{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":176,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":176,"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"},"query_hash":"fdf952ea9eba","filters":{"venue":"SPE Canada Heavy Oil Technical Conference"}},"results":[{"id":"W2246545651","doi":"10.2118/174402-ms","title":"Half-Century of Heavy Oil Polymer Flooding from Laboratory Core Floods to Pilot Tests and Field Applications","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":72,"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; Enhanced oil recovery; Environmental science; Oil reserves; Flooding (psychology); Oil in place; Fossil fuel; Oil field; Oil production; Petroleum; Geology; Engineering; Waste management","retraction":null,"screen_n_in":null,"score":{"opus":0.02576457362174427,"gpt":0.2542407203215103,"spread":0.2284761466997661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001405028,0.0002711365,0.0003947171,0.00009319284,0.00005099013,0.00003454708,0.0003978662,0.0001696181,0.00004833195],"category_scores_gemma":[0.000218656,0.0002960979,0.00002890075,0.0004038074,0.00007877778,0.0001130042,0.0001283725,0.0003980294,0.000005483266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002627405,"about_ca_system_score_gemma":0.0007376057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09422664,"about_ca_topic_score_gemma":0.3477913,"domain_scores_codex":[0.9984289,0.0000251183,0.0004214922,0.0003819168,0.0003689923,0.0003735634],"domain_scores_gemma":[0.9984269,0.0002376262,0.0000618767,0.0005808489,0.0002193939,0.0004733641],"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":[0.00024307,0.0002197366,0.002492208,0.0006424836,0.0001359905,0.000058299,0.0002061368,0.0002508344,0.6432315,0.01283069,0.05760949,0.2820795],"study_design_scores_gemma":[0.0006350794,0.0004910115,0.001013447,0.0006052629,0.00005972516,0.00001152615,0.0001373711,0.0006639901,0.9205441,0.001621706,0.07315908,0.001057675],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8970596,0.01176961,0.02538171,0.003274289,0.001253561,0.0006906062,0.001428021,0.002947829,0.05619473],"genre_scores_gemma":[0.9885935,0.0004290395,0.01002017,0.0005264154,0.00008739712,0.0001594782,0.0000210362,0.00004658397,0.0001163935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2810219,"threshold_uncertainty_score":0.9999491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2312945006","doi":"10.2118/174429-ms","title":"Optimized Solvent for Solvent Assisted-Steam Assisted Gravity Drainage (SA-SAGD) Recovery Process","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Steam-assisted gravity drainage; Solvent; Petroleum engineering; Steam injection; Process (computing); Condensation; Process engineering; Oil field; Work (physics); Reservoir simulation; Enhanced oil recovery; Mixing (physics); Chemistry; Materials science; Oil sands; Engineering; Mechanical engineering; Computer science; Thermodynamics; Organic chemistry; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.03512922369037329,"gpt":0.2719837191867361,"spread":0.2368544954963628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007220968,0.0006091535,0.0008901486,0.000152792,0.0001448459,0.0001334987,0.0008751085,0.0004359315,0.00006042996],"category_scores_gemma":[0.0007655729,0.0006346175,0.0002348936,0.0004524094,0.0001487215,0.0003087969,0.0001347733,0.0007393997,0.000007617255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198814,"about_ca_system_score_gemma":0.002277256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01615522,"about_ca_topic_score_gemma":0.1962966,"domain_scores_codex":[0.9964164,0.00008099474,0.000887107,0.0007517873,0.0008469889,0.001016704],"domain_scores_gemma":[0.9973453,0.0002939914,0.0001983387,0.0008761833,0.0006021671,0.0006839931],"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":[0.00248348,0.001137095,0.000138955,0.004733926,0.0007262277,0.0005155675,0.0002490968,0.02684073,0.06405276,0.01047686,0.307445,0.5812003],"study_design_scores_gemma":[0.01433054,0.004201917,0.003924693,0.00524319,0.0008766654,0.0006006117,0.001102883,0.06559003,0.444355,0.1023531,0.3454155,0.01200583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06032237,0.002484354,0.706893,0.004019202,0.005348214,0.004058938,0.001627644,0.01076218,0.2044841],"genre_scores_gemma":[0.94994,0.0001777642,0.04679687,0.0003713903,0.0001468575,0.0009910036,0.0001624217,0.0001618042,0.001251876],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8896176,"threshold_uncertainty_score":0.9996105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2399586109","doi":"10.2118/180756-ms","title":"An Experimental Investigation of the Effect of pH and Salinity on Sand Control Performance for Heavy Oil Thermal Production","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":52,"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":"RGL Reservoir Management","keywords":"Salinity; Permeability (electromagnetism); Kaolinite; Produced water; Illite; Petroleum engineering; Environmental science; Geology; Clay minerals; Mineralogy; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01100226881545771,"gpt":0.2315225072041894,"spread":0.2205202383887317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002790174,0.0001658343,0.0002620213,0.00003201392,0.00005246976,0.000007555201,0.0001869656,0.00009680622,0.000008309727],"category_scores_gemma":[0.0001530274,0.0001049395,0.00003669944,0.00008137526,0.0002115305,0.0001367879,0.00001753136,0.0001300594,1.402743e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001617631,"about_ca_system_score_gemma":0.0001517028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002493609,"about_ca_topic_score_gemma":0.009485018,"domain_scores_codex":[0.9990375,0.00007056757,0.0002761961,0.0002117502,0.0002216516,0.0001823468],"domain_scores_gemma":[0.9992286,0.0002000119,0.00008905308,0.000334285,0.00007402296,0.00007403788],"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":[0.0002406408,0.000009068943,0.001780599,0.0002060422,0.00000897976,1.428122e-7,0.00001553434,0.0001124763,0.945541,0.0001195001,0.0001405781,0.05182545],"study_design_scores_gemma":[0.0004710319,0.0007206452,0.007690665,0.0003377822,0.00001216897,0.00000223999,0.000004069499,0.0006280415,0.9898511,0.00005792829,0.00009424965,0.0001300346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983333,0.00007591892,0.0003517435,0.0002138342,0.0001717557,0.0001928473,0.00004906815,0.0001066451,0.0005048972],"genre_scores_gemma":[0.9993547,0.00005180954,0.0003544064,0.00003305537,0.00004055757,0.0001142088,0.000002438842,0.00002023441,0.00002861341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05169542,"threshold_uncertainty_score":0.5292863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2241701891","doi":"10.2118/174424-ms","title":"Evaluation of Diffusion of Light Hydrocarbon Solvents in Bitumen","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; CMG Reservoir Simulation Foundation; Suncor Energy Incorporated","keywords":"Asphalt; Solvent; Propane; Viscosity; Hydrocarbon; Toluene; Mass transfer; Diffusion; Mixing (physics); Phase (matter); Hydrocarbon mixtures; Chemistry; Chemical engineering; Light crude oil; Materials science; Thermodynamics; Petroleum engineering; Organic chemistry; Chromatography; Composite material; Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.03812649143116345,"gpt":0.2765414965569346,"spread":0.2384150051257712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006769426,0.0001172682,0.0003123862,0.00007353853,0.00001702719,0.00000742324,0.0002663039,0.0001122275,0.0001052149],"category_scores_gemma":[0.0004612689,0.0001095998,0.00004199981,0.0002576046,0.00005574268,0.00004264915,0.00006283019,0.0001775553,5.802551e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003957972,"about_ca_system_score_gemma":0.00264477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1705983,"about_ca_topic_score_gemma":0.3954369,"domain_scores_codex":[0.9979112,0.00004574739,0.0004256073,0.0002293351,0.001203457,0.0001847161],"domain_scores_gemma":[0.9989263,0.00002909735,0.0001977686,0.0003002551,0.0004203412,0.0001262116],"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":[0.00006476515,0.0002183603,0.005961464,0.0002172674,0.00003186559,0.000008450451,0.00008225146,0.0001414411,0.9032781,0.0001577959,0.0003053668,0.08953287],"study_design_scores_gemma":[0.003141074,0.0001059097,0.00190401,0.001571579,0.0003862779,0.000007548967,0.000534208,0.04558914,0.9392387,0.003780094,0.003142082,0.0005993262],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313473,0.0003394842,0.00002567731,0.0003897246,0.00002746717,0.000007390438,0.00001102251,0.00001904042,0.06783289],"genre_scores_gemma":[0.9993585,0.00002451233,0.00009827523,0.00001675054,0.00001615034,0.000009504429,0.00001372545,0.000007777991,0.0004548485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2248387,"threshold_uncertainty_score":0.8349248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587191938","doi":"10.2118/184999-ms","title":"An Experimental Evaluation of Pore Plugging and Permeability Reduction Near SAGD Sand Control Liners","year":2017,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":36,"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; RGL Reservoir Management","keywords":"Clogging; Permeability (electromagnetism); Geotechnical engineering; Volumetric flow rate; Grain size; Wellbore; Particle-size distribution; Materials science; Particle size; Geology; Petroleum engineering; Composite material; Mechanics; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.02210232558385663,"gpt":0.2819722776383686,"spread":0.259869952054512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004636156,0.0001339423,0.0002459485,0.00002962315,0.0002234428,0.00008316523,0.0002181767,0.00009527733,0.00008391151],"category_scores_gemma":[0.0001579272,0.00012527,0.00003754189,0.00003778176,0.0002227689,0.0001530367,0.00002387814,0.0001965093,2.809726e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002364013,"about_ca_system_score_gemma":0.0003812946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07719523,"about_ca_topic_score_gemma":0.08945294,"domain_scores_codex":[0.9988462,0.00005583237,0.000241918,0.0002377833,0.0004308282,0.000187415],"domain_scores_gemma":[0.9990604,0.00002188124,0.00007364324,0.0005425072,0.0001447118,0.0001568842],"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":[0.0002630551,0.0002453431,0.006294894,0.0005513755,0.0003116289,0.00003531759,0.0007358125,0.4493044,0.3338881,0.0002511933,0.001932513,0.2061864],"study_design_scores_gemma":[0.001111952,0.00009436549,0.01909292,0.000113514,0.000149249,0.00002061053,0.0003124061,0.9098223,0.06807487,0.0001610774,0.0006668028,0.0003799575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959512,0.0003191237,0.0003997411,0.0004874345,0.0001332064,0.0000899866,0.00001789035,0.00007273563,0.002528723],"genre_scores_gemma":[0.999584,0.00002878639,0.0002659037,0.00001142779,0.00005379849,0.0000157518,0.00001274332,0.00001209257,0.0000155061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4605179,"threshold_uncertainty_score":0.9289498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1137930095","doi":"10.2118/174416-ms","title":"Use of Flow Control Devices (FCDs) to Enforce Conformance in Steam Assisted Gravity Drainage (SAGD) Completions","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Petroleum engineering; Steam injection; Oil field; Leverage (statistics); Multiphase flow; Computer science; Flashing; Engineering; Simulation; Mechanics; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.0373470430838161,"gpt":0.2438991848054114,"spread":0.2065521417215953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002784504,0.0002317983,0.000542429,0.0001654911,0.00005142146,0.00004827959,0.0004119185,0.0001322947,0.00004325532],"category_scores_gemma":[0.000318467,0.0002190051,0.00006978311,0.0005401186,0.00009350573,0.0001535227,0.00006226962,0.0003907594,0.000008112766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003832863,"about_ca_system_score_gemma":0.0005813494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2573799,"about_ca_topic_score_gemma":0.8514626,"domain_scores_codex":[0.998229,0.00005984244,0.0005464886,0.0002483444,0.0004794976,0.0004368293],"domain_scores_gemma":[0.9985952,0.0001856687,0.0000698322,0.0004905049,0.0002281775,0.0004305555],"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":[0.0001238674,0.00009393998,0.001950771,0.0003680539,0.000130156,0.0000997367,0.0001815952,0.9606543,0.00271078,0.001074349,0.0116314,0.02098105],"study_design_scores_gemma":[0.002447271,0.0002733053,0.06101802,0.0008496751,0.0001507673,0.0000377761,0.0004036204,0.6903753,0.004634545,0.0003177381,0.2378884,0.001603614],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7782172,0.001064906,0.1513004,0.008386428,0.001166631,0.001275369,0.001292068,0.001383926,0.05591304],"genre_scores_gemma":[0.9976887,0.00001998602,0.001597199,0.0003233704,0.00002454682,0.00003103478,0.00002959108,0.00001948419,0.0002661574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5940827,"threshold_uncertainty_score":0.8930768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2405318548","doi":"10.2118/180739-ms","title":"Results of a Polymer Flooding Pilot in the Tambaredjo Heavy Oil Field, Suriname","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Oil in place; Petroleum engineering; Oil field; Viscosity; Environmental science; Geology; Petroleum; Materials science; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.02001804499556038,"gpt":0.233328561834097,"spread":0.2133105168385367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004404492,0.0002824619,0.000399917,0.0001134521,0.00004420053,0.0000268425,0.0007815456,0.0001620231,0.00007505565],"category_scores_gemma":[0.0005275653,0.0001970323,0.00006496387,0.0003819917,0.0001141125,0.0001392665,0.00008961333,0.0004466632,0.000004712608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003165698,"about_ca_system_score_gemma":0.0004747314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1245493,"about_ca_topic_score_gemma":0.6234596,"domain_scores_codex":[0.997853,0.00008597902,0.0006584158,0.000360035,0.0004892455,0.0005533311],"domain_scores_gemma":[0.9981768,0.0007630746,0.00008489818,0.0007618032,0.00009193191,0.0001215021],"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":[0.0009218681,0.0002306375,0.0006209073,0.0006439042,0.000068541,0.0002889442,0.0002055887,0.000106612,0.3527008,0.01584793,0.05716652,0.5711977],"study_design_scores_gemma":[0.001283439,0.0006221905,0.001668342,0.001514975,0.00002045913,0.00004985046,0.00007792299,0.0002186938,0.9740103,0.001586982,0.01812777,0.0008190137],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7331011,0.001990625,0.006748518,0.01587292,0.0010543,0.0004002891,0.0005899856,0.001635981,0.2386063],"genre_scores_gemma":[0.9974597,0.0006570615,0.0006974008,0.0003111297,0.000050556,0.00007090069,0.000004011777,0.0000342309,0.0007149858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6213095,"threshold_uncertainty_score":0.8812804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2397635737","doi":"10.2118/180724-ms","title":"In-Situ Combustion Experience in Heavy Oil Carbonate","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","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":"","keywords":"Asphaltene; Combustion; Thermogravimetric analysis; Chemical engineering; Endothermic process; Fraction (chemistry); Differential scanning calorimetry; Chemistry; Materials science; Organic chemistry; Thermodynamics; Adsorption","retraction":null,"screen_n_in":null,"score":{"opus":0.02061710338035135,"gpt":0.2575091028496079,"spread":0.2368919994692566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001714399,0.0002504798,0.0004051485,0.0001069272,0.00006836466,0.00004192343,0.0005170003,0.0001993704,0.0003839386],"category_scores_gemma":[0.0002802906,0.0002044285,0.00005590629,0.0004065358,0.00019993,0.0001657914,0.00009749686,0.0004066621,0.000007590102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000776751,"about_ca_system_score_gemma":0.001231544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2121637,"about_ca_topic_score_gemma":0.8052957,"domain_scores_codex":[0.9978236,0.00003447659,0.0005003455,0.0005829526,0.0004863501,0.0005722562],"domain_scores_gemma":[0.9989743,0.0001221697,0.0001133172,0.0004759344,0.00009763682,0.0002166397],"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":[0.0001392817,0.0001322768,0.006021839,0.0001934665,0.00001224072,0.0003644693,0.0000965851,0.00002052244,0.8093238,0.00116117,0.0006836613,0.1818506],"study_design_scores_gemma":[0.004775712,0.00009227567,0.006130042,0.005000278,0.00007127466,0.0001203082,0.0009646332,0.001214702,0.8697335,0.002225036,0.1067764,0.002895939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8843036,0.0003114808,0.00007414254,0.006171066,0.00009761098,0.000005408193,0.00002436185,0.0001136442,0.1088987],"genre_scores_gemma":[0.9889482,0.0002570959,0.0001287559,0.0003300076,0.00004924582,0.00004171259,0.000006452884,0.00001756318,0.01022092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.593132,"threshold_uncertainty_score":0.8336351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586269107","doi":"10.2118/185005-ms","title":"A Practical Approach to the Use and Design of Flow Control Devices in SAGD","year":2017,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Reservoir Engineering and Simulation Methods","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":"Suncor Energy (Canada)","funders":"","keywords":"Steam-assisted gravity drainage; Steam injection; Petroleum engineering; Oil field; Environmental science; Completion (oil and gas wells); Engineering; Asphalt; Process engineering; Oil sands; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.1046063485046081,"gpt":0.3067030999580783,"spread":0.2020967514534703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004300108,0.0001163436,0.0002249562,0.00003540192,0.00006463806,0.0001012326,0.000278195,0.00007579532,0.000005167153],"category_scores_gemma":[0.001327579,0.00008980394,0.00001563664,0.00006994107,0.00005494941,0.0001271755,0.00004158153,0.0002579439,4.206628e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006225824,"about_ca_system_score_gemma":0.0002136849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03174207,"about_ca_topic_score_gemma":0.1010804,"domain_scores_codex":[0.9991575,0.00007304337,0.0002167003,0.0001544658,0.0001951315,0.0002031397],"domain_scores_gemma":[0.998799,0.000526484,0.00003278499,0.0004598935,0.00005977019,0.0001220534],"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":[0.00002883344,0.000009022546,0.0006291713,0.00005908881,0.00001022239,0.000006445959,0.00001990925,0.9925964,0.0003797264,0.000921235,0.0009798426,0.004360037],"study_design_scores_gemma":[0.0003005263,0.00001893696,0.01301496,0.00004755745,0.000007886499,0.000006356373,0.00001123365,0.9808897,0.0001835615,0.00004489464,0.00534808,0.0001262571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03622057,0.0000817899,0.9606286,0.001714499,0.00009277494,0.0002057012,0.00001776492,0.00006155592,0.0009766932],"genre_scores_gemma":[0.846567,0.00002749246,0.1532645,0.00006084925,0.00001659371,0.00002583645,7.161445e-7,0.00001076985,0.00002626141],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8103464,"threshold_uncertainty_score":0.9747056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2240628657","doi":"10.2118/174478-ms","title":"Improvement of the Recovery Factor Using Nano-Metal Particles at the Late Stages of Cyclic Steam Stimulation","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":28,"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":"Steam injection; Petroleum engineering; Materials science; Process engineering; Oil production; Enhanced oil recovery; Nano-; Process (computing); Environmental science; Waste management; Computer science; Engineering; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.03340650994891283,"gpt":0.250257836117616,"spread":0.2168513261687031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002117253,0.0001744184,0.0002667922,0.00003124488,0.00005223798,0.00001364438,0.0003587176,0.0000932254,0.00003982012],"category_scores_gemma":[0.000189365,0.0001179786,0.00007186217,0.0002096892,0.0001426693,0.0001085358,0.0001558118,0.0001965385,6.724463e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005926993,"about_ca_system_score_gemma":0.0004981011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03729257,"about_ca_topic_score_gemma":0.203212,"domain_scores_codex":[0.9986031,0.00004812664,0.0004535314,0.0001565857,0.0004774695,0.000261155],"domain_scores_gemma":[0.9989461,0.0001470206,0.0001581785,0.0005091528,0.0001515639,0.00008803169],"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":[0.00003119966,0.00001672498,0.0009847372,0.00008429646,0.00002987158,8.988348e-7,0.00003725577,0.01421462,0.9564421,0.0001361058,0.0004008585,0.02762129],"study_design_scores_gemma":[0.000172011,0.0001012099,0.003082642,0.0001223547,0.00002467078,0.000001946687,0.00004393246,0.003695177,0.9910986,0.0007568685,0.000728332,0.0001722238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971365,0.0002114699,0.001083179,0.0001150237,0.0002291366,0.0001741084,0.0001164785,0.0001028639,0.000831201],"genre_scores_gemma":[0.9989051,0.00007815372,0.0007019449,0.00004068715,0.00001481199,0.00001452921,0.000003264352,0.00002345271,0.0002180893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1659195,"threshold_uncertainty_score":0.9691182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790231052","doi":"10.2118/189741-ms","title":"Dimethylether-A Promising Solvent for ES-SAGD","year":2018,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":28,"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; Suncor Energy Incorporated","keywords":"Butane; Propane; Asphalt; Solvent; Steam explosion; Chemical engineering; Waste management; Materials science; Oil sands; Pulp and paper industry; Petroleum engineering; Chemistry; Environmental science; Organic chemistry; Catalysis; Composite material; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.0192469872816095,"gpt":0.2424304110648248,"spread":0.2231834237832153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001506181,0.0002072268,0.0002499903,0.00003580534,0.00009330953,0.00004134859,0.0003286028,0.0001196314,0.0001135033],"category_scores_gemma":[0.00008777685,0.000205454,0.00006091037,0.0001360337,0.0001175757,0.00007041856,0.00004592721,0.0002071493,0.000007678088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953768,"about_ca_system_score_gemma":0.0005133738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01117568,"about_ca_topic_score_gemma":0.2791485,"domain_scores_codex":[0.9987745,0.00001597942,0.0002646171,0.0002619152,0.0002126675,0.0004702817],"domain_scores_gemma":[0.9991981,0.00009884715,0.00003289379,0.0003662963,0.0001124469,0.000191464],"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":[0.0002716641,0.0001369924,0.0001027835,0.0006124411,0.0002162755,0.00006259789,0.0001513284,0.000478232,0.6547558,0.08890292,0.02422994,0.2300791],"study_design_scores_gemma":[0.002232582,0.0008517235,0.0005541824,0.0005762327,0.0001270224,0.00005109447,0.00007318304,0.3751822,0.222892,0.03225589,0.362928,0.002275912],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.736261,0.0005603007,0.1784174,0.002411992,0.003339892,0.0008078704,0.0003333965,0.001730778,0.07613743],"genre_scores_gemma":[0.9953729,0.00002198263,0.003858402,0.0001588637,0.0002391593,0.00004704267,0.00001516014,0.00004941299,0.0002370737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4318638,"threshold_uncertainty_score":0.995409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2267293139","doi":"10.2118/174439-ms","title":"The Impact of Asphaltene Precipitation and Clay Migration on Wettability Alteration for Steam Assisted Gravity Drainage (SAGD) and Expanding Solvent-SAGD (ES-SAGD)","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":27,"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":"Asphaltene; Residual oil; Solvent; Toluene; Wetting; Oil sands; Solubility; Contact angle; Chemistry; Chemical engineering; Steam-assisted gravity drainage; Petroleum engineering; Chromatography; Materials science; Asphalt; Geology; Organic chemistry; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.03519233329070116,"gpt":0.3073327538313428,"spread":0.2721404205406417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006427827,0.0002067871,0.0003182899,0.00004127292,0.0002849957,0.0001372256,0.0001529615,0.000133743,0.000008661831],"category_scores_gemma":[0.0009001343,0.0001529574,0.00007835587,0.0001429354,0.0001663775,0.0001454955,0.00003720447,0.0002215213,1.377981e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003949592,"about_ca_system_score_gemma":0.0008879883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03749355,"about_ca_topic_score_gemma":0.1917086,"domain_scores_codex":[0.9984754,0.00007441184,0.0004287067,0.0003909133,0.00036014,0.0002704572],"domain_scores_gemma":[0.9984669,0.0003932601,0.0002760731,0.0003082445,0.0003460042,0.0002094819],"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":[0.001511409,0.0003630951,0.01226845,0.0007639623,0.0002215615,0.000006421399,0.0004104218,0.0004006501,0.6657859,0.002499958,0.001846771,0.3139214],"study_design_scores_gemma":[0.01170695,0.004664337,0.1211917,0.002723971,0.001189595,0.00009140839,0.004155418,0.1777263,0.6331782,0.03442437,0.005330831,0.003616891],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948313,0.0004050691,0.001806805,0.001095843,0.00004465548,0.00005139499,0.0001145654,0.00004741722,0.001602925],"genre_scores_gemma":[0.9990234,0.00005477058,0.0003345426,0.00002550062,0.00004910354,0.00005016377,0.0000941304,0.00001229647,0.0003560744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3103045,"threshold_uncertainty_score":0.9689159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2406053136","doi":"10.2118/180733-ms","title":"Modification of Butler's Unsteady-State SAGD Theory to Include the Vertical Growth of Steam Chamber","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Nexen (Canada); University of Calgary","funders":"","keywords":"Steam-assisted gravity drainage; Steam injection; Petroleum engineering; Heat transfer; Thermal; Engineering; Process (computing); Oil field; Mechanical engineering; Process engineering; Environmental science; Mechanics; Computer science; Oil sands; Materials science; Meteorology; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01496447174311571,"gpt":0.2331930891971835,"spread":0.2182286174540678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003846036,0.000201456,0.0003268408,0.00006982047,0.00003393867,0.000008375192,0.0004735813,0.0001128978,0.00008163857],"category_scores_gemma":[0.0004249397,0.0001326685,0.00005675037,0.0002709499,0.0002137307,0.00008797961,0.0001149991,0.0002139504,0.000006325346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003136605,"about_ca_system_score_gemma":0.0003930721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01419625,"about_ca_topic_score_gemma":0.09061363,"domain_scores_codex":[0.9984031,0.00007820984,0.0005053229,0.0002453758,0.0004296573,0.0003383419],"domain_scores_gemma":[0.9984691,0.0004657893,0.00005734766,0.0006097293,0.0002431059,0.0001549117],"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":[0.0001855811,0.00005957808,0.0002246122,0.0002585253,0.00006186344,0.000009032927,0.0001016871,0.0002621397,0.7520933,0.09186763,0.005401532,0.1494745],"study_design_scores_gemma":[0.0002018048,0.0001228915,0.003312704,0.0003815378,0.00001915926,0.000007001583,0.00002425599,0.0003148876,0.9771484,0.01550879,0.002647628,0.0003109265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7343897,0.0002759255,0.2281884,0.003544695,0.0003777068,0.0005606574,0.0002903207,0.0007390238,0.03163353],"genre_scores_gemma":[0.9980787,0.0002115816,0.001257042,0.000125349,0.00001868704,0.00005809009,0.000002405495,0.00003245704,0.0002156801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.263689,"threshold_uncertainty_score":0.9923683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791254433","doi":"10.2118/189773-ms","title":"A Critical Review of Sand Control Evaluation Testing for SAGD Applications","year":2018,"lang":"en","type":"review","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":25,"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; RGL Reservoir Management","keywords":"Petroleum engineering; Current (fluid); Flow (mathematics); Geotechnical engineering; Engineering; Environmental science; Geology; Mechanics","retraction":null,"screen_n_in":null,"score":{"opus":0.07218894647049814,"gpt":0.3440274651747833,"spread":0.2718385187042851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008922066,0.0003673861,0.001689243,0.00009404806,0.0000895916,0.00002765431,0.0005111742,0.0002823335,0.0001520723],"category_scores_gemma":[0.003230584,0.000309379,0.0003262798,0.0004834038,0.000144028,0.00003870777,0.00003545489,0.0004225339,0.00000689579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004297332,"about_ca_system_score_gemma":0.002655631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006872106,"about_ca_topic_score_gemma":0.01945636,"domain_scores_codex":[0.9974813,0.0001172733,0.001049304,0.0004120472,0.0005633401,0.0003767136],"domain_scores_gemma":[0.996547,0.001433226,0.0001884511,0.0006844423,0.0009372032,0.0002096362],"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":[0.000001124328,0.00001189006,1.441546e-7,0.1584484,0.00009649103,0.00000114536,5.992846e-7,0.00006632078,0.000002291385,0.0000761165,0.009018145,0.8322774],"study_design_scores_gemma":[0.0001089891,0.00003018124,5.757159e-7,0.06703713,0.001949647,0.00001351945,8.091206e-7,0.00459137,0.000008381377,0.0001445058,0.925774,0.0003409064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.503851e-8,0.9669315,0.02525098,0.0001979896,0.0001024881,0.0008720196,0.0003183806,0.0001117569,0.006214806],"genre_scores_gemma":[0.001011219,0.9943054,0.00239155,0.0001032335,0.0002235728,0.001722811,0.0001444319,0.00005272558,0.0000450768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9167559,"threshold_uncertainty_score":0.9999358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586134373","doi":"10.2118/184975-ms","title":"Selection of New Generation Chemicals as Steam Additive for Cost Effective Heavy-Oil Recovery Applications","year":2017,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":23,"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":"Surface tension; Wetting; Imbibition; Contact angle; Enhanced oil recovery; Capillary action; Materials science; Chemical engineering; Pulmonary surfactant; Viscosity; Steam injection; Petroleum engineering; Chemistry; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.0188736931291891,"gpt":0.2728805123484793,"spread":0.2540068192192902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001745091,0.0002695857,0.000416412,0.00006805599,0.0002176171,0.00007500417,0.0004446287,0.0002596578,0.00008214231],"category_scores_gemma":[0.0005365943,0.0003039559,0.00009682438,0.000133508,0.000109044,0.000264932,0.00005745481,0.0003441479,0.000004950964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008782576,"about_ca_system_score_gemma":0.0009647181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03625678,"about_ca_topic_score_gemma":0.2691955,"domain_scores_codex":[0.9985043,0.00002469685,0.000416662,0.0004163047,0.000275864,0.000362187],"domain_scores_gemma":[0.9983993,0.0002575346,0.0002047556,0.0005838354,0.0003525999,0.0002019769],"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":[0.0000882296,0.00003055382,0.00001555648,0.0001555226,0.00004935335,0.000001054056,0.000008700347,0.0002017246,0.2386045,0.001950074,0.03176489,0.7271298],"study_design_scores_gemma":[0.0003216962,0.0001666596,0.0002333655,0.0001656174,0.00003527176,0.000008021258,0.000007838795,0.00220452,0.9262899,0.002195256,0.06801191,0.000359934],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09477616,0.0008165804,0.7248624,0.002194416,0.00160983,0.006050152,0.002719696,0.002872672,0.1640981],"genre_scores_gemma":[0.9800762,0.0007962796,0.01404138,0.0001326428,0.0003426021,0.002985897,0.0001652714,0.00006924972,0.001390508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8853,"threshold_uncertainty_score":0.9999412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791601738","doi":"10.2118/189769-ms","title":"An Experimental Investigation into Sand Control Failure Due to Steam Breakthrough in SAGD Wells","year":2018,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":23,"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; RGL Reservoir Management","keywords":"Petroleum engineering; Steam injection; Geotechnical engineering; Environmental science; Steam drum; Engineering; Superheated steam; Waste management; Boiler (water heating)","retraction":null,"screen_n_in":null,"score":{"opus":0.008090707931537001,"gpt":0.231239486327048,"spread":0.223148778395511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001622047,0.000230844,0.0003514648,0.0001097583,0.00008990239,0.00006160473,0.0003702028,0.0001629788,0.0002366481],"category_scores_gemma":[0.00005586463,0.0002224495,0.00003881379,0.000357005,0.0001331065,0.0001512438,0.00003626621,0.0003192259,0.00002359761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005334741,"about_ca_system_score_gemma":0.000392387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3717387,"about_ca_topic_score_gemma":0.8675887,"domain_scores_codex":[0.9984882,0.00006057246,0.0003520415,0.0003613317,0.0003410829,0.0003967975],"domain_scores_gemma":[0.998994,0.00004750392,0.00003024021,0.0004445942,0.0000775781,0.0004060875],"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":[0.0002898101,0.0002899426,0.003120726,0.0003917786,0.0002179716,0.0005217221,0.003380667,0.1197551,0.7578155,0.0008719428,0.07089375,0.04245105],"study_design_scores_gemma":[0.002485516,0.000847704,0.01131622,0.0005948325,0.00007304681,0.00006857567,0.001520791,0.08111011,0.8392009,0.001056216,0.05962966,0.002096416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856425,0.0001852601,0.005424689,0.003351967,0.0002328405,0.0001800306,0.00002396565,0.0002997017,0.004659063],"genre_scores_gemma":[0.9975473,0.000008534915,0.001374559,0.0007575164,0.0001549471,0.000039247,0.00001522953,0.00002783058,0.00007485601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4958501,"threshold_uncertainty_score":0.9071229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2396701556","doi":"10.2118/180713-ms","title":"SAGD Relative Permeability as a Function of Temperature","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","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":"Relative permeability; Permeability (electromagnetism); Petroleum engineering; Saturation (graph theory); Residual; Residual oil; Relative density; Approximation error; Environmental science; Geology; Materials science; Soil science; Geotechnical engineering; Chemistry; Mathematics; Composite material; Porosity; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.009352720675172763,"gpt":0.2157673741354494,"spread":0.2064146534602766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001577832,0.00021416,0.0003046105,0.00005235272,0.00003808515,0.00001131484,0.0002498517,0.0002336571,0.0003907127],"category_scores_gemma":[0.0003874798,0.0001635838,0.0000650982,0.0002208246,0.0001480632,0.0001963482,0.00004578166,0.0003452035,0.000009295431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005685576,"about_ca_system_score_gemma":0.0006225069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01596364,"about_ca_topic_score_gemma":0.2378545,"domain_scores_codex":[0.9986673,0.00004179093,0.0003549624,0.0003009147,0.0003357506,0.00029927],"domain_scores_gemma":[0.9989159,0.0002114421,0.0000558299,0.0004759717,0.0002029486,0.0001379638],"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":[0.0001049901,0.00002921122,0.0003693923,0.0001788291,0.00004269569,0.00001339785,0.00001998398,0.00002834103,0.8444322,0.02194989,0.00927316,0.1235579],"study_design_scores_gemma":[0.0006872253,0.0005913642,0.01977783,0.001169216,0.00005726123,0.00003020685,0.00005003109,0.000132196,0.8885188,0.04578282,0.0421106,0.001092479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8361433,0.0004823335,0.0169314,0.001986701,0.0007272763,0.0003532965,0.0002475893,0.001834786,0.1412934],"genre_scores_gemma":[0.9973602,0.0001960029,0.001375661,0.00008476899,0.00003059057,0.00004262545,0.000004403424,0.00002750857,0.000878242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2218909,"threshold_uncertainty_score":0.9905891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2241947642","doi":"10.2118/174449-ms","title":"Thermal Formation Damage and Relative Permeability of Oil Sands of the Lower Cretaceous Formations in Western Canada","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Oil sands; Petroleum engineering; Geology; Relative permeability; Steam injection; Permeability (electromagnetism); Cretaceous; Petrography; Asphalt; Enhanced oil recovery; Geotechnical engineering; Petrology; Geochemistry; Porosity; Materials science; Paleontology; Composite material; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01911522219693179,"gpt":0.2190065940892376,"spread":0.1998913718923058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001713986,0.00009867992,0.0002076641,0.00003849318,0.00003124892,0.000009295332,0.0001759353,0.00006235761,0.00001673645],"category_scores_gemma":[0.0001216698,0.00007470444,0.00002731202,0.0002517308,0.000087496,0.0001869473,0.00004738712,0.000199959,1.523993e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002907889,"about_ca_system_score_gemma":0.0009222022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6575009,"about_ca_topic_score_gemma":0.9967214,"domain_scores_codex":[0.9990261,0.00005675498,0.0003730898,0.00008789398,0.0003200675,0.0001361133],"domain_scores_gemma":[0.999396,0.00005158213,0.00007096176,0.0002513633,0.00013301,0.00009711324],"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":[0.0005152332,0.0005404163,0.06952229,0.003500849,0.0004787223,0.00009091097,0.013648,0.7954025,0.02946364,0.008801836,0.01270084,0.06533471],"study_design_scores_gemma":[0.002494268,0.0002190097,0.08345812,0.0006333447,0.0001520068,0.000021064,0.003597649,0.8711317,0.02296552,0.001069685,0.01314628,0.001111398],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892285,0.00009677154,0.0005113193,0.00134442,0.00007345334,0.0000480356,0.00004603895,0.00002042229,0.008631017],"genre_scores_gemma":[0.999747,0.00002930979,0.00005434113,0.00005123813,0.000004985589,0.00000705185,0.00000871169,0.000006210149,0.00009119879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3392204,"threshold_uncertainty_score":0.3447798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587441664","doi":"10.2118/185967-ms","title":"SAGD Sand Control: Large Scale Testing Results","year":2017,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"Devon Energy (Canada)","funders":"","keywords":"Oil sands; Sizing; Petroleum engineering; Scaling; Geotechnical engineering; Engineering; Environmental science; Geology; Asphalt; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.01767052391249553,"gpt":0.2328675465302353,"spread":0.2151970226177398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003280299,0.000231564,0.0003858815,0.00004587703,0.0004789017,0.0001836462,0.0007349997,0.0001557363,0.00005242988],"category_scores_gemma":[0.0009844097,0.0002084736,0.0000713262,0.0000998958,0.0001106843,0.0001113913,0.00009478247,0.0005086903,0.00001523581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756613,"about_ca_system_score_gemma":0.0003791064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.187498,"about_ca_topic_score_gemma":0.7357711,"domain_scores_codex":[0.9982796,0.00002680529,0.0003819558,0.0003426095,0.0003828194,0.0005861993],"domain_scores_gemma":[0.9982698,0.0001732758,0.00009415842,0.001023545,0.0001271998,0.0003120163],"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":[0.0007318474,0.0004262485,0.01689641,0.001844631,0.001117246,0.002532841,0.0004049202,0.2192608,0.04093778,0.001144353,0.2623209,0.452382],"study_design_scores_gemma":[0.006843378,0.0001926071,0.1099097,0.001210761,0.0003130877,0.0000966228,0.0001371416,0.4869682,0.01885949,0.0009543217,0.3717107,0.002803841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1338361,0.0009087043,0.02035987,0.01195651,0.001338225,0.000297887,0.0008584163,0.001829677,0.8286146],"genre_scores_gemma":[0.9976862,0.0000554118,0.0009550799,0.0001550104,0.0001482567,0.00001263048,0.00001191056,0.00002842999,0.0009470679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8638501,"threshold_uncertainty_score":0.8501306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2223695682","doi":"10.2118/174466-ms","title":"History Matches and Interpretation of CHOPS Performance for CSI Field Pilot","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Innovates","funders":"Petroleum Technology Research Centre; Alberta Innovates - Technology Futures","keywords":"Environmental science; Oil field; Petroleum; Permeability (electromagnetism); Petroleum engineering; Inflow; Geology; Chemistry; Oceanography","retraction":null,"screen_n_in":null,"score":{"opus":0.04494679725276753,"gpt":0.2551407220047381,"spread":0.2101939247519706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001730398,0.00008914367,0.0001592206,0.00003586347,0.00001105861,0.000006559006,0.0001045653,0.00005102037,0.00001155644],"category_scores_gemma":[0.0002269287,0.00009092066,0.00001446258,0.00004500683,0.00002572652,0.00006519124,0.00001555784,0.000114262,2.472661e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966245,"about_ca_system_score_gemma":0.0002262663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005767924,"about_ca_topic_score_gemma":0.01366917,"domain_scores_codex":[0.9994513,0.00001111348,0.0001892478,0.00009978186,0.0001248581,0.0001237189],"domain_scores_gemma":[0.9994783,0.0001580273,0.00002322987,0.0001429008,0.00009523647,0.0001022921],"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":[0.0005107592,0.00003737762,0.001273733,0.002586983,0.00005991835,0.000004776174,0.0005219766,0.7421527,0.01312177,0.005269907,0.04020342,0.1942567],"study_design_scores_gemma":[0.0003982609,0.0002245589,0.0006769003,0.0001031892,0.000009425929,0.000003307825,0.00002893179,0.9682754,0.005728334,0.0002781692,0.02408415,0.0001893739],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7469969,0.00107681,0.2412895,0.0003500287,0.0006345866,0.0001392737,0.00001416409,0.0002319965,0.009266704],"genre_scores_gemma":[0.9833992,0.00005380009,0.01621427,0.00003958196,0.00002234889,0.00001946882,0.00000380338,0.00001203014,0.0002355106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2364022,"threshold_uncertainty_score":0.8719414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2242903057","doi":"10.2118/174459-ms","title":"Real-Time Seismic Surveillance of Thermal EOR at Peace River","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Shell (Canada)","funders":"","keywords":"Profitability index; Production (economics); Petroleum engineering; Focus (optics); Environmental science; Sensitivity (control systems); Computer science; Geology; Engineering; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.0237814964241561,"gpt":0.2483746161451715,"spread":0.2245931197210153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003370408,0.0001826297,0.0003222302,0.00004324331,0.00002695862,0.00001159637,0.000298716,0.0001149919,0.0001144277],"category_scores_gemma":[0.0001758585,0.0001799284,0.00004349611,0.000189921,0.00007714803,0.00005382304,0.00006596422,0.0002020881,0.00001494326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003524873,"about_ca_system_score_gemma":0.0003766203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04410971,"about_ca_topic_score_gemma":0.02935928,"domain_scores_codex":[0.9987566,0.0000666317,0.0003067038,0.0001952003,0.0003698277,0.0003050637],"domain_scores_gemma":[0.9989591,0.0001701865,0.00004113717,0.0004199658,0.0001528973,0.000256667],"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":[0.00003177768,0.000007027873,0.0004488041,0.00007774613,0.00001628084,0.00001637545,0.00003960068,0.9656838,0.0219165,0.0001826311,0.009734123,0.001845286],"study_design_scores_gemma":[0.0007590971,0.00006537034,0.008369498,0.00007500553,0.00001087608,0.00001549613,0.00001621672,0.9470671,0.01026223,0.0001422271,0.03265497,0.0005618911],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653273,0.0002346921,0.007890938,0.0002487653,0.0002620942,0.00007374239,0.00005542914,0.0004074033,0.02549961],"genre_scores_gemma":[0.9890786,0.00009203317,0.009009078,0.00001744429,0.00004487823,0.000007206377,0.00001424651,0.00003256911,0.001703887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02379572,"threshold_uncertainty_score":0.9883524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2244951241","doi":"10.2118/174498-ms","title":"Study of the Non-Equilibrium PVT Properties of Methane- and Propane-Heavy Oil Systems","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina","funders":"Petroleum Technology Research Centre; University of Regina","keywords":"Supersaturation; Bubble point; Propane; Methane; Thermodynamics; Inflection point; Bubble; Saturation (graph theory); Chemistry; Thermodynamic equilibrium; Materials science; Mechanics","retraction":null,"screen_n_in":null,"score":{"opus":0.03679254155488514,"gpt":0.233605045429193,"spread":0.1968125038743078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003834028,0.0002717211,0.0005892019,0.00006776465,0.00002247278,0.0000263424,0.0005899101,0.0001451,0.000003695357],"category_scores_gemma":[0.000245936,0.0001965027,0.0000415055,0.0003171011,0.000207062,0.0001243943,0.0002117148,0.0003822088,5.4006e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002440755,"about_ca_system_score_gemma":0.0009343613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1160166,"about_ca_topic_score_gemma":0.2037612,"domain_scores_codex":[0.9980054,0.00009938321,0.0006100618,0.0002977325,0.0006536584,0.0003336907],"domain_scores_gemma":[0.9985936,0.00006276537,0.0001392088,0.0007064758,0.0003227406,0.0001752293],"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":[0.0004525505,0.0005807094,0.003460708,0.006629062,0.000331384,0.00007768293,0.001897832,0.004420639,0.9402465,0.001720508,0.009599424,0.03058305],"study_design_scores_gemma":[0.001062305,0.0008924979,0.0008932538,0.001690991,0.0001108889,0.00007058434,0.002556356,0.003430146,0.9854758,0.0001773671,0.002831464,0.0008083111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881124,0.0009552353,0.00009765065,0.0001182947,0.000371618,0.0003281932,0.000031548,0.0002364089,0.009748596],"genre_scores_gemma":[0.9989787,0.0000731216,0.0003297207,0.00001649948,0.00002751643,0.0001087552,0.000001183815,0.00003916239,0.0004253399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08774457,"threshold_uncertainty_score":0.8898699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586089210","doi":"10.2118/185008-ms","title":"Silica-Based Nanofluid Heavy Oil Recovery A Microfluidic Approach","year":2017,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":20,"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":"Nanofluid; Petroleum engineering; Enhanced oil recovery; Microscale chemistry; Emulsion; Materials science; Viscosity; Environmental science; Microfluidics; Process engineering; Chemical engineering; Nanoparticle; Nanotechnology; Geology; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.01900110802937429,"gpt":0.2329886548056415,"spread":0.2139875467762672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003702414,0.0006193468,0.000748176,0.000142009,0.0004370096,0.0003043519,0.001801986,0.0004697792,0.0001689817],"category_scores_gemma":[0.0004743462,0.0006586971,0.0001956701,0.0002095013,0.0003716649,0.0003438705,0.0002084293,0.0009217967,0.00002759311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036209,"about_ca_system_score_gemma":0.001721247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08217511,"about_ca_topic_score_gemma":0.160145,"domain_scores_codex":[0.9967309,0.0000655402,0.0006886501,0.0008157506,0.0006779413,0.001021263],"domain_scores_gemma":[0.9967448,0.000181128,0.0001672004,0.002228878,0.0002121263,0.0004659453],"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":[0.0002798037,0.0002024375,0.0002850555,0.001300045,0.0001210494,0.0002131578,0.00002060571,0.0004203472,0.437722,0.002881073,0.2146408,0.3419136],"study_design_scores_gemma":[0.0009025765,0.0002484922,0.001040882,0.000763061,0.00006280831,0.00006781705,0.00002256861,0.004391776,0.7729756,0.001139997,0.2164017,0.001982745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1537356,0.009186489,0.06981663,0.005341786,0.003432113,0.0007955288,0.0009692357,0.00849155,0.7482311],"genre_scores_gemma":[0.980594,0.002347594,0.01367052,0.0007056237,0.000152397,0.000267584,0.00005971792,0.0001527982,0.002049787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8268583,"threshold_uncertainty_score":0.9995864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2333642739","doi":"10.2118/174408-ms","title":"Development of a Thermal Wellbore Simulator With Focus on Improving Heat Loss Calculations for SAGD Steam Injection","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":20,"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":"Annulus (botany); Wellbore; Heat transfer; Petroleum engineering; Computational fluid dynamics; Buoyancy; Mechanics; Fluid dynamics; Flow (mathematics); Thermal; Simulation; Engineering; Materials science; Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.01781167288110401,"gpt":0.2270426738706636,"spread":0.2092310009895596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001380623,0.0001720052,0.0002554886,0.00007179884,0.00008473332,0.00001758262,0.0001588407,0.0001007296,0.00001277629],"category_scores_gemma":[0.00005436946,0.000136781,0.00004295399,0.0001877819,0.00004304591,0.00004903118,0.00002384193,0.0002005155,0.000001137707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004460094,"about_ca_system_score_gemma":0.001085699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04682532,"about_ca_topic_score_gemma":0.450388,"domain_scores_codex":[0.9988717,0.00001236138,0.0002968953,0.0002062133,0.0003429124,0.000269862],"domain_scores_gemma":[0.9992822,0.00005906966,0.00003751226,0.0002572873,0.0001605051,0.0002034726],"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":[0.0000979536,0.00003480216,0.000147354,0.0001410962,0.00007621879,0.0000076242,0.000125566,0.9674239,0.002481351,0.0001274046,0.0003127884,0.02902393],"study_design_scores_gemma":[0.00295431,0.0007893369,0.004681001,0.0006559846,0.0002139129,0.00002692809,0.0006796077,0.7813538,0.1757697,0.0002178382,0.03109774,0.001559876],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.916581,0.000112423,0.07807902,0.0005217106,0.0001545243,0.000246885,0.00003684752,0.0002554254,0.004012117],"genre_scores_gemma":[0.9958889,0.000002211817,0.003863594,0.00002567402,0.00004218177,0.00003857028,0.00001436695,0.00002514269,0.00009929352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4035627,"threshold_uncertainty_score":0.9595219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2408190092","doi":"10.2118/180708-ms","title":"Re-Examination of Fingering in SAGD and ES-SAGD","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","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 Calgary","funders":"","keywords":"Viscous fingering; Steam-assisted gravity drainage; Steam injection; Petroleum engineering; Oil sands; Asphalt; Geology; Materials science; Geotechnical engineering; Porous medium; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.01269392200369135,"gpt":0.2176067787586186,"spread":0.2049128567549272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002143111,0.0001472204,0.0002482691,0.00009848995,0.00001565504,0.00001050547,0.0001782473,0.0001170069,0.00005650863],"category_scores_gemma":[0.0002312162,0.0001294072,0.00001891889,0.0001757708,0.00007336768,0.0001266235,0.0000529217,0.0001691853,8.729781e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003613739,"about_ca_system_score_gemma":0.0001739078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01800431,"about_ca_topic_score_gemma":0.5618871,"domain_scores_codex":[0.9989811,0.00002494362,0.0003255409,0.0002106033,0.0002063624,0.0002514391],"domain_scores_gemma":[0.9993768,0.0001987403,0.00004425966,0.0002463795,0.00005468135,0.00007916568],"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":[0.00001674752,0.00001566183,0.001420267,0.0002894259,0.00000973073,0.00002655413,0.00003875759,0.00006091038,0.22521,0.004178324,0.0008892605,0.7678444],"study_design_scores_gemma":[0.0007938436,0.0002041625,0.08684076,0.00254123,0.00001553243,0.0000153228,0.00008101494,0.002433843,0.8933472,0.003733885,0.009010639,0.0009825691],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498159,0.0003921914,0.01202166,0.0005748984,0.0001632617,0.0001422807,0.00004325684,0.0004913906,0.03635513],"genre_scores_gemma":[0.9963522,0.0006313819,0.002808619,0.0000285163,0.0000126958,0.00002438551,0.0000015431,0.0000212393,0.0001194373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7668619,"threshold_uncertainty_score":0.9885349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2399912521","doi":"10.2118/180695-ms","title":"Directional RF Heating for Heavy Oil Recovery Using Antenna Array Beam-Forming","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical 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 Calgary","funders":"","keywords":"Multiphysics; Radio frequency; Antenna (radio); Dielectric heating; Thermal; Controllability; Beam (structure); RF power amplifier; Process (computing); Power (physics); Electronic engineering; Computer science; Acoustics; Electrical engineering; Physics; Optics; Engineering; Dielectric; Bandwidth (computing); Telecommunications; Finite element method","retraction":null,"screen_n_in":null,"score":{"opus":0.03470659789203009,"gpt":0.2526567440177477,"spread":0.2179501461257176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004010704,0.0002713038,0.0004239207,0.00006077048,0.0003927508,0.00006453332,0.0003120698,0.0001511591,0.0006289324],"category_scores_gemma":[0.001106647,0.0001911093,0.0001383549,0.0004241347,0.0001380337,0.000224668,0.00002475188,0.0002813407,0.00001919279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009397653,"about_ca_system_score_gemma":0.001541922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2364578,"about_ca_topic_score_gemma":0.4619739,"domain_scores_codex":[0.9975463,0.00008872843,0.0004573732,0.0006017913,0.0004890343,0.0008168081],"domain_scores_gemma":[0.9975266,0.00143389,0.0001290815,0.0002713934,0.0002367422,0.0004022743],"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":[0.0001835377,0.00002351147,0.001449095,0.00005609863,0.0000179094,0.00001411959,0.000003470378,0.00006519218,0.02884305,0.0002603185,0.0003920076,0.9686917],"study_design_scores_gemma":[0.005559476,0.003997405,0.145365,0.003281604,0.0004059582,0.0009050614,0.0002432315,0.04014322,0.2904729,0.170344,0.3317105,0.007571574],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6675239,0.001740296,0.2600693,0.01956742,0.004611043,0.0005152195,0.002280864,0.0007492683,0.04294268],"genre_scores_gemma":[0.9418653,0.0001368337,0.05256588,0.001203133,0.0005424334,0.00001161905,0.00004385906,0.00001579076,0.003615183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9611201,"threshold_uncertainty_score":0.7793212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2408341906","doi":"10.2118/180729-ms","title":"Reducing Supply Cost With Eseieh™ Pronounced Easy","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Devon Energy (Canada)","funders":"","keywords":"Capital cost; Cash flow; Oil field; Environmental science; Engineering; Petroleum engineering; Waste management; Business; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.01962081436086411,"gpt":0.242631690466698,"spread":0.2230108761058339,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001908688,0.0002261115,0.0002600653,0.00005653769,0.00005841377,0.00004011471,0.0002966903,0.000102784,0.000185787],"category_scores_gemma":[0.0001726243,0.0001570357,0.0000297609,0.0002244397,0.00006794913,0.0001188369,0.000030615,0.0002466662,0.000008774373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004112875,"about_ca_system_score_gemma":0.0005821247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01623292,"about_ca_topic_score_gemma":0.08227313,"domain_scores_codex":[0.9986048,0.00003281404,0.0002684945,0.0002843816,0.0003612297,0.0004482651],"domain_scores_gemma":[0.99894,0.0001909523,0.00002858844,0.0004594977,0.0001189452,0.0002620168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001391578,0.00003368665,0.002049563,0.0003638843,0.00009111,0.0001024521,0.00004941535,0.7333537,0.07029196,0.006080757,0.01257217,0.1748721],"study_design_scores_gemma":[0.005603704,0.0004979538,0.01773808,0.003093359,0.00008977517,0.0002008929,0.00008826163,0.2979309,0.1128096,0.001069772,0.5568873,0.003990415],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.410654,0.0003356112,0.5318465,0.003886502,0.0009053875,0.0005836405,0.000154643,0.002430037,0.04920373],"genre_scores_gemma":[0.9815738,0.00006339405,0.01658966,0.00003591797,0.00006758355,0.0000623276,0.00000616883,0.00004382314,0.001557353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5709198,"threshold_uncertainty_score":0.9903181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2291963995","doi":"10.2118/174520-ms","title":"Selection of a Chemical EOR Strategy in a Heavy Oil Reservoir Using Laboratory Data and Reservoir Simulation","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Enhanced oil recovery; Reservoir simulation; Environmental science; Flooding (psychology); Oil field; Oil in place; Process engineering; Geology; Petroleum; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.06315578157112851,"gpt":0.3028803418269012,"spread":0.2397245602557727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005021742,0.0002270301,0.0003771875,0.0001276883,0.00002534377,0.00003736051,0.0004577971,0.0002536996,0.00001565871],"category_scores_gemma":[0.0006450412,0.0002541997,0.0000164203,0.0006388614,0.0001071688,0.0003834417,0.0001976195,0.0005228191,4.565536e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007191638,"about_ca_system_score_gemma":0.001571592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06547427,"about_ca_topic_score_gemma":0.4007597,"domain_scores_codex":[0.9981924,0.00007852053,0.0005180651,0.0004216615,0.0004255215,0.0003637872],"domain_scores_gemma":[0.9986374,0.0001671779,0.00008194092,0.0006055525,0.0002906585,0.0002172183],"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":[0.0008966386,0.0002172646,0.003864029,0.00199469,0.00008488351,0.0001200179,0.0001544562,0.2241116,0.7016995,0.001572189,0.01156535,0.05371937],"study_design_scores_gemma":[0.0006312995,0.0001272426,0.0004148355,0.0005649445,0.00002143255,0.00001522329,0.00008325963,0.8324819,0.1603453,0.001291003,0.003441362,0.000582187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941832,0.000347369,0.002088837,0.0001354846,0.00007517765,0.00009272477,0.0001770162,0.0003136805,0.002586538],"genre_scores_gemma":[0.9930255,0.00009850392,0.006683676,0.00003038854,0.00004090649,0.00001449865,0.00004084228,0.00003734468,0.0000282811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6083703,"threshold_uncertainty_score":0.999991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792920274","doi":"10.2118/189724-ms","title":"Electrical Heating — Doing the Same Thing Over and Over Again …","year":2018,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Reservoir Engineering and Simulation Methods","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":"Electric heating; Induction heating; Heating element; Dielectric heating; Heating system; Petroleum engineering; Electrical resistance and conductance; Current (fluid); Microwave heating; Electrical current; Electric power; Microwave; Petroleum; Joule heating; Electrical conductor; Heating oil; Materials science; Electromagnetic heating; Electric field; Dielectric; Electrical engineering; Mechanical engineering; Power (physics); Engineering; Waste management; Geology; Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.01644702191958158,"gpt":0.2632666343941968,"spread":0.2468196124746152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003831956,0.000180953,0.0002061495,0.00004448001,0.0001667267,0.00009527289,0.0002323596,0.0001088566,0.00008870741],"category_scores_gemma":[0.000271162,0.0001441262,0.00003096913,0.0002664732,0.00008586338,0.00008612936,0.00006238433,0.0005008694,0.000001577407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748188,"about_ca_system_score_gemma":0.0001710907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02797298,"about_ca_topic_score_gemma":0.06454641,"domain_scores_codex":[0.9987559,0.00005665671,0.0002632605,0.0002242641,0.0003093849,0.0003904807],"domain_scores_gemma":[0.9990264,0.0004387982,0.00002502561,0.0003070591,0.00005233884,0.0001503808],"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":[0.0001175995,0.00004126475,0.005452064,0.0005156811,0.0002008444,0.0001154533,0.0008985007,0.4810814,0.07386253,0.04881838,0.02792146,0.3609749],"study_design_scores_gemma":[0.0002747433,0.00004169366,0.004721647,0.00009978325,0.00001174326,0.00001721957,0.00002164795,0.9556085,0.002011813,0.000659069,0.03618435,0.0003477872],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8757466,0.0007193037,0.1030593,0.0007818845,0.0004660361,0.0001343633,0.00001041822,0.0006517762,0.01843029],"genre_scores_gemma":[0.9853224,0.00005970776,0.0139233,0.0003011696,0.0001962391,0.000008849877,0.000001913619,0.00002853013,0.0001579324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4745272,"threshold_uncertainty_score":0.9784998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586861767","doi":"10.2118/184981-ms","title":"In-Situ Catalytic Aquathermolysis Combined with Geomechanical Dilation to Enhance Thermal Heavy-Oil Production","year":2017,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; BitCan (Canada)","funders":"Xinjiang Oilfield Company","keywords":"Petroleum engineering; Steam injection; Oil field; Porosity; Geology; Permeability (electromagnetism); Oil shale; Geomechanics; Oil production; Oil sands; Geotechnical engineering; Materials science; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01336878805527784,"gpt":0.237069756531856,"spread":0.2237009684765782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002335804,0.0002672512,0.0004098272,0.0001276413,0.0002057845,0.0001246182,0.0005341353,0.0001314993,0.00007359943],"category_scores_gemma":[0.0001663238,0.0002357596,0.00005558908,0.0003503321,0.00008535877,0.0003170209,0.00007875278,0.0003930955,0.00002658185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004098079,"about_ca_system_score_gemma":0.0003855157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04947787,"about_ca_topic_score_gemma":0.8123155,"domain_scores_codex":[0.9981472,0.00003915423,0.0003969623,0.0004780586,0.0005154843,0.0004231698],"domain_scores_gemma":[0.9985193,0.00003132939,0.00008833552,0.0009678363,0.0001273074,0.0002658968],"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":[0.001559875,0.0005184655,0.001008634,0.0007028179,0.0004454203,0.000526948,0.0007350591,0.1170729,0.6757157,0.003380518,0.007106279,0.1912274],"study_design_scores_gemma":[0.001729321,0.0006481605,0.01054126,0.0008862442,0.0002587193,0.00004783379,0.0002590753,0.1005063,0.8740211,0.0009491884,0.007263449,0.002889432],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631212,0.00006805274,0.00495766,0.01765145,0.0004384176,0.0002208576,0.00001306282,0.0003169593,0.01321234],"genre_scores_gemma":[0.9981399,0.00006689485,0.0003457015,0.0001651828,0.00008893523,0.00008862,0.00002037304,0.00003596278,0.001048407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7628376,"threshold_uncertainty_score":0.9613997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2398730894","doi":"10.2118/180700-ms","title":"Unlocking Potential Of The Lower Grand Rapids Formation, Western Canada: The Role Of Sand Control and Operational Practices in SAGD Performance","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"Oil sands; Steam-assisted gravity drainage; Petroleum engineering; Asphalt; Geology; Petrography; Work (physics); Steam injection; Petroleum industry; Unconventional oil; Oil field; Fossil fuel; Mining engineering; Geochemistry; Archaeology; Engineering; Geography; Waste management; Paleontology","retraction":null,"screen_n_in":null,"score":{"opus":0.006259892228512168,"gpt":0.1931966820150137,"spread":0.1869367897865016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000200663,0.00009694729,0.0001810121,0.00002577786,0.00007221095,0.00001558139,0.0002366509,0.00004813959,0.00002197476],"category_scores_gemma":[0.0001164857,0.00004956454,0.00002424101,0.000110907,0.00009803731,0.0001253507,0.00003307764,0.0001545499,9.125911e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133994,"about_ca_system_score_gemma":0.0007637268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7044553,"about_ca_topic_score_gemma":0.980776,"domain_scores_codex":[0.9990712,0.00004610648,0.0003024465,0.00009971365,0.0003225493,0.0001579323],"domain_scores_gemma":[0.999419,0.0001239019,0.0001161648,0.0002038262,0.00009136473,0.0000457537],"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":[0.0007666638,0.0002205216,0.1929872,0.001530183,0.0007350629,0.00004706219,0.0006187827,0.3280312,0.2216336,0.0009794015,0.005855235,0.2465951],"study_design_scores_gemma":[0.004307444,0.000185335,0.5407318,0.001644509,0.0002627955,0.000105615,0.0004780922,0.2381345,0.1766174,0.000349536,0.03616054,0.001022445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928966,0.0005641241,0.001143003,0.003967091,0.000106238,0.00009142687,0.00004010044,0.00001208039,0.001179324],"genre_scores_gemma":[0.9996367,0.0001968185,0.00001851458,0.00006581991,0.0000216534,0.000007852755,0.000001126077,0.000005836913,0.00004572151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3477446,"threshold_uncertainty_score":0.2975127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792691070","doi":"10.2118/189775-ms","title":"Liner-Deployed Inflow Control Devices ICD Production Results in MacKay River SAGD Wells","year":2018,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Schlumberger (Canada); Petro-Canada","funders":"","keywords":"Inflow; Petroleum engineering; Completion (oil and gas wells); Well control; Oil well; Environmental geology; Environmental science; Drawdown (hydrology); Permeability (electromagnetism); Drilling; Engineering; Geology; Hydrogeology; Metamorphic petrology; Aquifer; Geotechnical engineering; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01821054028356831,"gpt":0.2550684670152096,"spread":0.2368579267316413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000477309,0.0002401213,0.000324237,0.0001234492,0.00005614573,0.00004076065,0.000299419,0.0001721558,0.00005009195],"category_scores_gemma":[0.0006287674,0.0002372012,0.00003778678,0.0004240191,0.0001074283,0.0001335839,0.00003071663,0.0004403913,0.00001552081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002791487,"about_ca_system_score_gemma":0.0002829852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04033982,"about_ca_topic_score_gemma":0.3604687,"domain_scores_codex":[0.9982541,0.00008037174,0.0005218274,0.0003703436,0.0003469068,0.0004264588],"domain_scores_gemma":[0.9989117,0.0001795257,0.00004908687,0.0004831423,0.0001964221,0.0001800986],"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":[0.0002798315,0.00003552216,0.00183061,0.0002342863,0.00004513559,0.00004776102,0.0001141712,0.9433,0.01134843,0.0004990378,0.01629594,0.02596929],"study_design_scores_gemma":[0.003268389,0.0002005873,0.0407675,0.0005387081,0.00003822618,0.00002229475,0.00003770636,0.7176875,0.02184338,0.0006474806,0.213662,0.001286167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431264,0.0004629063,0.03581107,0.004552887,0.002401884,0.0004964744,0.0001199578,0.001549675,0.0114787],"genre_scores_gemma":[0.9891749,0.00006998032,0.009776341,0.000133124,0.0003062735,0.00002366663,0.0000120912,0.00003773842,0.0004658867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3201289,"threshold_uncertainty_score":0.9672783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2397908720","doi":"10.2118/180726-ms","title":"SAGD Production Observations Using Fiber Optic Distributed Acoustic and Temperature Sensing: \"SAGD DAS - Listening To Wells to Improve Understanding of Inflow\"","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Drilling and Well Engineering","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":"Inflow; Petroleum engineering; Thermocouple; Optical fiber; Distributed acoustic sensing; Oil well; Acoustics; Geology; Environmental science; Fiber optic sensor; Engineering; Electrical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02795832980236549,"gpt":0.2272292664417159,"spread":0.1992709366393504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001323088,0.0002208897,0.0002789909,0.0001344499,0.00009761905,0.00004601773,0.0001194331,0.0001184603,0.000009286068],"category_scores_gemma":[0.0003744619,0.000195757,0.00002693799,0.0005399469,0.00004337065,0.0001140246,0.00005982578,0.0002112199,0.000001211926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000564855,"about_ca_system_score_gemma":0.000210862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006743871,"about_ca_topic_score_gemma":0.02175935,"domain_scores_codex":[0.9987308,0.00001339734,0.0003347502,0.0003208125,0.0002321889,0.000368049],"domain_scores_gemma":[0.9991692,0.0001050178,0.00003733028,0.0003020266,0.0001282298,0.0002582394],"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":[0.00001255372,0.000004334195,0.00003771273,0.0001797085,0.00002252263,0.000009491031,0.00003651634,0.199357,0.7972347,0.0003764884,0.0007872907,0.001941798],"study_design_scores_gemma":[0.001895535,0.0005518227,0.005385929,0.01284067,0.0004837253,0.0002988489,0.0009223846,0.4839634,0.4668891,0.001236233,0.02081467,0.004717692],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8061004,0.00008810423,0.1902516,0.001583572,0.0007797835,0.0002930589,0.0001751822,0.0003835276,0.0003447598],"genre_scores_gemma":[0.9896487,0.00002489822,0.00998854,0.00003857998,0.00008382516,0.000004980902,0.000008179595,0.00003755231,0.0001647721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3303455,"threshold_uncertainty_score":0.9998703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2331123308","doi":"10.2118/174510-ms","title":"New Insight on Carbonate Heavy Oil Recovery: Pore Scale Mechanisms of Solvent Alternating CO2 Foam/Polymer Enhanced Foam Flooding","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Carbon Management Canada","keywords":"Micromodel; Enhanced oil recovery; Carbonate; Petroleum engineering; Polymer; Materials science; Solvent; Chemical engineering; Environmental science; Waste management; Chemistry; Geology; Composite material; Porous medium; Porosity; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01921065313011695,"gpt":0.2325154810524076,"spread":0.2133048279222907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003693688,0.0006048331,0.0008926337,0.0002168713,0.00008442627,0.00007175128,0.0008197047,0.0003584654,0.00008701885],"category_scores_gemma":[0.0002546632,0.0006399974,0.0001636715,0.0004839769,0.0000861348,0.0002520555,0.0001987506,0.0008398363,0.000008381979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246565,"about_ca_system_score_gemma":0.001707421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09212188,"about_ca_topic_score_gemma":0.2887617,"domain_scores_codex":[0.9962906,0.00007264179,0.0009437619,0.0007066953,0.001108669,0.0008776353],"domain_scores_gemma":[0.9977388,0.0001946206,0.0002455863,0.0008585804,0.0002740592,0.0006883157],"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":[0.0004986235,0.0001521088,0.00003335594,0.0006548883,0.0002102346,0.0001952662,0.0002753213,0.007455049,0.6498009,0.01760839,0.019727,0.3033888],"study_design_scores_gemma":[0.0006054836,0.0003817796,0.00001999118,0.0009498186,0.00003422642,0.0000198623,0.00006258551,0.003412859,0.9856384,0.005529948,0.002598938,0.0007460922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3408604,0.003065343,0.2012913,0.001946186,0.005247809,0.0007120614,0.0003878004,0.005283561,0.4412056],"genre_scores_gemma":[0.9821179,0.0004112644,0.01562198,0.0002985433,0.0001405328,0.0000746828,0.0000380414,0.0001306447,0.001166439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6412575,"threshold_uncertainty_score":0.9996051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586494439","doi":"10.2118/185000-ms","title":"Classification of Alberta Oil Sands Based on Particle Size Distribution for Sand Control Design and Experimental Applications","year":2017,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; RGL Reservoir Management","keywords":"Oil sands; Categorization; Particle-size distribution; Particle size; Environmental science; Scale (ratio); Petroleum engineering; Computer science; Geology; Artificial intelligence; Geography; Cartography","retraction":null,"screen_n_in":null,"score":{"opus":0.01836623238976549,"gpt":0.2509822336657224,"spread":0.2326160012759569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001286855,0.0001134596,0.0001930373,0.000009624917,0.0002002122,0.00004724979,0.0001913226,0.00007645402,0.00002278537],"category_scores_gemma":[0.0002157714,0.000103822,0.00003907926,0.00003923142,0.0001062882,0.00004545225,0.0000113377,0.00009307917,5.786357e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159508,"about_ca_system_score_gemma":0.0001512049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01889172,"about_ca_topic_score_gemma":0.03174616,"domain_scores_codex":[0.9992631,0.00002088657,0.0002039581,0.0001854561,0.0001521185,0.0001744826],"domain_scores_gemma":[0.9989328,0.0003967703,0.00006843196,0.0004206637,0.00006003911,0.0001212519],"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":[0.001405212,0.0007141549,0.003023234,0.001170228,0.0003628392,0.000009832242,0.0001186785,0.313786,0.5037146,0.009027116,0.01309919,0.1535689],"study_design_scores_gemma":[0.001228144,0.00009969352,0.007169904,0.00006863486,0.00006070922,0.000001067399,0.00002234389,0.8253436,0.159542,0.00008957399,0.006133199,0.000241101],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1397783,0.0003025954,0.8478616,0.005593854,0.0001190767,0.0004501755,0.0002891283,0.0001602651,0.00544503],"genre_scores_gemma":[0.998911,0.00001913771,0.000634288,0.00003874718,0.00002372773,0.0002326305,0.00002530641,0.00001071331,0.0001044326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8591328,"threshold_uncertainty_score":0.9876416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2407199852","doi":"10.2118/180752-ms","title":"In-Situ Reflux: An Improved In-Situ Recovery Method for Oil Sands","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Hydrocarbon exploration 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":false},"ca_institutions":"Saskatchewan Research Council (Canada); Nexen (Canada)","funders":"","keywords":"Oil sands; Steam-assisted gravity drainage; Asphalt; Petroleum engineering; Steam injection; Environmental science; Capital cost; Waste management; Heat transfer; Enhanced oil recovery; Environmental engineering; Geology; Engineering; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.0214498626096735,"gpt":0.2705318060325724,"spread":0.2490819434228989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000441122,0.0002450735,0.0004520792,0.0002084873,0.00004042558,0.00003942126,0.0003855775,0.0002216762,0.00007997404],"category_scores_gemma":[0.0002117357,0.0001951939,0.0000857871,0.0004380358,0.00004345153,0.0002945362,0.00004460209,0.0002779846,0.00000463088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000558536,"about_ca_system_score_gemma":0.0005990258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03298669,"about_ca_topic_score_gemma":0.936964,"domain_scores_codex":[0.9982181,0.00007482558,0.0005304245,0.000424825,0.0002487814,0.0005030829],"domain_scores_gemma":[0.9988981,0.0002024885,0.00005008132,0.000500144,0.00009320623,0.0002559996],"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":[0.0001457549,0.00006118218,0.00006661644,0.0001562515,0.00004524501,0.00005326936,0.00005156517,0.001136406,0.733461,0.001350478,0.003229629,0.2602427],"study_design_scores_gemma":[0.009269924,0.000922868,0.002683621,0.001194393,0.0001781741,0.00004909633,0.0005304058,0.133962,0.6318061,0.01409671,0.2008971,0.004409562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2807402,0.0012388,0.4276627,0.03991033,0.003086006,0.0009707694,0.0003678772,0.001939752,0.2440835],"genre_scores_gemma":[0.9908137,0.0003619876,0.006782459,0.0003849637,0.00007880442,0.0001214616,0.00001894561,0.00003790639,0.001399787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9039773,"threshold_uncertainty_score":0.9734527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2248951080","doi":"10.2118/174411-ms","title":"Feasibility of Wider Well Spacing With Solvent Aided Process: A Field Test Based Investigation","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cenovus Energy (Canada)","funders":"","keywords":"Steam injection; Injector; Petroleum engineering; Solvent; Thermal; Work (physics); Field (mathematics); Asphalt; Process (computing); Process engineering; Plane (geometry); Capital cost; Environmental science; Computer science; Materials science; Geology; Engineering; Mechanical engineering; Chemistry; Geometry; Mathematics; Electrical engineering; Physics; Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.0475793982220605,"gpt":0.2769047550456641,"spread":0.2293253568236036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002937625,0.0001602906,0.0002441273,0.00005017013,0.00002340607,0.00001942359,0.0001677533,0.00009489764,0.00003264625],"category_scores_gemma":[0.0008410133,0.0001434789,0.00002420641,0.0002773933,0.00005037072,0.00008207655,0.00001417453,0.0002590111,8.520929e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002004355,"about_ca_system_score_gemma":0.001009746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01657758,"about_ca_topic_score_gemma":0.0917948,"domain_scores_codex":[0.99887,0.0000310258,0.0003004561,0.0001975289,0.0003850164,0.0002159447],"domain_scores_gemma":[0.9988171,0.0003039882,0.00004867352,0.0003311054,0.0002484824,0.0002506495],"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":[0.00004068824,0.00001770522,0.01310966,0.0003975258,0.000008045075,0.000008039519,0.00004400422,0.981779,0.002807764,0.0001167872,0.001069317,0.0006014781],"study_design_scores_gemma":[0.001243554,0.0002733717,0.003506847,0.0004875332,0.00002598715,0.000007192692,0.0001091136,0.9020895,0.08953864,0.001067193,0.001149436,0.0005016556],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8247196,0.00008907594,0.1674902,0.001092771,0.0001399214,0.000208633,0.00001676348,0.0003932882,0.005849768],"genre_scores_gemma":[0.978049,0.000002689476,0.02175476,0.00008091243,0.00002032003,0.0000169611,0.000007443252,0.00001895849,0.00004892686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1533294,"threshold_uncertainty_score":0.9899711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2398129131","doi":"10.2118/180747-ms","title":"Experimental Investigation of Combined Electromagnetic Heating and Solvent Assisted Gravity Drainage for Heavy Oil Recovery","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"TRTech; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Steam-assisted gravity drainage; Solvent; Petroleum engineering; Oil shale; Oil sands; Electric heating; Materials science; Environmental science; Chemical engineering; Waste management; Chemistry; Geology; Composite material; Asphalt; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.02325093540812548,"gpt":0.2391661379200972,"spread":0.2159152025119717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003031211,0.000187215,0.0003559042,0.0000433872,0.0001420047,0.00002913701,0.0001939908,0.00009701682,0.0001506512],"category_scores_gemma":[0.0003915673,0.0001346328,0.00006317258,0.0002349775,0.0002239883,0.00009846463,0.00002392684,0.000144308,0.000001713074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004098086,"about_ca_system_score_gemma":0.0004991341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1344906,"about_ca_topic_score_gemma":0.1806705,"domain_scores_codex":[0.9983523,0.0001484274,0.000370587,0.0003888571,0.0003110467,0.0004287505],"domain_scores_gemma":[0.9984723,0.0008220161,0.0001288532,0.0001911556,0.00009848263,0.0002871441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005899894,0.00005326404,0.001681179,0.0001318888,0.00001761179,0.000006481209,0.00001711294,0.000003658957,0.2095516,0.002614053,0.0003690759,0.784964],"study_design_scores_gemma":[0.002827987,0.01041689,0.5249816,0.0005014516,0.00008085266,0.00003817046,0.0000776749,0.00300975,0.3637001,0.09157673,0.001603002,0.00118585],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936043,0.0003080202,0.0009037138,0.002891768,0.0001370885,0.0001365502,0.000114236,0.00004970443,0.001854602],"genre_scores_gemma":[0.9917799,0.00002483996,0.007471509,0.0002757921,0.00003720237,0.00001303171,0.00002969206,0.000004946232,0.0003631017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7837782,"threshold_uncertainty_score":0.8712729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793575003","doi":"10.2118/189755-ms","title":"Azeotropic Heated Vapour Extraction- A New Thermal-Solvent Assisted Gravity Drainage Recovery Process","year":2018,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","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":"Imperial Oil (Canada)","funders":"","keywords":"Solvent; Petroleum engineering; Enhanced oil recovery; Process engineering; Steam injection; Steam-assisted gravity drainage; Dilution; Extraction (chemistry); Materials science; Thermal energy; Process (computing); Environmental science; Chemistry; Thermodynamics; Asphalt; Oil sands; Chromatography; Computer science; Engineering; Organic chemistry; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01689242591362171,"gpt":0.2589885796068608,"spread":0.2420961536932391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001748314,0.0004288212,0.0004697034,0.000119937,0.0001535151,0.0001010201,0.0005782667,0.0003027762,0.0005458649],"category_scores_gemma":[0.000213398,0.0004429586,0.0001009002,0.000538432,0.0001479092,0.0002917351,0.00006644253,0.0007250568,0.00003119055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000987174,"about_ca_system_score_gemma":0.001567588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09275934,"about_ca_topic_score_gemma":0.5386399,"domain_scores_codex":[0.9976161,0.00005738332,0.000550759,0.0005447209,0.0005161571,0.0007149559],"domain_scores_gemma":[0.9983991,0.0001219341,0.0001096699,0.0006838494,0.000282582,0.0004028922],"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":[0.0003203139,0.0002008275,0.0003367314,0.0006243387,0.0002013006,0.0002951716,0.0001035102,0.0007985189,0.4568377,0.002592998,0.0633598,0.4743288],"study_design_scores_gemma":[0.001638965,0.001257539,0.03462863,0.001603781,0.0001676914,0.0003028598,0.0001169766,0.005261899,0.8286026,0.02492633,0.09790147,0.003591257],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6555032,0.0007633971,0.08966987,0.002928422,0.002941991,0.001001417,0.0001975704,0.00759092,0.2394032],"genre_scores_gemma":[0.9929048,0.0001117981,0.004638241,0.0003017148,0.0002444137,0.00008093518,0.00002541544,0.00007896905,0.001613695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4707375,"threshold_uncertainty_score":0.9998022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792397378","doi":"10.2118/189766-ms","title":"Sand Control Testing for Steam Injection Wells","year":2018,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; RGL Reservoir Management","keywords":"Injector; Backflow; Petroleum engineering; Environmental science; Shut down; Injection well; Geotechnical engineering; Geology; Engineering; Inlet; Nuclear engineering; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01544519938094169,"gpt":0.2260405385484452,"spread":0.2105953391675035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000168458,0.0001690936,0.0002597078,0.00005735994,0.0001503499,0.00004239362,0.0002179725,0.0001207673,0.00009157507],"category_scores_gemma":[0.0002723691,0.0001549152,0.00005446188,0.0002303521,0.00008449629,0.00005470716,0.0000193471,0.0002331088,0.000008898206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021951,"about_ca_system_score_gemma":0.000331509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1020262,"about_ca_topic_score_gemma":0.3798543,"domain_scores_codex":[0.9988846,0.00001571928,0.0002684441,0.0002372109,0.0002161918,0.0003778982],"domain_scores_gemma":[0.9991218,0.0001929963,0.00003747532,0.0002766426,0.0001997717,0.000171338],"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":[0.0003311917,0.0001453665,0.003094447,0.001353803,0.0006754208,0.00007922482,0.0001487665,0.2043982,0.08201153,0.0007790106,0.2450424,0.4619406],"study_design_scores_gemma":[0.002497888,0.0009771574,0.005566998,0.0004936492,0.0002830445,0.00007969384,0.0001194715,0.5970321,0.06824015,0.001482672,0.321524,0.001703173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2717463,0.001281071,0.4440292,0.006200065,0.003680144,0.001100824,0.0003592777,0.003659371,0.2679437],"genre_scores_gemma":[0.9974953,0.00001162596,0.001379375,0.0002289292,0.0003200887,0.00003395528,0.000006486459,0.00002541039,0.0004988195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.725749,"threshold_uncertainty_score":0.9039534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2314941311","doi":"10.2118/174489-ms","title":"Chemical Additives and Foam to Enhance SAGD Performance","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Innovates; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Technology Futures; CMG Reservoir Simulation Foundation","keywords":"Emulsion; Surface tension; Petroleum engineering; Separator (oil production); Residual oil; Materials science; Enhanced oil recovery; Oil droplet; Chemical engineering; Environmental science; Geology; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01379484189966163,"gpt":0.2364180973709181,"spread":0.2226232554712565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000143243,0.0002595982,0.0003066974,0.00005748032,0.00003640947,0.00004169608,0.0003393025,0.0001434739,0.00005890931],"category_scores_gemma":[0.000246756,0.0002719726,0.000023976,0.0002359781,0.0001006464,0.0001652955,0.0001228616,0.0003952609,0.00001500558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004443507,"about_ca_system_score_gemma":0.0004805234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01112141,"about_ca_topic_score_gemma":0.0941263,"domain_scores_codex":[0.9985103,0.00001622965,0.0002835385,0.0003647897,0.0003611042,0.0004640136],"domain_scores_gemma":[0.9988803,0.00007011062,0.00002817584,0.0003586652,0.0001387109,0.0005239915],"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":[0.0001208566,0.0000397289,0.0003328035,0.0003503415,0.00003487303,0.00005704339,0.0001330739,0.0002634827,0.1532749,0.001639056,0.1159418,0.7278121],"study_design_scores_gemma":[0.0001888785,0.0001752519,0.001332881,0.0003865038,0.00001206595,0.00004606091,0.00004907119,0.001877323,0.9098327,0.0006039684,0.08462889,0.0008663609],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9100223,0.0005423414,0.00741446,0.0009277702,0.0003485533,0.000221921,0.0001022633,0.001403671,0.07901673],"genre_scores_gemma":[0.9872731,0.0002740776,0.01157023,0.0002771546,0.00006698675,0.00009519346,0.000009872309,0.00003760432,0.0003957736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7565578,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2401764311","doi":"10.2118/180705-ms","title":"Steam Circulation Strategies for SAGD Wells After Geomechanical Dilation Start-Up","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical 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":"BitCan (Canada)","funders":"Xinjiang Oilfield Company","keywords":"Petroleum engineering; Steam injection; Dilation (metric space); Oil field; Oil production; Geology; Environmental science","retraction":null,"screen_n_in":null,"score":{"opus":0.02441646428174559,"gpt":0.2520279615904503,"spread":0.2276114973087047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002482468,0.0002095097,0.0002435238,0.0000656771,0.00005067862,0.00005784179,0.0001811049,0.0001722024,0.0001957621],"category_scores_gemma":[0.0001421201,0.0001725,0.00006333807,0.000139235,0.00003323023,0.0002257543,0.00002403435,0.0001561349,0.00000616099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003161084,"about_ca_system_score_gemma":0.0003573462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003085617,"about_ca_topic_score_gemma":0.03980121,"domain_scores_codex":[0.9986402,0.00003539214,0.0003714475,0.000272513,0.0003090261,0.000371465],"domain_scores_gemma":[0.9989958,0.0003104437,0.00003525394,0.0003443013,0.0001413746,0.0001727686],"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":[0.000306522,0.0000368715,0.0004532339,0.0006722861,0.00009185429,0.00001983357,0.00007066563,0.7322693,0.09520653,0.03547959,0.005781846,0.1296114],"study_design_scores_gemma":[0.003486126,0.0002597787,0.0177746,0.0007045188,0.00008886908,0.00001821609,0.0001382578,0.7743101,0.01455356,0.03175825,0.1546953,0.002212432],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1930512,0.0001173957,0.8038681,0.0006045795,0.0005806789,0.0001846348,0.0000912444,0.0004266776,0.001075538],"genre_scores_gemma":[0.9919117,0.00005166523,0.007381781,0.00004582004,0.0001087921,0.00009664648,0.0000153456,0.00003810357,0.0003501176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7988605,"threshold_uncertainty_score":0.9777199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1596000895","doi":"10.2118/174473-ms","title":"Effects of Lithofacies and Reservoir Heterogeneity on Improved Oil Recovery Processes","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical 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":"Alberta Innovates - Technology Futures; CMG Reservoir Simulation Foundation","keywords":"Enhanced oil recovery; Petroleum engineering; Reservoir simulation; Permeability (electromagnetism); Geology; Reservoir engineering; Lead (geology); Petroleum; Geomorphology","retraction":null,"screen_n_in":null,"score":{"opus":0.01819742209725402,"gpt":0.2349099572364678,"spread":0.2167125351392137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001954617,0.0002815682,0.0004349387,0.00007894096,0.00003686989,0.00003753968,0.0003263956,0.0001861655,0.000005120741],"category_scores_gemma":[0.001131446,0.0002696162,0.00003661986,0.0002695862,0.0001291559,0.0001590144,0.00009861421,0.000344341,0.000001229863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003145674,"about_ca_system_score_gemma":0.0008675611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02560583,"about_ca_topic_score_gemma":0.3065728,"domain_scores_codex":[0.99854,0.00004406714,0.0003465531,0.0003409068,0.0003585487,0.0003698948],"domain_scores_gemma":[0.9986612,0.0003459773,0.00007193485,0.000390895,0.0002587535,0.0002712307],"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":[0.001136853,0.0003399881,0.001184858,0.02133104,0.0002679496,0.000223457,0.000225318,0.001645127,0.5034676,0.002878887,0.02722599,0.4400729],"study_design_scores_gemma":[0.0003994622,0.0005036608,0.0007137562,0.000691266,0.00002162662,0.00001428084,0.00001809369,0.0004851386,0.9864863,0.001435604,0.008741585,0.000489208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811618,0.001597629,0.001177703,0.0002478324,0.0002808759,0.0001374168,0.00007794165,0.0007338403,0.01458498],"genre_scores_gemma":[0.9944578,0.001451572,0.003469241,0.0001121777,0.00003014029,0.00008747035,0.000006506287,0.00004047685,0.0003445888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4830187,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075170025","doi":"10.2118/174493-ms","title":"Performance Characterization and Optimization of Cement Systems for Thermally Stimulated Wells","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Drilling and Well Engineering","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":"Suncor Energy (Canada)","funders":"","keywords":"Cement; Casing; Materials science; Geotechnical engineering; Oil well; Petroleum engineering; Shrinkage; Permeability (electromagnetism); Steam injection; Composite material; Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.01947345945457672,"gpt":0.1972732755356256,"spread":0.1777998160810489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001075619,0.0001039644,0.0001565124,0.000032015,0.00001967534,0.00001823789,0.00007878631,0.00005971221,0.000004100656],"category_scores_gemma":[0.00002244518,0.0001045372,0.000009689206,0.00008005738,0.00001636629,0.00006500837,0.00001224747,0.00006486545,2.637794e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009430998,"about_ca_system_score_gemma":0.0001455849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003567354,"about_ca_topic_score_gemma":0.001065639,"domain_scores_codex":[0.9993798,0.000006242365,0.0002199561,0.000105866,0.0001380456,0.0001501156],"domain_scores_gemma":[0.9996063,0.00002209764,0.00003403323,0.0001143702,0.0001259821,0.00009720545],"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":[0.00001062115,0.000003420542,0.0000575685,0.000249868,0.000006266725,3.965069e-7,0.00001320186,0.9915164,0.004341329,0.000140861,0.00008820669,0.003571869],"study_design_scores_gemma":[0.0002223929,0.00004652443,0.0002229088,0.0001206667,0.000009275437,0.000002156701,0.000008792493,0.9945291,0.002086588,0.000001783975,0.002626587,0.0001232456],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2292658,0.0003180992,0.767612,0.0001025975,0.0005977809,0.0002766293,0.0000722692,0.0002813235,0.001473505],"genre_scores_gemma":[0.9979408,0.0002607928,0.001567806,0.00001082165,0.0000272675,0.00001896881,0.00005452274,0.0000190411,0.0001000063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.768675,"threshold_uncertainty_score":0.5392796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586351430","doi":"10.2118/184988-ms","title":"The Phase Behavior of Heavy Oil and Propane Mixtures","year":2017,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":13,"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; Canada Research Chairs; University of Calgary","keywords":"Propane; Phase (matter); Materials science; Analytical Chemistry (journal); Asphalt; Phase diagram; Yield (engineering); Chemistry; Composite material; Chromatography; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.02293487354707287,"gpt":0.2869660496771346,"spread":0.2640311761300617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001727114,0.0001918685,0.000327795,0.00001907284,0.0007039612,0.0001935492,0.00076806,0.0001249413,0.00009848586],"category_scores_gemma":[0.0004336372,0.0001365428,0.00006280242,0.0000502013,0.000620782,0.00006869735,0.0001484409,0.0003704593,7.445415e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007231261,"about_ca_system_score_gemma":0.001033274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1298608,"about_ca_topic_score_gemma":0.3409224,"domain_scores_codex":[0.9985707,0.000016588,0.0003318961,0.0003383752,0.0004061257,0.0003362923],"domain_scores_gemma":[0.9984047,0.00008923585,0.0002699021,0.0008659853,0.0001703555,0.0001997948],"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":[0.0001006564,0.0001100971,0.0007548765,0.0002072332,0.00003157092,0.00006162998,0.0000113649,2.925342e-7,0.2732336,0.0004883285,0.0009701463,0.7240302],"study_design_scores_gemma":[0.002942055,0.0001862795,0.001684221,0.0009674904,0.0005779162,0.0001432663,0.0002663712,0.0006425045,0.8030043,0.0005956689,0.1878042,0.001185782],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204116,0.001828772,0.00002253299,0.006614103,0.0000888058,0.000008319516,0.0001614003,0.00009069455,0.0707738],"genre_scores_gemma":[0.9847369,0.0004534921,0.0001457046,0.00006013374,0.00005881413,0.00002980127,0.000009229104,0.00001369446,0.01449218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7228444,"threshold_uncertainty_score":0.8759336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587545822","doi":"10.2118/185001-ms","title":"Steam-Solvent Coinjection under Reservoir Heterogeneity: Should ES-SAGD be Implemented for Highly Heterogeneous Reservoirs?","year":2017,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":13,"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":"University of Alberta","keywords":"Steam-assisted gravity drainage; Oil sands; Asphalt; Petroleum engineering; Oil shale; Solvent; Steam injection; Dilution; Geology; Environmental science; Chemistry; Materials science; Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.07013113536177554,"gpt":0.315110141102708,"spread":0.2449790057409325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004404224,0.0005311572,0.0006145939,0.000125674,0.000594041,0.0002713527,0.001353371,0.0003705886,0.0000817276],"category_scores_gemma":[0.0003233432,0.0005646714,0.0002046509,0.000136507,0.0001775126,0.000330366,0.0003311124,0.000607015,0.000004542354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298001,"about_ca_system_score_gemma":0.0006494691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07712153,"about_ca_topic_score_gemma":0.8783911,"domain_scores_codex":[0.9967495,0.00006136247,0.0007323264,0.0007417334,0.0007033825,0.001011718],"domain_scores_gemma":[0.9970286,0.0001956816,0.0002183306,0.001842327,0.0003299069,0.0003850812],"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":[0.001662365,0.000495751,0.001836915,0.003116335,0.00131143,0.0004914289,0.00009247192,0.03165608,0.5564528,0.02020528,0.2862409,0.09643824],"study_design_scores_gemma":[0.001428885,0.0007637034,0.001759718,0.0004722293,0.0001097495,0.00008750452,0.00005836042,0.01044121,0.7519851,0.005199016,0.2259676,0.001726852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138238,0.000716518,0.05912301,0.008175008,0.002090994,0.001586129,0.001468219,0.003103546,0.009912812],"genre_scores_gemma":[0.9938235,0.0004794323,0.004002447,0.0004719573,0.000141879,0.0004554685,0.0001039594,0.0001301824,0.000391137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8012695,"threshold_uncertainty_score":0.9996805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2396889329","doi":"10.2118/180728-ms","title":"An Improved Reaction Kinetics Model Of In-Situ Combustion For Pre-Steamed Oil Sands","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":13,"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":"CMG Reservoir Simulation Foundation; University of Calgary","keywords":"Steam injection; Oil sands; Coke; Combustion; Secondary air injection; Cracking; Asphaltene; Petroleum engineering; Steam-assisted gravity drainage; Environmental science; Chemistry; Thermal efficiency; Process engineering; Chemical engineering; Waste management; Materials science; Organic chemistry; Engineering; Asphalt","retraction":null,"screen_n_in":null,"score":{"opus":0.01966348527096161,"gpt":0.2614547357085671,"spread":0.2417912504376055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001413298,0.0001661876,0.0003203898,0.00005880003,0.00004481511,0.00001760374,0.0002870064,0.0001942671,0.00002118308],"category_scores_gemma":[0.0002167636,0.0001349116,0.00005998211,0.0001248714,0.00009462638,0.0001011993,0.00002642959,0.0001725631,1.939152e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003225571,"about_ca_system_score_gemma":0.0008378563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0256848,"about_ca_topic_score_gemma":0.4014755,"domain_scores_codex":[0.9986647,0.00001404481,0.0004204132,0.0003556004,0.0002545999,0.0002906305],"domain_scores_gemma":[0.9989325,0.00009059788,0.0001900669,0.0004099249,0.0002317301,0.0001451153],"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":[0.0001266562,0.00006908712,0.00008892862,0.0001495829,0.000007566495,6.929291e-7,0.000006989349,0.00006709492,0.8697963,0.0001197162,0.00005344882,0.1295139],"study_design_scores_gemma":[0.001415426,0.0001157884,0.0002500156,0.0005245771,0.00008383329,0.000003572419,0.00005934241,0.04480686,0.9507456,0.0006565627,0.0009422216,0.0003961925],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727264,0.00005572584,0.01483184,0.001227565,0.000046992,0.00001284258,0.0001558116,0.0001123745,0.01083043],"genre_scores_gemma":[0.9950208,0.00007998788,0.001463665,0.00004839024,0.00003864672,0.00003595503,0.00003816904,0.00001741625,0.00325698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3757907,"threshold_uncertainty_score":0.9808033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320071149","doi":"10.2118/174454-ms","title":"Mini-Frac Analysis in Oilsands and their Associated Cap Rocks Using PTA Based Techniques","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"Interpretation (philosophy); Closure (psychology); Geology; Engineering; Mathematics; Computer science; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.02333480958499468,"gpt":0.2375641749947174,"spread":0.2142293654097227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004155163,0.0002897588,0.0006220764,0.0003581464,0.00006499179,0.00006571,0.0003020769,0.0002575231,0.00004616191],"category_scores_gemma":[0.0002635659,0.000251807,0.0001012871,0.001190255,0.00007719456,0.00008229377,0.0000650377,0.0004868337,5.654055e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006215652,"about_ca_system_score_gemma":0.0006949135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3691046,"about_ca_topic_score_gemma":0.8402048,"domain_scores_codex":[0.9983416,0.00007999633,0.0004250408,0.0003530975,0.0003419673,0.0004582563],"domain_scores_gemma":[0.9989023,0.0001189211,0.00006452068,0.000417326,0.0001398639,0.0003570819],"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":[0.0001469597,0.0003598076,0.04355537,0.00048159,0.002032222,0.0005929331,0.0005430169,0.8707212,0.01449079,0.00006021323,0.01205586,0.05496002],"study_design_scores_gemma":[0.0005518921,0.00005954443,0.003591727,0.0002008564,0.0003164941,0.000007124026,0.000212351,0.9686221,0.01927581,0.0001785749,0.006164319,0.000819208],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937512,0.001311154,0.04635969,0.001718258,0.0001678773,0.0001789862,0.0001414139,0.0009418215,0.01166883],"genre_scores_gemma":[0.9985172,0.00005784833,0.001069335,0.0001402583,0.00002755649,0.00001525138,0.00003692805,0.00002685015,0.0001088152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4711002,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2395433267","doi":"10.2118/180748-ms","title":"Analytical Treatment of SAGD - Old and New","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical 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":"University of Calgary","funders":"","keywords":"Steam-assisted gravity drainage; Asphalt; Oil sands; Steam injection; Petroleum engineering; Front (military); Mechanics; Front velocity; Drainage; Superficial velocity; Environmental science; Geology; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.0243511062574105,"gpt":0.2398227003075106,"spread":0.2154715940501001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004195317,0.0001859771,0.0003182522,0.00004971743,0.00001692112,0.00001087233,0.0001485852,0.0001113989,0.0001715009],"category_scores_gemma":[0.00006852288,0.0001337283,0.00004014075,0.000115548,0.0001001528,0.00006567801,0.00002720394,0.00007418683,0.000002613086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004055481,"about_ca_system_score_gemma":0.0004204264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06550747,"about_ca_topic_score_gemma":0.3363827,"domain_scores_codex":[0.9990138,0.00001188521,0.0002729677,0.0002239604,0.0001986852,0.0002787015],"domain_scores_gemma":[0.9992001,0.0001497194,0.00002908306,0.0003268789,0.00004318513,0.0002510315],"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":[0.00004193211,0.00003634573,0.001191331,0.00007856604,0.00005309796,0.00003781245,0.00001433133,0.00001274817,0.0471758,0.01979617,0.01301647,0.9185454],"study_design_scores_gemma":[0.001915512,0.001255162,0.01224318,0.0008629208,0.0001158988,0.0000745337,0.00002102907,0.001616222,0.7605802,0.01289999,0.2070477,0.001367668],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7898974,0.002791162,0.05320912,0.007900978,0.0006750032,0.0005640578,0.0003721689,0.002643358,0.1419468],"genre_scores_gemma":[0.9928058,0.001595345,0.003449225,0.00004584551,0.00003504452,0.00001326252,0.000001724843,0.00002257244,0.002031182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9171777,"threshold_uncertainty_score":0.9407154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586249531","doi":"10.2118/184984-ms","title":"An AI-Based Workflow for Estimating Shale Barrier Configurations from SAGD Production Histories","year":2017,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":12,"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":"Innotech Alberta; Suncor Energy Incorporated","keywords":"Oil shale; Petrophysics; Reservoir simulation; Workflow; Petroleum engineering; Reservoir modeling; Permeability (electromagnetism); Tight oil; Shale oil; Stockpile; Geology; Porosity; Computer science; Geotechnical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.03359845032232144,"gpt":0.2958319660050684,"spread":0.2622335156827469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002041173,0.0001866624,0.0002373178,0.00003984968,0.000405786,0.0001906218,0.0003842618,0.0001219833,0.00008354775],"category_scores_gemma":[0.001054515,0.0002016701,0.00004247191,0.00005545428,0.0000752978,0.0002523756,0.00001348077,0.0002530889,9.732513e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000271876,"about_ca_system_score_gemma":0.0005067648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02498593,"about_ca_topic_score_gemma":0.1586487,"domain_scores_codex":[0.9989012,0.00002589873,0.0002803421,0.0002952699,0.0002305347,0.0002667648],"domain_scores_gemma":[0.9985632,0.000152161,0.00006054035,0.0008354195,0.0001972795,0.0001914275],"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":[0.00001594765,0.000009552988,0.0002767005,0.00008105426,0.000015202,0.000003281297,0.000028511,0.9639385,0.01274434,0.0006554591,0.00222839,0.02000307],"study_design_scores_gemma":[0.0002376793,0.00002563749,0.001378479,0.00008110914,0.00001914976,7.270344e-7,0.000009642848,0.975449,0.01005792,0.0008988973,0.01155737,0.0002844264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06443208,0.00007956097,0.9300303,0.001340003,0.001888769,0.0002006992,0.0001688297,0.0005356178,0.00132408],"genre_scores_gemma":[0.7718512,0.000002620755,0.2275029,0.00004047612,0.0002582791,0.00008263418,0.00006535492,0.00002936052,0.0001671533],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7074191,"threshold_uncertainty_score":0.9815068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}