulation; Fluid dynamics; Coal; Geology; Porosity; Mechanics; Geotechnical engineering; Coal mining; Engineering; Chemistry","authors":[{"name":"Christopher R. Clarkson","is_ca":true},{"name":"Mohammad Rahmanian","is_ca":true},{"name":"Apostolos Kantzas","is_ca":true},{"name":"K. Morad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02045866612023524,"gpt":0.2262402808745068,"spread":0.2057816147542715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005913518,0.0002692039,0.0002110862,0.000656142,0.000252091,0.0006833819,0.0006058002,0.0003204339,0.001106841],"category_scores_gemma":[0.00496443,0.0001577792,0.0002235067,0.0005827575,0.0005315978,0.0007671813,0.0004764789,0.0003348652,0.0001241994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007005241,"about_ca_system_score_gemma":0.0003299696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002758438,"about_ca_topic_score_gemma":0.001477755,"domain_scores_codex":[0.9996431,0.00006621789,0.00001977901,0.0000738878,0.0001381224,0.00005892288],"domain_scores_gemma":[0.9977105,0.001316369,0.0002762293,0.0002736354,0.0003588522,0.0000645192],"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":[0.0005608491,0.0002001177,0.03857339,0.0002111955,0.00003557995,0.0004745121,0.0002496465,0.6467662,0.2745568,0.003665647,0.0004437513,0.03426223],"study_design_scores_gemma":[0.00001882178,0.0002228209,0.03697933,0.00001936901,0.00001814273,0.0001777007,0.0001641271,0.7247223,0.2350969,0.001579398,0.0009584742,0.00004274584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839379,0.00005717112,0.0127028,0.00004083436,0.00000421747,0.0000232351,0.0002550741,0.0002331737,0.00274555],"genre_scores_gemma":[0.9993501,0.00001207439,0.0004861449,0.000001579314,2.645562e-7,0.000004047792,0.0000488326,0.00001271317,0.00008424949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002758438,"threshold_uncertainty_score":0.00548476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974970274","doi":"10.2118/137615-ms","title":"Integrated Assessment of CO2-Enhanced Oil Recovery and Storage Capacity","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":18,"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":"Enhanced oil recovery; Petroleum engineering; Environmental science; Crude oil; Oil storage; Process (computing); Oil field; Process engineering; Petroleum; Waste management; Engineering; Computer science; Geology","authors":[{"name":"Yusen Zhang","is_ca":true},{"name":"Liang Zhang","is_ca":false},{"name":"Ben Niu","is_ca":false},{"name":"S. R. Ren","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01267417204886081,"gpt":0.2294991205240309,"spread":0.2168249484751701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008601451,0.0004051792,0.0005463452,0.0006852242,0.0002123645,0.0005208719,0.000491499,0.0004419879,0.0007825505],"category_scores_gemma":[0.001273347,0.0001678468,0.0003147766,0.0005885771,0.00034184,0.0007635418,0.0004420815,0.0002308362,0.0001403179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117545,"about_ca_system_score_gemma":0.0006697841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009959694,"about_ca_topic_score_gemma":0.01076211,"domain_scores_codex":[0.9995944,0.00006665524,0.00001828891,0.00007426794,0.0001937864,0.00005268686],"domain_scores_gemma":[0.9994643,0.0002050202,0.00009564934,0.00004361287,0.0001766663,0.00001467275],"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":[0.001304531,0.0003566055,0.02739233,0.000244292,0.000105697,0.0002858888,0.00008037262,0.4395703,0.4827408,0.0007520268,0.0001497693,0.0470173],"study_design_scores_gemma":[0.00002433387,0.000645305,0.01653272,0.000007047106,0.00004605741,0.00004927188,0.00005946045,0.5064471,0.4755636,0.0001916067,0.0004003287,0.00003317372],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853933,0.0001241083,0.01308602,0.00001683253,0.000001829498,0.00004098741,0.000221473,0.00009107558,0.001024307],"genre_scores_gemma":[0.9978841,0.00003525823,0.001693202,0.000001331923,3.384728e-7,0.00001294217,0.00007041106,0.00000425807,0.0002981442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009959694,"threshold_uncertainty_score":0.01980346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007358327","doi":"10.2118/137941-ms","title":"Evolving Recovery Technologies Directed Towards Commercial Development of the Grosmont Carbonate Reservoirs","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Porous Media Laboratory; University of Calgary","keywords":"Carbonate; Asphalt; Petroleum engineering; Geology; Steam injection; Engineering; Environmental science; Archaeology; Materials science","authors":[{"name":"J-Y.. Yuan","is_ca":false},{"name":"Qi Jiang","is_ca":false},{"name":"J.. Russel-Houston","is_ca":false},{"name":"B. Thornton","is_ca":false},{"name":"Peter E. Putnam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0122545669339506,"gpt":0.2149190505155253,"spread":0.2026644835815747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008348894,0.0002819448,0.0001671868,0.0009467621,0.0007564505,0.001003745,0.0006849552,0.0003469496,0.001430599],"category_scores_gemma":[0.0005223819,0.0001492162,0.000240126,0.0007066217,0.0007206515,0.0005840868,0.0007355631,0.0003599636,0.0002050933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002389379,"about_ca_system_score_gemma":0.005203189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07120193,"about_ca_topic_score_gemma":0.190929,"domain_scores_codex":[0.9994395,0.00005122925,0.00001608256,0.00005797383,0.0002977118,0.0001374023],"domain_scores_gemma":[0.9996471,0.00002896487,0.00005405213,0.00002584223,0.0001900923,0.00005386502],"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":[0.0006453157,0.0006256757,0.05965275,0.0006686124,0.00004958386,0.001897224,0.001171948,0.011369,0.690803,0.009943862,0.002552445,0.2206206],"study_design_scores_gemma":[0.0001249021,0.004449482,0.2124916,0.0002447376,0.0001055064,0.001584152,0.00398327,0.01886682,0.583588,0.00152254,0.1729023,0.0001366361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782878,0.0009980636,0.005582456,0.0003758243,0.00001920302,0.0002258012,0.0001679051,0.0001426115,0.01420041],"genre_scores_gemma":[0.9827181,0.0008231956,0.01239907,0.00004849325,0.000008976427,0.00003876861,0.0002351337,0.00001857761,0.003709726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07120193,"threshold_uncertainty_score":0.141575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022101619","doi":"10.2118/138188-ms","title":"Effect of Oil Viscosity, Permeability and Injection Rate on Performance of Waterflooding, CO2 Flooding and WAG Process in Recovery of Heavy Oils","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Saskatchewan Research Council (Canada); University of Calgary; University of Regina","funders":"","keywords":"Petroleum engineering; Permeability (electromagnetism); Enhanced oil recovery; Environmental science; Water injection (oil production); Relative permeability; Oil viscosity; Drainage; Viscosity; Geology; Materials science; Geotechnical engineering; Porosity; Chemistry; Composite material","authors":[{"name":"Farshid Torabi","is_ca":true},{"name":"Benyamin Yadali Jamaloei","is_ca":true},{"name":"Ostap Zarivnyy","is_ca":true},{"name":"B. A. Paquin","is_ca":true},{"name":"N. J. Rumpel","is_ca":true},{"name":"Ryan R. Wilton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006435332722768998,"gpt":0.2259262680448594,"spread":0.2194909353220904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003963803,0.000457619,0.0003804026,0.0003364274,0.0001838026,0.0004464332,0.000238296,0.000354236,0.0009777178],"category_scores_gemma":[0.001621152,0.0002482019,0.0002441325,0.0003298548,0.0002834601,0.0005348297,0.0002605265,0.0004049414,0.0001971469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002175816,"about_ca_system_score_gemma":0.0001935117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471187,"about_ca_topic_score_gemma":0.001959834,"domain_scores_codex":[0.9997209,0.00005736709,0.00003275088,0.00004502945,0.00006841432,0.00007548828],"domain_scores_gemma":[0.9989274,0.0005604438,0.0002348324,0.00004672716,0.0001376717,0.00009296119],"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":[0.001881937,0.0001930452,0.002836624,0.0001307292,0.00002537655,0.0001428656,0.0001638759,0.001683933,0.9841427,0.00003732727,0.0000456565,0.008716014],"study_design_scores_gemma":[0.00001247254,0.001376545,0.005349924,0.000007387864,0.00002572099,0.00003827519,0.0000687529,0.002498229,0.9903461,0.000006735084,0.0002573896,0.00001244793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991216,0.0002222358,0.0003418072,0.00001058435,0.000004592905,0.000009037967,0.00003782762,0.00002782027,0.0002244842],"genre_scores_gemma":[0.9985915,0.0002193406,0.0008119241,0.000008371562,0.000002988712,0.000008379438,0.00004004627,0.00001397554,0.0003034201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001471187,"threshold_uncertainty_score":0.003270805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031066666","doi":"10.2118/137427-ms","title":"Fully-Coupled Wellbore Design and Optimization for Thermal Operations","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wellbore; Petroleum engineering; Completion (oil and gas wells); Steam injection; Steam-assisted gravity drainage; Engineering; Process (computing); Computer science; Oil sands; Materials science","authors":[{"name":"Viera Oballa","is_ca":false},{"name":"Colin Card","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02018775915532163,"gpt":0.245575311101758,"spread":0.2253875519464364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000886078,0.0007383381,0.001133515,0.0005405247,0.0004249468,0.001281613,0.0006821163,0.001191251,0.002797307],"category_scores_gemma":[0.001622877,0.0007104222,0.0008092183,0.0004270918,0.000656208,0.0007118623,0.0007207409,0.0006651981,0.0002233329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113404,"about_ca_system_score_gemma":0.001685161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01335414,"about_ca_topic_score_gemma":0.0103822,"domain_scores_codex":[0.9996947,0.0001198513,0.0000111743,0.00004200087,0.00006531095,0.00006693822],"domain_scores_gemma":[0.9991779,0.0005578951,0.0000742433,0.00003238217,0.0001169165,0.0000406831],"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":[0.000016222,0.00000811607,0.0001264534,0.000007119795,0.000003595729,0.000008752863,0.000004378525,0.9986248,0.0003662705,0.0001877172,0.00002062989,0.000625814],"study_design_scores_gemma":[0.00000509387,0.00001817829,0.00005798166,9.585266e-7,0.000001803699,0.000001072652,0.000005179676,0.999567,0.000182655,0.0000880762,0.00006991723,0.000001962286],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5343736,0.0003233316,0.4479952,0.000311864,0.00004785938,0.0002582778,0.0003100774,0.0004646688,0.0159152],"genre_scores_gemma":[0.9610589,0.00006551738,0.03615306,0.00003186601,0.000003959023,0.0001755772,0.0001017083,0.00004938428,0.002360001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01335414,"threshold_uncertainty_score":0.02655286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037751074","doi":"10.2118/138104-ms","title":"Investigation of Anisotropic Behavior of Montney Shale Under Indirect Tensile Strength Test","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ultimate tensile strength; Anisotropy; Geology; Oil shale; Hydraulic fracturing; Geotechnical engineering; Compressive strength; Materials science; Composite material","authors":[{"name":"S.A.R. Keneti","is_ca":true},{"name":"R.C.K. Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02159532603076745,"gpt":0.2150621460970253,"spread":0.1934668200662578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001713598,0.0001871859,0.00009808593,0.0004019327,0.0002375766,0.0001975704,0.0001209239,0.0002278442,0.001566218],"category_scores_gemma":[0.0003360231,0.0001186514,0.000101984,0.0002705849,0.0001953971,0.000176304,0.000112151,0.0001879753,0.0001423342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456962,"about_ca_system_score_gemma":0.00009373992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003743035,"about_ca_topic_score_gemma":0.01604622,"domain_scores_codex":[0.9998585,0.000009458847,0.000006982822,0.000020837,0.00008173527,0.00002236853],"domain_scores_gemma":[0.999459,0.00009681453,0.00008476264,0.00002928056,0.0002678537,0.00006237109],"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":[0.0001831675,0.00003466397,0.01670408,0.00003094285,0.00001031832,0.0003139809,0.0001805112,0.0009421615,0.9765658,0.000101443,0.0001142339,0.004818632],"study_design_scores_gemma":[0.00001367278,0.0005765418,0.2528166,0.00001547778,0.00003559881,0.0004528162,0.0007898005,0.01475137,0.7287745,0.0001018259,0.001642498,0.00002944065],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975943,0.00006318933,0.0009301087,0.00001247595,0.000003871214,0.000004695673,0.00009948578,0.0000246191,0.001267096],"genre_scores_gemma":[0.9984567,0.00003208146,0.0005338825,0.00001000774,0.000001383158,0.000002954444,0.00009556914,0.000004403746,0.0008630466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9962569,"threshold_uncertainty_score":0.007442474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089483285","doi":"10.2118/137416-ms","title":"Optimization of Horizontal Wellbore and Fracture Spacing Using an Interactive Combination of Reservoir and Fracturing Simulation","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":16,"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; Directional drilling; Fracture (geology); Geology; Drilling; Oil shale; Wellbore; Hydraulic fracturing; Reservoir simulation; Work (physics); Microseism; Shale gas; Tight gas; Flow (mathematics); Completion (oil and gas wells); Geotechnical engineering; Engineering; Mechanical engineering; Mechanics","authors":[{"name":"Robert S. Taylor","is_ca":false},{"name":"Mark A. Glaser","is_ca":false},{"name":"Jihoon Kim","is_ca":false},{"name":"Brett A. Wilson","is_ca":false},{"name":"G.. Nikiforuk","is_ca":false},{"name":"Victor Noble","is_ca":false},{"name":"León Rosenthal","is_ca":false},{"name":"Roberto Aguilera","is_ca":true},{"name":"Ottmar Hoch","is_ca":false},{"name":"Ken Storozhenko","is_ca":false},{"name":"Mohamed Y. Soliman","is_ca":false},{"name":"N.. Riviere","is_ca":false},{"name":"T.. Palidwar","is_ca":false},{"name":"Roch Romanson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.011688300527088,"gpt":0.2379825318156081,"spread":0.2262942312885201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006239857,0.0008175412,0.0007857056,0.0006757353,0.0004133868,0.0007521237,0.0007538376,0.0006748758,0.002329601],"category_scores_gemma":[0.001516301,0.0005071933,0.0004659476,0.0004080207,0.0003915687,0.0004329966,0.0006062369,0.0004314832,0.000133783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018497,"about_ca_system_score_gemma":0.001389167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02444259,"about_ca_topic_score_gemma":0.02365151,"domain_scores_codex":[0.9997962,0.00006885975,0.00001074737,0.00002685649,0.00004667178,0.00005064623],"domain_scores_gemma":[0.998909,0.0007983238,0.00008020252,0.00004575231,0.0001038062,0.00006282591],"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":[0.00007452108,0.00005269123,0.0009942788,0.00001970857,0.00001321428,0.00002459463,0.00001776848,0.9922609,0.002062012,0.0001925396,0.00006107482,0.004226795],"study_design_scores_gemma":[0.00001691253,0.00004420036,0.0002320899,0.000001775188,0.000008130943,0.000002899984,0.00001304971,0.9985932,0.000948984,0.00005214491,0.00008227074,0.000004322522],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8677636,0.0001055146,0.1225798,0.0001137438,0.00001998421,0.0001738695,0.0002412637,0.0009166113,0.00808561],"genre_scores_gemma":[0.9760271,0.00002295563,0.02329585,0.000009340544,0.000002233387,0.00006999072,0.00005446305,0.00004078421,0.0004772486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02444259,"threshold_uncertainty_score":0.04860061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1963536291","doi":"10.2118/137824-ms","title":"Improving the Performance of Vapor Extraction of Heavy Oil and Bitumen Using the Warm VAPEX Process","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Solvent; Materials science; Superheating; Asphalt; Residual oil; Petroleum engineering; Isothermal process; Pulp and paper industry; Chemical engineering; Waste management; Environmental science; Chemistry; Composite material; Thermodynamics; Organic chemistry","authors":[{"name":"Nima Rezaei","is_ca":true},{"name":"Omid Mohammadzadeh","is_ca":true},{"name":"Ioannis Chatzis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0152689796922447,"gpt":0.2504154790327806,"spread":0.2351464993405359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003550576,0.0003280897,0.0004160265,0.0002234308,0.0002042738,0.0004930752,0.0002386095,0.0002403498,0.001049106],"category_scores_gemma":[0.0005108765,0.0001419919,0.0002584737,0.000262929,0.0002444651,0.0005345303,0.0004534679,0.0004384957,0.0003012185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002227929,"about_ca_system_score_gemma":0.0001678538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099414,"about_ca_topic_score_gemma":0.001444063,"domain_scores_codex":[0.9997236,0.00003532174,0.00001967236,0.00004928581,0.0001071303,0.00006501721],"domain_scores_gemma":[0.9998268,0.00005634397,0.00004084345,0.0000182348,0.000040103,0.00001767413],"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":[0.0001138515,0.000011115,0.0002719767,0.00004394876,0.000003825629,0.00003369543,0.00002943265,0.0001648181,0.9969404,0.00002679137,0.00001183502,0.002348298],"study_design_scores_gemma":[0.000001883595,0.0001097108,0.0008513975,0.000002304046,0.000004380107,0.00002182491,0.00001641229,0.0005602285,0.9982057,0.000003581334,0.0002197694,0.000002778039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963771,0.0003462012,0.002690914,0.00001252807,0.000006877747,0.00001264458,0.00004629426,0.00004567805,0.0004618008],"genre_scores_gemma":[0.996139,0.0002303116,0.002446442,0.000008117971,0.000004177275,0.000008580127,0.00008533161,0.00002066439,0.001057435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001099414,"threshold_uncertainty_score":0.003509581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088045417","doi":"10.2118/138112-ms","title":"Fundamentals of Methane Hydrate Decomposition","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; National Research Council Canada","funders":"Natural Resources Canada; Canadian Natural Resources Limited","keywords":"Hydrate; Methane; Endothermic process; Clathrate hydrate; Mass transfer; Dissociation (chemistry); Chemistry; Decomposition; Thermodynamics; Chemical engineering; Materials science; Chemical physics; Adsorption; Physical chemistry; Organic chemistry; Chromatography","authors":[{"name":"John A. Ripmeester","is_ca":true},{"name":"Seyyed Alireza","is_ca":true},{"name":"B.. Hosseini","is_ca":true},{"name":"Peter Englezos","is_ca":true},{"name":"Saman Alavi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0124634500994369,"gpt":0.2429991225873668,"spread":0.2305356724879299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002071093,0.000601001,0.0004866125,0.000585876,0.0004998613,0.0008670032,0.000694833,0.0007349569,0.007198483],"category_scores_gemma":[0.0002740253,0.0003190037,0.0004055887,0.0003868385,0.0008130725,0.0009175861,0.00072296,0.001184603,0.001566495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007725176,"about_ca_system_score_gemma":0.0006210086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001867609,"about_ca_topic_score_gemma":0.0008891755,"domain_scores_codex":[0.9998686,0.00001847103,0.000007079592,0.00002440493,0.00005458383,0.00002689442],"domain_scores_gemma":[0.9999317,0.00001603741,0.000009235712,0.00001056122,0.00002267114,0.00000986735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005255967,0.00005266424,0.0005454799,0.0004732058,0.00001846206,0.000217494,0.0002330244,0.04150872,0.03866243,0.8895813,0.004378457,0.02427609],"study_design_scores_gemma":[0.00003678685,0.0001450751,0.001516932,0.0001824783,0.00001281331,0.0005948051,0.0001824581,0.3127126,0.03209224,0.4902236,0.162213,0.00008717271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1112629,0.0388937,0.5107958,0.004143629,0.001750222,0.0003616445,0.00198065,0.0009523581,0.3298591],"genre_scores_gemma":[0.8325125,0.01855482,0.09850003,0.0003786956,0.0004992278,0.0004991141,0.0008787827,0.0002275933,0.0479494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007198483,"threshold_uncertainty_score":0.02408135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984798621","doi":"10.2118/137269-ms","title":"Non-Condensable Gas Distribution in SAGD Chamber","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Innovates","funders":"","keywords":"Scanner; Methane; Petroleum engineering; Thermocouple; Mechanics; Materials science; Environmental science; Geology; Chemistry; Engineering; Electrical engineering; Physics; Composite material","authors":[{"name":"J-Y.. Yuan","is_ca":false},{"name":"J.. Chen","is_ca":true},{"name":"G. E. Pierce","is_ca":true},{"name":"B. Wiwchar","is_ca":true},{"name":"H. Golbeck","is_ca":true},{"name":"Xin Wang","is_ca":true},{"name":"Gilles Beaulieu","is_ca":true},{"name":"Stuart Cameron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01292278261989766,"gpt":0.2381061782980962,"spread":0.2251833956781986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002466229,0.0003155262,0.000565089,0.0005623796,0.000488864,0.0005808239,0.000454286,0.0004367447,0.002171072],"category_scores_gemma":[0.0004981115,0.0002637166,0.0002727801,0.0004389811,0.0005012068,0.0005285514,0.0006290487,0.0004891377,0.0003242426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004561735,"about_ca_system_score_gemma":0.0001787341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227536,"about_ca_topic_score_gemma":0.001535994,"domain_scores_codex":[0.9995506,0.00002782139,0.00002031456,0.00009947367,0.0002091729,0.00009268023],"domain_scores_gemma":[0.9995611,0.0001079332,0.00005455747,0.00005814639,0.0001701186,0.00004799057],"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":[0.0002384602,0.00006122074,0.004956455,0.00009989214,0.00001241856,0.0002652396,0.0002074107,0.001331044,0.9875701,0.0000878672,0.0001338529,0.005036071],"study_design_scores_gemma":[0.00001319393,0.0004942532,0.02368823,0.0000135091,0.00001803482,0.0001657525,0.0003251003,0.006199865,0.9671746,0.0000613234,0.00182062,0.00002557596],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996242,0.0002137086,0.002025015,0.00002475084,0.00001681509,0.00002287415,0.0004355669,0.0001652033,0.0008539067],"genre_scores_gemma":[0.9967166,0.0001235957,0.001910755,0.0000232297,0.000005151668,0.00001973144,0.0003146522,0.00003736902,0.0008489842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002171072,"threshold_uncertainty_score":0.007262945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2173820716","doi":"10.2118/137454-ms","title":"Analyzing Production Data from Unconventional Gas Reservoirs with Linear Flow and Apparent Skin","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":15,"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":"Flow (mathematics); Skin effect; Derivative (finance); Type (biology); Production (economics); Convergence (economics); Reservoir engineering; Geology; Mathematics; Mathematical analysis; Petroleum engineering; Mechanics; Geometry; Physics","authors":[{"name":"M.. Nobakht","is_ca":true},{"name":"Louis Mattar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01824952247679543,"gpt":0.2289342538742855,"spread":0.2106847313974901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006001189,0.0004737118,0.0003925684,0.00187017,0.00032525,0.0006681574,0.0004391718,0.0006588704,0.001017479],"category_scores_gemma":[0.001702894,0.0001702251,0.0004143019,0.002227112,0.0003753633,0.0008485229,0.0004498471,0.0005179381,0.0002427357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003816894,"about_ca_system_score_gemma":0.0002420278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00261268,"about_ca_topic_score_gemma":0.002256507,"domain_scores_codex":[0.999603,0.00005122985,0.00003243505,0.00006967021,0.0001934562,0.00005030721],"domain_scores_gemma":[0.9987231,0.0005976837,0.0001418134,0.0001664736,0.0003322628,0.00003864553],"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":[0.001726451,0.0008347378,0.2514659,0.001339552,0.0002171625,0.00523184,0.001495126,0.2074084,0.2488903,0.002491439,0.004995585,0.2739034],"study_design_scores_gemma":[0.00004847569,0.0004807199,0.1576632,0.00007714934,0.00007611307,0.0007384185,0.001317293,0.5967272,0.2335111,0.002310811,0.006877086,0.0001725214],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613713,0.0002080552,0.03237621,0.0001167919,0.00004015418,0.00005906202,0.002498852,0.001284184,0.002045414],"genre_scores_gemma":[0.9808517,0.00009042639,0.01710068,0.00001902677,0.00000950337,0.00002608424,0.001418223,0.00008709094,0.0003972746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00261268,"threshold_uncertainty_score":0.005194902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073075089","doi":"10.2118/138191-ms","title":"Mass Diffusion Parameters in Presence of Interface Resistance in Gas-Bitumen Systems","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":14,"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":"Thermal diffusivity; Diffusion; Gaseous diffusion; Mechanics; Saturation (graph theory); Thermodynamics; Work (physics); Materials science; Boundary value problem; Mass diffusivity; Solubility; Chemistry; Mathematics; Physics; Mathematical analysis","authors":[{"name":"S. Reza Etminan","is_ca":true},{"name":"M. Pooladi‐Darvish","is_ca":true},{"name":"Brij Maini","is_ca":true},{"name":"Zhangxin Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009220788739482483,"gpt":0.2180095359798976,"spread":0.2087887472404151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000504847,0.0003204983,0.0004885708,0.0005923397,0.0001993334,0.0005522004,0.0004454971,0.0006961763,0.001247132],"category_scores_gemma":[0.002022759,0.0001771406,0.0002301648,0.0003341342,0.0004088226,0.0007857737,0.0003560292,0.0004851937,0.0002180492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003477237,"about_ca_system_score_gemma":0.0001632048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000768735,"about_ca_topic_score_gemma":0.0003865602,"domain_scores_codex":[0.99983,0.00003216227,0.00001351375,0.00004532987,0.00004644832,0.00003254918],"domain_scores_gemma":[0.9990392,0.0006883984,0.0001328803,0.00004159097,0.00007062714,0.00002727852],"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":[0.0005991524,0.0001256509,0.006238071,0.0006018442,0.00005346151,0.0008826903,0.0005858781,0.1058002,0.8639414,0.005956037,0.0003266876,0.01488887],"study_design_scores_gemma":[0.00001951466,0.0002244575,0.0026806,0.00002611622,0.0000248386,0.0002109707,0.0001095496,0.7321026,0.2620204,0.001592578,0.0009525478,0.00003581769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712955,0.001596271,0.02429663,0.0002177764,0.00002398944,0.00003687919,0.0002251821,0.000310108,0.001997652],"genre_scores_gemma":[0.9980879,0.0001672093,0.001265183,0.00000783058,0.00000227627,0.00001382193,0.00005017667,0.000009339875,0.0003961781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001247132,"threshold_uncertainty_score":0.004172087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079539388","doi":"10.2118/137860-ms","title":"Plunger Lift Optimization in Horizontal Gas Wells: Case Studies and Challenges","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":14,"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":"Plunger; Gas lift; Lift (data mining); Pigging; Petroleum engineering; SCADA; Well control; Engineering; Completion (oil and gas wells); Coiled tubing; Software; Marine engineering; Mechanical engineering; Computer science; Pipeline (software); Electrical engineering","authors":[{"name":"David Sask","is_ca":true},{"name":"D.. Kola","is_ca":true},{"name":"T.. Tuftin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0240720372561666,"gpt":0.2391614815553131,"spread":0.2150894442991465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001538171,0.0007124147,0.0005448696,0.0006104998,0.000901671,0.001196169,0.001280266,0.001426308,0.002009861],"category_scores_gemma":[0.002912865,0.0003214506,0.000553073,0.0009054206,0.0007915134,0.0009246552,0.0008604771,0.001029568,0.0003319334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040887,"about_ca_system_score_gemma":0.0008490098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005155014,"about_ca_topic_score_gemma":0.007204957,"domain_scores_codex":[0.9983796,0.0004523781,0.00009009289,0.0001335328,0.0006668166,0.0002775883],"domain_scores_gemma":[0.9959704,0.002207623,0.0004419146,0.0003676008,0.0007905247,0.0002220089],"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":[0.001349253,0.003081974,0.04408651,0.002355009,0.0001572853,0.01718443,0.001614256,0.7010928,0.06699738,0.006274948,0.006470232,0.1493359],"study_design_scores_gemma":[0.0003374476,0.008955813,0.0266384,0.0004465951,0.0001630892,0.003347955,0.008352538,0.7078463,0.2079005,0.004767243,0.03100144,0.00024257],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759805,0.0005267834,0.01605888,0.0004218431,0.00002863093,0.0002494869,0.0002446075,0.0002141902,0.006275118],"genre_scores_gemma":[0.986414,0.0002464674,0.01156285,0.00003062273,0.000006875913,0.00007678727,0.00009885214,0.00002423123,0.001539349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005155014,"threshold_uncertainty_score":0.01025003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032352961","doi":"10.2118/138054-ms","title":"Dynamic SAGD Well Flow Control Simulation","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":14,"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":"Steam injection; Annulus (botany); Steam drum; Petroleum engineering; Steam-assisted gravity drainage; Flow (mathematics); Flow control valve; Control valves; Mechanics; Superheated steam; Engineering; Mechanical engineering; Materials science; Steam turbine","authors":[{"name":"Tony Stone","is_ca":false},{"name":"Baris Güyagüler","is_ca":false},{"name":"William J. Bailey","is_ca":false},{"name":"Carlos Damas","is_ca":false},{"name":"Paul Naccache","is_ca":false},{"name":"Alison Morton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0103783755211931,"gpt":0.2430058075741749,"spread":0.2326274320529818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004550074,0.0004402769,0.0005953407,0.0005787969,0.0004701315,0.001122478,0.0008654507,0.00120604,0.008022407],"category_scores_gemma":[0.001183956,0.0002520394,0.0005511937,0.0003956766,0.0005458936,0.0004937789,0.0005412153,0.0006704074,0.0004532598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008770148,"about_ca_system_score_gemma":0.0008243883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01691135,"about_ca_topic_score_gemma":0.00901419,"domain_scores_codex":[0.9998125,0.00004162237,0.000009567641,0.00002958226,0.00005995188,0.00004675211],"domain_scores_gemma":[0.9992806,0.0003642513,0.00005440408,0.00006030425,0.0001831522,0.00005726554],"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":[0.00005631941,0.00005247769,0.0007552465,0.00002182363,0.000007264481,0.00004154464,0.00001525845,0.9955488,0.0006711947,0.0006798489,0.000198748,0.001951444],"study_design_scores_gemma":[0.00001047232,0.00002392534,0.0001525467,0.000001949067,0.000001825071,0.000003102975,0.00001192294,0.998929,0.0003760779,0.0001545982,0.000332044,0.000002615934],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8149301,0.0002036972,0.1266618,0.0005042379,0.0001180605,0.0003670809,0.002333073,0.001557682,0.05332424],"genre_scores_gemma":[0.9872218,0.00004504786,0.008838078,0.00003252495,0.000003426836,0.0001096007,0.0004971154,0.00003090669,0.003221535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01691135,"threshold_uncertainty_score":0.03362584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2495320186","doi":"10.2118/137604-ms","title":"An Analytical Model to Predict Cumulative Steam Oil Ratio (CSOR) in Thermal Recovery SAGD Process","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada’s Oil Sands Innovation Alliance","funders":"","keywords":"Petroleum engineering; Permeability (electromagnetism); Thermal; Saturation (graph theory); Energy balance; Porosity; Environmental science; Materials science; Mechanics; Thermodynamics; Mathematics; Geology; Chemistry; Physics","authors":[{"name":"Kohei Miura","is_ca":false},{"name":"Jin Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01730468076207241,"gpt":0.2661809100095335,"spread":0.2488762292474611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003067942,0.0004851121,0.0004981803,0.0006144488,0.0004047139,0.0005113244,0.0008447478,0.0008436149,0.00105203],"category_scores_gemma":[0.0007817899,0.0003739635,0.0005539741,0.0003908361,0.000423986,0.0005837729,0.0003036993,0.0004043963,0.0002865534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109995,"about_ca_system_score_gemma":0.0009567605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01923099,"about_ca_topic_score_gemma":0.009316876,"domain_scores_codex":[0.999867,0.00002739572,0.000007212021,0.00002497782,0.00004868544,0.00002475986],"domain_scores_gemma":[0.9997868,0.00009235524,0.00002956232,0.0000126409,0.00006949163,0.000009226796],"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":[0.00001199624,0.00001476852,0.0005515459,0.00001120493,0.00000477016,0.00004559924,0.00001610594,0.9929357,0.002437262,0.0006545005,0.00009437395,0.003222222],"study_design_scores_gemma":[0.000001183044,0.000005040214,0.00006422107,6.81596e-7,0.000001257565,0.000003697621,0.000002215896,0.9994214,0.0003443917,0.00008666352,0.00006784003,0.000001450169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4430352,0.0003689823,0.5403326,0.0004197868,0.00005969515,0.0001188271,0.0003378076,0.001604856,0.01372227],"genre_scores_gemma":[0.9882485,0.0001283109,0.008848216,0.00001910701,0.000006760527,0.00005070066,0.00006686299,0.00003686723,0.002594743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01923099,"threshold_uncertainty_score":0.03823811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981043113","doi":"10.2118/137445-ms","title":"Analysis and Correlations of Viscous Fingering in Low-Tension Polymer Flooding in Heavy Oil Reservoirs","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina; University of Calgary","funders":"","keywords":"Viscous fingering; Instability; Petroleum engineering; Surface tension; Displacement (psychology); Mechanics; Scaling; Enhanced oil recovery; Permeability (electromagnetism); Capillary pressure; Materials science; Geology; Geotechnical engineering; Environmental science; Porous medium; Chemistry; Physics; Mathematics; Thermodynamics","authors":[{"name":"Benyamin Yadali Jamaloei","is_ca":true},{"name":"Riyaz Kharrat","is_ca":false},{"name":"Farshid Torabi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008995705217344732,"gpt":0.2215231153412042,"spread":0.2125274101238595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002026153,0.0001877371,0.0002053908,0.0007884665,0.0002318311,0.0002870683,0.000206283,0.0002384992,0.0005480659],"category_scores_gemma":[0.0009700467,0.0001266533,0.0001711781,0.0004819962,0.0003390319,0.0004037534,0.0002461704,0.0002701269,0.00005676028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002772067,"about_ca_system_score_gemma":0.0001759211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007153578,"about_ca_topic_score_gemma":0.005468206,"domain_scores_codex":[0.999898,0.00000882886,0.000007489299,0.00002611839,0.00003354391,0.00002602858],"domain_scores_gemma":[0.9992896,0.0002397857,0.0002120459,0.00004085913,0.0001520809,0.00006549964],"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":[0.0008586672,0.0003538699,0.4370096,0.0002354201,0.0000760465,0.001650589,0.000543077,0.06023102,0.4644115,0.000486851,0.0003173994,0.03382597],"study_design_scores_gemma":[0.00001557082,0.0004002066,0.5605484,0.0000153439,0.00003704193,0.0002281185,0.00044656,0.3233559,0.1143081,0.000248058,0.0003290961,0.00006763684],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998485,0.00002674678,0.001228094,0.000007823057,8.57239e-7,0.000007609917,0.00005503933,0.00003916987,0.000149787],"genre_scores_gemma":[0.9994672,0.00000848835,0.0004254213,0.000001334605,4.115243e-7,0.000002547255,0.0000325155,0.000002374394,0.0000598378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007153578,"threshold_uncertainty_score":0.01422387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081150206","doi":"10.2118/137821-ms","title":"New Approach to Improve the Horizontal Drilling Reach","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Underbalanced drilling; Drill string; Drilling; Petroleum engineering; Drill; Measurement while drilling; Directional drilling; Engineering; Completion (oil and gas wells); Drill bit; Drilling engineering; Rate of penetration; Mechanical engineering; Drilling fluid; Geology","authors":[{"name":"O. M. Vestavik","is_ca":false},{"name":"Harald Syse","is_ca":false},{"name":"O. Hole","is_ca":false},{"name":"Jostein Aleksandersen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009844853091282229,"gpt":0.1963204117711765,"spread":0.1864755586798943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005388714,0.0004794823,0.0004149908,0.001476683,0.0006626059,0.001259571,0.0009838683,0.0006145645,0.01493186],"category_scores_gemma":[0.0008002769,0.0003098906,0.0004034454,0.0006864125,0.0008292426,0.002161484,0.00296881,0.0009262194,0.002607841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006731578,"about_ca_system_score_gemma":0.001297061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001891567,"about_ca_topic_score_gemma":0.003190629,"domain_scores_codex":[0.9992369,0.00006146909,0.00003761843,0.0001428622,0.0004230072,0.00009814735],"domain_scores_gemma":[0.9994487,0.00007091498,0.00006417477,0.0001006966,0.0002448171,0.00007060733],"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":[0.0001538221,0.0001824045,0.002940246,0.0006096896,0.00004234204,0.0003709824,0.0005885589,0.02282249,0.3682918,0.0926237,0.004272396,0.5071016],"study_design_scores_gemma":[0.0001922267,0.001671599,0.008624977,0.0003384934,0.0001400735,0.001554902,0.001208181,0.1751982,0.3474143,0.06855626,0.3948999,0.0002008223],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1018369,0.001479658,0.7740363,0.001147306,0.0003439703,0.0002167011,0.000198634,0.003472268,0.1172682],"genre_scores_gemma":[0.6475158,0.001004498,0.3120335,0.0004033837,0.0001455283,0.0002225452,0.0002613159,0.000351527,0.03806205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01493186,"threshold_uncertainty_score":0.04995203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049787116","doi":"10.2118/137833-ms","title":"The Application of Solvent-Additive SAGD Processes in Reservoirs With Associated Basal Water","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Laricina Energy (Canada)","funders":"","keywords":"Steam-assisted gravity drainage; Petroleum engineering; Solvent; Process (computing); Environmental science; Steam injection; Reservoir simulation; Process engineering; Computer science; Oil sands; Asphalt; Chemistry; Geology; Materials science; Engineering; Organic chemistry","authors":[{"name":"J. Peterson","is_ca":true},{"name":"D.T. Riva","is_ca":true},{"name":"Neil Edmunds","is_ca":true},{"name":"S.C. Solanki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006888391007631095,"gpt":0.2103636977765902,"spread":0.2034753067689591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002853522,0.0002500017,0.000656386,0.0003476284,0.0003437909,0.0006748761,0.0003866124,0.0004716788,0.001121221],"category_scores_gemma":[0.0007716468,0.0001760847,0.0004546634,0.0004315501,0.0004406842,0.0003850925,0.0003867014,0.0003483533,0.00009648136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008653129,"about_ca_system_score_gemma":0.0008443958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005329614,"about_ca_topic_score_gemma":0.004076277,"domain_scores_codex":[0.9998596,0.0000295128,0.000009851961,0.00002025055,0.00004126399,0.00003952418],"domain_scores_gemma":[0.9996929,0.0001860348,0.00003831481,0.00001949653,0.00004333703,0.00001983678],"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":[0.0002015005,0.0001571204,0.002286727,0.000131659,0.00001871705,0.0001633054,0.00002847166,0.9595562,0.02805392,0.001548527,0.00009768554,0.007756247],"study_design_scores_gemma":[0.00005296618,0.000466385,0.0009216835,0.000007090278,0.00002059717,0.00003335423,0.00004627306,0.9585196,0.03858253,0.0005262248,0.0008094418,0.00001386718],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859504,0.0001347473,0.01104633,0.00008394547,0.00001256121,0.00005938223,0.0001164766,0.00003533395,0.002560715],"genre_scores_gemma":[0.9958637,0.0000829228,0.003518106,0.000006163078,0.000001475042,0.00001682699,0.0000300858,0.000004282859,0.000476502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005329614,"threshold_uncertainty_score":0.01059717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987336777","doi":"10.2118/135323-ms","title":"Biogenic Gas Generation From Shallow Organic-Matter-Rich Shales","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":12,"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":"Shale gas; Oil shale; Environmental science; Unconventional oil; Kerogen; Organic matter; Production rate; Productivity; Natural gas field; Material balance; Tight gas; Production (economics); Petroleum engineering; Natural gas; Chemistry; Geology; Source rock; Hydraulic fracturing; Process engineering","authors":[{"name":"Marya Cokar","is_ca":true},{"name":"Michael S. Kallos","is_ca":true},{"name":"Hao Huang","is_ca":true},{"name":"Steve Larter","is_ca":true},{"name":"Ian D. Gates","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01522751814558589,"gpt":0.2078148463596353,"spread":0.1925873282140494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001792551,0.0002045443,0.0002156607,0.0004548776,0.0003368585,0.0002938905,0.0002836269,0.0002098861,0.0006192656],"category_scores_gemma":[0.0002111599,0.0001067507,0.0001520059,0.0003801724,0.0003804125,0.0003382902,0.0002783437,0.0001766708,0.00006390039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001943746,"about_ca_system_score_gemma":0.000718026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06065716,"about_ca_topic_score_gemma":0.07733638,"domain_scores_codex":[0.9999288,0.000005955745,0.000003121142,0.00001814986,0.00002638991,0.00001766575],"domain_scores_gemma":[0.9999186,0.00002337094,0.00001321693,0.000005772672,0.00002475524,0.0000142389],"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":[0.0009526577,0.0001091192,0.1952871,0.0002543738,0.00007656141,0.001081601,0.0005322246,0.09289644,0.6797031,0.001651221,0.0003201932,0.02713543],"study_design_scores_gemma":[0.00007073855,0.0004962053,0.3991081,0.00002406182,0.00004451624,0.000161827,0.001064898,0.248733,0.3474039,0.001367834,0.00148071,0.00004434823],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990432,0.00002576976,0.0005146609,0.00001478044,8.504106e-7,0.000003771341,0.00008570862,0.000009968687,0.0003013292],"genre_scores_gemma":[0.9995534,0.00002019662,0.0001382439,0.000002409133,3.602865e-7,0.000001682886,0.00005965258,0.000002070575,0.0002219361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06065716,"threshold_uncertainty_score":0.1206082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2201996295","doi":"10.2118/138107-ms","title":"Natural Fracture Characterization From Microseismic Source Mechanisms: A Comparison With FMI Data","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Fracture (geology); Geology; Seismology; Induced seismicity; Hydraulic fracturing; Petrology; Geotechnical engineering","authors":[{"name":"Sherilyn Williams‐Stroud","is_ca":true},{"name":"Jo Ellen Kilpatrick","is_ca":true},{"name":"Leo Eisner","is_ca":true},{"name":"Brian M. Cornette","is_ca":true},{"name":"C. Neale","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01048205640295822,"gpt":0.2136899047671572,"spread":0.203207848364199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002960833,0.0001983082,0.0001709088,0.003090685,0.0002780927,0.0004363791,0.0003597771,0.0002476873,0.001217407],"category_scores_gemma":[0.0006091975,0.000118627,0.0002133511,0.001637482,0.000263161,0.0002361034,0.000205794,0.00014364,0.0002179117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008861502,"about_ca_system_score_gemma":0.000484488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07270285,"about_ca_topic_score_gemma":0.1228445,"domain_scores_codex":[0.9997579,0.000008699405,0.00001503283,0.00004229786,0.0001344644,0.00004155403],"domain_scores_gemma":[0.9995943,0.00004332878,0.00008550927,0.00004136851,0.0002097541,0.00002577394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004009053,0.000151259,0.6876995,0.0002554422,0.0001136915,0.0008086794,0.0008714065,0.01363163,0.1730475,0.000613713,0.001424755,0.1209816],"study_design_scores_gemma":[0.00000982716,0.00003235862,0.9616142,0.00001440163,0.00002608532,0.0002725104,0.0002345372,0.0159042,0.02009849,0.00007619496,0.001700284,0.00001695179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874937,0.0001399421,0.005151919,0.0000494961,0.000007722677,0.00003372856,0.002974801,0.0003318079,0.003816871],"genre_scores_gemma":[0.9951929,0.00005338997,0.003425033,0.000006748607,0.00000384307,0.00001228017,0.001010575,0.00002226292,0.0002730538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07270285,"threshold_uncertainty_score":0.1445594,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2175740548","doi":"10.2118/137730-ms","title":"Net CO2 Stored in North American EOR Projects","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Innovates","funders":"","keywords":"Enhanced oil recovery; Fugitive emissions; Refining (metallurgy); Greenhouse gas; Environmental science; Fossil fuel; Waste management; Downstream (manufacturing); Petroleum engineering; Environmental engineering; Engineering; Geology; Operations management; Chemistry","authors":[{"name":"John Faltinson","is_ca":true},{"name":"William D. Gunter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01701795178853834,"gpt":0.2441988120987501,"spread":0.2271808603102118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005717498,0.0001370255,0.0001079057,0.00142122,0.0004671198,0.0009305683,0.000372321,0.0002791481,0.001407696],"category_scores_gemma":[0.001161792,0.0001601193,0.0001264077,0.001938988,0.0002680097,0.0005109193,0.0004281617,0.000308321,0.000256988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001749125,"about_ca_system_score_gemma":0.00167794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04135304,"about_ca_topic_score_gemma":0.130568,"domain_scores_codex":[0.9994239,0.00009977628,0.00002195405,0.0000811982,0.0002932661,0.0000799468],"domain_scores_gemma":[0.9986219,0.0001996363,0.0002788024,0.00007834064,0.0006630527,0.0001581512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001249779,0.000548843,0.7840684,0.0002753444,0.0002014719,0.002136308,0.00142059,0.02769748,0.01357859,0.009216337,0.01048676,0.1491201],"study_design_scores_gemma":[0.00002792276,0.0002408444,0.9423836,0.00003641391,0.00003946583,0.0003964099,0.002074192,0.008574381,0.008603545,0.001078782,0.03651114,0.00003336185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869748,0.0001767024,0.0003070744,0.0001509304,0.000007064802,0.00001033484,0.0009306038,0.00002549087,0.01141709],"genre_scores_gemma":[0.9930669,0.0002328581,0.000380603,0.00002600867,0.000003363733,0.00001543527,0.0009258677,0.000008754214,0.005340286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.958647,"threshold_uncertainty_score":0.08222467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090572424","doi":"10.2118/137816-ms","title":"Integrated Reservoir and Decision Modeling to Optimize Spacing in Unconventional Gas Reservoirs","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Unconventional oil; Flexibility (engineering); Computer science; Profitability index; Infill; Monte Carlo method; Reservoir simulation; Fossil fuel; Net present value; Petroleum engineering; Drilling; Mathematical optimization; Production (economics); Geology; Engineering; Civil engineering","authors":[{"name":"Gulcan Turkarslan","is_ca":false},{"name":"Duane A. McVay","is_ca":false},{"name":"J. Eric Bickel","is_ca":false},{"name":"Luis V. Montiel","is_ca":false},{"name":"Rubiel Ortiz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02361315053953128,"gpt":0.2600555769814111,"spread":0.2364424264418798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001959825,0.0008317148,0.001049638,0.0007812831,0.0006668459,0.001402897,0.0009254364,0.001284815,0.001797805],"category_scores_gemma":[0.004169973,0.0008350672,0.0007693486,0.0007726335,0.0007127125,0.00110281,0.0009649276,0.00123235,0.0001350559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002445468,"about_ca_system_score_gemma":0.003143882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03816524,"about_ca_topic_score_gemma":0.02643261,"domain_scores_codex":[0.9991843,0.000349066,0.00003472446,0.0001273384,0.0001747801,0.0001298091],"domain_scores_gemma":[0.9970455,0.002075819,0.0003162783,0.00007453089,0.0003693931,0.000118492],"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":[0.000007892031,0.00000956426,0.000256761,0.000002283878,0.00000305593,0.00001004327,0.000005310509,0.9985912,0.0000824551,0.0004022296,0.00001272451,0.0006163786],"study_design_scores_gemma":[0.000001890004,0.000005457477,0.00004444471,8.031765e-7,0.000001542513,0.000001053087,0.000002327655,0.9996659,0.00008152368,0.0001687587,0.00002482363,0.000001430591],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4147361,0.0002034928,0.5786552,0.0003347181,0.0000287774,0.000153468,0.0002439149,0.0004619107,0.00518251],"genre_scores_gemma":[0.9569297,0.00005120004,0.04194087,0.00002189125,0.000003910997,0.00006014422,0.00007163935,0.00002082251,0.0008997687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03816524,"threshold_uncertainty_score":0.07588619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980495967","doi":"10.2118/137547-ms","title":"Cyclic Steam Injection With Solvents as Method of Thermal Recovery for Heavy and Extraheavy Oils: Laboratory Tests","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Naphtha; Petroleum engineering; Refinery; Kerosene; Steam injection; Light crude oil; Oil refinery; Oil field; Enhanced oil recovery; Petroleum; Pulp and paper industry; Oil viscosity; Solvent; Effluent; Petrochemical; Environmental science; Porosity; Oil production; Materials science; Viscosity; Waste management; Chemistry; Geology; Composite material; Environmental engineering; Engineering","authors":[{"name":"Yinelka G. Silverio De Castro","is_ca":false},{"name":"Alida Veliz","is_ca":false},{"name":"David Sánchez","is_ca":false},{"name":"N. G. Rondon","is_ca":false},{"name":"Sandra Rivero","is_ca":false},{"name":"M. L. Cortez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009575949417378327,"gpt":0.2465283328827827,"spread":0.2369523834654043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002903144,0.0002931573,0.0001870199,0.0003552162,0.0002481269,0.0001633304,0.0002833312,0.0002368384,0.00142166],"category_scores_gemma":[0.0003896401,0.0001178171,0.0002902599,0.0005746615,0.0002321127,0.000204417,0.0001769871,0.0003291069,0.0002400542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002061497,"about_ca_system_score_gemma":0.0002241781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002536808,"about_ca_topic_score_gemma":0.00320146,"domain_scores_codex":[0.9997335,0.0000474286,0.00002185149,0.00005097633,0.0001035623,0.00004273212],"domain_scores_gemma":[0.9996077,0.0001350126,0.00007968867,0.00004326627,0.0001088419,0.00002545318],"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":[0.000438776,0.0001664656,0.001286305,0.0001177853,0.00001170863,0.00006285808,0.00009701793,0.0004421693,0.9934557,0.00004206066,0.00003228109,0.003846805],"study_design_scores_gemma":[0.000007126427,0.001383933,0.002901496,0.000005294225,0.0000153773,0.00003639554,0.00004830181,0.0006748018,0.9945649,0.000008442109,0.0003476222,0.000006273332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954721,0.0003730854,0.003187859,0.00001557474,0.00001088266,0.00004044144,0.0002075201,0.00005632237,0.0006362116],"genre_scores_gemma":[0.9959781,0.0002643826,0.002525465,0.000008039468,0.00000474335,0.00003108284,0.0001415333,0.00001326512,0.001033262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002536808,"threshold_uncertainty_score":0.005044162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041569691","doi":"10.2118/138027-ms","title":"The Tradeoff Between Surfactant Costs and Water Heating to Enhance Friction Reducer Performance","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":11,"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":"Reducer; Casing; Petroleum engineering; Deep water; Materials science; Mechanical engineering; Marine engineering; Engineering","authors":[{"name":"K.. DeMong","is_ca":true},{"name":"Donald R. Sherman","is_ca":true},{"name":"Brad Affleck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008359369900500116,"gpt":0.2212354603420618,"spread":0.2128760904415617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007406372,0.0004313954,0.0005036436,0.0004887441,0.0002940836,0.001080163,0.0006225129,0.0006693065,0.003040067],"category_scores_gemma":[0.001383748,0.0002977651,0.0003404553,0.0004848239,0.0002138568,0.00111353,0.0003064768,0.000611593,0.0008041755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645982,"about_ca_system_score_gemma":0.0002980514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009841574,"about_ca_topic_score_gemma":0.003653179,"domain_scores_codex":[0.9993343,0.000152839,0.00005615023,0.00008666729,0.0002539251,0.0001162426],"domain_scores_gemma":[0.9987973,0.0004649507,0.0002299455,0.0001147698,0.0003088956,0.00008415143],"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":[0.000634414,0.0001882293,0.0007667564,0.0001887036,0.00002448898,0.00007232729,0.0000335751,0.001385468,0.9788563,0.0002546807,0.0001169021,0.01747801],"study_design_scores_gemma":[0.00001796124,0.00113324,0.001493052,0.00001278427,0.00003454731,0.00004865145,0.00004250871,0.002437299,0.9933296,0.00004192373,0.001397124,0.00001127715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987683,0.002301333,0.006297126,0.0003180814,0.0000513445,0.00009537447,0.00009733276,0.000170393,0.002986076],"genre_scores_gemma":[0.9891731,0.0006664178,0.007068009,0.0000489691,0.00001617673,0.00003680812,0.00005178426,0.00003654565,0.002902259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003040067,"threshold_uncertainty_score":0.01017004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013494118","doi":"10.2118/137047-ms","title":"Behavior of Depressurization in Type III Hydrate Reservoirs","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":10,"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 Resources Canada; National Science Council","keywords":"Cabin pressurization; Hydrate; Clathrate hydrate; Decomposition; Geology; Thermodynamics; Type (biology); Diffusion; Flow (mathematics); Chemistry; Petroleum engineering; Geotechnical engineering; Mechanics; Materials science","authors":[{"name":"Amir Hossein Shahbazi","is_ca":true},{"name":"M. Pooladi‐Darvish","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01386343659539982,"gpt":0.2296413172951624,"spread":0.2157778806997626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001487322,0.0002065359,0.0003211912,0.0002258912,0.0002111941,0.0004791076,0.0003256466,0.000419877,0.0009494785],"category_scores_gemma":[0.0006100005,0.0001437362,0.0003035794,0.0001593629,0.0003588916,0.0003353031,0.0004206361,0.0003927783,0.0001263889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537586,"about_ca_system_score_gemma":0.0002325455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518572,"about_ca_topic_score_gemma":0.0008452809,"domain_scores_codex":[0.9999208,0.000007882729,0.000006240945,0.00001415851,0.00002214547,0.00002869696],"domain_scores_gemma":[0.9997631,0.00007466606,0.00006619117,0.00001629045,0.00004635198,0.00003348952],"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":[0.000366318,0.00006884892,0.005375466,0.0001205977,0.00002087269,0.0004645507,0.0003171874,0.03676022,0.9481501,0.001041841,0.0002126105,0.007101336],"study_design_scores_gemma":[0.00001887317,0.0003818124,0.006076746,0.0000205198,0.00001570729,0.00009456152,0.0002710788,0.2946706,0.6968118,0.0003388243,0.001273511,0.00002603696],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932707,0.0001176516,0.005343677,0.00004865612,0.00001018217,0.00001862449,0.00006485618,0.00007124722,0.001054433],"genre_scores_gemma":[0.9978904,0.00005749484,0.001283612,0.00001275405,0.000001356178,0.000009993239,0.00004948062,0.000008885899,0.0006862044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001518572,"threshold_uncertainty_score":0.003176272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2172850096","doi":"10.2118/137836-ms","title":"Experimental Evaluation of SAGD-ISC Hybrid Recovery Method","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":10,"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":"Injector; Petroleum engineering; Combustion; Residual oil; Enhanced oil recovery; Ignition system; Environmental science; Secondary air injection; Steam injection; Water injection (oil production); Spontaneous combustion; Process (computing); Process engineering; Residual; Waste management; Computer science; Engineering; Mechanical engineering; Chemistry","authors":[{"name":"Seyed Javad Paitakhti Oskouei","is_ca":true},{"name":"Brij Maini","is_ca":true},{"name":"R.G. Moore","is_ca":true},{"name":"S. A. Mehta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02713211308323144,"gpt":0.2964347923555832,"spread":0.2693026792723518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007451444,0.0005022158,0.000519945,0.0006724852,0.0004063571,0.0003610012,0.0005864906,0.0008193213,0.001763381],"category_scores_gemma":[0.0008683148,0.0002302436,0.0003710018,0.0007124936,0.0003886716,0.0004821971,0.0004833706,0.0006697503,0.0005877091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000271376,"about_ca_system_score_gemma":0.0002626845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009697085,"about_ca_topic_score_gemma":0.001236069,"domain_scores_codex":[0.9990385,0.0001123538,0.00006262933,0.0001898622,0.0004936784,0.0001030844],"domain_scores_gemma":[0.9994279,0.00009519196,0.00005374618,0.00007856142,0.0003220505,0.00002261814],"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":[0.0002419781,0.0001934595,0.0004400778,0.0002797008,0.00001954975,0.00006192875,0.00009434896,0.0006242021,0.9848069,0.0001127374,0.0001926912,0.01293238],"study_design_scores_gemma":[0.00001385859,0.0008015576,0.001313619,0.00001400663,0.0000249595,0.00004903317,0.000087106,0.004346724,0.9910228,0.00003006837,0.002276824,0.00001947442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597086,0.001165492,0.03434891,0.0001746234,0.000121275,0.0004144092,0.0006501542,0.0006652409,0.002751265],"genre_scores_gemma":[0.9550483,0.001063386,0.03912217,0.0001390798,0.00002109631,0.0003691855,0.000640236,0.0001026567,0.003493991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001763381,"threshold_uncertainty_score":0.005899072,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082950497","doi":"10.2118/138178-ms","title":"Characterization of Leakage through Cap-Rock with Application to CO2 Storage in Aquifers - Single Injector and Single Monitoring Well","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":10,"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":"Aquifer; Petroleum engineering; Leakage (economics); Seal (emblem); Geology; Fossil fuel; Specific storage; Environmental science; Injector; Water well; Groundwater; Soil science; Petrology; Geotechnical engineering; Waste management; Engineering; Groundwater recharge","authors":[{"name":"Mehdi Zeidouni","is_ca":true},{"name":"M. Pooladi‐Darvish","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01387215110467078,"gpt":0.2258359100794603,"spread":0.2119637589747895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002356217,0.00021484,0.000275655,0.0007334251,0.0002647392,0.0002341356,0.0003563202,0.0003365972,0.0005384468],"category_scores_gemma":[0.0003057474,0.000128828,0.0001579305,0.0005401864,0.000266654,0.0002581228,0.0001979019,0.0001490003,0.00007978203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002853294,"about_ca_system_score_gemma":0.0001651902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003010087,"about_ca_topic_score_gemma":0.004592557,"domain_scores_codex":[0.999833,0.00001230314,0.000009584897,0.00004490477,0.0000720191,0.00002821201],"domain_scores_gemma":[0.9996856,0.00006232766,0.00007455541,0.00002558801,0.0001243128,0.00002759039],"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":[0.0003997977,0.0001167853,0.04608831,0.0001073714,0.00001404971,0.0002675168,0.000210683,0.003652727,0.9283276,0.00009769008,0.00007657654,0.02064074],"study_design_scores_gemma":[0.00001256189,0.0005696596,0.09300467,0.000008724236,0.0000279048,0.0002196101,0.000265858,0.05433803,0.8508867,0.00006513355,0.0005725942,0.00002851317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933146,0.0000645406,0.005949026,0.00001441461,0.000003441002,0.00001969057,0.0001530052,0.0001394372,0.00034182],"genre_scores_gemma":[0.9961359,0.00002838932,0.003529976,0.000005409074,0.000001235051,0.00001246891,0.00005523537,0.000006210655,0.0002251947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003010087,"threshold_uncertainty_score":0.005985141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}