{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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":"50a53a074da3","filters":{"venue":"Proceedings of the 8th Unconventional Resources Technology Conference"}},"results":[{"id":"W3045295910","doi":"10.15530/urtec-2020-2465","title":"Well Performance Prediction in Montney Formation Using Machine Learning Approaches","year":2020,"lang":"en","type":"article","venue":"Proceedings of the 8th Unconventional Resources Technology Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Artificial intelligence","authors":[{"name":"Hamid Rahmanifard","is_ca":true},{"name":"Hamzeh Alimohammadi","is_ca":true},{"name":"Ian D. Gates","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03001939593380351,"gpt":0.1736012120204486,"spread":0.1435818160866451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005988386,0.000653496,0.0006417023,0.001161994,0.0004248277,0.001039186,0.0007203121,0.0007328392,0.001192862],"category_scores_gemma":[0.001401811,0.0002349686,0.0004370954,0.0009611186,0.0003030107,0.0007110491,0.0005174525,0.0006352579,0.0004491673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000943732,"about_ca_system_score_gemma":0.0007943397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05588825,"about_ca_topic_score_gemma":0.06894748,"domain_scores_codex":[0.9997248,0.00004979493,0.00001622873,0.00007406076,0.00006324715,0.00007179332],"domain_scores_gemma":[0.99924,0.0002957247,0.00008659221,0.00005860474,0.0002351429,0.00008393508],"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":[0.0004572552,0.0002682151,0.07282016,0.00002947749,0.00006850872,0.0001845917,0.00005453269,0.8597102,0.00409536,0.0007971479,0.001373859,0.06014085],"study_design_scores_gemma":[0.000002171781,0.00001721303,0.00465036,0.00000104614,0.000003794372,0.000003829733,0.00001645789,0.9943389,0.0007370135,0.0001332406,0.00009212281,0.000003759196],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507132,0.0002117236,0.04580319,0.0001559842,0.0000320574,0.00002484062,0.0003733191,0.0006161575,0.002069561],"genre_scores_gemma":[0.9943548,0.00002531959,0.004257294,0.000007914357,0.0000053664,0.000006378595,0.0003857532,0.00001355533,0.0009435546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05588825,"threshold_uncertainty_score":0.1111259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3045337339","doi":"10.15530/urtec-2020-3141","title":"Comparison of Wireline Log and SEM Image-Based Measurements of Porosity in Overburden Shales","year":2020,"lang":"en","type":"article","venue":"Proceedings of the 8th Unconventional Resources Technology Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Wireline; Overburden; Porosity; Geology; Geotechnical engineering; Petrology; Computer science","authors":[{"name":"Christopher J. Landry","is_ca":false},{"name":"Bruce S. Hart","is_ca":true},{"name":"Maša Prodanović","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03283184764469156,"gpt":0.2456905901530405,"spread":0.2128587425083489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001951387,0.000133346,0.0001210493,0.001091818,0.0001642119,0.0004604298,0.0002548285,0.0002707178,0.001676786],"category_scores_gemma":[0.0006463086,0.0001418428,0.00006741863,0.0004627842,0.0001846692,0.0004166527,0.0002446138,0.0001740195,0.0004122662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002216891,"about_ca_system_score_gemma":0.0002050221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003148208,"about_ca_topic_score_gemma":0.009578751,"domain_scores_codex":[0.999863,0.000008996054,0.00001043901,0.00002778132,0.00007343503,0.00001622041],"domain_scores_gemma":[0.9994391,0.0001326724,0.00009309507,0.00002867422,0.0002791625,0.0000274216],"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":[0.0008298391,0.0001085621,0.1495695,0.0001332887,0.00003249761,0.0001732352,0.0005270256,0.001872377,0.795232,0.0003650883,0.0004624352,0.05069414],"study_design_scores_gemma":[0.00001117182,0.000150447,0.7147128,0.00002595597,0.00003291331,0.0003966975,0.0006256186,0.0121893,0.2698464,0.0001144912,0.001865593,0.00002860133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924648,0.0001176,0.005039144,0.00001149525,0.000004967256,0.000007452775,0.0005224525,0.000158295,0.001673859],"genre_scores_gemma":[0.9963745,0.0000808503,0.002391144,0.000008933515,0.000002781763,0.000008176571,0.0002839893,0.00002203587,0.0008276671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003148208,"threshold_uncertainty_score":0.006259739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047849336","doi":"10.15530/urtec-2020-3038","title":"Evaluation of Cyclic Solvent Injection (‘Huff-n-Puff’) in Artificially-Fractured Shale Core Samples: Experiments & Modeling","year":2020,"lang":"en","type":"article","venue":"Proceedings of the 8th Unconventional Resources Technology Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Oil shale; Core (optical fiber); Petroleum engineering; Solvent; Materials science; Geology; Chemistry; Composite material; Organic chemistry","authors":[{"name":"Chengyao Song","is_ca":true},{"name":"Christopher R. Clarkson","is_ca":true},{"name":"Hamidreza Hamdi","is_ca":true},{"name":"Amin Ghanizadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08644453044518959,"gpt":0.2860964433313927,"spread":0.1996519128862031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002947095,0.0001964777,0.0001657341,0.0002096275,0.0002592025,0.0002428538,0.0003636359,0.0004432799,0.001396136],"category_scores_gemma":[0.0006201785,0.0001437025,0.0002172758,0.0002225167,0.0004079922,0.000393262,0.0001543428,0.0002167928,0.000185716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000513846,"about_ca_system_score_gemma":0.0003041704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002567024,"about_ca_topic_score_gemma":0.003814594,"domain_scores_codex":[0.999879,0.000008433497,0.000006641191,0.00002556641,0.00005977277,0.00002056208],"domain_scores_gemma":[0.9997086,0.0001047005,0.00004404764,0.00003663726,0.00009189443,0.00001406806],"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":[0.000672508,0.0001610257,0.004924481,0.0001330354,0.00001365611,0.0001878019,0.0001339329,0.0228234,0.9518902,0.0006201287,0.00023373,0.01820604],"study_design_scores_gemma":[0.0000143478,0.0003456935,0.004326765,0.000005402236,0.00001083472,0.00003799979,0.00004280628,0.1073549,0.8873215,0.00006517358,0.0004620593,0.00001248221],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928382,0.00008908837,0.005856714,0.00003181455,0.00001151406,0.00001550643,0.0001809066,0.000118827,0.0008573589],"genre_scores_gemma":[0.9977643,0.00004434583,0.001808216,0.000005270677,0.000001712343,0.000007217041,0.00004518401,0.000009883801,0.0003138953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002567024,"threshold_uncertainty_score":0.005104244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080280175","doi":"10.15530/urtec-2020-3052","title":"Experimental Evaluation of Relative Permeability in Tight Oil Systems: Examples from North American Tight Oil Plays","year":2020,"lang":"en","type":"article","venue":"Proceedings of the 8th Unconventional Resources Technology Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Tight oil; Petroleum engineering; Permeability (electromagnetism); Relative permeability; Tight gas; Computer science; Geology; Chemistry; Geotechnical engineering","authors":[{"name":"Amin Ghanizadeh","is_ca":true},{"name":"Chengyao Song","is_ca":true},{"name":"Christopher R. Clarkson","is_ca":true},{"name":"Adnan Younis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03299165577925812,"gpt":0.2596355597208339,"spread":0.2266439039415757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006520703,0.0004214911,0.0004489716,0.0008816128,0.001639844,0.0006597401,0.0007546883,0.000764382,0.004529893],"category_scores_gemma":[0.001633969,0.0003156583,0.0002073759,0.001145898,0.001509454,0.001749398,0.0009341216,0.0008165602,0.0005621979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009506829,"about_ca_system_score_gemma":0.0006630819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01518646,"about_ca_topic_score_gemma":0.02356299,"domain_scores_codex":[0.9993894,0.0001060365,0.0000357568,0.0001022156,0.0002419328,0.0001245919],"domain_scores_gemma":[0.9990535,0.0003092417,0.00008128864,0.0001169088,0.0003748857,0.00006407859],"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":[0.002328435,0.001352274,0.01206674,0.0004570068,0.00003110086,0.0005332952,0.001800761,0.01131415,0.9403666,0.004627798,0.00118093,0.02394096],"study_design_scores_gemma":[0.0001031728,0.00283978,0.01920084,0.00002826704,0.00005062082,0.0002129276,0.002692852,0.01794357,0.9497436,0.0009073787,0.00621593,0.00006118598],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928341,0.0001416901,0.002663723,0.00005333835,0.000009732061,0.00003768531,0.000265979,0.00008087648,0.003912763],"genre_scores_gemma":[0.9963319,0.0001521936,0.001477122,0.00001309555,0.000002471025,0.00002663784,0.0001543437,0.00002824281,0.001813987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518646,"threshold_uncertainty_score":0.03019613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080824560","doi":"10.15530/urtec-2020-2435","title":"Analysis of Fracture Interference - Coupling of Flow and Geomechanical Computations with Discrete Fracture Modeling","year":2020,"lang":"en","type":"article","venue":"Proceedings of the 8th Unconventional Resources Technology Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Computation; Fracture (geology); Coupling (piping); Interference (communication); Computer science; Geology; Flow (mathematics); Mechanics; Computational science; Geotechnical engineering; Materials science; Algorithm; Physics; Composite material; Telecommunications","authors":[{"name":"Jiahui Chen","is_ca":true},{"name":"Juliana Y. Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01027563086659985,"gpt":0.2106138855612379,"spread":0.200338254694638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007788215,0.0006604544,0.0007229098,0.0007967633,0.0006645322,0.000864588,0.001181876,0.0007697872,0.001615977],"category_scores_gemma":[0.004772902,0.0006478127,0.0005873534,0.0006773085,0.00103937,0.000795413,0.0008712311,0.0009162448,0.0001282099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064868,"about_ca_system_score_gemma":0.001300112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01132567,"about_ca_topic_score_gemma":0.00810518,"domain_scores_codex":[0.9995213,0.0001480021,0.00002201036,0.00005817142,0.0001764077,0.00007410744],"domain_scores_gemma":[0.9972087,0.001908033,0.0002277054,0.0001981284,0.0003372465,0.0001203255],"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":[0.0001186482,0.0001371212,0.00232499,0.00003472658,0.00002739951,0.00005788605,0.00005567511,0.9805501,0.003263247,0.005801344,0.0001641822,0.007464633],"study_design_scores_gemma":[0.000003159337,0.000005380936,0.0001961714,5.800304e-7,0.000001757492,0.000001864983,0.000003022885,0.999312,0.0002501965,0.0002035367,0.00002112691,0.000001148534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6897336,0.0002044254,0.2944061,0.0003003723,0.00007406545,0.0000956058,0.0001245693,0.0005293615,0.01453196],"genre_scores_gemma":[0.9862282,0.00002553478,0.01296187,0.0000160065,0.00001132001,0.00003324061,0.00002933703,0.00006397715,0.0006305365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01132567,"threshold_uncertainty_score":0.02251947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3044642517","doi":"10.15530/urtec-2020-2470","title":"Integrating Oil and Water Geochemistry to Assess SRV and DRV in the Bakken/Three Forks Hybrid Play","year":2020,"lang":"en","type":"article","venue":"Proceedings of the 8th Unconventional Resources Technology Conference","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Petroleum engineering; Geochemistry; Geology; Petrology","authors":[{"name":"H. Long","is_ca":true},{"name":"Eric Michael","is_ca":true},{"name":"Sandip Bordoloi","is_ca":true},{"name":"Yongshe Liu","is_ca":true},{"name":"Bharath Rajappa","is_ca":true},{"name":"Bryan Weaver","is_ca":true},{"name":"Nathan McMahan","is_ca":true},{"name":"Kristie McLin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03787157420495856,"gpt":0.2300333177456177,"spread":0.1921617435406592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005967692,0.0004822031,0.0004790611,0.001276424,0.0009892866,0.001077498,0.0007985085,0.0007540693,0.00192598],"category_scores_gemma":[0.0004591949,0.0002781577,0.000361902,0.00059154,0.0005894051,0.0008278377,0.0007294092,0.0005262821,0.0004640772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001751245,"about_ca_system_score_gemma":0.001142267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0969122,"about_ca_topic_score_gemma":0.2956619,"domain_scores_codex":[0.9995652,0.00005219463,0.00001679507,0.00009381952,0.0001725432,0.00009950282],"domain_scores_gemma":[0.9997156,0.00006431213,0.00004044392,0.000009281587,0.0001179619,0.00005237562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002292446,0.0006262363,0.6765146,0.0001382376,0.0001678274,0.0003382505,0.002264189,0.00644768,0.2545978,0.0009787154,0.0003724062,0.0552616],"study_design_scores_gemma":[0.00008720061,0.003479798,0.813674,0.00008706134,0.0002713811,0.000242967,0.01121781,0.04995057,0.1125927,0.001126106,0.007120352,0.0001498538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955425,0.00006202975,0.001931567,0.00002903419,0.000006188538,0.0000384462,0.0002167648,0.00002278879,0.002150841],"genre_scores_gemma":[0.9944481,0.00003891641,0.002933048,0.00001976224,0.000001170079,0.00002166225,0.0001700055,0.00001272097,0.002354576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0969122,"threshold_uncertainty_score":0.1926962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046705983","doi":"10.15530/urtec-2020-2955","title":"Numerical Investigation of Water Flowback Characteristics for Unconventional Gas Reservoirs with Complex Fracture Geometries","year":2020,"lang":"en","type":"article","venue":"Proceedings of the 8th Unconventional Resources Technology Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Petroleum engineering; Fracture (geology); Geology; Tight gas; Shale gas; Hydraulic fracturing; Geotechnical engineering; Oil shale","authors":[{"name":"Yongzan Liu","is_ca":false},{"name":"Lijun Liu","is_ca":false},{"name":"Juliana Y. Leung","is_ca":true},{"name":"Kan Wu","is_ca":false},{"name":"George J. Moridis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.017373839283524,"gpt":0.2070855942710493,"spread":0.1897117549875253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003851837,0.0003973604,0.0004847063,0.0008496699,0.0005819898,0.0008830101,0.0007037772,0.001294293,0.001873009],"category_scores_gemma":[0.002365713,0.0004105161,0.0003968398,0.0008127886,0.0009151489,0.0006997312,0.0004211208,0.0004638928,0.00008261895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008361573,"about_ca_system_score_gemma":0.0006726515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0141081,"about_ca_topic_score_gemma":0.01053519,"domain_scores_codex":[0.9998711,0.00003370089,0.000008830392,0.00001645994,0.00003291042,0.00003695295],"domain_scores_gemma":[0.9985865,0.0009150148,0.0001671026,0.00007693265,0.0001781582,0.00007617963],"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":[0.0001928538,0.0001277358,0.005262418,0.00004845151,0.00001835996,0.000330633,0.0001097525,0.9821184,0.00589895,0.001462905,0.0002525196,0.004177074],"study_design_scores_gemma":[0.000009914856,0.00003267106,0.0009409103,0.000004453018,0.000003629404,0.00001789649,0.0000423727,0.9978371,0.0009170479,0.0001269905,0.00005985643,0.000007132236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869187,0.0001075485,0.007666357,0.0001344298,0.00001598674,0.00002166763,0.0001168778,0.0001106121,0.004907764],"genre_scores_gemma":[0.997919,0.00002650801,0.001384705,0.000007340778,0.000002009452,0.000007091731,0.00003118404,0.000009947048,0.0006122277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0141081,"threshold_uncertainty_score":0.02805197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3045955344","doi":"10.15530/urtec-2020-2726","title":"NMR Time-Lapse Wettability Assessments in Unconventionals: Insights from Imbibition","year":2020,"lang":"en","type":"article","venue":"Proceedings of the 8th Unconventional Resources Technology Conference","topic":"NMR spectroscopy and applications","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Imbibition; Wetting; Petroleum engineering; Computer science; Environmental science; Geology; Materials science; Composite material","authors":[{"name":"Shaina Kelly","is_ca":true},{"name":"M. Bonnie","is_ca":true},{"name":"dick","is_ca":false},{"name":"Dragan Veselinović","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01516250280209284,"gpt":0.2972646647761188,"spread":0.282102161974026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002382019,0.0002745327,0.0002578849,0.0003803002,0.0003830083,0.0006797046,0.0002656165,0.0004187807,0.002542939],"category_scores_gemma":[0.0004971921,0.0002069228,0.0001337828,0.0003688417,0.0004337628,0.001094173,0.0004854443,0.0007186969,0.0004497812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003285006,"about_ca_system_score_gemma":0.000246369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002350248,"about_ca_topic_score_gemma":0.004851336,"domain_scores_codex":[0.9998662,0.000009314671,0.000005854879,0.0000350535,0.00004588184,0.00003762877],"domain_scores_gemma":[0.9997535,0.00006836738,0.00004285291,0.00002630504,0.00007441967,0.00003449123],"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":[0.00005778575,0.00001243224,0.000476803,0.00005894947,0.000004006748,0.00005856233,0.00009902003,0.0002362596,0.9954212,0.0002310628,0.0001220147,0.003221752],"study_design_scores_gemma":[0.000004575106,0.00013372,0.01337241,0.00002308852,0.00001631076,0.000133383,0.0004086673,0.008779589,0.9718797,0.0005193169,0.004703198,0.00002601692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748669,0.001603367,0.01559384,0.0001395016,0.00004887928,0.00003026137,0.0007037094,0.0002030787,0.0068104],"genre_scores_gemma":[0.9862835,0.001086694,0.006681424,0.0001051668,0.00001651236,0.00004445756,0.0004770078,0.0001126444,0.005192622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002542939,"threshold_uncertainty_score":0.008507013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3045447018","doi":"10.15530/urtec-2020-3037","title":"A Novel Approach to Determine Gas Velocity Profile in Entire Knudsen Number Regime for Nanoporous Shale with Various Pore Geometries","year":2020,"lang":"en","type":"article","venue":"Proceedings of the 8th Unconventional Resources Technology Conference","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Nanoporous; Knudsen number; Oil shale; Shale gas; Knudsen diffusion; Materials science; Petroleum engineering; Mechanics; Geology; Physics; Nanotechnology; Paleontology","authors":[{"name":"Yu Pang","is_ca":true},{"name":"Dian Fan","is_ca":false},{"name":"Shengnan Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02127969618346196,"gpt":0.2142609982533638,"spread":0.1929813020699019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001460371,0.0003356775,0.0002594332,0.0006402752,0.0003399205,0.0003092822,0.0004253488,0.0004016671,0.0006498782],"category_scores_gemma":[0.000222811,0.000194178,0.0001759612,0.0004431901,0.0002533326,0.0007193245,0.0003440933,0.0003597697,0.0002007075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003445093,"about_ca_system_score_gemma":0.0004977448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206439,"about_ca_topic_score_gemma":0.005603239,"domain_scores_codex":[0.9998713,0.000006131036,0.000006070354,0.00003850268,0.00006573369,0.00001231641],"domain_scores_gemma":[0.999885,0.00002392594,0.00001851251,0.00001586857,0.00004851367,0.000008238365],"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":[0.00005978444,0.00006169203,0.002415013,0.0001275737,0.00001475374,0.00006763968,0.000122748,0.004284788,0.9578553,0.001646347,0.0001634652,0.03318075],"study_design_scores_gemma":[0.000014148,0.0001590261,0.005510326,0.00001104073,0.00002360828,0.0002069357,0.000154136,0.2316331,0.7587474,0.0007233871,0.00276924,0.0000476538],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5174435,0.0005928086,0.4756114,0.0001181155,0.00005957907,0.0001175007,0.000557442,0.001107823,0.00439181],"genre_scores_gemma":[0.799998,0.0003673037,0.1974316,0.0000330029,0.00001246877,0.0001234951,0.0002437243,0.00004367753,0.00174666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00206439,"threshold_uncertainty_score":0.004104793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046372379","doi":"10.15530/urtec-2020-2177","title":"Bakken Infill Pilot Analysis and Modeling: Characterizing Unconventional Reservoir Potentials","year":2020,"lang":"en","type":"article","venue":"Proceedings of the 8th Unconventional Resources Technology Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Infill; Petroleum engineering; Geology; Unconventional oil; Reservoir modeling; Reservoir simulation; Computer science; Petrology; Engineering; Civil engineering; Oil shale; Paleontology","authors":[{"name":"Yongshe Liu","is_ca":true},{"name":"Sandip Bordoloi","is_ca":true},{"name":"Nathan McMahan","is_ca":true},{"name":"Junjing Zhang","is_ca":true},{"name":"Bharath Rajappa","is_ca":true},{"name":"H. Long","is_ca":true},{"name":"Eric Michael","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03993546888338,"gpt":0.2515446938859844,"spread":0.2116092250026044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002387394,0.0003952109,0.0004639841,0.000362471,0.0004133045,0.0008631179,0.0006561346,0.0007491868,0.001355723],"category_scores_gemma":[0.001214265,0.0003050303,0.000281009,0.0003649761,0.0005073802,0.00118652,0.0005016185,0.0004625568,0.0001674845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006182586,"about_ca_system_score_gemma":0.001050421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01215939,"about_ca_topic_score_gemma":0.01272275,"domain_scores_codex":[0.9998919,0.00002777955,0.000005537057,0.00001949429,0.00003092968,0.00002445939],"domain_scores_gemma":[0.9995875,0.0002379953,0.00002988917,0.00004133242,0.00007708846,0.00002617426],"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":[0.0002059026,0.0001275137,0.005067029,0.0000649439,0.00001866315,0.0001760822,0.0001364543,0.959893,0.01576857,0.002532196,0.0003407337,0.01566892],"study_design_scores_gemma":[0.000007989427,0.00003285213,0.0006896871,0.000002660712,0.00000391331,0.000007629019,0.00002319219,0.9944186,0.004279956,0.0003748028,0.0001529081,0.000005869489],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526771,0.0001428285,0.03904973,0.0001248588,0.00001955877,0.00004033199,0.0001817762,0.0002939939,0.007469771],"genre_scores_gemma":[0.9967068,0.00003289941,0.002559919,0.00000536529,0.000001371892,0.00001426521,0.00004026106,0.00002289237,0.0006162122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01215939,"threshold_uncertainty_score":0.02417719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}