{"meta":{"query_hash":"c18de982917b","filters":{"venue":"SPE Journal"},"cohort_total":369,"direct_labels_cover":0,"predictions_cover":369,"exported":369,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c18de982917b","api":"https://metacan.xera.ac/api/v1/cohort?venue=SPE+Journal"},"results":[{"id":"W1964853520","doi":"10.2118/163136-pa","title":"A New Thermogeomechanical Theory for Gravity Drainage in Steam-Assisted Gravity Drainage","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Alberta Innovates - Technology Futures","keywords":"Steam-assisted gravity drainage; Asphalt; Oil sands; Petroleum engineering; API gravity; Drainage; Residual oil; Steam injection; Geology; Geotechnical engineering; Environmental science; Crude oil; Materials science; Composite material","score_opus":0.008838799505398919,"score_gpt":0.23548185674872119,"score_spread":0.22664305724332226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964853520","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09021104,0.005593157,0.78784376,0.0038709724,0.0011304879,0.00013382155,0.00015676481,0.00024891295,0.11081112],"genre_scores_gemma":[0.929236,0.002521269,0.025943406,0.0006579331,0.00055045506,0.00019799983,0.000049476363,0.000120641904,0.040722806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99982125,0.000036907502,0.000008441008,0.000027842803,0.000065221175,0.000040327403],"domain_scores_gemma":[0.9998541,0.00004388205,0.000025143408,0.000016486209,0.00004011534,0.00002018504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003480877,0.0005182879,0.0004606799,0.0009820622,0.00066218537,0.00083851535,0.0010557249,0.0010265847,0.0050694994],"category_scores_gemma":[0.000584687,0.0002947876,0.00080857036,0.0004089423,0.0018717153,0.0020835954,0.0011600986,0.0010372007,0.00054740574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012361581,0.000031434374,0.00032915227,0.00006939587,0.000006350581,0.00019448213,0.00014645251,0.046996333,0.006213992,0.936962,0.0015092428,0.0075288224],"study_design_scores_gemma":[0.000012279893,0.0000400848,0.00052284077,0.000028596982,0.0000071489317,0.00022885953,0.00009084965,0.63972926,0.0017381344,0.34585232,0.011724453,0.000025217429],"about_ca_topic_score_codex":0.0019168477,"about_ca_topic_score_gemma":0.0013250925,"teacher_disagreement_score":0.0050694994,"about_ca_system_score_codex":0.0012552436,"about_ca_system_score_gemma":0.0006208976,"threshold_uncertainty_score":0.01695913},"labels":[],"label_agreement":null},{"id":"W1966118881","doi":"10.2118/142633-pa","title":"Zeta-Potential Investigation and Experimental Study of Nanoparticles Deposited on Rock Surface To Reduce Fines Migration","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo; Iran National Science Foundation","keywords":"Zeta potential; van der Waals force; Nanoparticle; Coating; Oxide; Materials science; Porosity; Surface energy; Nanotechnology; Chemical physics; Magnesium; Chemical engineering; Composite material; Chemistry; Metallurgy","score_opus":0.020555216753469503,"score_gpt":0.253574611108141,"score_spread":0.2330193943546715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966118881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928659,0.0005089218,0.0047108075,0.000060252,0.00003455088,0.000022279852,0.00015590085,0.00006150773,0.0015798179],"genre_scores_gemma":[0.99622357,0.0002663793,0.002594316,0.000028554801,0.000006190852,0.000022925486,0.000106188294,0.000013198173,0.00073867233],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997726,0.000017008313,0.00001515688,0.000038938957,0.00011993642,0.000036386904],"domain_scores_gemma":[0.99973756,0.00006845253,0.000044967892,0.000020797435,0.000109673565,0.000018575614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027269954,0.00026484494,0.00022443179,0.00028814565,0.00022790245,0.0002099974,0.00020269278,0.0003445333,0.00083253277],"category_scores_gemma":[0.00034992816,0.00010191642,0.00028761977,0.0002863027,0.00022355253,0.0002109637,0.00016688192,0.000360919,0.00022894326],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043022497,0.000015102202,0.00038864237,0.00004792874,0.0000042658944,0.00007128971,0.00004800857,0.0002380043,0.9977442,0.00006631984,0.00004018407,0.0012929628],"study_design_scores_gemma":[0.0000055511287,0.00014277923,0.003178335,0.000004473079,0.000009362828,0.000051262126,0.000069215064,0.0027739122,0.99303293,0.00004478498,0.00067982863,0.000007637928],"about_ca_topic_score_codex":0.0008433026,"about_ca_topic_score_gemma":0.00084881886,"teacher_disagreement_score":0.0008433026,"about_ca_system_score_codex":0.00025848803,"about_ca_system_score_gemma":0.00010585529,"threshold_uncertainty_score":0.0027850866},"labels":[],"label_agreement":null},{"id":"W1968239276","doi":"10.2118/142432-pa","title":"Convection at the Edge of a Steam-Assisted-Gravity-Drainage Steam Chamber","year":2011,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Shell Canada; Canadian Institute of Mining, Metallurgy and Petroleum","keywords":"Heat transfer; Steam injection; Petroleum engineering; Steam-assisted gravity drainage; Convection; Mechanics; Convective heat transfer; Natural convection; Oil sands; Geology; Materials science; Asphalt; Composite material","score_opus":0.019483000386657106,"score_gpt":0.22597541083772854,"score_spread":0.20649241045107145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968239276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692793,0.00022150148,0.025836108,0.00007831031,0.000029283667,0.00003836515,0.00006900474,0.00018684092,0.004261326],"genre_scores_gemma":[0.99580824,0.000036530844,0.003058654,0.0000053555177,0.0000030533217,0.0000053507592,0.000021779995,0.0000050480185,0.0010560581],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999218,0.000006835198,0.0000037664627,0.000015455094,0.00003074146,0.000021301988],"domain_scores_gemma":[0.9999479,0.000015716083,0.000008272502,0.000007441004,0.000010351986,0.000010304381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008480562,0.0001557915,0.00028011668,0.00015189609,0.0003218195,0.00041886017,0.0002840477,0.00019592934,0.0009870708],"category_scores_gemma":[0.00013543785,0.000109628745,0.00018997917,0.00008451072,0.00054414273,0.0002868858,0.00043780595,0.00025785295,0.00014027291],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020868219,0.000042980795,0.0035375126,0.00007739857,0.000009607293,0.00022198686,0.00012951985,0.015297687,0.96392465,0.0043103495,0.0001960425,0.012043478],"study_design_scores_gemma":[0.000045935067,0.000309989,0.0077010295,0.000018336592,0.00001972969,0.0002451863,0.000095278025,0.17411038,0.8111894,0.0012330416,0.0050011897,0.000030514231],"about_ca_topic_score_codex":0.0031268515,"about_ca_topic_score_gemma":0.0025605639,"teacher_disagreement_score":0.0031268515,"about_ca_system_score_codex":0.0006014956,"about_ca_system_score_gemma":0.00053364324,"threshold_uncertainty_score":0.006217301},"labels":[],"label_agreement":null},{"id":"W1971519944","doi":"10.2118/124799-pa","title":"Determining Wax Type: Paraffin or Naphthene?","year":2010,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wax; Paraffin wax; Crude oil; Materials science; Microcrystalline; Chemical engineering; Chromatography; Petroleum engineering; Chemistry; Composite material; Geology; Crystallography; Engineering","score_opus":0.016773694716296163,"score_gpt":0.2790380190553767,"score_spread":0.26226432433908053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971519944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97187287,0.003592887,0.018098267,0.00023676053,0.00007346511,0.00009635575,0.00096739945,0.0001427739,0.0049192943],"genre_scores_gemma":[0.98411,0.0025718182,0.010659229,0.00005787336,0.000019365987,0.00003082649,0.0003696396,0.000030243687,0.0021509794],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997898,0.000034512745,0.000018140583,0.00004927164,0.00008363862,0.000024720297],"domain_scores_gemma":[0.99916005,0.00034709863,0.00019563458,0.000050955252,0.00020201762,0.000044336688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037988907,0.00024268962,0.00022687284,0.00063392875,0.00014413845,0.00038560288,0.00020199073,0.00019354986,0.002756204],"category_scores_gemma":[0.0010721848,0.00014646731,0.0001294253,0.00056936685,0.00028637642,0.00040199095,0.00013251296,0.00030405592,0.0007334519],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030992823,0.000021195123,0.031422347,0.00023478045,0.000035102876,0.00021321457,0.00005271722,0.00024379983,0.94707215,0.0003002369,0.00029399936,0.019800525],"study_design_scores_gemma":[0.000005004593,0.00014682079,0.042753022,0.000036794987,0.0000621107,0.00048459394,0.00018944313,0.0020043897,0.9505936,0.0004477254,0.003265819,0.000010657695],"about_ca_topic_score_codex":0.0012682563,"about_ca_topic_score_gemma":0.001597555,"teacher_disagreement_score":0.002756204,"about_ca_system_score_codex":0.00020878334,"about_ca_system_score_gemma":0.00019749322,"threshold_uncertainty_score":0.009220421},"labels":[],"label_agreement":null},{"id":"W1972642295","doi":"10.2118/88989-pa","title":"New Iterative Coupling Between a Reservoir Simulator and a Geomechanics Module","year":2004,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":178,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geomechanics; Coupling (piping); Convergence (economics); Modular design; Computer science; Iterative method; Flow (mathematics); Computational science; Algorithm; Applied mathematics; Mechanics; Mathematical optimization; Mathematics; Geology; Mechanical engineering; Engineering; Geotechnical engineering; Physics","score_opus":0.011235777288691703,"score_gpt":0.23594856852778348,"score_spread":0.22471279123909177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972642295","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060983546,0.000018206261,0.93393815,0.000042833562,0.000025705274,0.00009036339,0.000044131928,0.0022761996,0.0025808678],"genre_scores_gemma":[0.65262324,0.000034377965,0.34393564,0.000045705092,0.000017130094,0.000288526,0.00012181319,0.00039093322,0.0025426964],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994254,0.00013749492,0.000041699685,0.00007094019,0.00025837275,0.000066037],"domain_scores_gemma":[0.99913627,0.0003193871,0.000087742956,0.00018922807,0.00020189089,0.00006551357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008063629,0.00050963747,0.0005864749,0.0003706464,0.00029442078,0.0007319877,0.0020583565,0.0007638402,0.0022888016],"category_scores_gemma":[0.002202219,0.00062510476,0.00056078,0.00022205508,0.00045570018,0.0010857489,0.0014813176,0.00096817425,0.00047713335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012557619,0.00013333558,0.0024427685,0.00006850351,0.00008628363,0.0002146718,0.00020098772,0.9102495,0.03484258,0.012139794,0.000615791,0.038880236],"study_design_scores_gemma":[0.000011027874,0.000035080855,0.00011944114,0.000002813198,0.000007073674,0.000024393692,0.000004534479,0.9944066,0.004072704,0.00061085424,0.0006985995,0.000006928652],"about_ca_topic_score_codex":0.001961963,"about_ca_topic_score_gemma":0.0015333504,"teacher_disagreement_score":0.0022888016,"about_ca_system_score_codex":0.0004734845,"about_ca_system_score_gemma":0.0010926161,"threshold_uncertainty_score":0.007656753},"labels":[],"label_agreement":null},{"id":"W1972714828","doi":"10.2118/170252-pa","title":"Viscosity Measurement and Modeling for Mixtures of Athabasca Bitumen/<i>n</i>-Pentane at Temperatures Up to 200°C","year":2014,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Alberta Innovates; Chemical Institute of Canada; University of Calgary","keywords":"Asphalt; Pentane; Viscosity; Thermodynamics; Solvent; Dissolution; Chemistry; Mixing (physics); Volume (thermodynamics); Oil sands; Surface tension; Petroleum engineering; Materials science; Organic chemistry; Geology; Composite material","score_opus":0.023264803374129943,"score_gpt":0.25940356467747167,"score_spread":0.23613876130334172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972714828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98727673,0.00011541716,0.011736824,0.000023754366,0.0000039449583,0.000018570112,0.00016945659,0.00008701225,0.00056825357],"genre_scores_gemma":[0.9972683,0.00009340971,0.0022529773,0.0000025648467,0.000001120708,0.000016468497,0.0001167204,0.000008490808,0.0002400167],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986315,0.000017251954,0.000009956168,0.00003061117,0.00006163379,0.00001731794],"domain_scores_gemma":[0.99989605,0.000032726704,0.000032584816,0.000011801123,0.00002070032,0.0000061099295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016847,0.00041771596,0.00023362004,0.00046053348,0.00021290459,0.00024343634,0.00033351968,0.00021945126,0.00047992606],"category_scores_gemma":[0.00031060254,0.00013469318,0.00027786402,0.00040912532,0.00021278873,0.00031811843,0.00017451971,0.00027151653,0.00010686035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004265663,0.00011187138,0.0076502915,0.00011699548,0.000023629624,0.00019964068,0.00011513057,0.10335759,0.8764874,0.00036484515,0.000085811414,0.011060179],"study_design_scores_gemma":[0.00001219692,0.00025433258,0.011866448,0.0000074868362,0.000022870032,0.000077282115,0.000049662605,0.36129892,0.6256785,0.00015700403,0.0005533044,0.000021958853],"about_ca_topic_score_codex":0.0038359948,"about_ca_topic_score_gemma":0.0026832495,"teacher_disagreement_score":0.0038359948,"about_ca_system_score_codex":0.00039614105,"about_ca_system_score_gemma":0.00017291235,"threshold_uncertainty_score":0.007627368},"labels":[],"label_agreement":null},{"id":"W1975308738","doi":"10.2118/149508-pa","title":"Prediction Performance of Permeability Models in Gas-Hydrate-Bearing Sands","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Natural Resources Limited","keywords":"Permeability (electromagnetism); Hydrate; Porous medium; Clathrate hydrate; Saturation (graph theory); Porosity; Relative permeability; Geology; Petroleum engineering; Soil science; Geotechnical engineering; Materials science; Chemistry; Mathematics","score_opus":0.015468745866183244,"score_gpt":0.2028014263977584,"score_spread":0.18733268053157515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975308738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96479857,0.00007560832,0.034001414,0.000060197766,0.000009820795,0.000021223013,0.00009493769,0.00025839542,0.0006798843],"genre_scores_gemma":[0.9957487,0.00001818304,0.003998433,0.000003901183,0.0000023136504,0.000010499277,0.000049328864,0.000005566422,0.00016317719],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996593,0.0001223427,0.000029291401,0.000088588706,0.00005987835,0.00004060895],"domain_scores_gemma":[0.9983718,0.0010662029,0.00016708563,0.00006936225,0.0002528284,0.00007276293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014053629,0.00089982356,0.00065990264,0.0007637114,0.00029125146,0.00073321885,0.00059476274,0.00090879493,0.00038223015],"category_scores_gemma":[0.0018642127,0.0003371125,0.00061640295,0.00038885602,0.000370874,0.0007162925,0.00051748526,0.0005001432,0.000088090725],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011773954,0.000058904836,0.0047471463,0.000014382566,0.000034571905,0.000021023245,0.000014242931,0.9868997,0.002253355,0.00011105737,0.00003358086,0.0056943484],"study_design_scores_gemma":[0.0000024108172,0.000026356103,0.00051975617,6.7278916e-7,0.000003516829,0.0000024638161,0.000003994297,0.9986203,0.000765205,0.000043433567,0.00000899631,0.0000028743268],"about_ca_topic_score_codex":0.015409338,"about_ca_topic_score_gemma":0.009102374,"teacher_disagreement_score":0.015409338,"about_ca_system_score_codex":0.0010837265,"about_ca_system_score_gemma":0.0005582181,"threshold_uncertainty_score":0.03063929},"labels":[],"label_agreement":null},{"id":"W1976385943","doi":"10.2118/90273-pa","title":"Sand-Production Prediction: A New Set of Criteria for Modeling Based on Large-Scale Transient Experiments and Numerical Investigation","year":2006,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Deformation (meteorology); Drawdown (hydrology); Geotechnical engineering; Flow (mathematics); Transient (computer programming); Mechanics; Computer simulation; Cylinder; Shear (geology); Petroleum engineering; Geology; Computer science; Engineering; Mechanical engineering","score_opus":0.02058246844884984,"score_gpt":0.2580469176110226,"score_spread":0.23746444916217277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976385943","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22085476,0.00005691213,0.77252215,0.00009350031,0.000020028783,0.0001457975,0.00021981765,0.0012138691,0.0048730997],"genre_scores_gemma":[0.96379834,0.000035827532,0.0352631,0.000010877996,0.0000057733932,0.00015209742,0.00009504189,0.00004033718,0.0005985509],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983656,0.000037711394,0.000016003012,0.000038049016,0.000053620683,0.00001807236],"domain_scores_gemma":[0.9993376,0.0003139603,0.00011673325,0.00010025801,0.0001048996,0.000026424506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060287735,0.000627767,0.0005526662,0.00039991437,0.00034804954,0.0008063614,0.0007628273,0.0008350254,0.0009895321],"category_scores_gemma":[0.0014601245,0.00031889457,0.00048676136,0.00020865258,0.0006318601,0.00069680245,0.00039994274,0.0005415303,0.00019087468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015775151,0.0000253519,0.0009100558,0.000012189243,0.0000048863217,0.000021236674,0.000009565276,0.99140453,0.00403897,0.0006233659,0.000059585975,0.0028745006],"study_design_scores_gemma":[8.153637e-7,0.0000045657075,0.00010999536,8.214727e-7,7.1807045e-7,0.0000011508653,0.0000014341352,0.9991411,0.00059432205,0.000110372384,0.00003322699,0.0000014509379],"about_ca_topic_score_codex":0.0084471805,"about_ca_topic_score_gemma":0.0033722585,"teacher_disagreement_score":0.0084471805,"about_ca_system_score_codex":0.0008648534,"about_ca_system_score_gemma":0.0006497812,"threshold_uncertainty_score":0.016795993},"labels":[],"label_agreement":null},{"id":"W1979228014","doi":"10.2118/97849-pa","title":"Modeling Thermally Induced Compaction in Diatomite","year":2007,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Compaction; Porosity; Geology; Quartz; Permeability (electromagnetism); Diagenesis; Amorphous solid; Mineralogy; Materials science; Composite material; Geotechnical engineering","score_opus":0.021994134480026274,"score_gpt":0.2531768731954113,"score_spread":0.23118273871538506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979228014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792626,0.000079201054,0.015755547,0.00006743942,0.000012214128,0.00004136556,0.00031124783,0.00024217292,0.004228252],"genre_scores_gemma":[0.99689436,0.000027428057,0.0022974575,0.000009301362,0.0000022103252,0.000023052224,0.00008201385,0.000019314362,0.0006447119],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999925,0.000014074886,0.000004103896,0.000019951403,0.000017206126,0.000019702517],"domain_scores_gemma":[0.99974495,0.00014120298,0.000035696292,0.000017898028,0.00003826236,0.000021957081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013914722,0.00046970128,0.00031334598,0.00023482708,0.0003010876,0.00048261366,0.0006267581,0.000845034,0.001185841],"category_scores_gemma":[0.00059225847,0.00030089507,0.00040339158,0.0001848443,0.0003416393,0.00028416363,0.0002993588,0.00033791098,0.00011441768],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049898787,0.000037405018,0.0026159002,0.000013771723,0.000007287621,0.00005219911,0.000016573416,0.9918745,0.0037822616,0.00026235587,0.00005381974,0.0012340616],"study_design_scores_gemma":[0.0000044970925,0.000014976347,0.0005341102,8.532724e-7,0.0000025219858,0.0000055199935,0.000003969783,0.9986229,0.00069383066,0.000054389064,0.00006042356,0.000001993315],"about_ca_topic_score_codex":0.018577503,"about_ca_topic_score_gemma":0.009732101,"teacher_disagreement_score":0.018577503,"about_ca_system_score_codex":0.0008500674,"about_ca_system_score_gemma":0.0005540765,"threshold_uncertainty_score":0.036938787},"labels":[],"label_agreement":null},{"id":"W1979572679","doi":"10.2118/163078-pa","title":"A Fully Coupled Multiphase Multicomponent Flow and Geomechanics Model for Enhanced Coalbed-Methane Recovery and CO2 Storage","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"China Scholarship Council","keywords":"Geomechanics; Coalbed methane; Petroleum engineering; Multiphase flow; Reservoir simulation; Hydrogeology; Enhanced oil recovery; Porosity; Permeability (electromagnetism); Effective stress; Materials science; Geology; Mechanics; Geotechnical engineering; Chemistry; Coal; Coal mining","score_opus":0.012519812355001454,"score_gpt":0.20711593846864385,"score_spread":0.19459612611364238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979572679","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25668874,0.0009210496,0.7085278,0.0015138071,0.00024287483,0.00040891877,0.001036044,0.0006536451,0.030007103],"genre_scores_gemma":[0.9519782,0.00032751766,0.033102162,0.0001720574,0.000051078707,0.00070047035,0.00037370963,0.00009263972,0.013202198],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997992,0.00004563613,0.000013285965,0.000050182138,0.00005289524,0.000038822447],"domain_scores_gemma":[0.999681,0.00013816582,0.000047385965,0.000017565879,0.00007827018,0.000037591493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043122604,0.000757921,0.00091811136,0.00065595633,0.000780075,0.0011789533,0.001748569,0.002798572,0.0030647598],"category_scores_gemma":[0.0008204174,0.0006658124,0.0012734291,0.00044401878,0.0010654655,0.000885143,0.0013398731,0.00092838134,0.0003231098],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015234331,0.000021215117,0.00026082437,0.000019684987,0.0000075806306,0.00005465169,0.000019080544,0.9953199,0.0010777933,0.0022583848,0.000109646295,0.0008360664],"study_design_scores_gemma":[0.0000031122927,0.000003331188,0.0000386556,0.0000013283459,0.0000015067915,0.0000024839048,0.0000026648843,0.999554,0.00007688508,0.0002115329,0.00010222363,0.0000022283489],"about_ca_topic_score_codex":0.026609765,"about_ca_topic_score_gemma":0.011033414,"teacher_disagreement_score":0.026609765,"about_ca_system_score_codex":0.0014275747,"about_ca_system_score_gemma":0.00203519,"threshold_uncertainty_score":0.05290979},"labels":[],"label_agreement":null},{"id":"W1979647119","doi":"10.2118/165544-pa","title":"Understanding the Thermo-Hydromechanical Pressurization in Two-Phase (Steam/Water) Flow and Its Application in Low-Permeability Caprock Formations in Steam-Assisted-Gravity-Drainage Projects","year":2014,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Suncor Energy (Canada); University of Alberta","funders":"","keywords":"Caprock; Petroleum engineering; Geology; Permeability (electromagnetism); Cabin pressurization; Geotechnical engineering; Oil sands; Steam-assisted gravity drainage; Asphalt; Materials science; Composite material","score_opus":0.02211012917590232,"score_gpt":0.26081564561879306,"score_spread":0.23870551644289073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979647119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8554608,0.009376475,0.093001686,0.0030773568,0.00007915868,0.00012678266,0.0003308855,0.00040302554,0.038143802],"genre_scores_gemma":[0.9894856,0.0018143803,0.0054312563,0.000052982738,0.000012917187,0.000014335678,0.000046547768,0.000013636607,0.0031283644],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991024,0.00000887182,0.0000033208244,0.000021896716,0.000028291095,0.00002738121],"domain_scores_gemma":[0.9998791,0.00002774737,0.000027851826,0.000006445574,0.000039661947,0.000019098099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002516806,0.0002620204,0.00028157624,0.00060184224,0.00031162612,0.001324854,0.0006986321,0.0008305672,0.0023879407],"category_scores_gemma":[0.00038991988,0.0003336851,0.00029834846,0.00045541857,0.0009673117,0.0011287385,0.0003328958,0.00045672603,0.0004199935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019340897,0.00032806981,0.08739513,0.0014864792,0.00007492064,0.0022518332,0.002002919,0.2535077,0.39182812,0.11615806,0.0035046085,0.14126882],"study_design_scores_gemma":[0.000017357603,0.0001703127,0.182442,0.00022338133,0.00005122608,0.0005717623,0.0026765768,0.70741576,0.050152436,0.03335482,0.02280048,0.00012387217],"about_ca_topic_score_codex":0.04818732,"about_ca_topic_score_gemma":0.03870205,"teacher_disagreement_score":0.04818732,"about_ca_system_score_codex":0.0021922032,"about_ca_system_score_gemma":0.0009408699,"threshold_uncertainty_score":0.09581369},"labels":[],"label_agreement":null},{"id":"W1980361878","doi":"10.2118/166345-pa","title":"Mass Transfer on Multiphase Transitions in Low-Temperature Carbon-Dioxide Floods","year":2014,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Merge (version control); Multiphase flow; Mass transfer; Materials science; Phase transition; Miscibility; Enhanced oil recovery; Mechanics; Thermodynamics; Supercritical fluid; Geology; Physics; Petroleum engineering","score_opus":0.004448385980685471,"score_gpt":0.21196282128429286,"score_spread":0.2075144353036074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980361878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926232,0.00013070762,0.0058793644,0.00003625793,0.0000046195187,0.000012868455,0.00003276628,0.000043362335,0.0012368707],"genre_scores_gemma":[0.9990336,0.000034384804,0.00061727385,0.000004542407,9.394174e-7,0.0000073335877,0.000013121674,0.0000039221204,0.00028502155],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992025,0.000009880176,0.000003320528,0.000014550769,0.00003016738,0.000021855962],"domain_scores_gemma":[0.999864,0.0000736146,0.000024952365,0.000007656442,0.000021252627,0.000008563906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001764752,0.00015353883,0.00015926853,0.00029115652,0.00017738553,0.0001843091,0.00025473133,0.00017185367,0.0012151385],"category_scores_gemma":[0.00043490925,0.00007889616,0.00010992729,0.00017825024,0.00031257258,0.00039315576,0.00030639788,0.0002266882,0.000108346394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021968421,0.00008564131,0.0030730758,0.00013318245,0.0000075411417,0.00022204433,0.0001383351,0.016522357,0.9652745,0.003801494,0.000119232296,0.010402812],"study_design_scores_gemma":[0.000008724326,0.00007447982,0.002837124,0.0000040768064,0.000003570023,0.000037604917,0.000041599287,0.11337723,0.88250005,0.00059154996,0.00051664055,0.0000072856387],"about_ca_topic_score_codex":0.0007320299,"about_ca_topic_score_gemma":0.00060957624,"teacher_disagreement_score":0.0012151385,"about_ca_system_score_codex":0.00039406403,"about_ca_system_score_gemma":0.0001677778,"threshold_uncertainty_score":0.004065037},"labels":[],"label_agreement":null},{"id":"W1980484626","doi":"10.2118/155497-pa","title":"A Comprehensive Model of High-Rate Matrix-Acid Stimulation for Long Horizontal Wells in Carbonate Reservoirs: Part II—Wellbore/Reservoir Coupled-Flow Modeling and Field Application","year":2011,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"Texas A and M University; ConocoPhillips","keywords":"Petroleum engineering; Injection well; Wellbore; Geology; Mechanics; Carbonate; Volumetric flow rate; Geotechnical engineering; Materials science","score_opus":0.021813952247305837,"score_gpt":0.23982439575229417,"score_spread":0.21801044350498833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980484626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77579296,0.00044863595,0.18909937,0.0006294829,0.00005612136,0.00027740988,0.0012267436,0.00063305267,0.031836275],"genre_scores_gemma":[0.9859585,0.00014318149,0.008884586,0.000041035022,0.000008278679,0.00015144456,0.00021222474,0.000044586828,0.004556306],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988556,0.00002394437,0.000006753131,0.000029671952,0.000027289216,0.000026698352],"domain_scores_gemma":[0.9997824,0.00009743151,0.00002941606,0.000014134561,0.000052705724,0.000023926996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033171318,0.00052140385,0.00061650627,0.0003898639,0.00071023335,0.0010912421,0.0012475662,0.002022594,0.0020026888],"category_scores_gemma":[0.0006261768,0.0004826698,0.0007691038,0.00043734047,0.00066789606,0.00075251376,0.000622947,0.00073816365,0.00020489041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007846053,0.000014990753,0.00047948773,0.000007639591,0.0000036026283,0.00002941719,0.000010931422,0.9976349,0.0006831025,0.0005374324,0.0000530409,0.00053767744],"study_design_scores_gemma":[0.0000026917028,0.000004201084,0.00010190727,0.0000010177673,0.0000012201554,0.0000020697407,0.000004370269,0.99963963,0.00011069791,0.00006970719,0.000060458613,0.0000020144396],"about_ca_topic_score_codex":0.07850603,"about_ca_topic_score_gemma":0.03566081,"teacher_disagreement_score":0.07850603,"about_ca_system_score_codex":0.0018245877,"about_ca_system_score_gemma":0.002440217,"threshold_uncertainty_score":0.15609813},"labels":[],"label_agreement":null},{"id":"W1980786211","doi":"10.2118/115506-pa","title":"Dual Role of Catalytic Agents on In-Situ Combustion Performance","year":2009,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; Viterbi School of Engineering, University of Southern California; National Technical University of Athens","keywords":"Combustion; Catalytic combustion; Catalysis; Deposition (geology); Chemical engineering; Materials science; Chemistry; Environmental science; Geology; Organic chemistry; Engineering","score_opus":0.010433286514499047,"score_gpt":0.24276200453360136,"score_spread":0.23232871801910232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980786211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895244,0.00031821037,0.008166064,0.000052553332,0.000018733572,0.000009494355,0.000063051855,0.00009612279,0.0017513111],"genre_scores_gemma":[0.9974317,0.00015540802,0.0016764414,0.000008232569,0.0000029723979,0.0000039810066,0.000034174278,0.000013465312,0.00067362207],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998584,0.000022423243,0.000009901882,0.000028189845,0.00004918042,0.000031925552],"domain_scores_gemma":[0.9997038,0.00012263129,0.00007089419,0.000031407606,0.000053359745,0.000017859882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031585761,0.00026317406,0.00023281042,0.00016223194,0.00012898818,0.00042733844,0.00036095805,0.00023268994,0.0010336658],"category_scores_gemma":[0.00045582224,0.00010277868,0.00019912615,0.00014073594,0.00019438099,0.00037114476,0.00021435179,0.00048037714,0.00018037164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009885429,0.00007378603,0.0006450983,0.000106795786,0.0000075397015,0.00002332353,0.000024546332,0.0024946488,0.99261004,0.00037188648,0.000050560808,0.0034929255],"study_design_scores_gemma":[0.0000017561767,0.00004678975,0.00028701453,0.0000016953634,0.000004420033,0.00000773239,0.000006877658,0.009368792,0.99003404,0.00002645104,0.00021192145,0.0000024573706],"about_ca_topic_score_codex":0.00073290657,"about_ca_topic_score_gemma":0.00093423197,"teacher_disagreement_score":0.0010336658,"about_ca_system_score_codex":0.0002319145,"about_ca_system_score_gemma":0.0001448302,"threshold_uncertainty_score":0.0034579635},"labels":[],"label_agreement":null},{"id":"W1981524396","doi":"10.2118/150633-pa","title":"Well/Wormhole Model of Cold Heavy-Oil Production With Sand","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Petroleum Technology Research Centre; University of Calgary","keywords":"Wormhole; Petroleum engineering; Fluidization; Oil production; Environmental science; Oil field; Geology; Geotechnical engineering; Engineering; Waste management; Physics; Fluidized bed","score_opus":0.0070220020499740755,"score_gpt":0.19356732448555494,"score_spread":0.18654532243558086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981524396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59731656,0.000749038,0.3431917,0.001009557,0.00020822958,0.0002785636,0.001442673,0.0010709151,0.05473282],"genre_scores_gemma":[0.9843337,0.0001720947,0.006777049,0.000037522157,0.000009740479,0.00010967324,0.00017975442,0.000043207223,0.008337209],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985254,0.000020777858,0.000007030101,0.000032978674,0.000036577523,0.000050044346],"domain_scores_gemma":[0.99969137,0.000101778314,0.00005576465,0.000022446111,0.00007776668,0.000050854927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025187604,0.00064866774,0.00070707273,0.0005196257,0.00061275606,0.00094732386,0.0018030986,0.001866791,0.0036659422],"category_scores_gemma":[0.00053928606,0.00048007135,0.0009503016,0.0003058982,0.0010303913,0.0010372319,0.00078858563,0.00077377085,0.00031309633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027401087,0.000015820073,0.00040838114,0.00001122691,0.0000049240953,0.00008387716,0.000014568049,0.9941415,0.0016048262,0.0030957963,0.00010568227,0.0004859009],"study_design_scores_gemma":[0.0000052726086,0.0000069792386,0.000054577595,0.0000014389196,0.0000025426714,0.000004634112,0.0000050518274,0.9992568,0.00020866455,0.00031490193,0.00013618715,0.000003023889],"about_ca_topic_score_codex":0.042730857,"about_ca_topic_score_gemma":0.014112957,"teacher_disagreement_score":0.042730857,"about_ca_system_score_codex":0.001362326,"about_ca_system_score_gemma":0.0015773681,"threshold_uncertainty_score":0.084964275},"labels":[],"label_agreement":null},{"id":"W1983040012","doi":"10.2118/165579-pa","title":"In-Situ, Solvent-Assisted Gravity Drainage of Bitumen: Nonlinear Numerical Analysis","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Porous medium; Dispersion (optics); Materials science; Mechanics; Diffusion; Dissolution; Porosity; Asphalt; Molecular diffusion; Thermodynamics; Nonlinear system; Petroleum engineering; Geology; Chemistry; Composite material; Physics; Organic chemistry; Engineering","score_opus":0.007365564622075071,"score_gpt":0.24230600120265544,"score_spread":0.23494043658058036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983040012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9275271,0.00013738453,0.069078416,0.00010285368,0.00001448503,0.000039441817,0.00011465833,0.00011426613,0.0028713762],"genre_scores_gemma":[0.9761304,0.00010666602,0.021908125,0.000010664003,0.000004081146,0.000034842855,0.000044301963,0.000015511298,0.0017454722],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999585,0.000007845167,0.0000024279007,0.0000059304666,0.000019595895,0.0000057488496],"domain_scores_gemma":[0.9998122,0.000116755946,0.000023552859,0.000011568444,0.000029843563,0.000006126758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016753416,0.00015549765,0.00024871007,0.00017683516,0.00015377867,0.00019244224,0.00027387176,0.00035327926,0.0007530392],"category_scores_gemma":[0.00039095833,0.00008231807,0.00018231533,0.0001448233,0.00036355248,0.00021734457,0.00016951353,0.00023382306,0.00007951165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015655531,0.000100715966,0.0027968008,0.00023794213,0.000020613641,0.00021014186,0.0001603685,0.6833124,0.29591778,0.004335216,0.00017669615,0.012574762],"study_design_scores_gemma":[0.0000049976707,0.000016438493,0.0002702116,0.0000020693592,0.0000014967682,0.000010515841,0.000007515554,0.9832435,0.016127912,0.00013710136,0.00017458122,0.0000035534465],"about_ca_topic_score_codex":0.0030093875,"about_ca_topic_score_gemma":0.0020764067,"teacher_disagreement_score":0.0030093875,"about_ca_system_score_codex":0.0003670431,"about_ca_system_score_gemma":0.00028209566,"threshold_uncertainty_score":0.0059837103},"labels":[],"label_agreement":null},{"id":"W1983337872","doi":"10.2118/165456-pa","title":"Understanding the Steam-Hammer Mechanism in Steam-Assisted-Gravity-Drainage Wells","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Steam injection; Steam-assisted gravity drainage; Petroleum engineering; Steam drum; Asphalt; Superheated steam; Environmental science; Steam explosion; Drainage; Waste management; Oil sands; Geology; Engineering; Materials science; Boiler (water heating); Pulp and paper industry","score_opus":0.059123254332519894,"score_gpt":0.2666374818458431,"score_spread":0.20751422751332324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983337872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663232,0.0005874932,0.023738842,0.0005384225,0.000026413316,0.000110247725,0.0002683629,0.0001523752,0.008254737],"genre_scores_gemma":[0.99825543,0.00015561559,0.0009582533,0.000014185638,0.0000025554891,0.00001444797,0.000032540658,0.000004604283,0.0005623567],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984443,0.000021341657,0.000011891161,0.000032013493,0.000027631697,0.00006266623],"domain_scores_gemma":[0.9997081,0.00011353526,0.00007035474,0.000015291389,0.000050587412,0.000042170333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042030987,0.0003819739,0.0004979529,0.0006709363,0.00051805505,0.00107838,0.000865125,0.0014624656,0.0029410433],"category_scores_gemma":[0.0007986759,0.00050746213,0.00055426615,0.00034023,0.0009178971,0.0020590217,0.00067656784,0.00057549495,0.00022940258],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020239603,0.0002620086,0.026776832,0.00024383419,0.000043681845,0.0016577973,0.00025427438,0.88074315,0.0576519,0.023435647,0.00068562216,0.008042938],"study_design_scores_gemma":[0.000028038177,0.00007096728,0.0064615523,0.000022061697,0.000013280534,0.000093759125,0.00026281306,0.9828798,0.0051894807,0.004447059,0.00050013995,0.000031037715],"about_ca_topic_score_codex":0.016531618,"about_ca_topic_score_gemma":0.00753724,"teacher_disagreement_score":0.016531618,"about_ca_system_score_codex":0.0023092653,"about_ca_system_score_gemma":0.0010939565,"threshold_uncertainty_score":0.03287077},"labels":[],"label_agreement":null},{"id":"W1984520762","doi":"10.2118/165470-pa","title":"Efficient Displacement of Heavy Oil by Use of Three Hydrocarbon Phases","year":2014,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"China Scholarship Council; Compute Canada","keywords":"Hydrocarbon; Displacement (psychology); Petroleum engineering; Phase (matter); Enhanced oil recovery; Solvent; Yield (engineering); Hydrocarbon mixtures; Gas oil ratio; Chemistry; Materials science; Geology; Organic chemistry; Composite material","score_opus":0.010723535895580746,"score_gpt":0.22525789854276698,"score_spread":0.21453436264718623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984520762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99226975,0.00025659037,0.0061952355,0.000035451183,0.0000075831304,0.000016148197,0.000047277597,0.00008192023,0.0010900709],"genre_scores_gemma":[0.996959,0.00009064834,0.0024921654,0.000010597638,0.0000018656893,0.0000106430325,0.000027597529,0.000011917767,0.00039551943],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989104,0.000005951403,0.0000068396043,0.000020231615,0.000034257628,0.000041769275],"domain_scores_gemma":[0.9999001,0.00002536136,0.000037457146,0.000011172484,0.000012404279,0.000013556974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013508393,0.00025796017,0.00019498837,0.00019035776,0.00015835678,0.00021520225,0.00026499626,0.00021852524,0.00088792254],"category_scores_gemma":[0.0002031527,0.00013858062,0.00017757592,0.00017459295,0.0002952717,0.00037931855,0.0004570442,0.0002700962,0.00029931456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059114573,0.000012512867,0.00044538925,0.000043601325,0.0000017267549,0.000043712487,0.000029164123,0.0004235669,0.9956393,0.00021892898,0.0000227438,0.003060167],"study_design_scores_gemma":[0.000003497352,0.00006224874,0.00062828965,0.0000026160103,0.0000016698647,0.000021720263,0.000015044427,0.0034748614,0.99534625,0.000045758916,0.00039510996,0.0000029851337],"about_ca_topic_score_codex":0.0005124098,"about_ca_topic_score_gemma":0.0010713454,"teacher_disagreement_score":0.00088792254,"about_ca_system_score_codex":0.00025097563,"about_ca_system_score_gemma":0.00020276161,"threshold_uncertainty_score":0.0029703975},"labels":[],"label_agreement":null},{"id":"W1988177694","doi":"10.2118/147991-pa","title":"Three-Phase Pore-Network Modeling for Reservoirs With Arbitrary Wettability","year":2012,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Eidgenössische Technische Hochschule Zürich; CMG Reservoir Simulation Foundation; Heriot-Watt University","keywords":"Relative permeability; Residual oil; Capillary pressure; Wetting; Petroleum engineering; Saturation (graph theory); Permeability (electromagnetism); Enhanced oil recovery; Multiphase flow; Network model; Work (physics); Phase (matter); Geology; Mechanics; Biological system; Computer science; Materials science; Porous medium; Geotechnical engineering; Engineering; Chemistry; Artificial intelligence; Mechanical engineering; Porosity; Mathematics; Physics; Composite material","score_opus":0.02387993320301329,"score_gpt":0.27415724716655937,"score_spread":0.2502773139635461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988177694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61216414,0.00022426427,0.37404722,0.0005086436,0.00003959615,0.000083790925,0.00093423936,0.0005503324,0.011447743],"genre_scores_gemma":[0.97662944,0.000102091915,0.020608203,0.00003081044,0.000007850246,0.00011882522,0.00019197921,0.00006562859,0.0022451861],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989545,0.000024689924,0.0000056342274,0.000024160017,0.000026195507,0.000023820046],"domain_scores_gemma":[0.9995396,0.00025710044,0.00006615359,0.000036143174,0.000065856984,0.000035168905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024473,0.00035140195,0.00039991437,0.00038140896,0.0003843892,0.00054765906,0.00086891855,0.001342335,0.0014623188],"category_scores_gemma":[0.00093515415,0.00028286778,0.0006251905,0.00036270745,0.00061629334,0.00076468027,0.0005683958,0.00059955096,0.00015240241],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059319655,0.000007833721,0.00035407572,0.000004820676,0.0000026639218,0.000020514435,0.000008612352,0.997056,0.0009027872,0.0012476452,0.000030564555,0.0003586701],"study_design_scores_gemma":[8.14599e-7,0.000001051248,0.000040869465,3.7657207e-7,3.8826536e-7,0.0000013523287,0.0000014892181,0.9995776,0.000112578266,0.00021813172,0.00004453175,8.174457e-7],"about_ca_topic_score_codex":0.01752524,"about_ca_topic_score_gemma":0.009326009,"teacher_disagreement_score":0.01752524,"about_ca_system_score_codex":0.0010916684,"about_ca_system_score_gemma":0.00084699615,"threshold_uncertainty_score":0.034846485},"labels":[],"label_agreement":null},{"id":"W1989471494","doi":"10.2118/145678-pa","title":"Analysis of Uncertainty Introduced by Scaleup of Reservoir Attributes and Flow Response in Heterogeneous Reservoirs","year":2011,"lang":"en","type":"article","venue":"SPE Journal","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Scaling; Petrophysics; Volume (thermodynamics); Flow (mathematics); Reservoir engineering; Scale (ratio); Computer science; Petroleum engineering; Geology; Porosity; Mathematics; Mechanics; Geotechnical engineering; Physics","score_opus":0.020173562178106355,"score_gpt":0.2368559369902964,"score_spread":0.21668237481219005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989471494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8705008,0.000059064314,0.12887467,0.000031389376,0.000003267135,0.000015477048,0.000084865445,0.00008696551,0.0003434839],"genre_scores_gemma":[0.9957451,0.000011970775,0.0041642403,0.0000028358963,0.000002387529,0.0000058314695,0.000036035508,0.0000046581386,0.000026995267],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991628,0.00031851255,0.000053486827,0.00017516494,0.00022488815,0.000065222055],"domain_scores_gemma":[0.9862016,0.010580241,0.0013791879,0.0010793512,0.000646315,0.00011331131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034543162,0.0003388379,0.0004516558,0.0010857489,0.00028453747,0.0006595109,0.00039318518,0.00029311143,0.000176364],"category_scores_gemma":[0.00985648,0.00019180347,0.0005273158,0.00073948904,0.00074538344,0.00082880066,0.00060817704,0.00040164584,0.000015177862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120861805,0.000049593975,0.047151458,0.000038407805,0.0001438199,0.00020241104,0.000118439275,0.91626024,0.011587695,0.0038712425,0.00006913339,0.02038672],"study_design_scores_gemma":[0.0000020197112,0.000029268444,0.014728521,0.0000039971183,0.00001994011,0.000028866496,0.000038027905,0.97809213,0.0044119833,0.0025417008,0.00008384074,0.000019834564],"about_ca_topic_score_codex":0.0036612723,"about_ca_topic_score_gemma":0.0020258422,"teacher_disagreement_score":0.0036612723,"about_ca_system_score_codex":0.00071292487,"about_ca_system_score_gemma":0.0002985963,"threshold_uncertainty_score":0.018268347},"labels":[],"label_agreement":null},{"id":"W1991329478","doi":"10.2118/127073-pa","title":"CO2 Injection Performance in the Fruitland Coal Fairway, San Juan Basin: Results of a Field Pilot","year":2011,"lang":"en","type":"article","venue":"SPE Journal","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Energy Technology Laboratory; ConocoPhillips; U.S. Department of Energy","keywords":"Caprock; Geology; Canyon; Coal mining; Oil shale; Petroleum engineering; Coalbed methane; Mining engineering; Drilling; Coal; Geomorphology; Engineering; Paleontology","score_opus":0.03699127145851537,"score_gpt":0.21140028824744578,"score_spread":0.1744090167889304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991329478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99904925,0.000008081195,0.00013171975,0.000013487252,0.0000013666101,0.00004958336,0.000081121325,0.000029262974,0.0006362669],"genre_scores_gemma":[0.99766314,0.000026633066,0.000674927,0.000016189906,0.0000021682915,0.000045504337,0.00028868194,0.000011607705,0.0012712587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997578,0.000036499147,0.000011443987,0.000053327116,0.000091961374,0.000048923765],"domain_scores_gemma":[0.99943465,0.0001035569,0.000052984582,0.000045069566,0.0002519986,0.000111697176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073041423,0.00040052534,0.0003087661,0.00044253582,0.0011165247,0.00045662269,0.00065167056,0.00047367025,0.0014495738],"category_scores_gemma":[0.00058700674,0.00022211649,0.00023341409,0.0003720004,0.00061927387,0.00045388783,0.00040102468,0.00043840669,0.00022535467],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009815482,0.016078575,0.43308666,0.00045604,0.00022721176,0.0023379764,0.0057333494,0.024124242,0.41381356,0.0006249208,0.0026556666,0.09104637],"study_design_scores_gemma":[0.0014020193,0.021674072,0.67337793,0.00004774294,0.00023339313,0.00030809626,0.0057230284,0.039085794,0.25050688,0.00040544983,0.007127001,0.00010848894],"about_ca_topic_score_codex":0.08653091,"about_ca_topic_score_gemma":0.18644924,"teacher_disagreement_score":0.08653091,"about_ca_system_score_codex":0.001393832,"about_ca_system_score_gemma":0.0014802302,"threshold_uncertainty_score":0.17205453},"labels":[],"label_agreement":null},{"id":"W1993542321","doi":"10.2118/114778-pa","title":"Predicting Sorption-Induced Strain and Permeability Increase With Depletion for Coalbed-Methane Reservoirs","year":2009,"lang":"en","type":"article","venue":"SPE Journal","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Commonwealth Scientific and Industrial Research Organisation; Zhejiang University; Oklahoma State University","keywords":"Coalbed methane; Sorption; Permeability (electromagnetism); Methane; Petroleum engineering; Shrinkage; Adsorption; Coal; Materials science; Thermodynamics; Geotechnical engineering; Chemistry; Geology; Coal mining; Composite material; Organic chemistry","score_opus":0.016111176518714125,"score_gpt":0.2301556878082632,"score_spread":0.21404451128954907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993542321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99349535,0.000040356936,0.0056563667,0.000031673924,0.0000030957005,0.000013177063,0.0001395657,0.00012849562,0.0004919628],"genre_scores_gemma":[0.9987532,0.00002077979,0.0009780292,0.0000023046218,6.451263e-7,0.000007996019,0.00007961235,0.0000044876365,0.00015302672],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999105,0.000013434817,0.000007399978,0.000018388173,0.000032909797,0.000017443874],"domain_scores_gemma":[0.99960035,0.00022305977,0.00005296962,0.000024277824,0.00007472749,0.000024557912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028363825,0.00039699144,0.00026838918,0.0004506847,0.00021902671,0.00033272637,0.0005253289,0.00056430884,0.0006423429],"category_scores_gemma":[0.00081057264,0.00024649734,0.00035554168,0.0004200385,0.00022982116,0.00051839143,0.0002794016,0.00032187506,0.000094201925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014647853,0.00014096808,0.025083328,0.00007661875,0.000014887655,0.00013042614,0.00004578109,0.93871343,0.026305845,0.00019944669,0.00010897492,0.0090338215],"study_design_scores_gemma":[0.0000025854795,0.00002370241,0.0025964507,0.0000011629156,0.0000021304074,0.000006421541,0.000009696016,0.9902839,0.007002623,0.000035457724,0.000031964722,0.0000038056385],"about_ca_topic_score_codex":0.014200541,"about_ca_topic_score_gemma":0.011298483,"teacher_disagreement_score":0.014200541,"about_ca_system_score_codex":0.000756497,"about_ca_system_score_gemma":0.0005485302,"threshold_uncertainty_score":0.028235793},"labels":[],"label_agreement":null},{"id":"W1994277954","doi":"10.2118/108835-pa","title":"Imaging Fractures Using Temperature Transients From Perturbation Analysis—A Novel Surveillance Technique Applied to the Belridge Diatomite","year":2009,"lang":"en","type":"article","venue":"SPE Journal","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nutrasource","funders":"","keywords":"Dimensionless quantity; Thermal diffusivity; Hydraulic conductivity; Geology; Mechanics; Hydraulic fracturing; Azimuth; Permeability (electromagnetism); Anisotropy; Thermal hydraulics; Materials science; Geotechnical engineering; Heat transfer; Geometry; Thermodynamics; Soil science; Chemistry","score_opus":0.0068514706776383475,"score_gpt":0.23527047093027323,"score_spread":0.22841900025263487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994277954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8750076,0.00023609321,0.12185365,0.000093534385,0.000019763997,0.000060181756,0.0004195938,0.000592864,0.0017167609],"genre_scores_gemma":[0.9368523,0.00011452976,0.062294975,0.000019258232,0.000011696092,0.000036837602,0.00017730343,0.000046072262,0.00044707692],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990416,0.000009731888,0.000004107401,0.00003288722,0.000036124195,0.000013037282],"domain_scores_gemma":[0.9998293,0.000039948274,0.00003600655,0.000022576396,0.00005162976,0.000020554004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015915424,0.00017302351,0.00024057062,0.0006123036,0.00020600426,0.00031283495,0.0003393005,0.00021997414,0.00056332006],"category_scores_gemma":[0.00032608025,0.00021783939,0.00019706378,0.0004397157,0.00023201536,0.00029295246,0.00027392505,0.00032360057,0.00012227808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118006734,0.000019083811,0.0056643668,0.00003374108,0.000010761151,0.00008483663,0.00008894492,0.0017820823,0.9740708,0.00012922293,0.000103198385,0.017894972],"study_design_scores_gemma":[0.000031241038,0.00026094465,0.11953269,0.000017754255,0.00004672041,0.00081522466,0.00020993502,0.16677219,0.7097012,0.00031291865,0.0022336273,0.000065632856],"about_ca_topic_score_codex":0.0019525719,"about_ca_topic_score_gemma":0.0032033478,"teacher_disagreement_score":0.0019525719,"about_ca_system_score_codex":0.00033673088,"about_ca_system_score_gemma":0.0002512421,"threshold_uncertainty_score":0.0038824677},"labels":[],"label_agreement":null},{"id":"W1998185461","doi":"10.2118/154954-pa","title":"Automatic Isotherm Derivation From Field Data for Oilfield Scale-Inhibitor Squeeze Treatments","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalco (Canada)","funders":"Institute of Engineering Research, Seoul National University; Heriot-Watt University","keywords":"Scaling; Scale (ratio); Petroleum engineering; Oil field; Field (mathematics); Test data; Flow (mathematics); Applied mathematics; Mathematics; Computer science; Mathematical optimization; Engineering","score_opus":0.028826223617716668,"score_gpt":0.2788659792673205,"score_spread":0.2500397556496038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998185461","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42990002,0.00008983567,0.563023,0.00007442115,0.000016268248,0.00031375937,0.00080764486,0.0037517431,0.0020233374],"genre_scores_gemma":[0.7566944,0.000047853726,0.24157639,0.00002006599,0.0000043768696,0.00026714345,0.00068798615,0.00017902524,0.0005227543],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99974006,0.00005625548,0.000018354242,0.00005328235,0.0001083932,0.00002353883],"domain_scores_gemma":[0.9984086,0.0007952915,0.00010683895,0.00017713143,0.00047960502,0.00003240622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088505144,0.0005118135,0.0005842029,0.00081013446,0.0005113105,0.00046248408,0.0009293013,0.0007048552,0.0017360284],"category_scores_gemma":[0.0033569678,0.00024431292,0.00047704924,0.0005447875,0.00018292232,0.00047381705,0.0003279202,0.0006967334,0.00042216608],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001987467,0.00033368162,0.009935995,0.000349337,0.0000468586,0.00018438509,0.00034276384,0.7421356,0.06406075,0.0014176844,0.0015726035,0.17942168],"study_design_scores_gemma":[0.000009092038,0.000039884137,0.001668866,0.0000038017276,0.0000031121142,0.00001800076,0.000020345235,0.98417354,0.013340054,0.0002615213,0.00045073376,0.000011044288],"about_ca_topic_score_codex":0.0073978193,"about_ca_topic_score_gemma":0.0083701415,"teacher_disagreement_score":0.0073978193,"about_ca_system_score_codex":0.0006073099,"about_ca_system_score_gemma":0.00093295064,"threshold_uncertainty_score":0.014709532},"labels":[],"label_agreement":null},{"id":"W1999821497","doi":"10.2118/163079-pa","title":"Understanding the Heat-Transfer Mechanism in the Steam-Assisted Gravity-Drainage (SAGD) Process and Comparing the Conduction and Convection Flux in Bitumen Reservoirs","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Thermal conduction; Heat transfer; Convection; Convective heat transfer; Heat flux; Mechanics; Steam injection; Natural convection; Geology; Forced convection; Steam-assisted gravity drainage; Thermal; Asphalt; Petroleum engineering; Thermodynamics; Oil sands; Materials science; Physics","score_opus":0.04601867278542997,"score_gpt":0.2546308668609735,"score_spread":0.20861219407554354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999821497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.965744,0.0026765272,0.02696796,0.00043641336,0.000032368735,0.000042883486,0.00008309447,0.000076552555,0.003940208],"genre_scores_gemma":[0.99741215,0.00047000553,0.0014365191,0.000016702923,0.0000040065233,0.000008916215,0.000025875375,0.000004652881,0.00062119623],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999331,0.0000087368335,0.00000405256,0.000014117925,0.000018736722,0.000021304913],"domain_scores_gemma":[0.9998938,0.00004278815,0.000019555666,0.000005491904,0.000029474744,0.000008981175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026177944,0.00026279246,0.00030851449,0.00047503106,0.00037136386,0.00071109785,0.00042521505,0.00053805456,0.00092256814],"category_scores_gemma":[0.00035835413,0.00022129419,0.0003347496,0.00027973557,0.0007590877,0.0014867131,0.0003240473,0.00049254514,0.00014732426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005010495,0.00030039845,0.06312796,0.0012388363,0.00007127529,0.0007695677,0.0014944588,0.23445277,0.5853114,0.05216538,0.00090113253,0.059665807],"study_design_scores_gemma":[0.000034256267,0.00016781125,0.05673837,0.00006976532,0.000059800255,0.00021130503,0.0013921133,0.76822567,0.15047285,0.018446695,0.0040970896,0.00008431194],"about_ca_topic_score_codex":0.021602353,"about_ca_topic_score_gemma":0.00797895,"teacher_disagreement_score":0.021602353,"about_ca_system_score_codex":0.001784653,"about_ca_system_score_gemma":0.0007828343,"threshold_uncertainty_score":0.042953253},"labels":[],"label_agreement":null},{"id":"W2001688061","doi":"10.2118/97775-pa","title":"Cyclic Mechanical and Fatigue Properties for Oil-Country-Tubular-Goods Materials","year":2008,"lang":"en","type":"article","venue":"SPE Journal","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Ultimate tensile strength; Cyclic stress; Structural engineering; Fatigue limit; Materials science; Material properties; Amplitude; Vibration fatigue; Deformation (meteorology); Thermal; Fatigue testing; Composite material; Engineering","score_opus":0.03362931903927048,"score_gpt":0.2285266945615217,"score_spread":0.19489737552225123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001688061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930214,0.00019016096,0.004223124,0.000022019196,0.0000061119217,0.000014123983,0.00036914746,0.00006200351,0.0020919244],"genre_scores_gemma":[0.99754685,0.00004163921,0.0014384158,0.0000069483385,7.90364e-7,0.0000075136763,0.00028253457,0.000011201315,0.0006639895],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997079,0.000024625428,0.000020785672,0.00004378977,0.00016234534,0.000040575578],"domain_scores_gemma":[0.9993988,0.00012610495,0.00012362153,0.00009402709,0.00021639405,0.000041064784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041616982,0.00020087216,0.00020308743,0.0007417239,0.00016472723,0.00018455778,0.0004668421,0.00033470942,0.0021097802],"category_scores_gemma":[0.0009182933,0.00014241638,0.0002148279,0.00055714016,0.00034362826,0.00033262078,0.00019171882,0.00019276033,0.0003338219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000711481,0.00008040034,0.036821745,0.00032799243,0.000045980913,0.0005754144,0.00027222704,0.05300736,0.8685811,0.0013531134,0.0008625308,0.03736072],"study_design_scores_gemma":[0.00003825554,0.0023776353,0.17221758,0.000073048795,0.00007385181,0.0009368883,0.00072766846,0.0834319,0.7285053,0.0009640616,0.010564845,0.000088966655],"about_ca_topic_score_codex":0.0021466631,"about_ca_topic_score_gemma":0.0051402184,"teacher_disagreement_score":0.0021466631,"about_ca_system_score_codex":0.00034462608,"about_ca_system_score_gemma":0.00019496551,"threshold_uncertainty_score":0.0070578456},"labels":[],"label_agreement":null},{"id":"W2002970864","doi":"10.2118/144317-pa","title":"Production Analysis of Tight-Gas and Shale-Gas Reservoirs Using the Dynamic-Slippage Concept","year":2012,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":160,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Slippage; Tight gas; Kerogen; Petroleum engineering; Shale gas; Oil shale; Geology; Flow (mathematics); Pore water pressure; Real gas; Mechanics; Materials science; Geotechnical engineering; Source rock; Hydraulic fracturing","score_opus":0.01925568007304333,"score_gpt":0.2581550358778274,"score_spread":0.23889935580478408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002970864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8611491,0.00012661438,0.13437988,0.00012808414,0.00001242151,0.000037952337,0.00015726787,0.00018607648,0.0038227194],"genre_scores_gemma":[0.9949256,0.000028143186,0.004640822,0.000004041964,0.0000016884269,0.000012289327,0.000029013187,0.000008781286,0.00034961308],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999336,0.000011923565,0.0000048565953,0.000014481413,0.000020727568,0.000014381028],"domain_scores_gemma":[0.9996598,0.00018550281,0.00006869898,0.00002223546,0.000042487674,0.000021320182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029111907,0.0002690486,0.00024074363,0.0003460929,0.00023923434,0.00044753554,0.00038930756,0.00043582494,0.00060429604],"category_scores_gemma":[0.0008482808,0.00016008569,0.00035196752,0.00018576201,0.00043931327,0.00048753078,0.00044187947,0.00030359015,0.00004515375],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015341051,0.000013389842,0.002246134,0.000013244199,0.000003945676,0.00006463556,0.00001613827,0.9875581,0.0062686317,0.0018724077,0.00003421623,0.0018937781],"study_design_scores_gemma":[9.915592e-7,0.000004815836,0.00023678064,5.691662e-7,7.3631566e-7,0.00000351918,0.0000036182396,0.99840385,0.0010932965,0.00022354278,0.00002682136,0.0000014457224],"about_ca_topic_score_codex":0.0074460604,"about_ca_topic_score_gemma":0.003248714,"teacher_disagreement_score":0.0074460604,"about_ca_system_score_codex":0.00081646844,"about_ca_system_score_gemma":0.00051912444,"threshold_uncertainty_score":0.014805436},"labels":[],"label_agreement":null},{"id":"W2005610502","doi":"10.2118/170092-pa","title":"Robust Isenthalpic Flash for Multiphase Water/Hydrocarbon Mixtures","year":2015,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Hydrocarbon mixtures; Enthalpy; Computer science; Thermodynamics; Equation of state; Algorithm; Hydrocarbon; Chemistry; Physics","score_opus":0.03325889506871476,"score_gpt":0.2355211843775024,"score_spread":0.20226228930878765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005610502","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2965062,0.0002487907,0.69359607,0.00018745386,0.000045009354,0.00010629475,0.00017317993,0.0026293164,0.0065076486],"genre_scores_gemma":[0.8156804,0.00010429863,0.18112154,0.00005645226,0.000013270749,0.00012054857,0.00021938949,0.00037721006,0.002306956],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999188,0.0000178501,0.0000057717484,0.000010989369,0.00003413641,0.000012469653],"domain_scores_gemma":[0.9997199,0.00012437654,0.000028301034,0.00004016665,0.00006992566,0.000017274817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026800486,0.00057010294,0.00043851123,0.00027181074,0.00028705434,0.00033701657,0.0007879505,0.00042846712,0.0020562313],"category_scores_gemma":[0.0008242045,0.00019031804,0.00028197843,0.00018094544,0.0003078094,0.00050041574,0.0007173889,0.00053038745,0.0003594096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024315387,0.00005528264,0.0019516062,0.00014657699,0.000038210866,0.0001603285,0.000117730764,0.8744738,0.044685155,0.0052173855,0.00065062876,0.07226013],"study_design_scores_gemma":[0.000011960429,0.000022275044,0.00010823112,0.0000026198566,0.0000019919928,0.000010042734,0.000009636815,0.98902786,0.009898742,0.0004628151,0.0004399268,0.000003918023],"about_ca_topic_score_codex":0.0028197127,"about_ca_topic_score_gemma":0.002850186,"teacher_disagreement_score":0.0028197127,"about_ca_system_score_codex":0.00039322942,"about_ca_system_score_gemma":0.0005839011,"threshold_uncertainty_score":0.0068787932},"labels":[],"label_agreement":null},{"id":"W2006237856","doi":"10.2118/148130-pa","title":"A Novel Multirate Dual-Porosity Model for Improved Simulation of Fractured and Multiporosity Reservoirs","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; CMG Reservoir Simulation Foundation","keywords":"Porosity; Matrix (chemical analysis); Permeability (electromagnetism); Geology; Fracture (geology); Mechanics; Fluid dynamics; Porous medium; Geotechnical engineering; Petroleum engineering; Mineralogy; Materials science; Chemistry; Composite material; Physics","score_opus":0.01665755978997066,"score_gpt":0.24413158261694,"score_spread":0.22747402282696935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006237856","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25368592,0.00062325114,0.7256871,0.00073120045,0.00018527741,0.0002093043,0.00080891285,0.0010478089,0.017021274],"genre_scores_gemma":[0.9347828,0.00023939357,0.058798146,0.00009907435,0.00005013982,0.0003057438,0.0003527476,0.0001266924,0.0052452837],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998246,0.000044368546,0.000011824905,0.00003108764,0.000050470713,0.000037750375],"domain_scores_gemma":[0.99958307,0.00015882468,0.000066852546,0.000033692148,0.000092011,0.00006560315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046181842,0.0006335513,0.0010232428,0.0006222975,0.0005859254,0.001120348,0.0022211412,0.0022518237,0.002084708],"category_scores_gemma":[0.0011981239,0.0006635923,0.0011205577,0.00049758377,0.0007255497,0.0008757543,0.0011748737,0.00093497016,0.00028247028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017082206,0.0000152693,0.00029979504,0.000009409134,0.0000072438993,0.00003537804,0.000008355427,0.99689025,0.0006831797,0.0012156599,0.0000733774,0.0007449999],"study_design_scores_gemma":[0.0000031976524,0.0000025418165,0.00002240743,0.0000010648615,0.0000011531986,0.000002125771,8.925457e-7,0.9997166,0.00006443952,0.000104792256,0.00007928608,0.0000015732201],"about_ca_topic_score_codex":0.015943486,"about_ca_topic_score_gemma":0.0070697344,"teacher_disagreement_score":0.015943486,"about_ca_system_score_codex":0.0008997498,"about_ca_system_score_gemma":0.0014818622,"threshold_uncertainty_score":0.031701386},"labels":[],"label_agreement":null},{"id":"W2006848534","doi":"10.2118/127923-pa","title":"Evaluation of a New Environmentally Friendly Chelating Agent for High-Temperature Applications","year":2011,"lang":"en","type":"article","venue":"SPE Journal","topic":"Environmental Chemistry and Analysis","field":"Environmental Science","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"AkzoNobel (Canada)","funders":"AkzoNobel","keywords":"Carbonate; Chelation; Dissolution; Calcium carbonate; Calcareous; Environmentally friendly; Chemistry; Solubility; Inorganic chemistry; Organic chemistry; Geology","score_opus":0.02646895424073144,"score_gpt":0.25032783153402144,"score_spread":0.22385887729329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006848534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978452,0.0039514373,0.013486112,0.00019897544,0.00008345852,0.00018007745,0.00022546099,0.00018368101,0.003238604],"genre_scores_gemma":[0.9774469,0.0016942209,0.017023288,0.00010632287,0.000016583861,0.00006894677,0.00019322702,0.00004754055,0.003403031],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976736,0.000038611524,0.000018843328,0.000045905705,0.00009008847,0.000039192684],"domain_scores_gemma":[0.999706,0.000030206313,0.0000693331,0.00001805875,0.0001283114,0.00004798489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030557901,0.00034154925,0.00023262938,0.00022962972,0.00018244766,0.0003770135,0.0003372414,0.00042681876,0.00070121983],"category_scores_gemma":[0.00031352168,0.00013836738,0.0003144077,0.00016163039,0.00016038654,0.0002484586,0.00021671261,0.0003192608,0.00037635976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057231187,0.000029139901,0.000133007,0.000101083286,0.000005226649,0.000033196207,0.000010141094,0.00024190484,0.99688464,0.000037703034,0.000059985323,0.0024066672],"study_design_scores_gemma":[0.0000073606343,0.00050418056,0.0004194861,0.0000069083612,0.000012162839,0.000058833404,0.000014021254,0.00062103284,0.9952944,0.0000077203995,0.0030491268,0.000004703802],"about_ca_topic_score_codex":0.0008317319,"about_ca_topic_score_gemma":0.0014516466,"teacher_disagreement_score":0.0008317319,"about_ca_system_score_codex":0.00029089485,"about_ca_system_score_gemma":0.00025087994,"threshold_uncertainty_score":0.0023458004},"labels":[],"label_agreement":null},{"id":"W2007099989","doi":"10.2118/78438-pa","title":"Effect of Depletion Rate on Gas Mobility and Solution Gas Drive in Heavy Oil","year":2002,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Imperial Oil (Canada); University of Calgary","funders":"","keywords":"Supersaturation; Saturation (graph theory); Petroleum engineering; Chemistry; Permeability (electromagnetism); Environmental science; Materials science; Geology; Mathematics","score_opus":0.00671696885526048,"score_gpt":0.2254172433465141,"score_spread":0.21870027449125362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007099989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99945813,0.000052916545,0.00027613214,0.0000101028445,0.0000011709868,0.0000029114788,0.000031863536,0.000009533616,0.00015721776],"genre_scores_gemma":[0.9993278,0.000058404443,0.00033525866,0.0000040698383,7.0665806e-7,0.000004234194,0.00003986607,0.0000042359957,0.00022533364],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998946,0.000014503874,0.000008036465,0.000020101483,0.000027999373,0.000034821333],"domain_scores_gemma":[0.99967265,0.00017322446,0.00005220442,0.00002116261,0.000059236423,0.000021563794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018289704,0.00019454489,0.00026535144,0.00020171647,0.0002851455,0.00024865195,0.00021334922,0.00011757607,0.0009270148],"category_scores_gemma":[0.0006144716,0.00014951912,0.00011018041,0.00017635628,0.00032752246,0.00035171243,0.00037261497,0.00027953857,0.000088797824],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041682823,0.000027651147,0.0061218734,0.00005413863,0.000009092832,0.00008286374,0.0001156357,0.000838456,0.98973304,0.000054610562,0.000022925138,0.0025228898],"study_design_scores_gemma":[0.000005976859,0.00026867772,0.0070960047,0.0000042592405,0.000008521525,0.000050230297,0.00009634155,0.0034855034,0.9885809,0.000022302316,0.0003741015,0.0000072630824],"about_ca_topic_score_codex":0.009126146,"about_ca_topic_score_gemma":0.012848716,"teacher_disagreement_score":0.009126146,"about_ca_system_score_codex":0.00036761162,"about_ca_system_score_gemma":0.00023953356,"threshold_uncertainty_score":0.018146098},"labels":[],"label_agreement":null},{"id":"W2007815282","doi":"10.2118/121709-pa","title":"An Environmentally Friendly Stimulation Fluid for High-Temperature Applications","year":2010,"lang":"en","type":"article","venue":"SPE Journal","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"AkzoNobel (Canada)","funders":"AkzoNobel","keywords":"Ethylenediaminetetraacetic acid; Dissolution; Solubility; Chemistry; Chelation; Calcite; Hydrochloric acid; Carbonate; Citric acid; Inorganic chemistry; Mineralogy; Organic chemistry","score_opus":0.003039729636366572,"score_gpt":0.21867805726420605,"score_spread":0.2156383276278395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007815282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6573102,0.014619699,0.2920519,0.0009887255,0.0010648596,0.0005600653,0.0010125084,0.0037840302,0.028607938],"genre_scores_gemma":[0.8961565,0.0021570968,0.08433645,0.0002832215,0.00013549079,0.00025503835,0.00043580373,0.00025220794,0.015988259],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996537,0.000043653305,0.00002623502,0.000055520468,0.00018539927,0.000035543806],"domain_scores_gemma":[0.99980766,0.00003424667,0.00004565907,0.000016763363,0.00007142631,0.00002426087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029389915,0.00046967485,0.00023596859,0.0002790228,0.00026457716,0.00046194543,0.00042686352,0.00057856634,0.0023651505],"category_scores_gemma":[0.0003009602,0.00017669122,0.00029169273,0.0001725245,0.00020287956,0.00044533046,0.00040953507,0.00036454856,0.0016577006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039249164,0.000012841947,0.00014025619,0.00013108895,0.0000024599863,0.00005682963,0.000015947136,0.00024184804,0.9916721,0.00022591655,0.00037261946,0.007088877],"study_design_scores_gemma":[0.000008603053,0.0001151493,0.00037767328,0.000010328371,0.0000050844205,0.00017115782,0.000013529289,0.0012511963,0.97816783,0.00007291503,0.0197964,0.000009967636],"about_ca_topic_score_codex":0.0002425002,"about_ca_topic_score_gemma":0.00033247427,"teacher_disagreement_score":0.0023651505,"about_ca_system_score_codex":0.0002974002,"about_ca_system_score_gemma":0.00034598715,"threshold_uncertainty_score":0.007912159},"labels":[],"label_agreement":null},{"id":"W2010743842","doi":"10.2118/172500-pa","title":"Interference Fracturing: Nonuniform Distributions of Perforation Clusters That Promote Simultaneous Growth of Multiple Hydraulic Fractures","year":2014,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":190,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perforation; Fracture (geology); Coupling (piping); Stress (linguistics); Hydraulic fracturing; Cluster (spacecraft); Interference (communication); Wellbore; Geology; Mechanics; Materials science; Structural engineering; Computer science; Physics; Geotechnical engineering; Channel (broadcasting); Engineering; Petroleum engineering; Composite material; Telecommunications","score_opus":0.00772499416955187,"score_gpt":0.219558223953236,"score_spread":0.21183322978368413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010743842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90910983,0.0000947487,0.085995264,0.00009484679,0.000019213418,0.000024996247,0.00007380922,0.00016178728,0.0044255983],"genre_scores_gemma":[0.9960802,0.000029603658,0.0033605506,0.000009964548,0.0000023136197,0.000010621387,0.000010559849,0.000009091455,0.0004871808],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999913,0.0000092241235,0.0000035647734,0.00002058193,0.000023930577,0.000029620065],"domain_scores_gemma":[0.9998301,0.000041907973,0.00005800993,0.000024586572,0.000017020928,0.00002829541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009252695,0.00024250505,0.00028331528,0.00018283149,0.00024076061,0.00048338762,0.00055650005,0.00037783888,0.0008863317],"category_scores_gemma":[0.00046009052,0.00024307682,0.00029943357,0.00015046335,0.0006538851,0.00036487728,0.00063745544,0.0003025696,0.00009391868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010819175,0.000055243498,0.0041367407,0.00004233033,0.000019807878,0.00055337546,0.00009200215,0.89998394,0.08456088,0.0054118917,0.00027167177,0.0047640367],"study_design_scores_gemma":[0.000021944348,0.00006756493,0.002133842,0.000003589532,0.000010156853,0.00013168216,0.0000473804,0.9838097,0.011717517,0.0016706763,0.00037384135,0.0000121660305],"about_ca_topic_score_codex":0.0031435366,"about_ca_topic_score_gemma":0.0022502888,"teacher_disagreement_score":0.0031435366,"about_ca_system_score_codex":0.00048017502,"about_ca_system_score_gemma":0.00046065022,"threshold_uncertainty_score":0.0062505007},"labels":[],"label_agreement":null},{"id":"W2013461964","doi":"10.2118/117479-pa","title":"Dynamic Pore-Network Simulator for Modeling Buoyancy-Driven Migration During Depressurization of Oil-Saturated Systems","year":2010,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of St Andrews; University of Calgary","keywords":"Buoyancy; Context (archaeology); Channelized; Mechanics; Flow (mathematics); Petroleum engineering; Geology; Simulation; Range (aeronautics); Reservoir simulation; Petrology; Materials science; Computer science; Physics","score_opus":0.0064716350587442125,"score_gpt":0.21589021317877372,"score_spread":0.2094185781200295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013461964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50134337,0.000500821,0.4642253,0.0005054219,0.00013875919,0.0003728905,0.003687002,0.003353748,0.025872601],"genre_scores_gemma":[0.91512364,0.00028721927,0.07642804,0.00009246911,0.000019199379,0.0006389649,0.0014309323,0.0002701018,0.00570941],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998659,0.000032113407,0.000006759306,0.000020517467,0.00004666813,0.000027974547],"domain_scores_gemma":[0.99920803,0.00049348065,0.00006539262,0.000045312863,0.00011090515,0.000076956385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040967428,0.00067737914,0.0007978795,0.00056184246,0.00050898665,0.0007897188,0.0019677193,0.0019133157,0.004274505],"category_scores_gemma":[0.001452802,0.00048131813,0.00068248145,0.00046170535,0.000597597,0.000727289,0.00075323007,0.0009727223,0.0004111375],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018673025,0.000019229426,0.0005162571,0.00001852847,0.000010053705,0.000028088049,0.000015919635,0.9970605,0.00054808153,0.0009033975,0.00010731349,0.0007538849],"study_design_scores_gemma":[0.000003127735,0.0000027009062,0.000032923454,9.815666e-7,0.0000010009989,0.0000022708257,0.0000028488541,0.999613,0.000092677445,0.00011508347,0.00013216035,0.0000013125522],"about_ca_topic_score_codex":0.016619124,"about_ca_topic_score_gemma":0.01243948,"teacher_disagreement_score":0.016619124,"about_ca_system_score_codex":0.0010514566,"about_ca_system_score_gemma":0.001501429,"threshold_uncertainty_score":0.033044755},"labels":[],"label_agreement":null},{"id":"W2013710182","doi":"10.2118/167295-pa","title":"Complexity Reduction of Multiphase Flows in Heterogeneous Porous Media","year":2015,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Reduction (mathematics); Dynamic mode decomposition; Computer science; Mathematical optimization; Context (archaeology); Interpolation (computer graphics); Projection (relational algebra); Multiphase flow; Benchmark (surveying); Porous medium; Model order reduction; Algorithm; Subspace topology; Grid; Flow (mathematics); Mathematics; Porosity; Mechanics; Engineering; Artificial intelligence","score_opus":0.07580507319092596,"score_gpt":0.3099773378601963,"score_spread":0.23417226466927038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013710182","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16142358,0.00008950347,0.83530873,0.00018490432,0.000021353828,0.000040119652,0.00005314205,0.00022101193,0.002657617],"genre_scores_gemma":[0.8341671,0.000081598344,0.16438448,0.000030980224,0.000012714232,0.00007470333,0.00007782873,0.0000567854,0.001113827],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999813,0.000075569864,0.0000064484925,0.000022644079,0.00006315081,0.000019133622],"domain_scores_gemma":[0.9994727,0.00033574342,0.00003812669,0.00006034259,0.00006788448,0.000025253565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046765042,0.00037991803,0.00040936816,0.00030811533,0.00028239706,0.0004893654,0.00046617165,0.0004080054,0.0006950596],"category_scores_gemma":[0.0013360981,0.00019649604,0.000562815,0.00017551833,0.00053274824,0.0005903024,0.0008851734,0.00072366936,0.000086657004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031680443,0.000027237862,0.00062106526,0.000025082478,0.000011744581,0.000041364663,0.00003208416,0.97365505,0.0053857323,0.009607228,0.0001421579,0.01041964],"study_design_scores_gemma":[0.0000011474784,0.0000026924206,0.000032851833,4.3469876e-7,3.3998288e-7,0.0000017643338,0.0000014670903,0.9986092,0.00038362402,0.00091824506,0.000047424535,6.9861557e-7],"about_ca_topic_score_codex":0.0027791404,"about_ca_topic_score_gemma":0.0018226547,"teacher_disagreement_score":0.0027791404,"about_ca_system_score_codex":0.00036663483,"about_ca_system_score_gemma":0.00047675034,"threshold_uncertainty_score":0.005525887},"labels":[],"label_agreement":null},{"id":"W2021636729","doi":"10.2118/148917-pa","title":"Effect of Methane Co-Injection in SAGD--Analytical and Simulation Study","year":2012,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Petroleum engineering; Overburden; Vapor quality; Methane; Secondary air injection; Environmental science; Steam-assisted gravity drainage; Fluid dynamics; Oil sands; Mechanics; Geology; Heat transfer; Materials science; Chemistry; Asphalt; Geotechnical engineering; Waste management; Heat flux; Engineering","score_opus":0.011668396541080615,"score_gpt":0.33032429000664415,"score_spread":0.31865589346556356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021636729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880967,0.00017973008,0.0049490817,0.00011411751,0.000023648954,0.000038260794,0.00031642133,0.00022602316,0.00605603],"genre_scores_gemma":[0.99834526,0.000048005113,0.0010956062,0.000007263021,0.0000014197802,0.00000841077,0.000053426855,0.000007997679,0.00043261066],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998735,0.000020566797,0.0000073554074,0.000018366498,0.0000402489,0.000039870345],"domain_scores_gemma":[0.99954563,0.00024194964,0.00006521383,0.000031368545,0.00008488195,0.000031015043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024534634,0.00040052785,0.0005216992,0.00055679,0.00036949172,0.0006219065,0.00048346436,0.0007324409,0.0015587898],"category_scores_gemma":[0.0006292936,0.00018257278,0.00056272006,0.0004069995,0.0004885326,0.0003284828,0.00034764793,0.00043287157,0.0001356819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032160603,0.00021343945,0.006206761,0.00017847978,0.00002325919,0.0004168533,0.00008060519,0.9618848,0.024174573,0.0010184579,0.00027024257,0.0052109347],"study_design_scores_gemma":[0.000014701503,0.000117085314,0.0009705311,0.000007295081,0.000008848017,0.000020317737,0.00004050518,0.9891312,0.009349333,0.00008636162,0.00024364771,0.000010132797],"about_ca_topic_score_codex":0.013225984,"about_ca_topic_score_gemma":0.0059701083,"teacher_disagreement_score":0.013225984,"about_ca_system_score_codex":0.0006840315,"about_ca_system_score_gemma":0.0004432098,"threshold_uncertainty_score":0.026297987},"labels":[],"label_agreement":null},{"id":"W2024721496","doi":"10.2118/106073-pa","title":"A General Unstructured-Grid, Equation-of-State-Based, Fully Implicit Thermal Simulator for Complex Reservoir Processes","year":2009,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Imperial Oil (Canada)","funders":"Imperial Oil Limited; University of Arizona; Ohio State University; Exxon Mobil Corporation","keywords":"Energy balance; Component (thermodynamics); Reservoir simulation; Grid; Computer science; Equation of state; Thermal; Simulation; Thermal energy; Balance equation; Unstructured grid; Petroleum engineering; Thermodynamics; Engineering; Mathematics; Geometry; Physics","score_opus":0.035163559295622954,"score_gpt":0.3033484513043004,"score_spread":0.26818489200867746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024721496","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11619674,0.00016017164,0.85165,0.00035379207,0.00008801837,0.000287354,0.0018511673,0.0033352454,0.026077503],"genre_scores_gemma":[0.65705425,0.0003222075,0.3218908,0.00013802641,0.000031401094,0.00060615264,0.0022965649,0.0008788504,0.016781759],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988985,0.000023284596,0.000007305556,0.00001532243,0.000050207607,0.000014019842],"domain_scores_gemma":[0.9998154,0.00006348906,0.000014748821,0.00003403251,0.000049709295,0.00002260715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025983242,0.00027156106,0.0004095776,0.00018765691,0.0003596744,0.00050282467,0.00084683846,0.0005847589,0.0031313745],"category_scores_gemma":[0.000807057,0.00031499483,0.00046718706,0.000268057,0.00040521304,0.00054569467,0.00073781837,0.00051790714,0.00056983484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018887271,0.00002033923,0.00047918965,0.000032679254,0.000008034251,0.000043918244,0.000033539767,0.98217404,0.0053201523,0.005147114,0.00082241854,0.0058996477],"study_design_scores_gemma":[0.000011862299,0.000006293078,0.0000728697,0.0000021830958,0.0000015824862,0.0000092190585,0.0000033667334,0.9962674,0.00081449206,0.0006350843,0.002171221,0.0000044371086],"about_ca_topic_score_codex":0.004177627,"about_ca_topic_score_gemma":0.0034012026,"teacher_disagreement_score":0.004177627,"about_ca_system_score_codex":0.00040942067,"about_ca_system_score_gemma":0.0015748469,"threshold_uncertainty_score":0.010475457},"labels":[],"label_agreement":null},{"id":"W2027627894","doi":"10.2118/157830-pa","title":"Investigation of Emulsion Flow in Steam-Assisted Gravity Drainage","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Steam-assisted gravity drainage; Emulsion; Petroleum engineering; Asphalt; Multiphase flow; Steam injection; Viscosity; Porous medium; Permeability (electromagnetism); Oil viscosity; Flow (mathematics); Oil sands; Materials science; Environmental science; Chemical engineering; Geology; Porosity; Geotechnical engineering; Chemistry; Mechanics; Engineering; Composite material","score_opus":0.010429343930057402,"score_gpt":0.21311355967605508,"score_spread":0.20268421574599768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027627894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98629606,0.000048441667,0.012876274,0.000018552957,0.000003699461,0.000013366801,0.000036052763,0.000056331533,0.00065119617],"genre_scores_gemma":[0.99655765,0.000039564853,0.0031230217,0.000003849052,7.784287e-7,0.0000061296632,0.000027449927,0.0000047292433,0.0002368008],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99995947,0.000006725376,0.0000024128901,0.0000066465923,0.00001675119,0.00000791865],"domain_scores_gemma":[0.99992096,0.00003858705,0.000013445124,0.0000063786447,0.000013139568,0.0000074838304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120462595,0.000118240205,0.00020425144,0.00016465015,0.00011217771,0.00018085005,0.0002040772,0.00014130783,0.0004516074],"category_scores_gemma":[0.00028744322,0.00007828336,0.00015022422,0.00011441636,0.0002584077,0.00018221262,0.00022536863,0.00014134328,0.000051464885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001824511,0.00007199889,0.00449159,0.00007971131,0.0000152123,0.00021309225,0.00007111408,0.13661729,0.8494603,0.0016147762,0.00005639816,0.0071260487],"study_design_scores_gemma":[0.00002626613,0.00015607984,0.0016555851,0.000003852737,0.0000066425423,0.000041476953,0.000019994857,0.7232883,0.27406454,0.00022487587,0.00050419,0.00000821342],"about_ca_topic_score_codex":0.0017413102,"about_ca_topic_score_gemma":0.00084473856,"teacher_disagreement_score":0.0017413102,"about_ca_system_score_codex":0.00031811994,"about_ca_system_score_gemma":0.0002687884,"threshold_uncertainty_score":0.0034623146},"labels":[],"label_agreement":null},{"id":"W2029516499","doi":"10.2118/69742-pa","title":"Experimental Modeling of the SAGD Process - Enhancing SAGD Performance with Periodic Stimulation of the Horizontal Producer","year":2001,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Steam-assisted gravity drainage; Injector; Steam injection; Petroleum engineering; Process (computing); Oil sands; Oil production; Thermal; Drainage; Environmental science; Geology; Materials science; Engineering; Meteorology; Mechanical engineering","score_opus":0.008068400141697999,"score_gpt":0.22458964431332842,"score_spread":0.21652124417163043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029516499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99513197,0.000053822714,0.0039205384,0.000016379676,0.0000038014557,0.000024814175,0.00015279371,0.000057473262,0.0006384518],"genre_scores_gemma":[0.997218,0.00005240935,0.0024166838,0.0000027706938,0.0000011648754,0.000016924325,0.000065274704,0.0000040633263,0.00022266699],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985874,0.000016055983,0.000009801581,0.00002456412,0.000063081156,0.000027742279],"domain_scores_gemma":[0.9998072,0.00006432059,0.000033735876,0.000029122051,0.00004953351,0.000016065142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021961871,0.00020961552,0.00031083415,0.00016254473,0.00019006977,0.0002572857,0.00033722597,0.00026483458,0.0012396938],"category_scores_gemma":[0.0003459057,0.00015739004,0.00020509567,0.00029693672,0.0002149445,0.00022193887,0.00020558594,0.00019730463,0.00017629658],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046528704,0.00013494254,0.0013920486,0.00013114951,0.000007531933,0.00015397716,0.0000810708,0.019068293,0.9723694,0.00022755329,0.000076377175,0.0058924607],"study_design_scores_gemma":[0.00004175087,0.0008802594,0.002907367,0.0000042860947,0.000009126288,0.00003235766,0.00004102941,0.07735641,0.91801894,0.00007500049,0.0006194266,0.000014048861],"about_ca_topic_score_codex":0.0012239798,"about_ca_topic_score_gemma":0.0008241373,"teacher_disagreement_score":0.0012396938,"about_ca_system_score_codex":0.00031397847,"about_ca_system_score_gemma":0.00017469969,"threshold_uncertainty_score":0.004147172},"labels":[],"label_agreement":null},{"id":"W2030342295","doi":"10.2118/110845-pa","title":"A Novel Hydraulic Fracturing Model Fully Coupled With Geomechanics and Reservoir Simulation","year":2009,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geomechanics; Hydraulic fracturing; Poromechanics; Geology; Petroleum engineering; Reservoir simulation; Fracture (geology); Geotechnical engineering; Fluid dynamics; Permeability (electromagnetism); Porous medium; Mechanics; Flow (mathematics); Porosity; Physics","score_opus":0.011325927767997571,"score_gpt":0.22748223144503016,"score_spread":0.2161563036770326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030342295","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2150442,0.0001916811,0.7576795,0.00040535835,0.00011896382,0.00021561686,0.00082031713,0.0019320732,0.023592327],"genre_scores_gemma":[0.92807436,0.00014826327,0.060565498,0.000081387894,0.00003522797,0.00031896087,0.0003405825,0.00014837841,0.0102874],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983025,0.000029867164,0.000011272562,0.00003724196,0.00006230874,0.00002898731],"domain_scores_gemma":[0.99977833,0.000086861975,0.00003135566,0.000029049788,0.00004885716,0.000025599285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022234893,0.00059265096,0.0007103494,0.00044866337,0.00041012204,0.0007983465,0.0015271548,0.001631169,0.0034092455],"category_scores_gemma":[0.0005902675,0.00051057443,0.0009329039,0.00027664067,0.00060341944,0.0007774138,0.0010130559,0.00066323736,0.00031723044],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001423825,0.000018579425,0.00027569433,0.000010710881,0.000009601887,0.00003702367,0.000012847469,0.99457103,0.0013460349,0.0017689641,0.000089896464,0.0018454075],"study_design_scores_gemma":[0.0000036046715,0.0000044691633,0.00003987575,8.6234684e-7,0.000001800385,0.000003924928,0.0000013552332,0.9994161,0.000136294,0.00022184601,0.00016773131,0.0000021267826],"about_ca_topic_score_codex":0.017700588,"about_ca_topic_score_gemma":0.009799521,"teacher_disagreement_score":0.017700588,"about_ca_system_score_codex":0.0007438471,"about_ca_system_score_gemma":0.0012627484,"threshold_uncertainty_score":0.035195112},"labels":[],"label_agreement":null},{"id":"W2035272326","doi":"10.2118/159170-pa","title":"A Basis for Automated Control of Steam Trap Subcool in SAGD","year":2012,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Shell Canada","keywords":"Steam-assisted gravity drainage; Steam injection; Trap (plumbing); Petroleum engineering; Controller (irrigation); Thermal; Engineering; Oil sands; Environmental engineering; Materials science; Thermodynamics","score_opus":0.019568099657062816,"score_gpt":0.29174542648493645,"score_spread":0.27217732682787366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035272326","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027076127,0.000036019996,0.96715707,0.000093226896,0.000031251944,0.000067265464,0.000046708745,0.001147062,0.004345295],"genre_scores_gemma":[0.8197671,0.000050655934,0.1780711,0.0000403941,0.000010241493,0.00016406811,0.000083997256,0.00008265464,0.0017298508],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997955,0.000034377077,0.000013859664,0.00003424175,0.00009094822,0.00003119061],"domain_scores_gemma":[0.99976176,0.00007852548,0.000031148982,0.00004399817,0.000069912654,0.000014637838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041193017,0.00027371148,0.00042102588,0.00026472704,0.00034050838,0.0006004588,0.0006785904,0.00035009047,0.0023059456],"category_scores_gemma":[0.00089793035,0.00026703055,0.0003209099,0.00013379814,0.0005314955,0.0003843615,0.0006595675,0.00052032655,0.00035019527],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009048924,0.00008569841,0.0008596825,0.00007125106,0.000020000345,0.00006108629,0.00008599625,0.87885964,0.039446693,0.026534753,0.0007060238,0.053178623],"study_design_scores_gemma":[0.0000055041382,0.000015855798,0.000063988686,0.0000026085943,0.0000014632358,0.0000031534807,0.0000029346224,0.99604815,0.0019523342,0.0012734133,0.0006281852,0.0000024170274],"about_ca_topic_score_codex":0.0031769972,"about_ca_topic_score_gemma":0.0033604424,"teacher_disagreement_score":0.0031769972,"about_ca_system_score_codex":0.0004461807,"about_ca_system_score_gemma":0.0007987155,"threshold_uncertainty_score":0.007714212},"labels":[],"label_agreement":null},{"id":"W2036583010","doi":"10.2118/65106-pa","title":"Generalized 3D Analytical Model for Transient Flow in Compartmentalized Reservoirs","year":2000,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Compartment (ship); Transient (computer programming); Geology; Flow (mathematics); Drawdown (hydrology); Mechanics; Transient flow; Channel (broadcasting); Petroleum engineering; Limiting; Geotechnical engineering; Aquifer; Computer science; Engineering; Physics; Groundwater","score_opus":0.04352897152581577,"score_gpt":0.315010298267922,"score_spread":0.27148132674210623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036583010","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12772326,0.00026622252,0.85855407,0.0003556407,0.000058456677,0.0000815644,0.00070973946,0.00073558005,0.01151542],"genre_scores_gemma":[0.9606086,0.00029738728,0.027350238,0.000088770954,0.000024982943,0.00028746374,0.0003476181,0.000106252824,0.010888692],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999858,0.000033864082,0.0000079970805,0.000032690397,0.000036055313,0.000031460542],"domain_scores_gemma":[0.9997873,0.00007377228,0.000036674577,0.000022627391,0.00006010166,0.000019580099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002536449,0.00049729145,0.0005815801,0.00052085007,0.00043182104,0.00094155496,0.0012282378,0.0012660893,0.0020052467],"category_scores_gemma":[0.00069159025,0.00043701602,0.0008017822,0.000502117,0.00089826836,0.00081441435,0.00074637635,0.0006042223,0.00034524052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013083113,0.0000041596904,0.00019076499,0.000010451618,0.0000047320136,0.000058328867,0.000024510588,0.99126476,0.0017045569,0.0058005746,0.00010375135,0.0008204384],"study_design_scores_gemma":[0.0000020181292,0.0000022030363,0.00003893481,0.0000012136146,0.0000015352005,0.000008419705,0.000003922516,0.99878854,0.00014918266,0.00082875224,0.00017279253,0.0000024365722],"about_ca_topic_score_codex":0.013297066,"about_ca_topic_score_gemma":0.0049691033,"teacher_disagreement_score":0.013297066,"about_ca_system_score_codex":0.0013028639,"about_ca_system_score_gemma":0.001087989,"threshold_uncertainty_score":0.026439369},"labels":[],"label_agreement":null},{"id":"W2039544265","doi":"10.2118/97803-pa","title":"Novel Techniques for Measuring Heavy-Oil Fluid Properties","year":2007,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canada Research Chairs; Porous Media Laboratory; University of Calgary","keywords":"Petroleum engineering; Gas oil ratio; Oil viscosity; Oil field; Enhanced oil recovery; Fossil fuel; Volume (thermodynamics); Viscosity; Oil production; Chemistry; Materials science; Thermodynamics; Geology; Composite material; Physics; Organic chemistry","score_opus":0.039459453197087394,"score_gpt":0.2415927800520055,"score_spread":0.20213332685491808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039544265","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34507406,0.0029080512,0.6457572,0.0002188121,0.00012456461,0.00018213537,0.00070001243,0.001468401,0.0035668574],"genre_scores_gemma":[0.61892146,0.0017168281,0.37627125,0.00009164658,0.000058843238,0.0003880063,0.00027071606,0.00008442951,0.002196816],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995104,0.00006349408,0.000031177733,0.00010228402,0.00026325954,0.000029368148],"domain_scores_gemma":[0.9991429,0.00029777645,0.00020285182,0.00010801248,0.00021290968,0.000035510267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005389975,0.00048223312,0.00034867355,0.0012439134,0.00031880703,0.0004530434,0.0006971808,0.0005700529,0.0014618392],"category_scores_gemma":[0.0011729521,0.00042543866,0.00017382766,0.00068675436,0.0005426105,0.0010304772,0.000558092,0.00081539043,0.0004968442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000311485,0.00001564956,0.0008105966,0.00011495137,0.000005513058,0.000030158415,0.00003575118,0.00030129915,0.98343396,0.000396666,0.00009367985,0.014730645],"study_design_scores_gemma":[0.000007366592,0.000109563036,0.0022776164,0.000015173658,0.000013493697,0.00027518548,0.00003413969,0.009645535,0.9851253,0.00029035096,0.002188381,0.000017770892],"about_ca_topic_score_codex":0.00049024576,"about_ca_topic_score_gemma":0.00089856674,"teacher_disagreement_score":0.0014618392,"about_ca_system_score_codex":0.0002963041,"about_ca_system_score_gemma":0.00033680265,"threshold_uncertainty_score":0.0048903227},"labels":[],"label_agreement":null},{"id":"W2039829208","doi":"10.2118/167258-pa","title":"Understanding the Convection Heat-Transfer Mechanism in the Steam-Assisted-Gravity-Drainage Process","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Steam-assisted gravity drainage; Heat transfer; Thermal conduction; Convection; Asphalt; Convective heat transfer; Mechanics; Heat flux; Steam injection; Flow (mathematics); Petroleum engineering; Natural convection; Thermodynamics; Geology; Chemistry; Oil sands; Materials science; Physics","score_opus":0.03184191413709924,"score_gpt":0.2454571913166737,"score_spread":0.21361527717957446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039829208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81870335,0.0077098752,0.14077951,0.0021936542,0.00030048934,0.00023619579,0.00026825818,0.0003027527,0.029505882],"genre_scores_gemma":[0.993206,0.0010616264,0.003064002,0.00005243144,0.000037606955,0.0000306545,0.000043696742,0.0000151669765,0.0024887945],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999093,0.000011899068,0.0000050583963,0.000024199186,0.000021876574,0.000027687725],"domain_scores_gemma":[0.9998877,0.000046842648,0.000022058279,0.000008101796,0.000023030925,0.000012322935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020804052,0.00045610435,0.00050261663,0.00044100612,0.0005597843,0.00092575484,0.0007483267,0.0010180091,0.0021636393],"category_scores_gemma":[0.0005572774,0.00039162583,0.0006035581,0.00023995899,0.0010451971,0.0021104089,0.0006960352,0.0008039786,0.00038935902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025552284,0.00038518937,0.014370845,0.001193137,0.00007647511,0.0019408357,0.0011221325,0.5497318,0.21955208,0.18232884,0.0022897527,0.026753467],"study_design_scores_gemma":[0.000024636833,0.00004524938,0.0035266697,0.000026513235,0.00001715497,0.00016046429,0.00014616753,0.96446633,0.009156964,0.020628812,0.0017621455,0.00003891299],"about_ca_topic_score_codex":0.008221854,"about_ca_topic_score_gemma":0.001876325,"teacher_disagreement_score":0.008221854,"about_ca_system_score_codex":0.0011566905,"about_ca_system_score_gemma":0.0007440598,"threshold_uncertainty_score":0.016348004},"labels":[],"label_agreement":null},{"id":"W2039836092","doi":"10.2118/149223-pa","title":"A New Unified Diffusion—Viscous-Flow Model Based on Pore-Level Studies of Tight Gas Formations","year":2012,"lang":"en","type":"article","venue":"SPE Journal","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Porous medium; Mechanics; Flow (mathematics); Tight gas; Isothermal flow; Microscale chemistry; Permeability (electromagnetism); Hele-Shaw flow; Slippage; Fluid dynamics; Geology; Geotechnical engineering; Porosity; Open-channel flow; Materials science; Physics; Chemistry; Mathematics","score_opus":0.0679554886232234,"score_gpt":0.3020396133671962,"score_spread":0.2340841247439728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039836092","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24632595,0.00045141924,0.73305166,0.00075801,0.00014711655,0.00013530023,0.00035705214,0.00043147008,0.018342009],"genre_scores_gemma":[0.962664,0.0002535128,0.029459817,0.000091546164,0.00003936274,0.00015055599,0.000117562624,0.000080150865,0.007143439],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979097,0.000046876234,0.000015504056,0.000051198025,0.000052423697,0.00004309608],"domain_scores_gemma":[0.9997477,0.00008359164,0.000040854244,0.000028541644,0.000055822333,0.00004348845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004639259,0.00042336,0.000823523,0.00074887037,0.0006572339,0.0011658337,0.0017127906,0.0012558396,0.0014901942],"category_scores_gemma":[0.00096906617,0.00045723355,0.0010508618,0.0004820114,0.0012103186,0.002126538,0.00094331,0.00074430055,0.00022801112],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013709828,0.000018991546,0.0005245528,0.000014551593,0.0000087116705,0.000050080074,0.000043810738,0.9612832,0.0026171408,0.033654884,0.0001354922,0.0016349348],"study_design_scores_gemma":[0.0000027860142,0.000005367991,0.00008496401,0.0000018214497,0.000002555001,0.000005000322,0.000005858878,0.9975471,0.0001771086,0.0019247604,0.00023903494,0.0000036840993],"about_ca_topic_score_codex":0.024448212,"about_ca_topic_score_gemma":0.0118958885,"teacher_disagreement_score":0.024448212,"about_ca_system_score_codex":0.0019065231,"about_ca_system_score_gemma":0.0017053987,"threshold_uncertainty_score":0.04861182},"labels":[],"label_agreement":null},{"id":"W2041875227","doi":"10.2118/164547-pa","title":"Evaluation of Well Performance for the Slot-Drill Completion in Low- and Ultralow-Permeability Oil and Gas Reservoirs","year":2014,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalcor Energy (Canada)","funders":"","keywords":"Petroleum engineering; Oil shale; Drill; Permeability (electromagnetism); Hydraulic fracturing; Tight gas; Discretization; Reservoir simulation; Water saturation; Tight oil; Relative permeability; Geology; Petrophysics; Porosity; Geotechnical engineering; Mathematics; Engineering; Mechanical engineering; Chemistry","score_opus":0.016868773384331424,"score_gpt":0.24678751226949014,"score_spread":0.2299187388851587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041875227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99001807,0.00007460585,0.008691676,0.000029497212,0.000008046957,0.000026646123,0.000107955806,0.00009912366,0.0009443493],"genre_scores_gemma":[0.9965503,0.00003508213,0.0031316376,0.000002210941,4.4290056e-7,0.000009612182,0.00004823636,0.000005203226,0.00021714844],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99982834,0.000026013317,0.000013787584,0.000026794542,0.00006664281,0.000038353784],"domain_scores_gemma":[0.99932075,0.00029492078,0.00009935145,0.000066010376,0.0001498815,0.00006916152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050830084,0.00028312518,0.00046287218,0.00044263538,0.00032887602,0.0005338594,0.00058177026,0.000579091,0.0012539111],"category_scores_gemma":[0.0010362141,0.00018425076,0.00034138272,0.00033791433,0.00045113903,0.0005037267,0.0003761101,0.0003739152,0.00014194431],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005457236,0.00031203488,0.012074424,0.00015184628,0.000025243642,0.00026334045,0.0001484625,0.84632957,0.12650624,0.001284341,0.00018866135,0.012170112],"study_design_scores_gemma":[0.000030864147,0.00095632504,0.0046847616,0.000011085858,0.000014463941,0.000040800354,0.00012426724,0.9158562,0.07766643,0.00022218878,0.00036654648,0.000026014517],"about_ca_topic_score_codex":0.0045293067,"about_ca_topic_score_gemma":0.0043992377,"teacher_disagreement_score":0.0045293067,"about_ca_system_score_codex":0.00050698256,"about_ca_system_score_gemma":0.00051834027,"threshold_uncertainty_score":0.009005845},"labels":[],"label_agreement":null},{"id":"W2044373942","doi":"10.2118/173188-pa","title":"Assessing the Biotreatability of Produced Water From a Qatari Gas Field","year":2014,"lang":"en","type":"article","venue":"SPE Journal","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Environmental science; Pulp and paper industry; Total suspended solids; Membrane bioreactor; Suspended solids; Chemical oxygen demand; Produced water; Refinery; Reuse; Sewage treatment; Wastewater; Activated sludge; Residence time (fluid dynamics); Water treatment; Chemistry; Waste management; Environmental engineering","score_opus":0.019430529371359525,"score_gpt":0.27675081357499864,"score_spread":0.2573202842036391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044373942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987419,0.000080297694,0.00059967383,0.000017373148,0.0000028735394,0.00002909133,0.00019331722,0.0000074212785,0.00032812345],"genre_scores_gemma":[0.99585944,0.0002079793,0.0019272622,0.000051324318,0.0000032504795,0.00004992217,0.00078694406,0.000006885952,0.0011070084],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998179,0.000034634853,0.000012502709,0.00004679763,0.00005296887,0.000035236753],"domain_scores_gemma":[0.999845,0.0000456391,0.000038715785,0.000008261915,0.00004556195,0.000016837146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003813752,0.00044905726,0.00026338067,0.0003067755,0.00036906396,0.00057765224,0.00021702546,0.00040145693,0.00071503274],"category_scores_gemma":[0.00030000022,0.00012291274,0.00034856785,0.00033204604,0.00024071652,0.00029186162,0.00018054474,0.0004113488,0.00018379929],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017005946,0.00006746735,0.0042285435,0.00006205729,0.00001451398,0.000038611484,0.000064472166,0.00047174786,0.9927233,0.000018249248,0.000026482678,0.0021145549],"study_design_scores_gemma":[0.000019979068,0.0021323725,0.06467636,0.000015960271,0.000048286987,0.00006411657,0.0001954864,0.0021997362,0.929892,0.000032711112,0.00071162643,0.000011301014],"about_ca_topic_score_codex":0.010367355,"about_ca_topic_score_gemma":0.01121828,"teacher_disagreement_score":0.010367355,"about_ca_system_score_codex":0.0007115053,"about_ca_system_score_gemma":0.00049048295,"threshold_uncertainty_score":0.020614028},"labels":[],"label_agreement":null},{"id":"W2044559487","doi":"10.2118/86195-pa","title":"New Analytical Solutions for Predicting Pressure Distribution and Transient Behavior in Wedges and Truncated Wedges","year":2003,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Transient (computer programming); Distribution (mathematics); Mechanics; Transient analysis; Geology; Mathematics; Applied mathematics; Mathematical analysis; Computer science; Engineering; Physics; Transient response","score_opus":0.013138091198849464,"score_gpt":0.23836764180490008,"score_spread":0.22522955060605063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044559487","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03748735,0.00013820996,0.95731425,0.000091144095,0.000029498358,0.000027375138,0.00003854127,0.0003263395,0.0045472914],"genre_scores_gemma":[0.791681,0.0006596192,0.20167437,0.00006682502,0.000051610707,0.00010896196,0.0001271091,0.00017559751,0.0054549505],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998745,0.000021921172,0.000010017406,0.000015201507,0.000064261585,0.000014181556],"domain_scores_gemma":[0.9995086,0.00022054595,0.000047687496,0.000031809766,0.00016885334,0.00002255659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043699457,0.00037265848,0.00039362942,0.000587209,0.00019818419,0.0004603726,0.00066062907,0.00058847695,0.0015407152],"category_scores_gemma":[0.0025448485,0.00023535204,0.00036497854,0.0004446914,0.00057221897,0.0010140477,0.0004705938,0.0005677057,0.00033377353],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032121283,0.000065591936,0.0008946714,0.00012702469,0.000009444838,0.00037933004,0.00015049668,0.8760448,0.024784883,0.04004971,0.0009974957,0.056464497],"study_design_scores_gemma":[0.0000018388305,0.0000062475624,0.000034811925,0.000004709777,9.4947984e-7,0.000024402923,0.000011456491,0.9967315,0.0010872708,0.0018820021,0.00021309541,0.0000017648631],"about_ca_topic_score_codex":0.001046007,"about_ca_topic_score_gemma":0.00076860416,"teacher_disagreement_score":0.0015407152,"about_ca_system_score_codex":0.00024464997,"about_ca_system_score_gemma":0.00049145805,"threshold_uncertainty_score":0.005154252},"labels":[],"label_agreement":null},{"id":"W2046149865","doi":"10.2118/146898-pa","title":"The Role of Geomechanical Observation in Continuous Updating of Thermal-Recovery Simulations With the Ensemble Kalman Filter","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Shell (Canada)","funders":"CMG Reservoir Simulation Foundation","keywords":"Geomechanics; Ensemble Kalman filter; Petroleum engineering; Geology; Process (computing); Data assimilation; Kalman filter; Matching (statistics); Computer science; Geotechnical engineering; Extended Kalman filter; Meteorology; Artificial intelligence","score_opus":0.012194446390679693,"score_gpt":0.23272774821093187,"score_spread":0.2205333018202522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046149865","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3309865,0.00015023719,0.6664766,0.00019402945,0.000043632506,0.000036899284,0.00009691351,0.00040983103,0.0016052529],"genre_scores_gemma":[0.9631657,0.0000419741,0.036392767,0.00001571957,0.000009607413,0.0000269305,0.00004393842,0.000019103816,0.00028426366],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973947,0.00009862147,0.000023930761,0.000045234134,0.00006886832,0.000023776774],"domain_scores_gemma":[0.99872464,0.00072389736,0.00017710742,0.00012788104,0.00020930119,0.00003707869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009984062,0.00032138417,0.0004332503,0.00025444297,0.000250895,0.00052435463,0.0004953867,0.00056195766,0.00046587785],"category_scores_gemma":[0.0037147384,0.00026346053,0.00030939523,0.00027560478,0.0003252175,0.00097228965,0.00049344526,0.00052833586,0.00008262376],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007337019,0.000029256233,0.0033758252,0.000021279126,0.00002717886,0.000024664827,0.000045224308,0.9695291,0.0034113443,0.0010028454,0.00008488394,0.02237512],"study_design_scores_gemma":[0.0000019121594,0.000006122179,0.000263987,0.0000011409818,0.0000024539645,0.0000014335486,0.0000018585924,0.99896777,0.0006231436,0.00008809302,0.000040450876,0.0000017754578],"about_ca_topic_score_codex":0.015049222,"about_ca_topic_score_gemma":0.012414655,"teacher_disagreement_score":0.015049222,"about_ca_system_score_codex":0.00037589823,"about_ca_system_score_gemma":0.0007302966,"threshold_uncertainty_score":0.02992326},"labels":[],"label_agreement":null},{"id":"W2046240263","doi":"10.2118/162548-pa","title":"Determination of Fracture Conductivity in Tight Formations With Non-Darcy Flow Behavior","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; Petroleum Technology Research Centre","keywords":"Darcy's law; Hydraulic conductivity; Mechanics; Hydraulic fracturing; Permeability (electromagnetism); Fracture (geology); Discretization; Flow (mathematics); Geotechnical engineering; Tight gas; Conductivity; Geology; Darcy–Weisbach equation; Porous medium; Materials science; Mathematics; Porosity; Mathematical analysis; Soil science; Physics; Chemistry","score_opus":0.005765164259244688,"score_gpt":0.21636388941442886,"score_spread":0.21059872515518416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046240263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7046994,0.00019150999,0.29374164,0.000041963576,0.000007164614,0.000023745062,0.000058442238,0.00019997035,0.0010361357],"genre_scores_gemma":[0.9895355,0.00004973585,0.010169411,0.000005464475,0.0000010382294,0.000009073141,0.000019286326,0.000005402743,0.00020504527],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999759,0.000040036084,0.00002110319,0.000050855557,0.00009328966,0.000035660756],"domain_scores_gemma":[0.9994942,0.00019337465,0.00014457038,0.00006023051,0.000074556054,0.000033072407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005868073,0.00031581425,0.00043342507,0.00089777674,0.00032613936,0.00054777996,0.00045304318,0.00043781556,0.0002622248],"category_scores_gemma":[0.001469387,0.00025348895,0.00028655285,0.00044488074,0.00081255357,0.000810104,0.000797232,0.0005054597,0.000061135055],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087502995,0.00007548145,0.02003437,0.00011319399,0.000024605088,0.0005518353,0.0002369262,0.7507584,0.19609115,0.008213811,0.00010125474,0.023711449],"study_design_scores_gemma":[0.0000071423215,0.00009824811,0.009248442,0.000013627713,0.000012949168,0.00023621127,0.00010957692,0.93920475,0.04761907,0.0030419377,0.00037921302,0.000028815775],"about_ca_topic_score_codex":0.0021400861,"about_ca_topic_score_gemma":0.0026778053,"teacher_disagreement_score":0.0021400861,"about_ca_system_score_codex":0.00049819006,"about_ca_system_score_gemma":0.000552727,"threshold_uncertainty_score":0.004255295},"labels":[],"label_agreement":null},{"id":"W2051572302","doi":"10.2118/108190-pa","title":"Transient Flow in Discretely Fractured Porous Media","year":2009,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Geology; Porous medium; Mechanics; Transient (computer programming); Displacement (psychology); Flow (mathematics); Azimuth; Fracture (geology); Geotechnical engineering; Hydraulic conductivity; Porosity; Hydraulic fracturing; Pressure gradient; Yield (engineering); Materials science; Geometry; Soil science; Physics; Mathematics","score_opus":0.005999379051307792,"score_gpt":0.20962668408132004,"score_spread":0.20362730503001225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051572302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56294805,0.00029437672,0.42465916,0.00045470745,0.000058678565,0.000060237307,0.0002737322,0.00057096,0.010680096],"genre_scores_gemma":[0.99125016,0.000066576664,0.00580094,0.000021480791,0.000008824144,0.000034598666,0.000040881772,0.000022035392,0.0027545267],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998454,0.000036435147,0.0000070844853,0.000027043476,0.00004921117,0.00003490999],"domain_scores_gemma":[0.99959105,0.00020439099,0.00007000985,0.000037605536,0.00006165852,0.00003534398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026705625,0.00036494128,0.0005629687,0.0004294622,0.00044736976,0.0010483399,0.0007832178,0.00087242,0.00086040946],"category_scores_gemma":[0.0010387122,0.0003696529,0.00061120605,0.00027438326,0.0019498662,0.0009886666,0.0006774773,0.00068047165,0.00010762138],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000414477,0.000024779405,0.0006003097,0.00001709594,0.0000070812694,0.00011981413,0.0000487884,0.9789275,0.004229518,0.01473916,0.00008897115,0.0011555039],"study_design_scores_gemma":[0.0000055319506,0.0000057686393,0.00006649,9.0647256e-7,0.0000011601958,0.000009820678,0.0000060370126,0.99797064,0.00032974963,0.0015383142,0.00006294721,0.0000024986703],"about_ca_topic_score_codex":0.008756697,"about_ca_topic_score_gemma":0.0027622918,"teacher_disagreement_score":0.008756697,"about_ca_system_score_codex":0.0018144051,"about_ca_system_score_gemma":0.00079658563,"threshold_uncertainty_score":0.01741147},"labels":[],"label_agreement":null},{"id":"W2053588599","doi":"10.2118/163814-pa","title":"Prediction of Stimulated Reservoir Volume and Optimization of Fracturing in Tight Gas and Shale With a Fully Elasto-Plastic Coupled Geomechanical Model","year":2014,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tight gas; Microseism; Hydraulic fracturing; Geomechanics; Geology; Shear (geology); Oil shale; Petroleum engineering; Fracture (geology); Volume (thermodynamics); Shale gas; Mechanics; Geotechnical engineering; Seismology; Petrology; Physics","score_opus":0.006733811419279438,"score_gpt":0.18552150769526132,"score_spread":0.17878769627598187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053588599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8872572,0.00015592056,0.10112099,0.0002595034,0.000027288903,0.00009377292,0.00040919674,0.0003964271,0.0102796685],"genre_scores_gemma":[0.9926594,0.00003161593,0.005772195,0.000017964958,0.0000034332465,0.00006836,0.00008029957,0.00002422998,0.0013426222],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999021,0.000026076887,0.000005511458,0.00001650497,0.000022142609,0.000027604663],"domain_scores_gemma":[0.9995484,0.0002693365,0.00006114989,0.000021105743,0.000055268876,0.000044750755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034646594,0.00053040334,0.00056105613,0.00040527503,0.00031458758,0.0007398049,0.0006233069,0.0016468177,0.0011621331],"category_scores_gemma":[0.0010007808,0.00041899813,0.00060030486,0.000247148,0.0007287258,0.0003296957,0.0005790391,0.0005359419,0.0001236372],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068525737,0.000006245453,0.000292061,0.000004053114,0.0000023856494,0.000014351774,0.000003955695,0.9990164,0.00022996345,0.00016233025,0.000014824189,0.00024647606],"study_design_scores_gemma":[0.0000015586573,0.0000034609127,0.00007184523,6.266643e-7,6.138699e-7,0.0000010355227,0.000002115218,0.99979335,0.00006433099,0.000047259233,0.000012766426,0.000001053422],"about_ca_topic_score_codex":0.0170266,"about_ca_topic_score_gemma":0.00979502,"teacher_disagreement_score":0.0170266,"about_ca_system_score_codex":0.0006559094,"about_ca_system_score_gemma":0.001125014,"threshold_uncertainty_score":0.03385502},"labels":[],"label_agreement":null},{"id":"W2054222395","doi":"10.2118/156555-pa","title":"An Integrated Horizontal- and Vertical-Flow Simulation With Application to Wax Precipitation","year":2015,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Flow (mathematics); Multiphase flow; Wax; Work (physics); Mechanics; Wellbore; Petroleum engineering; Precipitation; Computer science; Simulation; Geology; Materials science; Mechanical engineering; Engineering; Meteorology; Physics","score_opus":0.017433448012953257,"score_gpt":0.29162331316294543,"score_spread":0.27418986514999216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054222395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.768492,0.00006354086,0.21944247,0.00014395954,0.0000384751,0.00016915926,0.00036688507,0.0009933648,0.010290184],"genre_scores_gemma":[0.9627599,0.000035305584,0.035394054,0.000009797987,0.0000040134464,0.000074330776,0.000115493596,0.000041247014,0.0015658484],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990344,0.000021110081,0.0000069095777,0.000016407186,0.00003227587,0.000019816984],"domain_scores_gemma":[0.99975985,0.00010234975,0.00002259223,0.000023927916,0.000062031155,0.000029220017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036312905,0.00030483003,0.00044227726,0.0002446941,0.00035225906,0.00049882155,0.0005439804,0.0004734676,0.0013542823],"category_scores_gemma":[0.0006551179,0.00026841837,0.00041494617,0.00029416406,0.00034079287,0.00045580245,0.000614532,0.0004866338,0.00014068387],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022432629,0.000024540832,0.0011151681,0.000009360064,0.000004331433,0.000032180822,0.00002538575,0.99145484,0.0029678144,0.0013802133,0.000055492437,0.002908278],"study_design_scores_gemma":[0.000005888473,0.000011303814,0.00010560673,7.4773914e-7,0.0000011833879,0.0000019794466,0.000004907702,0.99885917,0.0007775061,0.00011365552,0.00011616121,0.0000019158922],"about_ca_topic_score_codex":0.021111408,"about_ca_topic_score_gemma":0.0108229555,"teacher_disagreement_score":0.021111408,"about_ca_system_score_codex":0.00065849815,"about_ca_system_score_gemma":0.0019607767,"threshold_uncertainty_score":0.041977048},"labels":[],"label_agreement":null},{"id":"W2054998666","doi":"10.2118/133500-pa","title":"Sand on Demand: A Laboratory Investigation on Improving Productivity in Horizontal Wells Under Heavy-Oil Primary Production—Part II","year":2012,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Alberta Innovates","funders":"","keywords":"Oil sands; Oil production; Petroleum engineering; Geology; Productivity; Environmental science; Permeability (electromagnetism); Geotechnical engineering; Production (economics); Mining engineering; Materials science; Asphalt","score_opus":0.010574714919566297,"score_gpt":0.20412487051771697,"score_spread":0.19355015559815067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054998666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983557,0.000022725628,0.0010770836,0.000020215426,0.0000055495643,0.000059664297,0.00009534973,0.000024877212,0.00033878177],"genre_scores_gemma":[0.9911775,0.00008563074,0.0069241375,0.000024412042,0.0000076249075,0.00013650113,0.00019141515,0.000016776246,0.0014358766],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992453,0.00011362152,0.00005227006,0.00020995924,0.00020242097,0.00017644091],"domain_scores_gemma":[0.99899596,0.000320223,0.00019571254,0.00013698032,0.00018274908,0.00016834558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005490036,0.00058787037,0.00057819096,0.0002634874,0.00066720543,0.0005242947,0.0008284142,0.00045511324,0.0013053953],"category_scores_gemma":[0.000743631,0.0002619824,0.00057636143,0.00026783012,0.000570509,0.0003258357,0.0005813908,0.0008788238,0.00025033348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059430115,0.0021739535,0.0013227578,0.000110082685,0.000013666311,0.00013312792,0.00022734478,0.0013361769,0.9889909,0.000097468626,0.00007987398,0.0049204216],"study_design_scores_gemma":[0.00009260159,0.017668547,0.0033467016,0.000006967024,0.000029222425,0.000040924362,0.000283989,0.0031869477,0.9747157,0.000070513706,0.000535022,0.000022965398],"about_ca_topic_score_codex":0.0042269584,"about_ca_topic_score_gemma":0.0043422645,"teacher_disagreement_score":0.0042269584,"about_ca_system_score_codex":0.000712573,"about_ca_system_score_gemma":0.0008505178,"threshold_uncertainty_score":0.008404672},"labels":[],"label_agreement":null},{"id":"W2056186719","doi":"10.2118/87339-pa","title":"Coupled Geomechanics and Reservoir Simulation","year":2003,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Geomechanics; Reservoir simulation; Field (mathematics); Computer science; Scale (ratio); Geology; Petroleum engineering; Computational science; Geotechnical engineering; Mathematics","score_opus":0.01068298677853856,"score_gpt":0.23281902889738806,"score_spread":0.2221360421188495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056186719","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14929715,0.00009548611,0.82472444,0.00025651196,0.00006410335,0.00029601256,0.00036617726,0.0011423555,0.023757707],"genre_scores_gemma":[0.8749403,0.00009884349,0.11575768,0.000100428195,0.000028058023,0.0004210217,0.00030849467,0.00015448802,0.008190737],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993892,0.00016427306,0.0000306008,0.000096258715,0.00025045304,0.0000692273],"domain_scores_gemma":[0.99954706,0.00016107263,0.000046756584,0.00007992234,0.0001207154,0.00004449227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054406154,0.00042195307,0.0008120087,0.00054855295,0.0004933326,0.00089257734,0.0013651899,0.00080171373,0.0044858074],"category_scores_gemma":[0.0013622417,0.00043766454,0.000814738,0.00046370242,0.00066871603,0.00089916575,0.0021439877,0.0007058709,0.0005494329],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026563232,0.00004010856,0.00086688047,0.000023605673,0.000034586294,0.00006946945,0.00004220396,0.97941303,0.0030665437,0.008765842,0.0002966681,0.0073544635],"study_design_scores_gemma":[0.000008452693,0.000010607797,0.0001422812,0.0000017775639,0.000004343528,0.00000790025,0.000005142487,0.99702436,0.0005068133,0.0017222277,0.00056197215,0.000004135452],"about_ca_topic_score_codex":0.01008039,"about_ca_topic_score_gemma":0.006694345,"teacher_disagreement_score":0.01008039,"about_ca_system_score_codex":0.00077352754,"about_ca_system_score_gemma":0.002141126,"threshold_uncertainty_score":0.020043433},"labels":[],"label_agreement":null},{"id":"W2057633354","doi":"10.2118/58957-pa","title":"Quantitative Study of the Applicability of Fiber-Optic Gyroscopes for MWD Borehole Surveying","year":2000,"lang":"en","type":"article","venue":"SPE Journal","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Directional drilling; Accelerometer; Magnetometer; Vibration; Gyroscope; Drill; Shock (circulatory); Acoustics; Drill pipe; Noise (video); Azimuth; Measurement while drilling; Drilling; Engineering; Geology; Magnetic field; Mechanical engineering; Optics; Aerospace engineering; Physics; Computer science","score_opus":0.01840734325508344,"score_gpt":0.25467774898205753,"score_spread":0.23627040572697408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057633354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95253843,0.00084912736,0.04333458,0.0000945661,0.000035431123,0.00008193371,0.00034353108,0.00026066977,0.0024617244],"genre_scores_gemma":[0.9942206,0.000096555035,0.0053731445,0.000009141555,0.0000066531416,0.000018780953,0.00006907997,0.000004914775,0.0002011804],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998357,0.00068557815,0.00007249892,0.00016167173,0.00062060694,0.00010260792],"domain_scores_gemma":[0.9904917,0.0065543456,0.00055909506,0.00056194206,0.0017459904,0.0000869304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019197344,0.00029818097,0.00017045798,0.0009062401,0.00019066186,0.00026073275,0.00027338782,0.0004900729,0.0010162799],"category_scores_gemma":[0.01259938,0.0001322035,0.00016373972,0.0005157175,0.00033473907,0.0005666515,0.0002937053,0.000126335,0.00017161736],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017067568,0.0001458961,0.17714874,0.0009662991,0.00014493671,0.00035813625,0.0005956686,0.08465937,0.2801399,0.0016978456,0.0009020562,0.4515343],"study_design_scores_gemma":[0.00007005872,0.002717915,0.44578186,0.0001651027,0.00017885769,0.0010292521,0.0007439637,0.3448792,0.19563614,0.0010100032,0.007683501,0.00010418926],"about_ca_topic_score_codex":0.0020444666,"about_ca_topic_score_gemma":0.0019561232,"teacher_disagreement_score":0.0020444666,"about_ca_system_score_codex":0.00033806643,"about_ca_system_score_gemma":0.00013378896,"threshold_uncertainty_score":0.010152638},"labels":[],"label_agreement":null},{"id":"W2058874528","doi":"10.2118/104377-pa","title":"Performance of Drainage Experiments With Orinoco Belt Heavy Oil in a Long Laboratory Core in Simulated Reservoir Conditions","year":2008,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"China National Petroleum Corporation; China University of Petroleum, Beijing","keywords":"Petroleum engineering; Oil production; Fossil fuel; Environmental science; Work (physics); Enhanced oil recovery; Drainage; Core (optical fiber); Recovery rate; Geology; Waste management; Engineering; Chemistry; Ecology; Mechanical engineering; Biology","score_opus":0.026556791533239612,"score_gpt":0.29217047617850117,"score_spread":0.2656136846452616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058874528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988475,0.0000494786,0.0006176697,0.000016816404,0.000005188318,0.000017752314,0.00011709335,0.00004876696,0.00027964517],"genre_scores_gemma":[0.9984736,0.000048486323,0.0009419263,0.0000102910135,0.0000028698894,0.000025142548,0.00015916699,0.000014334826,0.00032419598],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99965286,0.0000642057,0.00005472527,0.000073402516,0.00008617996,0.00006865357],"domain_scores_gemma":[0.9987809,0.00053786,0.00014147234,0.00010041597,0.00031600342,0.0001234272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000591511,0.00037047543,0.00064278505,0.0003675272,0.0005411496,0.0005174527,0.0005553637,0.0005406422,0.0011297566],"category_scores_gemma":[0.001845915,0.0001992251,0.00030843922,0.0003942449,0.0005059825,0.00055537163,0.0006681905,0.00048467924,0.00019599345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00479578,0.0015699973,0.024965145,0.00031012643,0.000055826673,0.00030219788,0.0005073277,0.012254562,0.9359737,0.00017533176,0.0002904815,0.0187995],"study_design_scores_gemma":[0.00014694045,0.0039776233,0.014819237,0.000024020654,0.000044434822,0.000065443215,0.00030666697,0.025932958,0.9537065,0.0000762277,0.0008548312,0.00004512084],"about_ca_topic_score_codex":0.004352208,"about_ca_topic_score_gemma":0.005677591,"teacher_disagreement_score":0.004352208,"about_ca_system_score_codex":0.00053981086,"about_ca_system_score_gemma":0.0004536367,"threshold_uncertainty_score":0.00865376},"labels":[],"label_agreement":null},{"id":"W2062111832","doi":"10.2118/162651-pa","title":"Predicting Growth and Decay of Hydraulic-Fracture Width in Porous Media Subjected to Isothermal and Nonisothermal Flow","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Poromechanics; Mechanics; Materials science; Isothermal process; Porous medium; Stress (linguistics); Fracture (geology); Fluid dynamics; Porosity; Thermal; Effective stress; Thermodynamics; Geotechnical engineering; Composite material; Geology; Physics","score_opus":0.004726431905315072,"score_gpt":0.1839045650589008,"score_spread":0.17917813315358572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062111832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98609483,0.000053678057,0.013366428,0.0000094706475,0.0000031381355,0.0000071745208,0.000059886373,0.0000957007,0.00030977858],"genre_scores_gemma":[0.99815506,0.000021499256,0.0016623307,0.0000013211062,7.778287e-7,0.000005281951,0.000031084634,0.0000051951947,0.00011731844],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992394,0.000010066726,0.0000056699155,0.000016027,0.000025939078,0.000018210243],"domain_scores_gemma":[0.9993505,0.0004102413,0.00011017559,0.000030897343,0.000069005,0.000029150615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045189587,0.0002345599,0.00023334689,0.00060743385,0.0001548732,0.00027841638,0.00032381443,0.0005057665,0.0002895794],"category_scores_gemma":[0.0012346185,0.00020183998,0.000300435,0.00022805721,0.00034399505,0.0003774155,0.00022280477,0.00026933764,0.000066352775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003110356,0.00011405732,0.030503357,0.00008473329,0.000020283946,0.00019837504,0.000120015946,0.82931656,0.11868643,0.0006857525,0.00006386253,0.01989549],"study_design_scores_gemma":[0.000002888424,0.00004926515,0.008277392,0.000004728735,0.0000052535656,0.000017999722,0.000023708228,0.9665227,0.024938196,0.00011272916,0.000035571094,0.00000954696],"about_ca_topic_score_codex":0.0045185033,"about_ca_topic_score_gemma":0.0035639259,"teacher_disagreement_score":0.0045185033,"about_ca_system_score_codex":0.00035533714,"about_ca_system_score_gemma":0.00023184043,"threshold_uncertainty_score":0.008984387},"labels":[],"label_agreement":null},{"id":"W2062198682","doi":"10.2118/134265-pa","title":"A Comprehensive Model of High-Rate Matrix-Acid Stimulation for Long Horizontal Wells in Carbonate Reservoirs: Part I—Scaling Up Core-Level Acid Wormholing to Field Treatments","year":2011,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"University of Oklahoma; Texas A and M University; ConocoPhillips","keywords":"Wormhole; Scaling; Mechanics; Petroleum engineering; Penetration (warfare); Matrix (chemical analysis); Geotechnical engineering; Geology; Materials science; Engineering; Geometry; Mathematics; Physics; Composite material","score_opus":0.07103367307631395,"score_gpt":0.282444126544571,"score_spread":0.21141045346825707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062198682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8625431,0.00020531502,0.10850724,0.00038648973,0.000029593075,0.00021456237,0.000824112,0.0003580416,0.026931537],"genre_scores_gemma":[0.9905441,0.00008996549,0.0052090706,0.000020801615,0.0000032165597,0.000111738154,0.000086831424,0.000028162842,0.0039061904],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999105,0.000016036125,0.0000048376924,0.000023268294,0.000020075651,0.000025275713],"domain_scores_gemma":[0.999759,0.000115222305,0.000035196626,0.000016695445,0.000049932838,0.000023979843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029068333,0.00042538065,0.0004976018,0.0003118844,0.0005243169,0.0006590054,0.0010441561,0.0012851775,0.0021950526],"category_scores_gemma":[0.00053058565,0.00038343764,0.0007509531,0.0002847766,0.0005175173,0.00069048157,0.000489261,0.0005922435,0.00018594223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010761808,0.000018267961,0.00048005418,0.000010056711,0.0000027774186,0.000033512813,0.000008678477,0.99620074,0.0017089507,0.0007297105,0.00005546267,0.000740906],"study_design_scores_gemma":[0.0000035281305,0.0000114720315,0.00015412954,0.0000013570254,0.0000020068453,0.0000037834063,0.000005844361,0.9991997,0.00039707994,0.00013714697,0.00008146219,0.0000025977963],"about_ca_topic_score_codex":0.053270824,"about_ca_topic_score_gemma":0.023126598,"teacher_disagreement_score":0.053270824,"about_ca_system_score_codex":0.0017499869,"about_ca_system_score_gemma":0.0017954004,"threshold_uncertainty_score":0.10592151},"labels":[],"label_agreement":null},{"id":"W2064410343","doi":"10.2118/129846-pa","title":"Mechanisms for High Displacement Efficiency of Low-Temperature CO2 Floods","year":2011,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Texas at Austin; Pennsylvania State University","keywords":"Merge (version control); Displacement (psychology); Phase (matter); Materials science; Mechanics; Supercritical fluid; Thermodynamics; Chemistry; Physics; Computer science","score_opus":0.008209746042833395,"score_gpt":0.20351650275340605,"score_spread":0.19530675671057265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064410343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99126184,0.0000724315,0.0065465374,0.00005640847,0.000004042895,0.000014924409,0.00006585598,0.00016241308,0.0018155505],"genre_scores_gemma":[0.9992781,0.000016968057,0.00047257115,0.0000033389726,4.6879856e-7,0.0000056868516,0.00001941672,0.000010677205,0.00019274725],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999145,0.0000062456747,0.000005480413,0.000015581856,0.000026095919,0.000032076186],"domain_scores_gemma":[0.9998559,0.000053750173,0.00002910645,0.000020692936,0.000024980305,0.000015533806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015339132,0.00018227343,0.00019332336,0.00022616918,0.0002295682,0.0002854499,0.00041921026,0.00024977085,0.0017301135],"category_scores_gemma":[0.00041175153,0.000221564,0.00019018234,0.0001328941,0.0004928511,0.00042021152,0.0004649112,0.00026810964,0.00018387187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021767615,0.00008008293,0.01681289,0.00017480215,0.000019534844,0.0004063045,0.00016986053,0.086559154,0.8776505,0.007039023,0.0002746451,0.010595418],"study_design_scores_gemma":[0.000029932382,0.00009080831,0.014809563,0.0000077192135,0.00000941786,0.00013116376,0.00008783809,0.31492624,0.66713613,0.0018058313,0.0009416829,0.00002367817],"about_ca_topic_score_codex":0.0020878888,"about_ca_topic_score_gemma":0.0013478576,"teacher_disagreement_score":0.0020878888,"about_ca_system_score_codex":0.00056697807,"about_ca_system_score_gemma":0.00028997997,"threshold_uncertainty_score":0.00578779},"labels":[],"label_agreement":null},{"id":"W2065178741","doi":"10.2118/167260-pa","title":"On the Stability of the Edge of a Steam-Assisted-Gravity-Drainage Steam Chamber","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Steam-assisted gravity drainage; Heat transfer; Petroleum engineering; Asphalt; Viscosity; Steam injection; Mechanics; Steam drum; Oil sands; Thermodynamics; Materials science; Environmental science; Superheated steam; Waste management; Geology; Engineering; Boiler (water heating); Composite material","score_opus":0.012219110139113587,"score_gpt":0.21678161448516622,"score_spread":0.20456250434605264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065178741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93560654,0.00048322484,0.05290953,0.00023853614,0.00006625666,0.000033172953,0.00010782657,0.00012634596,0.010428514],"genre_scores_gemma":[0.9963728,0.000055292934,0.0019722374,0.000012338145,0.0000064594105,0.000005634868,0.000036659603,0.000011840089,0.001526813],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984765,0.000019806905,0.0000055228375,0.000042767653,0.000050614453,0.00003358274],"domain_scores_gemma":[0.99957913,0.00016869078,0.0000621198,0.000030113091,0.00009651575,0.00006351735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002554415,0.00020206258,0.0003112419,0.00032992463,0.00038390522,0.000985417,0.00043311136,0.00044230954,0.0018564155],"category_scores_gemma":[0.0010667793,0.0001384492,0.00022039843,0.00009923304,0.0007662099,0.0005901044,0.00064528664,0.0005012899,0.00029265182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011367805,0.00015065003,0.011353413,0.0002161791,0.000059581274,0.0011288843,0.0005136479,0.19786854,0.6800005,0.060329787,0.0014562694,0.04578576],"study_design_scores_gemma":[0.000011763835,0.00014194041,0.0029259082,0.000015065342,0.000011904603,0.00012540231,0.000090113186,0.90162545,0.09175804,0.0020055054,0.0012574001,0.000031507272],"about_ca_topic_score_codex":0.0017410724,"about_ca_topic_score_gemma":0.00066529296,"teacher_disagreement_score":0.0018564155,"about_ca_system_score_codex":0.00045202643,"about_ca_system_score_gemma":0.0003188617,"threshold_uncertainty_score":0.006210327},"labels":[],"label_agreement":null},{"id":"W2065201125","doi":"10.2118/89035-pa","title":"Controls of Coal Fabric on Coalbed Gas Production and Compositional Shift in Both Field Production and Canister Desorption Test","year":2006,"lang":"en","type":"article","venue":"SPE Journal","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coalbed methane; Permeability (electromagnetism); Coal; Geology; Porosity; Coal mining; Natural gas field; Petroleum engineering; Dewatering; Mineralogy; Geotechnical engineering; Natural gas; Chemistry","score_opus":0.007833138977253906,"score_gpt":0.1936872979397242,"score_spread":0.1858541589624703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065201125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988256,0.000030590574,0.00075768784,0.000004691633,0.0000013647845,0.0000051967904,0.000049939295,0.000021019045,0.0003039642],"genre_scores_gemma":[0.99894875,0.000019759449,0.00066272845,0.000003074467,5.444376e-7,0.0000058596456,0.000042879015,0.000007497396,0.00030894985],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983966,0.000017060549,0.000008753689,0.00003939241,0.00005526474,0.000039882227],"domain_scores_gemma":[0.99947137,0.00022225408,0.00010468695,0.000052995118,0.00009995627,0.000048697373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027235862,0.00026077553,0.00018030216,0.00016077759,0.00014595078,0.0002573372,0.0002717167,0.00018318537,0.0012323979],"category_scores_gemma":[0.0006690874,0.00011645957,0.00012598252,0.00015398028,0.00022789265,0.00026137315,0.00025543713,0.00019696912,0.00014384833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005666731,0.00010902283,0.00897689,0.00004313242,0.000006374847,0.00007045921,0.000041559157,0.005364849,0.9792094,0.00006256715,0.00003478221,0.005514173],"study_design_scores_gemma":[0.00001219449,0.00072465226,0.021461612,0.000003027077,0.000007938868,0.000046936468,0.000074472475,0.019155595,0.9580887,0.00004319514,0.00037031548,0.000011268545],"about_ca_topic_score_codex":0.0011329062,"about_ca_topic_score_gemma":0.001766897,"teacher_disagreement_score":0.0012323979,"about_ca_system_score_codex":0.0002923927,"about_ca_system_score_gemma":0.000119676384,"threshold_uncertainty_score":0.004122734},"labels":[],"label_agreement":null},{"id":"W2065554923","doi":"10.2118/161875-pa","title":"A Complete Petrophysical-Evaluation Method for Tight Formations From Drill Cuttings Only in the Absence of Well Logs","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Colorado School of Mines; University of Calgary","keywords":"Petrophysics; Geology; Permeability (electromagnetism); Formation evaluation; Drill cuttings; Porosity; Capillary pressure; Petroleum engineering; Well logging; Saturation (graph theory); Water saturation; Lithology; Mineralogy; Geotechnical engineering; Petrology; Soil science; Porous medium; Drilling; Engineering; Mathematics; Chemistry","score_opus":0.024266080608589067,"score_gpt":0.2778806579452495,"score_spread":0.25361457733666043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065554923","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034124795,0.00010890514,0.9620218,0.000024492989,0.000011231849,0.00010218249,0.0004927642,0.0013714777,0.001742326],"genre_scores_gemma":[0.25092465,0.00018624727,0.74496615,0.00001830485,0.000013533962,0.00024726425,0.0015070321,0.00022218423,0.0019145687],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993438,0.00007680186,0.000082710976,0.00010435624,0.00033821416,0.00005415996],"domain_scores_gemma":[0.9987429,0.00026850653,0.0001329286,0.00016726846,0.0006326628,0.000055829605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086338975,0.0007002422,0.0005883572,0.0033145074,0.00028678708,0.0012718962,0.00050238916,0.00027140757,0.0027025111],"category_scores_gemma":[0.0025827535,0.00040738258,0.00045697144,0.0015055478,0.00037041464,0.00080514397,0.001099851,0.0004564791,0.0008983899],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020921745,0.0000956116,0.023285387,0.000516576,0.000095752395,0.0006338738,0.00047747683,0.054924097,0.12235019,0.009807289,0.002568171,0.78503644],"study_design_scores_gemma":[0.000027757646,0.00014471289,0.04072688,0.00011902622,0.00008614723,0.0009141645,0.000614748,0.84218043,0.08427994,0.012866417,0.017903961,0.00013584837],"about_ca_topic_score_codex":0.0028631699,"about_ca_topic_score_gemma":0.005286612,"teacher_disagreement_score":0.0033145074,"about_ca_system_score_codex":0.00038219258,"about_ca_system_score_gemma":0.0010871305,"threshold_uncertainty_score":0.009040773},"labels":[],"label_agreement":null},{"id":"W2066109809","doi":"10.2118/137750-pa","title":"Monitoring of SAGD Steam-Chamber Conformance by Using White-Noise-Reflection Processes","year":2012,"lang":"en","type":"article","venue":"SPE Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Oil sands; Petroleum engineering; Asphalt; Steam-assisted gravity drainage; Noise (video); Classification of discontinuities; Reflection (computer programming); Steam injection; Geology; Environmental science; Computer science; Materials science","score_opus":0.030052570223465514,"score_gpt":0.2677968452328396,"score_spread":0.23774427500937406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066109809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8908068,0.000023978318,0.10772532,0.000029754117,0.0000106240805,0.000027715696,0.00005583666,0.0005358993,0.0007841054],"genre_scores_gemma":[0.9865198,0.000011524824,0.013225387,0.0000040516406,0.0000014192759,0.000010650621,0.00002685084,0.000014331582,0.00018587339],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999846,0.000030910305,0.000007384373,0.000030705578,0.000070453745,0.000014510335],"domain_scores_gemma":[0.99968076,0.00014044507,0.000050609673,0.00004436623,0.00006398156,0.00001976686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002883589,0.00024228019,0.00020529405,0.00028025213,0.00010778067,0.00027707408,0.0003588866,0.00023372611,0.000506249],"category_scores_gemma":[0.0006867586,0.0001245057,0.00022911602,0.00018157212,0.0002664911,0.00031055306,0.00029495542,0.0002820986,0.00007580255],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005190154,0.0002118924,0.015364632,0.00010295157,0.00006404521,0.00021734241,0.00028555092,0.36226177,0.57668996,0.0018217704,0.00021933594,0.04224173],"study_design_scores_gemma":[0.000015237032,0.00016757613,0.0023437375,0.0000027298752,0.000011586662,0.000026856658,0.000017974924,0.89293355,0.104132146,0.00013347584,0.00019772502,0.000017432181],"about_ca_topic_score_codex":0.0013977801,"about_ca_topic_score_gemma":0.0008831169,"teacher_disagreement_score":0.0013977801,"about_ca_system_score_codex":0.0002666319,"about_ca_system_score_gemma":0.00022559437,"threshold_uncertainty_score":0.002779305},"labels":[],"label_agreement":null},{"id":"W2066801912","doi":"10.2118/146671-pa","title":"An Investigation Into Optimal Solvent Use and the Nature of Vapor/Liquid Interface in Solvent-Aided SAGD Process With a Semianalytical Approach","year":2012,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cenovus Energy (Canada)","funders":"Cenovus Energy","keywords":"Solvent; Context (archaeology); Process (computing); Petroleum engineering; Process engineering; Dilution; Steam-assisted gravity drainage; Asphalt; Viscosity; Oil field; Chemistry; Oil sands; Environmental science; Computer science; Materials science; Organic chemistry; Engineering; Thermodynamics; Geology; Physics","score_opus":0.01038868708618621,"score_gpt":0.2599607290355723,"score_spread":0.24957204194938612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066801912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8617809,0.0034949621,0.12991227,0.00021744941,0.000047891226,0.00010261595,0.00028981434,0.00033797082,0.0038161885],"genre_scores_gemma":[0.96626705,0.0010848774,0.031897757,0.000032303906,0.00000604414,0.000041409072,0.00008475274,0.00002191615,0.0005638268],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980825,0.000034095585,0.000011150852,0.000042002124,0.00008438632,0.000020087062],"domain_scores_gemma":[0.99976057,0.00013725262,0.00003244509,0.000016905164,0.00004614764,0.0000066976318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004059542,0.00022122542,0.00034809715,0.0002550062,0.00017058692,0.0004530792,0.0003755331,0.0003186341,0.00072837446],"category_scores_gemma":[0.00056504837,0.00019188835,0.0003501205,0.00026710413,0.00041726622,0.0005267117,0.00029187635,0.00047654766,0.00017908157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017695004,0.000110917674,0.0012498677,0.00054511,0.000016029879,0.0001229807,0.00008000492,0.01445474,0.9596857,0.0022631122,0.00017140612,0.021123057],"study_design_scores_gemma":[0.000012969086,0.0002593073,0.000934004,0.000016878748,0.000021554655,0.000058387635,0.00007644828,0.19571881,0.8008795,0.00051445625,0.0014852011,0.000022427514],"about_ca_topic_score_codex":0.00077088067,"about_ca_topic_score_gemma":0.000981587,"teacher_disagreement_score":0.00077088067,"about_ca_system_score_codex":0.00036722055,"about_ca_system_score_gemma":0.00032826865,"threshold_uncertainty_score":0.0026643872},"labels":[],"label_agreement":null},{"id":"W2072344710","doi":"10.2118/118851-pa","title":"MRI Visualization of Spontaneous Methane Production From Hydrates in Sandstone Core Plugs When Exposed to CO2","year":2008,"lang":"en","type":"article","venue":"SPE Journal","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"Norges Forskningsråd; ConocoPhillips","keywords":"Methane; Hydrate; Natural gas; Clathrate hydrate; Dissociation (chemistry); Chemistry; Porous medium; Porosity; Saturation (graph theory); Mineralogy; Organic chemistry","score_opus":0.021596899676737898,"score_gpt":0.24659010083490918,"score_spread":0.22499320115817129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072344710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973252,0.0001393394,0.0010960975,0.00003576601,0.0000049845,0.0000069455887,0.00013198517,0.00004988744,0.0012096907],"genre_scores_gemma":[0.99692255,0.00012210122,0.0014794997,0.000018760864,0.000004931644,0.000010643983,0.00017279916,0.000011477947,0.0012573331],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999702,0.0000035082953,0.0000011566692,0.0000056117387,0.0000064361484,0.000013094067],"domain_scores_gemma":[0.9999194,0.000017279153,0.000015136513,0.0000057979123,0.00001812419,0.000024204739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000092858594,0.00015237844,0.00009224821,0.00033385342,0.00015290358,0.00020292599,0.00016032324,0.00023471628,0.0012397942],"category_scores_gemma":[0.00012275919,0.00015147822,0.000069819354,0.00013879816,0.00022904766,0.00012415726,0.00021227096,0.0002093383,0.00011664261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001404164,0.000006858602,0.00070429174,0.000022198232,0.0000043843925,0.00015906924,0.000037984973,0.0001457359,0.9979956,0.000057005178,0.000050396742,0.0006760533],"study_design_scores_gemma":[0.000029205748,0.000248008,0.046971247,0.000011456962,0.000030741197,0.0005903224,0.00018625104,0.003634505,0.9463207,0.00008311728,0.0018778614,0.000016523343],"about_ca_topic_score_codex":0.0026960315,"about_ca_topic_score_gemma":0.0030013064,"teacher_disagreement_score":0.0026960315,"about_ca_system_score_codex":0.00016413364,"about_ca_system_score_gemma":0.00014184174,"threshold_uncertainty_score":0.005360663},"labels":[],"label_agreement":null},{"id":"W2073650423","doi":"10.2118/130050-pa","title":"Interfacial Stability of In-Situ Bitumen Thermal Solvent Recovery Processes","year":2010,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Shell Canada","keywords":"Asphalt; In situ; Solvent; Thermal stability; Materials science; Petroleum engineering; Chemical engineering; Geology; Chemistry; Composite material; Organic chemistry; Engineering","score_opus":0.012627343041773273,"score_gpt":0.24902404281401033,"score_spread":0.23639669977223707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073650423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979431,0.0003864328,0.0009850324,0.000019495506,0.000011364993,0.0000042197144,0.000088056986,0.000012967328,0.00054931635],"genre_scores_gemma":[0.99832517,0.00022984664,0.00037697057,0.000010754624,0.0000044087287,0.0000041597905,0.00010146558,0.000011547361,0.00093565125],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978393,0.00002284972,0.00001357575,0.000034866123,0.000075347176,0.000069420945],"domain_scores_gemma":[0.9998005,0.000056818782,0.00004001423,0.000015865127,0.00007250736,0.000014296826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023620967,0.00027675094,0.0002475985,0.0002042448,0.00025466285,0.00036506116,0.00023926265,0.00024242252,0.0026899523],"category_scores_gemma":[0.00047252508,0.00013108004,0.0001938816,0.00023743008,0.00020892192,0.00045560615,0.00024140051,0.00044742823,0.00029705223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024708343,0.000018136921,0.00036158468,0.000046967925,0.0000070601773,0.00003164946,0.00005928973,0.00018261513,0.99686337,0.00004920685,0.000029686384,0.0021034926],"study_design_scores_gemma":[0.0000019455974,0.00005438751,0.00092827325,0.0000018879672,0.0000062805498,0.000016853477,0.00004140406,0.0006474301,0.9980574,0.000010155882,0.00023180267,0.0000022267532],"about_ca_topic_score_codex":0.0011578525,"about_ca_topic_score_gemma":0.0016965203,"teacher_disagreement_score":0.0026899523,"about_ca_system_score_codex":0.0003630053,"about_ca_system_score_gemma":0.0001652869,"threshold_uncertainty_score":0.008998811},"labels":[],"label_agreement":null},{"id":"W2074543647","doi":"10.2118/173184-pa","title":"Performance Evaluation of a Horizontal Well With Multiple Fractures by Use of a Slab-Source Function","year":2014,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; Petroleum Technology Research Centre","keywords":"Slab; Discretization; Laplace transform; Source function; Mechanics; Geology; Fracture (geology); Bilinear interpolation; Anisotropy; Flow (mathematics); Geotechnical engineering; Mathematics; Geometry; Mathematical analysis; Physics; Geophysics","score_opus":0.008095900798618208,"score_gpt":0.20514701784206954,"score_spread":0.19705111704345132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074543647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9184668,0.00014241411,0.07878779,0.00006836572,0.000014172698,0.000038638565,0.00014356655,0.00045909142,0.0018791315],"genre_scores_gemma":[0.9930524,0.000036138772,0.0065658004,0.0000042879383,0.0000011142752,0.000010943526,0.000035631296,0.000010997658,0.00028269415],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997677,0.00004252713,0.000016426813,0.00003039271,0.00010857156,0.000034305773],"domain_scores_gemma":[0.99949527,0.00018249931,0.00006176095,0.00005438178,0.00017366906,0.000032355038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007211238,0.0005775884,0.0005130038,0.0005767079,0.00025096798,0.00050292147,0.00059247273,0.00058692927,0.0008345008],"category_scores_gemma":[0.00085447344,0.00015370113,0.000370792,0.00040114895,0.0004301216,0.0005475111,0.00056284375,0.0003036712,0.000133202],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039898398,0.00021275309,0.0075933537,0.00018394555,0.000052798874,0.00029134698,0.000118494456,0.7046269,0.25032425,0.0014408869,0.0002305021,0.034525827],"study_design_scores_gemma":[0.0000065746617,0.00040262897,0.0014970271,0.0000063240445,0.000012362551,0.000038601615,0.000035916004,0.92807716,0.06959992,0.00015954487,0.00014854464,0.000015450258],"about_ca_topic_score_codex":0.0032620325,"about_ca_topic_score_gemma":0.0023525746,"teacher_disagreement_score":0.0032620325,"about_ca_system_score_codex":0.00051153137,"about_ca_system_score_gemma":0.0006853398,"threshold_uncertainty_score":0.006486118},"labels":[],"label_agreement":null},{"id":"W2075808267","doi":"10.2118/172345-pa","title":"A Pseudobubblepoint Model and Its Simulation for Foamy Oil in Porous Media","year":2014,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Petroleum engineering; Porous medium; Compressibility; Oil in place; Oil production; Enhanced oil recovery; Fossil fuel; Gas oil ratio; Oil field; Volume (thermodynamics); Environmental science; Porosity; Petroleum; Thermodynamics; Chemistry; Geology; Engineering; Geotechnical engineering; Waste management; Physics","score_opus":0.015027094153161282,"score_gpt":0.25052511398040445,"score_spread":0.23549801982724317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075808267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59544706,0.0006840091,0.3867872,0.00076119433,0.000095088195,0.00015212478,0.00033388822,0.00040023547,0.0153390905],"genre_scores_gemma":[0.96963507,0.00029484488,0.02552568,0.00004170654,0.000020008858,0.0001397156,0.00008970428,0.0000533849,0.004199899],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998981,0.000029903249,0.000005055735,0.000012003461,0.0000332001,0.000021753833],"domain_scores_gemma":[0.99957615,0.00025867973,0.0000471771,0.000023753992,0.00006172485,0.00003245727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030190047,0.00032524415,0.00045114287,0.00045240187,0.00045118097,0.0007002478,0.00083162566,0.0013215685,0.0015091936],"category_scores_gemma":[0.001203631,0.00030374996,0.0005392853,0.00037175862,0.0008053439,0.0006821989,0.0006837053,0.0005426952,0.00015579372],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030337194,0.00002185648,0.00045642813,0.000018700794,0.0000045398233,0.00005348849,0.000024116302,0.9877648,0.0020098262,0.00835588,0.00008816002,0.0011719629],"study_design_scores_gemma":[0.000004062745,0.000006535185,0.000061182,0.0000013509751,7.8363416e-7,0.0000043836426,0.0000039986826,0.99915624,0.00017643782,0.00047976093,0.000103427294,0.0000017911583],"about_ca_topic_score_codex":0.019933343,"about_ca_topic_score_gemma":0.00553695,"teacher_disagreement_score":0.019933343,"about_ca_system_score_codex":0.00086571777,"about_ca_system_score_gemma":0.0008196645,"threshold_uncertainty_score":0.039634645},"labels":[],"label_agreement":null},{"id":"W2078071867","doi":"10.2118/163069-pa","title":"Understanding the Heat-Transfer Mechanism in the Steam-Assisted Gravity-Drainage (SAGD) Process and Comparing the Conduction and Convection Flux in Bitumen Reservoirs","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Thermal conduction; Heat transfer; Convection; Convective heat transfer; Heat flux; Geology; Steam injection; Forced convection; Mechanics; Natural convection; Steam-assisted gravity drainage; Thermal; Asphalt; Petroleum engineering; Thermodynamics; Oil sands; Materials science","score_opus":0.04601867278542997,"score_gpt":0.2546308668609735,"score_spread":0.20861219407554354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078071867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662034,0.0025724245,0.026859758,0.00037892527,0.00002933404,0.000043858872,0.00007496119,0.000072497634,0.0037648058],"genre_scores_gemma":[0.99739695,0.00046219173,0.0014783796,0.000015876527,0.000003837542,0.000009112784,0.0000246443,0.000004486691,0.00060457917],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999354,0.000008469792,0.000003949999,0.000013423446,0.000018809704,0.000019926474],"domain_scores_gemma":[0.99989355,0.000044447585,0.000019082678,0.0000052770306,0.000028939756,0.000008644393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026264717,0.00026444526,0.00030319736,0.00047282313,0.0003636894,0.00068870094,0.0004124329,0.0005222278,0.00088497775],"category_scores_gemma":[0.00035333855,0.00021574198,0.00032575277,0.00027970198,0.00075158314,0.0014537513,0.0003140482,0.00048059746,0.00013888448],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048494912,0.00030523,0.061568335,0.0012079607,0.000067285284,0.00076766143,0.0014776113,0.22886452,0.597316,0.048183028,0.0008352323,0.05892206],"study_design_scores_gemma":[0.00003415871,0.00017294631,0.05720369,0.00006664724,0.00005833641,0.00021340912,0.0013857824,0.76364106,0.15632994,0.01691446,0.0038979112,0.00008154631],"about_ca_topic_score_codex":0.021032434,"about_ca_topic_score_gemma":0.0079128,"teacher_disagreement_score":0.021032434,"about_ca_system_score_codex":0.0017511119,"about_ca_system_score_gemma":0.0007806508,"threshold_uncertainty_score":0.04181999},"labels":[],"label_agreement":null},{"id":"W2083084359","doi":"10.2118/137047-pa","title":"Behavior of Depressurization in Type III Hydrate Reservoirs","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Resources Canada; National Science Council","keywords":"Cabin pressurization; Hydrate; Clathrate hydrate; Geology; Decomposition; Thermodynamics; Type (biology); Petroleum engineering; Geotechnical engineering; Chemistry; Materials science","score_opus":0.011888374874259188,"score_gpt":0.23118887923040649,"score_spread":0.21930050435614729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083084359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953033,0.00006836731,0.002945451,0.00003952809,0.000005989699,0.000014508882,0.00008407326,0.000068035726,0.0014709535],"genre_scores_gemma":[0.99828976,0.000039596747,0.00092253555,0.000011520433,9.5198686e-7,0.000008622845,0.00006189011,0.00000834482,0.0006567623],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992824,0.000005965888,0.0000049469704,0.000013950464,0.000019998752,0.000026801386],"domain_scores_gemma":[0.99978274,0.000062784035,0.000057641126,0.000015829253,0.000043491636,0.00003753055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011960827,0.0001989051,0.0002864092,0.00025261918,0.00025576857,0.00052715244,0.00030018875,0.00038957247,0.0010659818],"category_scores_gemma":[0.00055446406,0.00015552256,0.0002962874,0.0001635729,0.00037763073,0.00033026608,0.00043494324,0.0004273413,0.00013911776],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005663132,0.000108948334,0.017747218,0.00012401679,0.00003407078,0.00069593865,0.0004925021,0.08851423,0.87856436,0.0017941947,0.00045363422,0.010904642],"study_design_scores_gemma":[0.000024678564,0.00040667085,0.015995486,0.000025330384,0.000023689207,0.00013575722,0.0004446499,0.4729177,0.5076798,0.0005380462,0.0017689903,0.00003923026],"about_ca_topic_score_codex":0.0032667397,"about_ca_topic_score_gemma":0.0016017174,"teacher_disagreement_score":0.0032667397,"about_ca_system_score_codex":0.00034927705,"about_ca_system_score_gemma":0.00028873142,"threshold_uncertainty_score":0.006495476},"labels":[],"label_agreement":null},{"id":"W2083104131","doi":"10.2118/144547-pa","title":"Field-Scale Modeling of Tracer Injection in Naturally Fractured Reservoirs Using the Random-Walk Particle-Tracking Simulation","year":2012,"lang":"en","type":"article","venue":"SPE Journal","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Random walk; Fracture (geology); Reservoir simulation; Matrix (chemical analysis); Scale (ratio); Representation (politics); Displacement (psychology); Computer science; Random field; Statistical physics; Mechanics; Algorithm; Geology; Geotechnical engineering; Mathematics; Materials science; Physics; Petroleum engineering","score_opus":0.030372523444776454,"score_gpt":0.28965800712282075,"score_spread":0.25928548367804427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083104131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84792453,0.00013323982,0.1395248,0.000380183,0.00003196164,0.00015099777,0.0005612967,0.00072607124,0.010566991],"genre_scores_gemma":[0.98355514,0.000046802,0.015118069,0.000023207414,0.000004104274,0.000053753614,0.00010907517,0.000021536609,0.0010683889],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999232,0.000014253189,0.0000049039986,0.000020556758,0.000020449586,0.000016620117],"domain_scores_gemma":[0.99978906,0.00009073184,0.000023534709,0.000014159967,0.00006237758,0.000020306907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024458702,0.0002765009,0.0003323827,0.0003215711,0.00044695786,0.0004964761,0.0008836089,0.00075310306,0.0010164715],"category_scores_gemma":[0.00062605576,0.00018072008,0.00037839418,0.00030112753,0.00046315117,0.0004622525,0.00035575932,0.00047231224,0.000079700665],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020483656,0.000034169476,0.0014624874,0.000009815071,0.0000041592857,0.000049471724,0.0000146993325,0.9930889,0.0023794814,0.0014972257,0.00010559384,0.0013335091],"study_design_scores_gemma":[0.000003876002,0.0000041680864,0.00016778763,5.5877734e-7,7.368366e-7,0.0000022178442,0.000002539158,0.99940085,0.00025600888,0.00011057526,0.00004865267,0.0000019646332],"about_ca_topic_score_codex":0.121299446,"about_ca_topic_score_gemma":0.039804053,"teacher_disagreement_score":0.121299446,"about_ca_system_score_codex":0.0016289628,"about_ca_system_score_gemma":0.001625323,"threshold_uncertainty_score":0.2411868},"labels":[],"label_agreement":null},{"id":"W2086155716","doi":"10.2118/74140-pa","title":"Identifying and Estimating Significant Geologic Parameters With Experimental Design","year":2001,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada)","funders":"","keywords":"Monte Carlo method; Sensitivity (control systems); Flow (mathematics); Geology; Statistics; Mathematics; Engineering","score_opus":0.05754582525382023,"score_gpt":0.2952208453681735,"score_spread":0.23767502011435326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086155716","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20448782,0.00006841636,0.79276335,0.00006422545,0.000044543838,0.0015004807,0.00014611478,0.00019591609,0.0007291088],"genre_scores_gemma":[0.5008807,0.000071014474,0.49114972,0.00006919255,0.00003359192,0.007231881,0.0002037839,0.00004242179,0.00031759805],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9876923,0.007824854,0.0008755923,0.0014487645,0.0018006999,0.0003576319],"domain_scores_gemma":[0.9227214,0.05931738,0.0059218383,0.008658778,0.0029893103,0.00039133924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0170671,0.0010247221,0.0008874163,0.0007285786,0.0006114218,0.0011812471,0.0013116836,0.0013741703,0.0015213346],"category_scores_gemma":[0.058486238,0.0008037822,0.00084623625,0.00049388997,0.0017567145,0.0009006689,0.0010351479,0.0013718336,0.00023129531],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007818679,0.008583441,0.026386622,0.0012981574,0.000661939,0.00026756868,0.0005006752,0.39348724,0.29605377,0.03031518,0.0005888597,0.23403789],"study_design_scores_gemma":[0.0019457953,0.014801013,0.009957295,0.0000787769,0.0004680442,0.0001849058,0.00008770156,0.6888294,0.24614641,0.03220899,0.005058637,0.0002329955],"about_ca_topic_score_codex":0.0007696068,"about_ca_topic_score_gemma":0.0009047467,"teacher_disagreement_score":0.0170671,"about_ca_system_score_codex":0.0008691868,"about_ca_system_score_gemma":0.0016698765,"threshold_uncertainty_score":0.090260565},"labels":[],"label_agreement":null},{"id":"W2086465968","doi":"10.2118/149577-pa","title":"Water Mixing During Waterflood Oil Recovery: The Effect of Initial Water Saturation","year":2011,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Saturation (graph theory); Water injection (oil production); Oil in place; Mixing (physics); Geology; Core sample; Water saturation; Petroleum engineering; Petroleum; Mineralogy; Core (optical fiber); Porosity; Geotechnical engineering; Materials science","score_opus":0.007445816843069517,"score_gpt":0.2181616058154698,"score_spread":0.2107157889724003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086465968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99524754,0.00028549807,0.003416356,0.00002451827,0.000009615787,0.000022814755,0.00010455956,0.000073707364,0.00081535557],"genre_scores_gemma":[0.9976681,0.00013949929,0.0014073338,0.000019972662,0.0000030430676,0.000015228896,0.000092080896,0.00003827566,0.00061640167],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978644,0.000021735976,0.000014076291,0.000048538594,0.00007182308,0.00005735346],"domain_scores_gemma":[0.99951744,0.0002100773,0.00010224271,0.000030556144,0.00009987216,0.00003988542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002748671,0.0003402569,0.0002881157,0.00021971401,0.00020033756,0.000476453,0.00024659207,0.00014773376,0.0010294346],"category_scores_gemma":[0.00081335456,0.00018097044,0.0001708016,0.00017858588,0.00033544638,0.00048168187,0.00038777673,0.00038616962,0.00020856409],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022231987,0.000012052175,0.0028130375,0.00005685934,0.0000067009414,0.00003886592,0.00010115028,0.00026067093,0.9928341,0.000023290293,0.000024493032,0.0036065902],"study_design_scores_gemma":[0.000003170951,0.0001290245,0.00925094,0.0000033123954,0.000007067515,0.000021596772,0.000078326455,0.001857741,0.98822623,0.000014827681,0.0004017898,0.000005885789],"about_ca_topic_score_codex":0.004470782,"about_ca_topic_score_gemma":0.0048091337,"teacher_disagreement_score":0.004470782,"about_ca_system_score_codex":0.0005409038,"about_ca_system_score_gemma":0.00040276675,"threshold_uncertainty_score":0.008889556},"labels":[],"label_agreement":null},{"id":"W2088284529","doi":"10.2118/150168-pa","title":"Enhanced Swelling Effect and Viscosity Reduction of Solvent(s)/CO2/Heavy-Oil Systems","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":229,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; Petroleum Technology Research Centre","keywords":"Swelling; Solvent; Viscosity; Chemistry; Saturation (graph theory); Oil viscosity; Volume (thermodynamics); Thermodynamics; Analytical Chemistry (journal); Materials science; Chemical engineering; Petroleum engineering; Chromatography; Organic chemistry; Composite material; Geology","score_opus":0.004987521911510347,"score_gpt":0.20443601003586387,"score_spread":0.19944848812435353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088284529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853351,0.00077574176,0.011937361,0.000036849557,0.000020052761,0.000033722175,0.00009895839,0.000079076766,0.0016831222],"genre_scores_gemma":[0.9922963,0.0003690644,0.006499487,0.000021289454,0.000005887921,0.000026092195,0.00008330334,0.000014930767,0.00068359997],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99983037,0.000015817046,0.000009232682,0.000032811273,0.000076069155,0.00003577415],"domain_scores_gemma":[0.99981135,0.000049116847,0.000062093306,0.000010943199,0.00004559432,0.000020880494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017783802,0.000260243,0.00018428398,0.00025557622,0.00015987655,0.00016752315,0.00023607301,0.00016671412,0.0007369758],"category_scores_gemma":[0.00029511098,0.00010760014,0.0001663624,0.0002093826,0.00025805365,0.0003409118,0.0002255376,0.00039280156,0.00013910476],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024887324,0.000004485697,0.00011164175,0.000029714898,0.0000019388488,0.000023165678,0.000015192321,0.00006578407,0.9983625,0.000043093685,0.000010274787,0.0013074139],"study_design_scores_gemma":[0.0000012396133,0.000025780224,0.0004679805,0.0000013363746,0.0000016336919,0.00001854581,0.0000072467165,0.00085514935,0.99843234,0.000010341058,0.00017625972,0.0000020820248],"about_ca_topic_score_codex":0.0007604999,"about_ca_topic_score_gemma":0.0013088649,"teacher_disagreement_score":0.0007604999,"about_ca_system_score_codex":0.00022259222,"about_ca_system_score_gemma":0.0001629785,"threshold_uncertainty_score":0.002465427},"labels":[],"label_agreement":null},{"id":"W2088618900","doi":"10.2118/162593-pa","title":"Modeling Two-Phase Flowback of Multifractured Horizontal Wells Completed in Shale","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":145,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"ConocoPhillips","keywords":"Petroleum engineering; Hydraulic fracturing; Inflow; Fracture (geology); Oil shale; Geology; Completion (oil and gas wells); Wellbore; Fluid dynamics; Geotechnical engineering; Environmental science; Mechanics","score_opus":0.011302310562980913,"score_gpt":0.2503153749536306,"score_spread":0.23901306439064968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088618900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98437566,0.00006419219,0.0128565105,0.00010525615,0.000010599446,0.000042566524,0.00035065715,0.000120804354,0.0020738821],"genre_scores_gemma":[0.9960769,0.00003564121,0.0024350584,0.000013154276,0.0000024216197,0.00002887527,0.00014593564,0.000013963156,0.0012480995],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999151,0.000015054505,0.0000046467712,0.000021935302,0.000018433822,0.000024786948],"domain_scores_gemma":[0.9995608,0.00026440583,0.00004930543,0.00002099275,0.00005948192,0.000044987646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041454608,0.0004275059,0.00039952813,0.0005211065,0.00036901157,0.00073152676,0.0007991357,0.0016287961,0.00143125],"category_scores_gemma":[0.001008838,0.00029259213,0.00056497246,0.0003182003,0.0006379803,0.000489997,0.0003925708,0.00060706894,0.00012516469],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064815256,0.00005507791,0.0034873714,0.000020432404,0.000007395258,0.00011122575,0.000035754125,0.99169296,0.0026518342,0.0005368994,0.00006178725,0.0012743938],"study_design_scores_gemma":[0.0000037803911,0.000013532073,0.00054107315,0.0000015536503,0.0000014733239,0.0000036469567,0.000014585421,0.9989825,0.00034485204,0.00005564168,0.000034547615,0.0000028292095],"about_ca_topic_score_codex":0.04481943,"about_ca_topic_score_gemma":0.022078495,"teacher_disagreement_score":0.04481943,"about_ca_system_score_codex":0.0012023373,"about_ca_system_score_gemma":0.0007218596,"threshold_uncertainty_score":0.08911705},"labels":[],"label_agreement":null},{"id":"W2088661086","doi":"10.2118/156876-pa","title":"Evaluation of Induced Thermal Pressurization in Clearwater Shale Caprock in Electromagnetic Steam-Assisted Gravity-Drainage Projects","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Caprock; Oil shale; Petroleum engineering; Cabin pressurization; Steam-assisted gravity drainage; Geology; Geomechanics; Geotechnical engineering; Oil sands; Materials science; Engineering; Aerospace engineering; Asphalt; Paleontology","score_opus":0.03700322740194193,"score_gpt":0.2656073836606678,"score_spread":0.22860415625872585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088661086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993345,0.000037342397,0.00030183588,0.0000025652535,0.0000018382374,0.000012293152,0.00004980935,0.000007901612,0.0002518143],"genre_scores_gemma":[0.9991358,0.00005270239,0.0004126272,0.0000048670972,0.0000011172524,0.000014443195,0.00007761813,0.0000043894015,0.00029662755],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996902,0.000042866424,0.00001933153,0.00004717443,0.0001464484,0.000054056723],"domain_scores_gemma":[0.99966586,0.00004779822,0.00007064059,0.000013460383,0.00014139446,0.00006086452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048670775,0.00028783182,0.0002777848,0.00061951973,0.0002600436,0.00041642046,0.00024446042,0.0003002271,0.000712972],"category_scores_gemma":[0.0004651572,0.00014183985,0.00022962861,0.00043001957,0.0003041246,0.0002948888,0.00027802965,0.00030781582,0.00011964694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001223325,0.0004898873,0.08278369,0.00028405114,0.00005118777,0.00041200413,0.00041269348,0.008417377,0.8896847,0.00017152814,0.00014265183,0.015926966],"study_design_scores_gemma":[0.000044152384,0.005402029,0.38624874,0.000028317252,0.000086371925,0.00019419788,0.0010757159,0.03175546,0.57370156,0.000087706074,0.0013361283,0.000039571976],"about_ca_topic_score_codex":0.0029152536,"about_ca_topic_score_gemma":0.0062972587,"teacher_disagreement_score":0.0029152536,"about_ca_system_score_codex":0.00037864942,"about_ca_system_score_gemma":0.0002998601,"threshold_uncertainty_score":0.0057966113},"labels":[],"label_agreement":null},{"id":"W2090327103","doi":"10.2118/78146-pa","title":"Application of a New Multicomponent Gas Adsorption Model to Coal Gas Adsorption Systems","year":2003,"lang":"en","type":"article","venue":"SPE Journal","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"Oklahoma State University","keywords":"Adsorption; Thermodynamics; Vacancy defect; Binary number; Ternary operation; Binary system; Chemistry; Methane; Component (thermodynamics); Phase (matter); Materials science; Physical chemistry; Organic chemistry; Physics; Mathematics","score_opus":0.01785547263847461,"score_gpt":0.23018411403341893,"score_spread":0.2123286413949443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090327103","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15840827,0.0012571475,0.8138269,0.0009461299,0.00027119668,0.00023399047,0.00034068603,0.00048426885,0.024231432],"genre_scores_gemma":[0.8962162,0.00089125335,0.07836288,0.00024437674,0.000108580505,0.00049389154,0.000339621,0.00014012006,0.023203019],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973184,0.000043510907,0.000013120505,0.000045402034,0.0001277338,0.000038363396],"domain_scores_gemma":[0.99975747,0.00008530069,0.000020138808,0.000026630194,0.00008897437,0.000021476939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040987114,0.0005409897,0.0009065208,0.00068727223,0.0005424576,0.0007238642,0.0017293625,0.0012477082,0.0019206008],"category_scores_gemma":[0.00062663,0.00037994774,0.0011793441,0.00056463137,0.00042920824,0.0011542564,0.0008253999,0.0007798519,0.00037863106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003415732,0.0000719292,0.0007363916,0.00008632689,0.00003546056,0.00017061537,0.00006407339,0.9569087,0.011340143,0.019744894,0.0006821446,0.010125232],"study_design_scores_gemma":[0.000002366413,0.000007000445,0.000050146362,0.0000014764861,0.00000229706,0.000013051702,0.0000034060097,0.9976497,0.00043095028,0.0014239212,0.00041269363,0.0000030666938],"about_ca_topic_score_codex":0.0073882355,"about_ca_topic_score_gemma":0.0037925653,"teacher_disagreement_score":0.0073882355,"about_ca_system_score_codex":0.0009778887,"about_ca_system_score_gemma":0.0011438156,"threshold_uncertainty_score":0.014690459},"labels":[],"label_agreement":null},{"id":"W2090933745","doi":"10.2118/163106-pa","title":"Experimental Investigation of the VAPEX Process in Vuggy Porous Media","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Chemical Institute of Canada","keywords":"Porosity; Materials science; Porous medium; Residual oil; Permeability (electromagnetism); Homogeneous; Saturation (graph theory); Volume (thermodynamics); Composite material; Mineralogy; Petroleum engineering; Geology; Chemistry; Thermodynamics; Membrane","score_opus":0.008163465150193693,"score_gpt":0.22558604389935566,"score_spread":0.21742257874916196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090933745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919012,0.00031757305,0.0068317726,0.000013618994,0.00000626991,0.000038075395,0.000104469305,0.000054625285,0.00073242123],"genre_scores_gemma":[0.99001795,0.00034793367,0.008802823,0.000011609763,0.0000046936275,0.0000405974,0.00012917364,0.00002061713,0.0006246775],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996464,0.000058066016,0.000024321585,0.00007604573,0.00012796112,0.0000671625],"domain_scores_gemma":[0.9997694,0.000090707814,0.000049766208,0.00003528895,0.000043743166,0.000011104468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036674316,0.00027994075,0.00033188274,0.00020599249,0.0003082925,0.00029850038,0.000278176,0.00031920266,0.000520087],"category_scores_gemma":[0.00044528887,0.0001699586,0.00022428503,0.00030967643,0.00037381987,0.00030022653,0.00041158884,0.0003699088,0.00017914937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000745118,0.000014843101,0.00030829138,0.00008131591,0.000006529118,0.000068707806,0.00006191028,0.00041874318,0.9968292,0.00009429654,0.000015977412,0.0020256408],"study_design_scores_gemma":[0.0000027267597,0.00009219228,0.00057881343,0.0000031466507,0.0000036156403,0.000031138985,0.000025565761,0.00067240896,0.9981882,0.000010188072,0.00038879065,0.0000032474093],"about_ca_topic_score_codex":0.0014875847,"about_ca_topic_score_gemma":0.0019654853,"teacher_disagreement_score":0.0014875847,"about_ca_system_score_codex":0.00026193823,"about_ca_system_score_gemma":0.00016427816,"threshold_uncertainty_score":0.0029578805},"labels":[],"label_agreement":null},{"id":"W2093068240","doi":"10.2118/154261-pa","title":"Novel Large-Hydrophobe Alkoxy Carboxylate Surfactants for Enhanced Oil Recovery","year":2014,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Carboxylate; Pulmonary surfactant; Chemistry; Hydrophobe; Enhanced oil recovery; Alkoxy group; Sulfonate; Surface tension; Organic chemistry; Carboxylic acid; Chemical engineering; Aqueous solution; Salt (chemistry); Alkyl; Sodium","score_opus":0.00751302794403492,"score_gpt":0.22464858881511277,"score_spread":0.21713556087107785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093068240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96386904,0.004619302,0.027974883,0.0002362656,0.00007160488,0.00012065826,0.00022902682,0.00024975976,0.002629537],"genre_scores_gemma":[0.9577133,0.0025002128,0.033659462,0.00011404938,0.000033687957,0.000067048284,0.00025284605,0.000056357025,0.005602986],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998566,0.000018616012,0.000011643882,0.000026060135,0.000066497596,0.000020500886],"domain_scores_gemma":[0.99987507,0.000022563954,0.00003292078,0.000008033526,0.00003794641,0.000023570361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024195746,0.00046780202,0.00026212083,0.00030622468,0.00010014524,0.00024860218,0.0002030005,0.0003485923,0.0009340927],"category_scores_gemma":[0.0002001302,0.00011113027,0.00021268973,0.00016449385,0.0001625579,0.00043173935,0.00024533345,0.00032354196,0.0003589756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015000362,0.000008902851,0.000035790355,0.000030346822,0.0000023213756,0.000022540125,0.00000523832,0.00008116183,0.9984334,0.000047790174,0.000022317075,0.0012951813],"study_design_scores_gemma":[0.000007649296,0.000074646254,0.00019783864,0.000001586723,0.0000046196556,0.000044732664,0.0000037632035,0.00061653415,0.99766076,0.000015692493,0.0013691204,0.000003121728],"about_ca_topic_score_codex":0.0003903647,"about_ca_topic_score_gemma":0.0011125014,"teacher_disagreement_score":0.0009340927,"about_ca_system_score_codex":0.00020820445,"about_ca_system_score_gemma":0.00018006336,"threshold_uncertainty_score":0.003124833},"labels":[],"label_agreement":null},{"id":"W2104880824","doi":"10.2118/91586-pa","title":"Reduction of Wellbore Effects on Gas Inflow Evaluation Under Underbalanced Conditions","year":2008,"lang":"en","type":"article","venue":"SPE Journal","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"College of the North Atlantic","funders":"University of Oklahoma","keywords":"Underbalanced drilling; Petroleum engineering; Annulus (botany); Wellbore; Inflow; Outflow; Tripping; Drilling; Body orifice; Volumetric flow rate; Mechanics; Tight gas; Well control; Geology; Drilling fluid; Engineering; Materials science; Hydraulic fracturing; Mechanical engineering","score_opus":0.013855556635770854,"score_gpt":0.23502493431831048,"score_spread":0.22116937768253964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104880824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98550355,0.0002056843,0.013877324,0.000009752149,0.0000075664675,0.000019371078,0.000062516956,0.000054962216,0.0002593085],"genre_scores_gemma":[0.9943851,0.00011376872,0.0052727973,0.00000354012,0.0000017723919,0.000010903255,0.000052756415,0.000011728227,0.00014762893],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936527,0.00012640606,0.00006314046,0.00010330844,0.00024904186,0.00009293181],"domain_scores_gemma":[0.99879646,0.00045393987,0.00028591562,0.00013197721,0.00028469396,0.000047064208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067140226,0.00050406513,0.0005650648,0.0004093604,0.00021762408,0.000496682,0.00024199253,0.00025735731,0.000768884],"category_scores_gemma":[0.0017603466,0.00018118559,0.00022865117,0.00036467853,0.000359678,0.00071967323,0.0005374813,0.00024259063,0.00010757635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090775103,0.00008851773,0.008606019,0.0002329413,0.000022928185,0.0002496494,0.00016013852,0.020395039,0.9494865,0.0003069156,0.00005555089,0.019487923],"study_design_scores_gemma":[0.000012080014,0.0008198272,0.01038315,0.000013657858,0.00004456333,0.000090971625,0.000106271444,0.04123096,0.9466106,0.00014883782,0.00051470514,0.000024304985],"about_ca_topic_score_codex":0.0015800882,"about_ca_topic_score_gemma":0.0024139625,"teacher_disagreement_score":0.0015800882,"about_ca_system_score_codex":0.00035313918,"about_ca_system_score_gemma":0.00031088485,"threshold_uncertainty_score":0.003550768},"labels":[],"label_agreement":null},{"id":"W2121763032","doi":"10.2118/147120-pa","title":"An Integrated Approach To Design Completions for Horizontal Wells for Unconventional Reservoirs","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Imperial Oil (Canada)","funders":"Exxon Mobil Corporation","keywords":"Workflow; Wellbore; Petroleum engineering; Hydraulics; Reservoir simulation; Reservoir modeling; Process (computing); Flow (mathematics); Enhanced oil recovery; Computer science; Engineering","score_opus":0.05728244175572438,"score_gpt":0.3027251720860881,"score_spread":0.24544273033036373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121763032","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0496233,0.000054332944,0.9458221,0.00005181184,0.000011928331,0.00022641558,0.00014601948,0.0010956131,0.0029683758],"genre_scores_gemma":[0.32454976,0.00007128966,0.6728221,0.000017911923,0.0000041062017,0.00025536565,0.00028522487,0.00014802048,0.0018462919],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950576,0.000082391256,0.000032203858,0.00007794364,0.00023483847,0.00006683526],"domain_scores_gemma":[0.9992316,0.00025982485,0.000113119706,0.00012861968,0.00021111888,0.00005575399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010447168,0.0007302295,0.0006572367,0.0005679108,0.0005437824,0.0009106081,0.001127589,0.00054951845,0.003313761],"category_scores_gemma":[0.0017303061,0.00057619286,0.0007955703,0.00032036332,0.00042686574,0.0006396561,0.0010095389,0.00066490093,0.00044112638],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000572619,0.000074744305,0.00081193744,0.000094107774,0.000015793285,0.00006452795,0.00009516471,0.9430743,0.017980872,0.002777375,0.00033232238,0.034621634],"study_design_scores_gemma":[0.00002438695,0.00011836765,0.00028172796,0.00001038751,0.000011441004,0.000020842046,0.00003528624,0.98244864,0.012622613,0.0018532324,0.0025540043,0.000019086578],"about_ca_topic_score_codex":0.0048961015,"about_ca_topic_score_gemma":0.009180416,"teacher_disagreement_score":0.0048961015,"about_ca_system_score_codex":0.0009532061,"about_ca_system_score_gemma":0.0032912677,"threshold_uncertainty_score":0.01108557},"labels":[],"label_agreement":null},{"id":"W2129666034","doi":"10.2118/84500-pa","title":"Comprehensive Transient Modeling of Sand Production in Horizontal Wellbores","year":2007,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Petroleum engineering; Borehole; Consistency (knowledge bases); Geotechnical engineering; Deformation (meteorology); Flow (mathematics); Geology; Submarine pipeline; Shear (geology); Completion (oil and gas wells); Geomechanics; Mechanics; Engineering; Mathematics; Geometry","score_opus":0.01127352138413825,"score_gpt":0.2296486442231183,"score_spread":0.21837512283898003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129666034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96029246,0.000055501445,0.03303545,0.00008341803,0.0000103325165,0.000035835863,0.00026285034,0.00020733156,0.0060168994],"genre_scores_gemma":[0.99805695,0.000020581418,0.0010286726,0.0000041445933,0.0000010313404,0.000015089369,0.000045802306,0.00000762938,0.0008200276],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992216,0.000013195942,0.0000047047006,0.00001842866,0.000016523316,0.000025007657],"domain_scores_gemma":[0.99980575,0.000097089105,0.000029883811,0.000017220505,0.000031450407,0.000018577857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018870062,0.00026416683,0.00033800263,0.00027682722,0.0003685865,0.0006294625,0.00054086646,0.0007638718,0.0013304917],"category_scores_gemma":[0.00056060706,0.0002524061,0.00040953644,0.000221221,0.0005165863,0.00044142836,0.00034984626,0.00033541504,0.00014232405],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001947162,0.00001564429,0.0015872841,0.000006314502,0.0000032894886,0.00004256807,0.000015728212,0.99574465,0.0014707015,0.0003698209,0.000033359433,0.0006911398],"study_design_scores_gemma":[0.000002357486,0.000011826987,0.0005253524,0.0000011575011,0.0000016673389,0.000003374261,0.000011228974,0.99902546,0.00028957558,0.00008529597,0.000040593575,0.0000021143655],"about_ca_topic_score_codex":0.02594639,"about_ca_topic_score_gemma":0.0122077875,"teacher_disagreement_score":0.02594639,"about_ca_system_score_codex":0.0010173047,"about_ca_system_score_gemma":0.00080295006,"threshold_uncertainty_score":0.05159068},"labels":[],"label_agreement":null},{"id":"W2130138644","doi":"10.2118/119084-pa","title":"Stability, Accuracy, and Efficiency of Sequential Methods for Coupled Flow and Geomechanics","year":2011,"lang":"en","type":"article","venue":"SPE Journal","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":233,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Earth Sciences Division; CMG Reservoir Simulation Foundation; Massachusetts Institute of Technology; U.S. Department of Energy","keywords":"Geomechanics; Flow (mathematics); Coupling (piping); Stability (learning theory); Convergence (economics); Nonlinear system; Applied mathematics; Mathematics; Plasticity; Stress (linguistics); Mechanics; Computer science; Geotechnical engineering; Geology; Materials science; Physics; Geometry","score_opus":0.09180468176225424,"score_gpt":0.3746197260434923,"score_spread":0.28281504428123805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130138644","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25430086,0.00038100898,0.7348324,0.00038766876,0.00007030285,0.00013739987,0.0001041785,0.00047418958,0.00931195],"genre_scores_gemma":[0.8434761,0.00015689273,0.15313974,0.00006232999,0.000030974013,0.00019281264,0.00010692166,0.00015812278,0.0026761831],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990293,0.0002992639,0.000066627916,0.00009652735,0.00041432818,0.00009401815],"domain_scores_gemma":[0.99527055,0.0022808693,0.00048008963,0.0005065127,0.0013029136,0.00015902023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027801185,0.0008509293,0.0005846106,0.00073271873,0.00064202066,0.0007016242,0.0013643847,0.00089074986,0.002201535],"category_scores_gemma":[0.009361855,0.00036746726,0.00071294827,0.00034989812,0.0014064775,0.0009365117,0.0020309272,0.00080560445,0.0003823309],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036240637,0.00013824925,0.005101059,0.00015944717,0.00006061179,0.000097238124,0.00025371078,0.90576124,0.017259829,0.031285413,0.0005808555,0.03893998],"study_design_scores_gemma":[0.000009695824,0.000028804838,0.00012346092,0.000006165715,0.0000028944987,0.0000076070232,0.000008683011,0.99648273,0.0013442473,0.0017788006,0.00020310124,0.000003757208],"about_ca_topic_score_codex":0.006102575,"about_ca_topic_score_gemma":0.0031958323,"teacher_disagreement_score":0.006102575,"about_ca_system_score_codex":0.00090239465,"about_ca_system_score_gemma":0.0015355159,"threshold_uncertainty_score":0.014702857},"labels":[],"label_agreement":null},{"id":"W2133923595","doi":"10.2118/133497-pa","title":"Optimum Injection Rate of A New Chelate That Can Be Used To Stimulate Carbonate Reservoirs","year":2011,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"AkzoNobel (Canada)","funders":"Suez University; AkzoNobel; Texas A and M University","keywords":"Carbonate; Ethylenediaminetetraacetic acid; Dissolution; Chemistry; Chelation; Hydrochloric acid; Materials science; Inorganic chemistry; Organic chemistry","score_opus":0.04204133773488625,"score_gpt":0.24747669720148963,"score_spread":0.20543535946660338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133923595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9656353,0.002751686,0.027994832,0.00023298332,0.00011302625,0.00031012332,0.00031686455,0.0005798714,0.0020652264],"genre_scores_gemma":[0.95670724,0.0008351558,0.04050498,0.00009714023,0.000027102691,0.00017762661,0.00015154152,0.00010107703,0.0013981638],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999739,0.000043942866,0.00003254684,0.00007213179,0.000063158535,0.000049173093],"domain_scores_gemma":[0.9994772,0.00016983753,0.00014089991,0.00002597855,0.00012342188,0.00006259125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005154248,0.00048399667,0.00042256326,0.0003549882,0.00015400788,0.00061193464,0.00040478393,0.0005683814,0.001075719],"category_scores_gemma":[0.00082979753,0.00024203706,0.00023511451,0.00019670861,0.00020819432,0.0005722784,0.00022068757,0.00034653893,0.00041502333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017274349,0.000030496825,0.00024382863,0.000103531354,0.000003345311,0.00003005143,0.00002705587,0.00014577401,0.99644274,0.00004809946,0.000055280365,0.0026971013],"study_design_scores_gemma":[0.00001723564,0.00036860208,0.0006443895,0.0000096927915,0.0000097582915,0.000038690865,0.000015879108,0.0011250947,0.9963336,0.00001531349,0.0014112454,0.000010570567],"about_ca_topic_score_codex":0.0003293693,"about_ca_topic_score_gemma":0.0005398407,"teacher_disagreement_score":0.001075719,"about_ca_system_score_codex":0.0002891358,"about_ca_system_score_gemma":0.0003109495,"threshold_uncertainty_score":0.0035986304},"labels":[],"label_agreement":null},{"id":"W2152879035","doi":"10.2118/141589-pa","title":"Sequential Quadratic Programming for Solving Constrained Production Optimization–Case Study From Brugge Field","year":2012,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Supercomputing Center for Education and Research, University of Oklahoma; University of Oklahoma","keywords":"Sequential quadratic programming; Mathematical optimization; Reservoir simulation; Broyden–Fletcher–Goldfarb–Shanno algorithm; Quadratic programming; Production (economics); Computation; Computer science; Realization (probability); Well control; Completion (oil and gas wells); Active set method; Optimization problem; Mathematics; Algorithm; Petroleum engineering; Nonlinear programming; Engineering; Nonlinear system","score_opus":0.036559705653534856,"score_gpt":0.3152227753225827,"score_spread":0.27866306966904786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152879035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7239035,0.002224637,0.2233136,0.0025853007,0.00017250063,0.0005082895,0.0027761369,0.00084098196,0.04367514],"genre_scores_gemma":[0.91120154,0.00032823856,0.08030001,0.000107001855,0.000030125932,0.0002831488,0.0010001264,0.00010866678,0.0066411225],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991289,0.00035813593,0.000036520738,0.00011248686,0.00017453186,0.00018944948],"domain_scores_gemma":[0.9938298,0.0051184953,0.00016780545,0.00016446976,0.00052465143,0.00019492264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023592128,0.0012408468,0.0014601419,0.0010586688,0.0011315795,0.0011783335,0.001133799,0.0026202106,0.006976506],"category_scores_gemma":[0.0053628916,0.00062055775,0.0012354214,0.0015790053,0.0009964221,0.0008363884,0.0010790984,0.0017002918,0.00045994998],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007214121,0.00011388111,0.0005931334,0.000098200864,0.000017321121,0.00024732188,0.000026778122,0.9914283,0.0002305843,0.0019699712,0.0010530266,0.004149334],"study_design_scores_gemma":[0.000042000767,0.00005141269,0.00038513582,0.000009162606,0.000005634468,0.000022596518,0.000047524216,0.99661463,0.00027664233,0.0018420172,0.0006950331,0.000008277946],"about_ca_topic_score_codex":0.04220124,"about_ca_topic_score_gemma":0.031204093,"teacher_disagreement_score":0.04220124,"about_ca_system_score_codex":0.001380736,"about_ca_system_score_gemma":0.0014721999,"threshold_uncertainty_score":0.08391124},"labels":[],"label_agreement":null},{"id":"W2157923336","doi":"10.2118/84202-pa","title":"A New Method for Measuring Solvent Diffusivity in Heavy Oil by Dynamic Pendant Drop Shape Analysis (DPDSA)","year":2006,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; Petroleum Technology Research Centre","keywords":"Thermal diffusivity; Drop (telecommunication); Surface tension; Solvent; Chemistry; Pressure drop; Biot number; Mass transfer; Thermodynamics; Mechanics; Materials science; Chromatography; Organic chemistry; Mechanical engineering; Physics","score_opus":0.00920050762123474,"score_gpt":0.2690104994299262,"score_spread":0.25980999180869147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157923336","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12303829,0.00033736762,0.8734331,0.0001267521,0.00008556191,0.0001681367,0.00040689376,0.0010026759,0.001401208],"genre_scores_gemma":[0.39119816,0.0004292795,0.60586,0.00004869837,0.000023772018,0.0004342616,0.00026153048,0.00009021657,0.0016540905],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999445,0.000042580923,0.000030044224,0.000111749265,0.00033771482,0.000032893633],"domain_scores_gemma":[0.99954623,0.00013499013,0.00007468569,0.000077187164,0.00013847496,0.000028351113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056041876,0.0006138576,0.00054664107,0.0008961645,0.00033422123,0.00040353695,0.00089959166,0.0004814549,0.0011087661],"category_scores_gemma":[0.00080056064,0.00035742135,0.00040349906,0.00043127124,0.00041638987,0.0008119719,0.0005231016,0.0008174482,0.00034232592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006454612,0.000045433015,0.0008874783,0.00012319777,0.00001549596,0.00004053138,0.000034844634,0.0027456454,0.9607894,0.0015302089,0.00020820943,0.03351501],"study_design_scores_gemma":[0.000015374237,0.00009002731,0.0012022951,0.000004780286,0.000016306449,0.00008023284,0.000013353129,0.12494402,0.8709328,0.0002948455,0.002376491,0.000029427256],"about_ca_topic_score_codex":0.00112206,"about_ca_topic_score_gemma":0.001239457,"teacher_disagreement_score":0.00112206,"about_ca_system_score_codex":0.000643889,"about_ca_system_score_gemma":0.0006982966,"threshold_uncertainty_score":0.004671812},"labels":[],"label_agreement":null},{"id":"W2161544844","doi":"10.2118/89418-pa","title":"Impact of Acid Additives on the Rheological Properties of a Viscoelastic Surfactant and Their Influence on Field Application","year":2008,"lang":"en","type":"article","venue":"SPE Journal","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta; Texas A and M University","keywords":"Pulmonary surfactant; Viscoelasticity; Rheology; Viscosity; Micelle; Chemical engineering; Polymer; Materials science; Chemistry; Organic chemistry; Composite material; Aqueous solution","score_opus":0.020831293412522496,"score_gpt":0.23223379788928994,"score_spread":0.21140250447676745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161544844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962255,0.0017587852,0.0008964873,0.000040362305,0.00001714657,0.000018337467,0.000052336767,0.00002733325,0.0009638997],"genre_scores_gemma":[0.99662685,0.0010798335,0.0014068951,0.000022636914,0.000011346746,0.000008217702,0.00007381549,0.000018430781,0.00075190666],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975044,0.00007588889,0.00002581561,0.000037391263,0.00007234273,0.000038037615],"domain_scores_gemma":[0.9991492,0.0003977732,0.00013515714,0.000040601466,0.00020731577,0.000069848626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004191723,0.00037468792,0.0003281319,0.00041835697,0.00022634199,0.0005855539,0.0001896731,0.00025081323,0.0013233097],"category_scores_gemma":[0.0011991618,0.00015902195,0.00014856312,0.0002487257,0.00018628882,0.00037511715,0.00017728204,0.00030362836,0.00023692219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003368106,0.00004284151,0.0006568853,0.000065511165,0.000010310222,0.00006964144,0.000037064714,0.00024691471,0.99503565,0.000029571116,0.000020501313,0.0034484486],"study_design_scores_gemma":[0.0000062388785,0.00049226073,0.0023823625,0.000008802568,0.000023952976,0.00007254886,0.000035658668,0.00055871403,0.9954307,0.000013219035,0.00097010215,0.0000053609206],"about_ca_topic_score_codex":0.000746726,"about_ca_topic_score_gemma":0.0006443009,"teacher_disagreement_score":0.0013233097,"about_ca_system_score_codex":0.0001876469,"about_ca_system_score_gemma":0.00020612807,"threshold_uncertainty_score":0.0044268966},"labels":[],"label_agreement":null},{"id":"W2172510124","doi":"10.2118/146318-pa","title":"Transient-Nonisothermal-Multiphase-Wellbore-Model Development With Phase Change and Its Application to Producer Wells","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Shell Exploration and Production Company","keywords":"Wellhead; Petroleum engineering; Multiphase flow; Mechanics; Heat transfer; Condensation; Pressure drop; Wellbore; Pressure gradient; Baffle; Environmental science; Geology; Thermodynamics; Engineering; Mechanical engineering","score_opus":0.03188344373257703,"score_gpt":0.2821107928469193,"score_spread":0.2502273491143423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172510124","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3291971,0.00034123464,0.65034616,0.00038839376,0.00010227535,0.0003862562,0.0008305124,0.0019724406,0.016435595],"genre_scores_gemma":[0.928992,0.00015798825,0.06619915,0.000045075583,0.000015517668,0.00040898626,0.00034180717,0.00016939225,0.003670161],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998523,0.00005197509,0.000009994044,0.000026447196,0.000034083136,0.000025202058],"domain_scores_gemma":[0.999595,0.00021609559,0.00004040165,0.000038495127,0.000083032115,0.000026931015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056351366,0.00055827555,0.0006384642,0.00034115385,0.00048091458,0.00088395586,0.0013039974,0.0013232059,0.0021744675],"category_scores_gemma":[0.0010656365,0.00037716317,0.0007979555,0.00034616762,0.00050416606,0.00071258895,0.0007007919,0.00091460755,0.00032001533],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024522638,0.000026105954,0.0005084178,0.000018945904,0.000005655671,0.000037188143,0.000014132901,0.99561477,0.0011914714,0.0010004812,0.00009566526,0.0014626374],"study_design_scores_gemma":[0.000003292869,0.0000056853096,0.000036753758,9.651914e-7,8.999079e-7,0.0000016961978,0.0000029724772,0.999416,0.00029917053,0.00009148635,0.00013972342,0.0000014257097],"about_ca_topic_score_codex":0.012623059,"about_ca_topic_score_gemma":0.006914855,"teacher_disagreement_score":0.012623059,"about_ca_system_score_codex":0.0007085324,"about_ca_system_score_gemma":0.001135065,"threshold_uncertainty_score":0.025099218},"labels":[],"label_agreement":null},{"id":"W2177116738","doi":"10.2118/163608-pa","title":"Preconditioning for Efficiently Applying Algebraic Multigrid in Fully Implicit Reservoir Simulations","year":2014,"lang":"en","type":"article","venue":"SPE Journal","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo; Universität zu Köln; University of Calgary","keywords":"Jacobian matrix and determinant; Multigrid method; Robustness (evolution); Computer science; Applied mathematics; Decoupling (probability); Reservoir simulation; MATLAB; Algebraic number; Mathematics; Mathematical optimization; Control engineering; Partial differential equation; Mathematical analysis; Engineering","score_opus":0.024158904908492825,"score_gpt":0.31861945148106685,"score_spread":0.29446054657257403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177116738","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15169163,0.00021061052,0.839228,0.00033521364,0.0000866137,0.000108611384,0.00012692389,0.0014380681,0.006774354],"genre_scores_gemma":[0.7971698,0.00010632593,0.20144188,0.000054546086,0.000022794162,0.00010642942,0.00013341755,0.0001857901,0.00077892275],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99965763,0.0001492884,0.000018421257,0.0000235084,0.00010827909,0.000042799347],"domain_scores_gemma":[0.9991634,0.00041054175,0.00007327232,0.00013614105,0.00014757298,0.00006909494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005854677,0.00040451408,0.00047430827,0.0003140952,0.00035274436,0.0005681341,0.0006428625,0.00061536423,0.001590402],"category_scores_gemma":[0.0025281457,0.00019994062,0.00032852034,0.0002824296,0.0005520502,0.00038341567,0.0012720041,0.0007176361,0.000322035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001234938,0.000081616476,0.0012043357,0.00011264008,0.00002089004,0.00013822764,0.00011666517,0.9412133,0.015143843,0.011620641,0.0008828393,0.029341493],"study_design_scores_gemma":[0.0000054455286,0.000010331324,0.0000532701,0.0000027311708,9.571999e-7,0.000004843155,0.0000041077687,0.99743927,0.0012874884,0.0009404257,0.00024888286,0.0000020888438],"about_ca_topic_score_codex":0.0026899176,"about_ca_topic_score_gemma":0.0023211176,"teacher_disagreement_score":0.0026899176,"about_ca_system_score_codex":0.0002476795,"about_ca_system_score_gemma":0.00065807655,"threshold_uncertainty_score":0.0053485036},"labels":[],"label_agreement":null},{"id":"W2178064435","doi":"10.2118/143946-pa","title":"Experiments and Analysis of Multiscale Viscous Fingering During Forced Imbibition","year":2012,"lang":"en","type":"article","venue":"SPE Journal","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Stanford Bio-X; Electric Power Research Institute; Dartmouth College; U.S. Department of Energy","keywords":"Viscous fingering; Imbibition; Capillary action; Mechanics; Displacement (psychology); Scaling; Porous medium; Capillary number; Viscosity; Materials science; Enhanced oil recovery; Viscous liquid; Saturation (graph theory); Flow (mathematics); Multiphase flow; Capillary pressure; Geology; Porosity; Physics; Mathematics; Petroleum engineering; Geometry; Composite material","score_opus":0.00750973024101079,"score_gpt":0.2566504772580977,"score_spread":0.2491407470170869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178064435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970294,0.000039412345,0.002510517,0.00001059581,0.0000031897966,0.000008062973,0.00007357819,0.00003288286,0.00029229574],"genre_scores_gemma":[0.9980399,0.000020852603,0.0017694744,0.0000033124481,0.000001377518,0.0000075164503,0.000033749424,0.0000060666603,0.00011772686],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990857,0.0000066296802,0.0000067750257,0.0000210776,0.00003494561,0.000022053522],"domain_scores_gemma":[0.99962926,0.0001401677,0.00007343839,0.00006441571,0.00005713303,0.000035602578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014847193,0.0001466901,0.00016117285,0.00022155745,0.00020192776,0.00020171358,0.0002154813,0.00017521283,0.0006981209],"category_scores_gemma":[0.0004960057,0.00010476822,0.00013605981,0.00017225213,0.0002690194,0.00020772796,0.00021685728,0.00024309118,0.000060707593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009523082,0.000045646775,0.0013281322,0.00003085024,0.0000056157924,0.00009036407,0.00007971833,0.0034915656,0.9914507,0.0002494687,0.000046240682,0.0030863865],"study_design_scores_gemma":[0.000011991163,0.0002469156,0.00938094,0.0000044297844,0.0000064530664,0.00006533789,0.000041752926,0.057945944,0.9318077,0.00017834887,0.0002965325,0.0000136960625],"about_ca_topic_score_codex":0.0009128533,"about_ca_topic_score_gemma":0.0009224205,"teacher_disagreement_score":0.0009128533,"about_ca_system_score_codex":0.00026902708,"about_ca_system_score_gemma":0.000112711365,"threshold_uncertainty_score":0.0023354292},"labels":[],"label_agreement":null},{"id":"W2180608274","doi":"10.2118/141032-pa","title":"Application of Operator-Splitting Technique in Numerical Simulation of Gas-Hydrate Reservoirs","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Decoupling (probability); Operator splitting; Hydrate; Operator (biology); Clathrate hydrate; Computer simulation; Flow (mathematics); Dissociation (chemistry); Mechanics; Convergence (economics); Computer science; Chemistry; Statistical physics; Applied mathematics; Mathematics; Physics; Physical chemistry","score_opus":0.008415309697944445,"score_gpt":0.24639967890787923,"score_spread":0.2379843692099348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180608274","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37676284,0.00018381076,0.61468345,0.00029061598,0.000057844027,0.00014925507,0.00008182192,0.00042518182,0.0073651006],"genre_scores_gemma":[0.8376688,0.000115771596,0.1608459,0.000030209867,0.000009886422,0.00014606344,0.000047292586,0.000042704112,0.0010933622],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998549,0.00006690274,0.0000077823215,0.000010162314,0.00004196244,0.000018260773],"domain_scores_gemma":[0.9996044,0.00021385803,0.000039817063,0.00003932954,0.00007080979,0.00003183764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006202077,0.00029340893,0.00035444665,0.0002587943,0.000353941,0.00034440012,0.00068295246,0.0006010669,0.0006441769],"category_scores_gemma":[0.0009981708,0.00016890961,0.00032101973,0.00032376073,0.0005602521,0.00030358986,0.00068156916,0.0004312155,0.00010337265],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000587278,0.000060626815,0.0011862335,0.000054289994,0.000017722246,0.00013732245,0.00012965151,0.95999753,0.017324835,0.010022276,0.00014732353,0.010863444],"study_design_scores_gemma":[0.000003122977,0.000010443075,0.000044703083,0.0000012328846,7.824011e-7,0.000004403146,0.000004697676,0.9985435,0.00079605466,0.00046795295,0.000121606696,0.0000015271877],"about_ca_topic_score_codex":0.003124272,"about_ca_topic_score_gemma":0.0016914819,"teacher_disagreement_score":0.003124272,"about_ca_system_score_codex":0.0003325954,"about_ca_system_score_gemma":0.0006929183,"threshold_uncertainty_score":0.006212175},"labels":[],"label_agreement":null},{"id":"W2186129615","doi":"10.2118/178427-pa","title":"Overview of Performance and Analytical Modeling Techniques for Electromagnetic Heating and Applications to Steam-Assisted-Gravity-Drainage Process Startup","year":2015,"lang":"en","type":"article","venue":"SPE Journal","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Suncor Energy (Canada); University of Alberta","funders":"","keywords":"Steam-assisted gravity drainage; Injector; Asphalt; Petroleum engineering; Steam injection; Oil sands; Induction heating; Environmental science; Nuclear engineering; Engineering; Waste management; Electromagnetic coil; Mechanical engineering; Materials science; Electrical engineering","score_opus":0.061416527099903445,"score_gpt":0.3295191270517192,"score_spread":0.26810259995181573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186129615","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012756335,0.0056623463,0.9635266,0.00032715345,0.00012844955,0.00018756988,0.0004178317,0.0024309128,0.014562856],"genre_scores_gemma":[0.47320002,0.028562488,0.47061396,0.00016894579,0.0002696203,0.00096779596,0.0013872386,0.0011203472,0.023709528],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948764,0.00009099933,0.000038220092,0.00007144567,0.0002743883,0.00003724866],"domain_scores_gemma":[0.9993327,0.00026150356,0.00007585024,0.00007477464,0.00023777837,0.000017352186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011824128,0.0012218008,0.0008674213,0.0012277741,0.0005708296,0.0012728809,0.0018510267,0.0011875564,0.0036170634],"category_scores_gemma":[0.0013601882,0.00074278563,0.0016940959,0.0014725603,0.00036443613,0.00124649,0.00054933334,0.0012119446,0.0023809955],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015787604,0.00029155542,0.0026590945,0.0019247681,0.00013531467,0.00031705017,0.00034440422,0.5972229,0.07971458,0.023455642,0.0046032746,0.28917354],"study_design_scores_gemma":[0.000011738624,0.000117323754,0.0006367115,0.00011811049,0.000035319386,0.00010709613,0.00004307649,0.94333005,0.024614282,0.0032263817,0.02771195,0.00004798528],"about_ca_topic_score_codex":0.0040008463,"about_ca_topic_score_gemma":0.002348463,"teacher_disagreement_score":0.0040008463,"about_ca_system_score_codex":0.0011039049,"about_ca_system_score_gemma":0.0008970868,"threshold_uncertainty_score":0.012100339},"labels":[],"label_agreement":null},{"id":"W2198619853","doi":"10.2118/176032-pa","title":"Determination of Individual Diffusion Coefficients of Solvent/CO2 Mixture in Heavy Oil With Pressure-Decay Method","year":2015,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina; University of Alberta","funders":"Petroleum Technology Research Centre","keywords":"Diffusion; Solvent; Chemistry; Molecular diffusion; Fraction (chemistry); Phase (matter); Volume fraction; Mole fraction; Thermodynamics; Diffusion process; Light crude oil; Analytical Chemistry (journal); Chromatography; Organic chemistry; Physical chemistry","score_opus":0.017173487938918063,"score_gpt":0.26433301416571087,"score_spread":0.2471595262267928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2198619853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58147967,0.0017471291,0.41308185,0.00011481903,0.000070056325,0.00017739412,0.00052830053,0.00067386194,0.0021269],"genre_scores_gemma":[0.85130745,0.0015130051,0.14419928,0.00004316874,0.000020310768,0.0003297106,0.00034066205,0.00008635218,0.0021601163],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992994,0.00006873791,0.00003509871,0.00019509059,0.00034541855,0.000056085766],"domain_scores_gemma":[0.9993293,0.00021450726,0.00011335163,0.00006115941,0.00024778515,0.000033795954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000705297,0.00065694394,0.00044307273,0.0011046103,0.00029318605,0.00030787836,0.0007182762,0.0004339977,0.00081014563],"category_scores_gemma":[0.0013685583,0.00031589795,0.0003516427,0.00057738245,0.00041508384,0.00083237287,0.0005326442,0.0009812776,0.00036117336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045143155,0.00001403895,0.0006486557,0.00007913597,0.000007571163,0.00003086012,0.000037118487,0.00041986015,0.9915394,0.00028818296,0.00004142004,0.0068486542],"study_design_scores_gemma":[0.0000041782555,0.000043227876,0.0008628792,0.000003919811,0.000007853507,0.000047642265,0.000016552594,0.014442325,0.983841,0.00006477469,0.00065353676,0.000012035069],"about_ca_topic_score_codex":0.001941364,"about_ca_topic_score_gemma":0.0017887666,"teacher_disagreement_score":0.001941364,"about_ca_system_score_codex":0.00044654222,"about_ca_system_score_gemma":0.00051662914,"threshold_uncertainty_score":0.0038601756},"labels":[],"label_agreement":null},{"id":"W2209504942","doi":"10.2118/168598-pa","title":"Fracture Characterization Using Flowback Salt-Concentration Transient","year":2015,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada); University of Alberta","funders":"","keywords":"Salinity; Shale gas; Plateau (mathematics); Geology; Fracture (geology); Environmental science; Hydrology (agriculture); Oil shale; Petroleum engineering; Soil science; Geotechnical engineering; Mathematics","score_opus":0.015381795520600613,"score_gpt":0.23016263594425737,"score_spread":0.21478084042365675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2209504942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98821974,0.000028167638,0.010566871,0.00001573568,0.0000029433172,0.000013239429,0.00046802792,0.0002264954,0.00045869235],"genre_scores_gemma":[0.9976788,0.0000138113155,0.0019484444,0.0000031878646,6.522507e-7,0.0000053363015,0.00018761698,0.0000058373807,0.00015642654],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999161,0.000004367199,0.0000072872595,0.000025976995,0.000032815242,0.000013502122],"domain_scores_gemma":[0.99980325,0.00003925125,0.00004158556,0.000020367088,0.00007323769,0.000022350403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017064321,0.00019445886,0.00024048875,0.0009081037,0.00024457372,0.00037386996,0.000397551,0.00038687707,0.0014823759],"category_scores_gemma":[0.0004191777,0.00013574427,0.00027099127,0.0005118547,0.00019240958,0.0004339255,0.00024746094,0.00022661644,0.00013188318],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005229486,0.00028899984,0.24701944,0.00017476272,0.00006468017,0.00071305473,0.0005020398,0.21353945,0.48843372,0.001011986,0.0004599193,0.04726902],"study_design_scores_gemma":[0.000008854093,0.00011456293,0.07432288,0.000008120649,0.000014855232,0.00008641391,0.0002015307,0.85567045,0.06904101,0.00024009633,0.00026217292,0.00002912424],"about_ca_topic_score_codex":0.009654638,"about_ca_topic_score_gemma":0.010775928,"teacher_disagreement_score":0.009654638,"about_ca_system_score_codex":0.00065484137,"about_ca_system_score_gemma":0.00026107652,"threshold_uncertainty_score":0.019196868},"labels":[],"label_agreement":null},{"id":"W2232710887","doi":"10.2118/174558-pa","title":"Measurement and Modeling of Solubility and Saturated-Liquid Density and Viscosity for Methane/Athabasca-Bitumen Mixtures","year":2015,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Solubility; Methane; Asphalt; Dissolution; Thermodynamics; Chemistry; Viscosity; Equation of state; Oil sands; Phase (matter); Mineralogy; Analytical Chemistry (journal); Materials science; Organic chemistry","score_opus":0.0423752215159832,"score_gpt":0.26521332304975115,"score_spread":0.22283810153376796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2232710887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96227455,0.00015148954,0.035803944,0.000036157424,0.0000047582434,0.000036540398,0.00036060208,0.00022522637,0.0011067148],"genre_scores_gemma":[0.99410677,0.00009038478,0.0053000916,0.000003401769,8.7034834e-7,0.000033182343,0.00012899598,0.000015782663,0.00032052072],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986494,0.000013291147,0.000009583193,0.000025140804,0.00007201495,0.0000150794685],"domain_scores_gemma":[0.99989593,0.00003333591,0.000027120417,0.000011105419,0.00002700742,0.0000053621693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001862311,0.00033062804,0.00016952565,0.0004167024,0.00017448077,0.0002110134,0.00044008868,0.00021708134,0.0006768142],"category_scores_gemma":[0.0003280018,0.00014200062,0.000264561,0.00031171436,0.00018345665,0.0003557612,0.00018875155,0.0002368689,0.00017990754],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022703056,0.00010051839,0.014134477,0.00014400532,0.000022684822,0.00018968969,0.000088559995,0.13640593,0.8328208,0.00097627455,0.000102719445,0.014787356],"study_design_scores_gemma":[0.000010316863,0.0001313789,0.009264109,0.000006005503,0.0000127656385,0.00005132277,0.000045188208,0.5807763,0.40882435,0.00020171283,0.00065798167,0.000018555269],"about_ca_topic_score_codex":0.0060433648,"about_ca_topic_score_gemma":0.004930477,"teacher_disagreement_score":0.9939566,"about_ca_system_score_codex":0.0006576371,"about_ca_system_score_gemma":0.0002697447,"threshold_uncertainty_score":0.012016416},"labels":[],"label_agreement":null},{"id":"W2234037658","doi":"10.2118/178429-pa","title":"Analytical and Experimental Investigations of Gas-Flow Regimes in Shales Considering the Influence of Mean Effective Stress","year":2015,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Permeability (electromagnetism); Shale gas; Mechanics; Porous medium; Petroleum engineering; Oil shale; Relative permeability; Fluid dynamics; Geology; Flow (mathematics); Volumetric flow rate; Geotechnical engineering; Porosity; Chemistry; Physics","score_opus":0.02062662183859169,"score_gpt":0.26029292543064014,"score_spread":0.23966630359204846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2234037658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998539,0.000064331456,0.000995687,0.000008781205,0.0000012120485,0.0000049454948,0.000048240057,0.000020460226,0.00031740457],"genre_scores_gemma":[0.99916375,0.000050043076,0.00062705955,0.000001975783,0.0000014854489,0.0000057981356,0.00003082068,0.0000021320304,0.000117085976],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980277,0.000025263302,0.000015961989,0.00003338562,0.00008774967,0.000034860266],"domain_scores_gemma":[0.9994319,0.0002283894,0.000103101345,0.000042117288,0.00016304097,0.000031472937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047530033,0.00017814453,0.00019447629,0.00038497298,0.00040310516,0.00021130533,0.00027191808,0.00019653556,0.0009122655],"category_scores_gemma":[0.0006413204,0.00014015511,0.00012834468,0.0003302818,0.00055045023,0.00032632687,0.00018135722,0.00026109072,0.00009481918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021311172,0.00012221765,0.005955248,0.00007813564,0.0000052089104,0.00013143715,0.0003373487,0.0066356477,0.9796856,0.00029707403,0.000049687165,0.006489173],"study_design_scores_gemma":[0.000010188341,0.0007954887,0.053931322,0.000013444236,0.000011485895,0.00012621077,0.00045105105,0.041007314,0.9028915,0.00017985118,0.00055357267,0.000028482684],"about_ca_topic_score_codex":0.0014723234,"about_ca_topic_score_gemma":0.0024622,"teacher_disagreement_score":0.0014723234,"about_ca_system_score_codex":0.00031133954,"about_ca_system_score_gemma":0.00019878829,"threshold_uncertainty_score":0.003051877},"labels":[],"label_agreement":null},{"id":"W2236203789","doi":"10.2118/173210-pa","title":"Simulation of Coupled Thermal/Hydrological/Mechanical Phenomena in Porous Media","year":2015,"lang":"en","type":"article","venue":"SPE Journal","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Energy Technology Laboratory; CMG Reservoir Simulation Foundation; Colorado School of Mines; U.S. Department of Energy","keywords":"Poromechanics; Cauchy stress tensor; Permeability (electromagnetism); Porous medium; Stress (linguistics); Strain rate tensor; Thermal; Geotechnical engineering; Flow (mathematics); Mechanics; Reservoir engineering; Reservoir simulation; Stress field; Geology; Porosity; Petroleum engineering; Mathematics; Finite element method; Engineering; Thermodynamics; Physics; Mathematical analysis; Structural engineering; Chemistry","score_opus":0.06426690545445139,"score_gpt":0.3265385002750561,"score_spread":0.2622715948206047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236203789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8709858,0.00019135872,0.115267366,0.00023198988,0.000062316685,0.00012895874,0.00041213783,0.000646722,0.0120734535],"genre_scores_gemma":[0.9865845,0.00005030068,0.011761134,0.000025692838,0.000008189448,0.00006495954,0.00008011172,0.000030483952,0.0013945741],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985063,0.000038917267,0.0000079459505,0.000022267866,0.00004147932,0.000038731952],"domain_scores_gemma":[0.99941015,0.00034633267,0.00007043123,0.000045299126,0.0000629294,0.00006487377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035677094,0.000329137,0.00041406954,0.0004035879,0.00053233537,0.0006993625,0.0006965283,0.0009314305,0.0015609041],"category_scores_gemma":[0.0010157339,0.000342114,0.00047617443,0.00033401483,0.00081819354,0.0004938575,0.0008603541,0.0004601269,0.00012356059],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003262563,0.000042515905,0.0010149115,0.000017062464,0.000013212228,0.000066538894,0.000022778577,0.9926605,0.0027907512,0.0016836051,0.0000841705,0.0015713733],"study_design_scores_gemma":[0.0000069000866,0.000008139816,0.00013543002,0.0000012143828,0.0000017366191,0.000005799721,0.0000055257574,0.9987633,0.0006692719,0.00030081987,0.000099437224,0.0000023160385],"about_ca_topic_score_codex":0.00834931,"about_ca_topic_score_gemma":0.004449193,"teacher_disagreement_score":0.00834931,"about_ca_system_score_codex":0.0007193033,"about_ca_system_score_gemma":0.0008276867,"threshold_uncertainty_score":0.016601384},"labels":[],"label_agreement":null},{"id":"W2262656189","doi":"10.2118/170957-pa","title":"Estimation of Solubility and Diffusivity of Gases in Heavy Oils by Use of Late-Time Pressure-Decay Data: An Analytical/Graphical Approach","year":2015,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Thermal diffusivity; Diffusion; Constant (computer programming); Thermodynamics; Solubility; Chemistry; Volume (thermodynamics); Gaseous diffusion; Phase (matter); Vapor pressure; Mechanics; Computer science; Physics; Physical chemistry; Organic chemistry","score_opus":0.05500487861717157,"score_gpt":0.28051716795756054,"score_spread":0.22551228934038897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2262656189","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021634037,0.00009284074,0.9761786,0.00007761107,0.000013083686,0.000050685358,0.00019664959,0.0011855105,0.0005709131],"genre_scores_gemma":[0.41743204,0.00028473017,0.58036757,0.00008112301,0.000032365464,0.00021304791,0.00037618913,0.00015934167,0.0010535951],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905866,0.00028841826,0.00006848908,0.00019896048,0.00032375669,0.00006179735],"domain_scores_gemma":[0.9961248,0.002098447,0.0007106253,0.0003117692,0.0006657099,0.00008870266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014925643,0.0010311514,0.0005698446,0.0035171947,0.0002898686,0.0010881433,0.0013774479,0.00068381283,0.0016483668],"category_scores_gemma":[0.005807571,0.00053247233,0.0010804079,0.0011383621,0.0005777976,0.0010543178,0.0008588691,0.0010529637,0.0006000612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004753854,0.00029678905,0.0085387025,0.0006166182,0.00013951861,0.0003811105,0.0002638637,0.29063416,0.40296414,0.025610603,0.0016979318,0.26838124],"study_design_scores_gemma":[0.000013078414,0.00007844819,0.0015678554,0.000016733897,0.00002862992,0.00013992225,0.000025900992,0.9234717,0.067913964,0.0054640747,0.0012136211,0.00006618037],"about_ca_topic_score_codex":0.0023145953,"about_ca_topic_score_gemma":0.0014802467,"teacher_disagreement_score":0.0035171947,"about_ca_system_score_codex":0.0007613683,"about_ca_system_score_gemma":0.00073583855,"threshold_uncertainty_score":0.007893503},"labels":[],"label_agreement":null},{"id":"W2265721360","doi":"10.2118/169107-pa","title":"Preformed-Particle-Gel Extrusion Through Open Conduits During Conformance-Control Treatments","year":2015,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":133,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministère de l'Education Nationale, de l'Enseignement Superieur et de la Recherche; Missouri University of Science and Technology; Suncor Energy Incorporated; Ministry of Higher Education and Scientific Research","keywords":"Electrical conduit; Particle size; Materials science; Permeability (electromagnetism); Particle (ecology); Composite material; Chemistry; Mechanical engineering; Chemical engineering; Geology; Engineering","score_opus":0.03505517501746159,"score_gpt":0.2845259528906905,"score_spread":0.2494707778732289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265721360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943447,0.00030809452,0.0044717737,0.000014484131,0.000016643142,0.000037119815,0.00012469971,0.00017284582,0.00050973764],"genre_scores_gemma":[0.993272,0.00020590551,0.004881768,0.000017908045,0.0000066383177,0.000045511093,0.0001892157,0.00006466191,0.001316379],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978477,0.000018290304,0.00001987728,0.00007868637,0.00005014716,0.000048172635],"domain_scores_gemma":[0.9996748,0.000085143125,0.000125882,0.000035601213,0.00004880051,0.000029715477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025854274,0.00042474407,0.00032258104,0.00015035464,0.00013569108,0.00023529482,0.00021305609,0.00022970156,0.000865783],"category_scores_gemma":[0.00030825546,0.00014662661,0.00022171806,0.0001524716,0.00023924437,0.0003280209,0.0002136554,0.00045747616,0.00015771633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063357635,0.000017906921,0.00009353878,0.000037804544,0.0000034932941,0.00003797394,0.000056142133,0.00008074766,0.9983187,0.000030366204,0.00001980181,0.0012403338],"study_design_scores_gemma":[0.0000026963855,0.00007930679,0.0008540839,0.0000016324828,0.0000042551455,0.000014758364,0.000010083756,0.00032273206,0.99837685,0.000005566485,0.00032458868,0.00000334805],"about_ca_topic_score_codex":0.00050146173,"about_ca_topic_score_gemma":0.0008852308,"teacher_disagreement_score":0.000865783,"about_ca_system_score_codex":0.0001771043,"about_ca_system_score_gemma":0.00009665274,"threshold_uncertainty_score":0.0028963685},"labels":[],"label_agreement":null},{"id":"W2268357764","doi":"10.2118/178509-pa","title":"Is That Interference? A Work Flow for Identifying and Analyzing Communication Through Hydraulic Fractures in a Multiwell Pad","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"China National Offshore Oil Corporation","keywords":"Interference (communication); Offset (computer science); Work flow; Computer science; Work (physics); Petroleum engineering; Geology; Engineering; Telecommunications; Mechanical engineering; Channel (broadcasting); Industrial engineering","score_opus":0.034030760633335363,"score_gpt":0.29191353311278156,"score_spread":0.2578827724794462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268357764","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13243976,0.00009561747,0.8657768,0.00022036306,0.000012793049,0.00016585152,0.00011567817,0.0002992753,0.00087388867],"genre_scores_gemma":[0.46515098,0.000101534315,0.53410625,0.000020321238,0.000012007324,0.00009383085,0.00007947532,0.00002958717,0.0004060331],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928254,0.00022793208,0.00006298423,0.000102114915,0.00027874488,0.00004566513],"domain_scores_gemma":[0.9976674,0.0012446966,0.000317234,0.00043325403,0.00029121188,0.000046236157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016199573,0.0004584477,0.00051775516,0.0015673453,0.00066329486,0.0010337934,0.0008662253,0.0007627517,0.00086576317],"category_scores_gemma":[0.0041712606,0.00037764982,0.00053869345,0.0008728448,0.0012251233,0.0012990575,0.0010721867,0.00078726455,0.0001230787],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019890883,0.00051733886,0.049842916,0.00033225556,0.0000931111,0.001873062,0.001351756,0.5538803,0.10049617,0.04782466,0.0010991585,0.2424904],"study_design_scores_gemma":[0.000007648964,0.000100037345,0.0056430567,0.000026894531,0.000009398628,0.00017211278,0.00040775433,0.9662308,0.016904432,0.009299481,0.0011524055,0.000046065496],"about_ca_topic_score_codex":0.0019639453,"about_ca_topic_score_gemma":0.0024107757,"teacher_disagreement_score":0.0019639453,"about_ca_system_score_codex":0.00068484363,"about_ca_system_score_gemma":0.0008775239,"threshold_uncertainty_score":0.008567214},"labels":[],"label_agreement":null},{"id":"W2270806727","doi":"10.2118/179725-pa","title":"The Fracture-Compliance Method for Picking Closure Pressure From Diagnostic Fracture-Injection Tests","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":134,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Mechanics; Fracture (geology); Closure (psychology); Materials science; Structural engineering; Geology; Geotechnical engineering; Engineering; Physics","score_opus":0.012741097766052012,"score_gpt":0.2744175750556525,"score_spread":0.2616764772896005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2270806727","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.085658275,0.000060641018,0.9113825,0.00005459277,0.000023940283,0.000073947456,0.00021587823,0.0010855194,0.0014447122],"genre_scores_gemma":[0.72303516,0.00005862736,0.27537656,0.00004597047,0.00001955406,0.00015742674,0.00033571688,0.0001877783,0.00078313984],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911517,0.00012341164,0.00006277568,0.00011352193,0.0005335191,0.00005169922],"domain_scores_gemma":[0.99707305,0.0011638456,0.0006452042,0.00031961728,0.0006950724,0.00010315173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012050844,0.00044761313,0.00042144294,0.0016629576,0.0004535967,0.0006214603,0.001003851,0.00048271098,0.0015572372],"category_scores_gemma":[0.0074663307,0.0003009163,0.00035034723,0.00097394217,0.0006610463,0.0007113398,0.00080346974,0.0008419236,0.00042653587],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057215284,0.00023997904,0.055901427,0.00045115268,0.000101929734,0.00060289743,0.00057571166,0.2276591,0.13840142,0.016944926,0.003222495,0.5553268],"study_design_scores_gemma":[0.00001723821,0.00007458993,0.013963663,0.000026234065,0.00001248168,0.00026170185,0.00005765556,0.9386776,0.042044032,0.0029057346,0.0018976395,0.00006135413],"about_ca_topic_score_codex":0.0027472484,"about_ca_topic_score_gemma":0.003154633,"teacher_disagreement_score":0.0027472484,"about_ca_system_score_codex":0.00062383316,"about_ca_system_score_gemma":0.00080246886,"threshold_uncertainty_score":0.006373167},"labels":[],"label_agreement":null},{"id":"W2284775970","doi":"10.2118/178426-pa","title":"Discussion on the Effects of Temperature on Thermal Properties in the Steam-Assisted-Gravity-Drainage (SAGD) Process. Part 1: Thermal Conductivity","year":2013,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Suncor Energy (Canada)","funders":"University of Calgary; Butler University","keywords":"Thermal conductivity; Steam-assisted gravity drainage; Steam injection; Heat transfer; Petroleum engineering; Thermal conduction; Thermal reservoir; Thermal; Asphalt; Oil sands; Electrical conductor; Mechanics; Materials science; Thermodynamics; Geology; Composite material; Heat spreader","score_opus":0.011020107555704184,"score_gpt":0.21847428883766948,"score_spread":0.2074541812819653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284775970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7934023,0.024148826,0.12261806,0.0029604838,0.00046037184,0.00023824742,0.0021037527,0.0008157434,0.05325226],"genre_scores_gemma":[0.98270077,0.0045805546,0.0047246935,0.00014475142,0.000034845692,0.000060974915,0.00035884263,0.00009157217,0.0073031033],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973243,0.000039176968,0.000015961732,0.000047936668,0.00011389026,0.00005059482],"domain_scores_gemma":[0.99966085,0.00021059894,0.00004568015,0.000022248718,0.000050684688,0.000009973462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006351773,0.00059834274,0.00054693996,0.00042044732,0.00053684483,0.0009222065,0.00066767074,0.0005289992,0.0035870485],"category_scores_gemma":[0.0009990585,0.00028050633,0.0010514666,0.0005331137,0.00072714384,0.0010420445,0.00055705727,0.0008005206,0.0006919582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040832537,0.0002207545,0.00925677,0.0014838271,0.00008471917,0.0008371759,0.00063406513,0.27762717,0.64572775,0.016184438,0.0025820993,0.0449528],"study_design_scores_gemma":[0.0000108884615,0.00028922322,0.012241717,0.00011882836,0.000076213284,0.00026625668,0.00039563072,0.2920059,0.6711691,0.0034926697,0.019839335,0.00009417172],"about_ca_topic_score_codex":0.0076422063,"about_ca_topic_score_gemma":0.004546839,"teacher_disagreement_score":0.0076422063,"about_ca_system_score_codex":0.0013715142,"about_ca_system_score_gemma":0.00039134425,"threshold_uncertainty_score":0.015195429},"labels":[],"label_agreement":null},{"id":"W2287751119","doi":"10.2118/170161-pa","title":"Heavy-Oil Recovery by Combined Hot Water and Alkali/Cosolvent/Polymer Flooding","year":2015,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Shell Canada","keywords":"Petroleum engineering; Enhanced oil recovery; Oil shale; Surface tension; Alkali metal; Oil field; Viscosity; Polymer; Baffle; Water cut; Water flooding; Environmental science; Materials science; Chemical engineering; Geology; Chemistry; Waste management; Engineering; Composite material; Thermodynamics; Organic chemistry","score_opus":0.01199128657159406,"score_gpt":0.21846225963410024,"score_spread":0.20647097306250617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287751119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866542,0.00015053405,0.012324094,0.000020433996,0.000005106054,0.00002281767,0.000044119584,0.00012884285,0.00064999145],"genre_scores_gemma":[0.9905592,0.00010171896,0.00845398,0.00000525873,0.00000234907,0.0000134580605,0.00004823218,0.000020751564,0.0007950315],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999119,0.00000894808,0.000004806841,0.000016471651,0.000035074572,0.000022861863],"domain_scores_gemma":[0.9999615,0.000009168511,0.000012354841,0.000005287414,0.000004898114,0.0000067651954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013918238,0.00026331437,0.0002825384,0.00017087554,0.00012294627,0.00024855905,0.00024378939,0.00015994762,0.0007178132],"category_scores_gemma":[0.00009449496,0.00013385557,0.0002749615,0.000175279,0.00018394762,0.00029604262,0.0002927068,0.0002631412,0.0001829497],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009154102,0.000029740593,0.00015404583,0.00004052655,0.0000052647474,0.000028898237,0.000011294899,0.002252551,0.99442506,0.00009830644,0.000020034242,0.0028427662],"study_design_scores_gemma":[0.000012951517,0.00016437813,0.00029682234,0.0000012751665,0.000006210521,0.000020312173,0.0000049885143,0.006612072,0.9924448,0.00002180074,0.00041069734,0.0000038004653],"about_ca_topic_score_codex":0.00075300864,"about_ca_topic_score_gemma":0.0011691538,"teacher_disagreement_score":0.00075300864,"about_ca_system_score_codex":0.00022092315,"about_ca_system_score_gemma":0.00020647976,"threshold_uncertainty_score":0.002401352},"labels":[],"label_agreement":null},{"id":"W2288589328","doi":"10.2118/170094-pa","title":"Analytical Modeling of Emulsion Flow at the Edge of a Steam Chamber During a Steam-Assisted-Gravity-Drainage Process","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Steam-assisted gravity drainage; Emulsion; Petroleum engineering; Microbubbles; Micromodel; Steam injection; Multiphase flow; Viscosity; Mechanics; Enhanced oil recovery; Volumetric flow rate; Materials science; Phase (matter); Two-phase flow; Flow (mathematics); Environmental science; Asphalt; Porous medium; Oil sands; Chemistry; Geology; Porosity; Composite material","score_opus":0.01183658529038769,"score_gpt":0.25194967842047816,"score_spread":0.24011309313009047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288589328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6146475,0.0009105201,0.36990047,0.00034776746,0.00007760851,0.00015085332,0.00024787968,0.00032742153,0.013390086],"genre_scores_gemma":[0.9844413,0.0003289758,0.010719829,0.000031823198,0.00001389444,0.00006102294,0.000060294064,0.000024874953,0.0043181567],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992144,0.00001387023,0.0000039545084,0.000019111807,0.000021282853,0.000020316724],"domain_scores_gemma":[0.99986136,0.000056154135,0.0000273963,0.000008454269,0.000031415468,0.000015144904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023868162,0.0003642168,0.00044372046,0.0004269762,0.00031435612,0.0005550862,0.00061348156,0.001052152,0.0008270965],"category_scores_gemma":[0.0004499069,0.00022099774,0.0006378924,0.00021160877,0.0005912492,0.0004645942,0.0004181375,0.00035505847,0.00020126172],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060105143,0.000054583175,0.0011016051,0.0000763729,0.000013723262,0.0004264626,0.0001052883,0.92321557,0.06572,0.0055239415,0.00015522318,0.0035471558],"study_design_scores_gemma":[0.00000289272,0.000012240799,0.00011557772,0.0000019121462,0.000001851602,0.00001394481,0.0000068169693,0.9980447,0.0014391646,0.00020556382,0.00015243169,0.0000028165275],"about_ca_topic_score_codex":0.004210775,"about_ca_topic_score_gemma":0.0014255017,"teacher_disagreement_score":0.004210775,"about_ca_system_score_codex":0.00078435836,"about_ca_system_score_gemma":0.00057470455,"threshold_uncertainty_score":0.008372545},"labels":[],"label_agreement":null},{"id":"W2318804850","doi":"10.2118/174417-pa","title":"Drained/Undrained-Zones Boundary in Steam-Assisted-Gravity-Drainage Process","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Suncor Energy (Canada)","funders":"","keywords":"Geology; Pore water pressure; Shearing (physics); Geotechnical engineering; Drainage; Steam injection; Shear zone; Mechanics; Petroleum engineering","score_opus":0.007113770656855315,"score_gpt":0.23403654820827507,"score_spread":0.22692277755141976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318804850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837376,0.0002625462,0.01260205,0.000060337436,0.000013014014,0.000024794503,0.000054997312,0.00009725148,0.0031473879],"genre_scores_gemma":[0.9984199,0.000043372704,0.0009162578,0.0000053732156,0.0000020266402,0.000004175994,0.000017798187,0.0000050253966,0.0005860284],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998944,0.000009137407,0.000006186754,0.00003332454,0.000025946896,0.000030937666],"domain_scores_gemma":[0.99988246,0.000033149463,0.000028313978,0.00001072021,0.000022014072,0.000023288445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013717075,0.00016694143,0.0002585383,0.00058219046,0.00045406283,0.00077208783,0.00035686753,0.00036193253,0.0019880638],"category_scores_gemma":[0.00047544396,0.00019826282,0.0003312218,0.00021930611,0.0008467928,0.00077449856,0.00066611014,0.0002688271,0.00011900793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010290054,0.00027880236,0.06745709,0.0004292133,0.00009462936,0.004434796,0.0021183644,0.14629044,0.6668239,0.073387325,0.00089246925,0.036763996],"study_design_scores_gemma":[0.000103609345,0.00024270687,0.09511674,0.000042262654,0.00006526999,0.00091709755,0.0009400622,0.67184347,0.19889174,0.0276521,0.004041176,0.0001438236],"about_ca_topic_score_codex":0.0021093134,"about_ca_topic_score_gemma":0.0010752518,"teacher_disagreement_score":0.0021093134,"about_ca_system_score_codex":0.0005615633,"about_ca_system_score_gemma":0.000251239,"threshold_uncertainty_score":0.0066506863},"labels":[],"label_agreement":null},{"id":"W2318916487","doi":"10.2118/2014-1921039-pa","title":"A Unified Model for Gas Transfer in Nanopores of Shale-Gas Reservoirs: Coupling Pore Diffusion and Surface Diffusion","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":285,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Alberta Innovates - Technology Futures","keywords":"Knudsen diffusion; Knudsen number; Nanopore; Slip (aerodynamics); Surface diffusion; Molecular diffusion; Diffusion; Knudsen flow; Gaseous diffusion; Adsorption; Flow (mathematics); Free molecular flow; Chemistry; Thermodynamics; Mechanics; Chemical physics; Materials science; Nanotechnology; Physical chemistry; Physics","score_opus":0.019398585326933275,"score_gpt":0.23409648250880805,"score_spread":0.21469789718187476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318916487","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12203483,0.0020322881,0.8516409,0.0011511133,0.000259491,0.00017761419,0.0006035911,0.00044661053,0.02165366],"genre_scores_gemma":[0.9317967,0.001608697,0.044762634,0.00032154567,0.00014498149,0.0006749036,0.00032154046,0.00014591306,0.0202231],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997094,0.000047675152,0.000018198178,0.00008239735,0.000080494836,0.00006180424],"domain_scores_gemma":[0.9996538,0.00013103896,0.000039177514,0.000026649026,0.00011499854,0.000034256493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005553791,0.0008105889,0.0013310792,0.0010071454,0.0009509941,0.0011343549,0.002133971,0.0029596852,0.0017864208],"category_scores_gemma":[0.0008303714,0.0006514287,0.0019881583,0.0006842183,0.001233721,0.0028515593,0.0012673211,0.0013634748,0.00037361143],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002787696,0.000045633853,0.00045472317,0.00009479607,0.000023734528,0.00014883252,0.00007960872,0.8677229,0.013692501,0.11497088,0.0005141122,0.0022244165],"study_design_scores_gemma":[0.0000034368368,0.000005075534,0.000044329947,0.0000024010865,0.0000030844851,0.0000060951265,0.00000462353,0.9962547,0.00031214935,0.0031057838,0.00025321258,0.0000050518706],"about_ca_topic_score_codex":0.01170398,"about_ca_topic_score_gemma":0.0038139485,"teacher_disagreement_score":0.01170398,"about_ca_system_score_codex":0.0026181068,"about_ca_system_score_gemma":0.0011838716,"threshold_uncertainty_score":0.02327168},"labels":[],"label_agreement":null},{"id":"W2320940146","doi":"10.2118/174510-pa","title":"New Insight on Carbonate-Heavy-Oil Recovery: Pore-Scale Mechanisms of Post-Solvent Carbon Dioxide Foam/Polymer-Enhanced-Foam Flooding","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Carbon Management Canada; Alberta Innovates - Technology Futures","keywords":"Micromodel; Enhanced oil recovery; Carbonate; Petroleum engineering; Carbon dioxide; Solvent; Chemical engineering; Polymer; Materials science; Environmental science; Waste management; Chemistry; Geology; Composite material; Porous medium; Porosity; Organic chemistry","score_opus":0.006669094223186205,"score_gpt":0.2067339064300916,"score_spread":0.2000648122069054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320940146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766739,0.002526241,0.016491365,0.0003936513,0.000031167252,0.00005662897,0.00023078271,0.00033675917,0.0032594437],"genre_scores_gemma":[0.9974892,0.00032310293,0.001536357,0.00002805054,0.000006003226,0.000008861834,0.000050946364,0.000008628182,0.0005488576],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986076,0.0000060701223,0.0000041328367,0.000020586745,0.0000546161,0.0000538126],"domain_scores_gemma":[0.9998764,0.00003591472,0.00002459803,0.000009833091,0.000035932502,0.000017451252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015658187,0.00034590057,0.00022977206,0.0003923708,0.00030319707,0.00031280812,0.00041741366,0.00049717346,0.0013692172],"category_scores_gemma":[0.0001785103,0.00016015868,0.000270596,0.00017201826,0.00076255726,0.0006509862,0.00023536281,0.0004622573,0.0001460949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077904435,0.000038063296,0.001544844,0.00019559302,0.000007790342,0.00034526573,0.000112592556,0.0010762897,0.9907108,0.0011002785,0.00014449602,0.0046460317],"study_design_scores_gemma":[0.000013268485,0.00012038327,0.014909556,0.000014082938,0.00001971704,0.00023801361,0.00021934746,0.028885733,0.9515595,0.0009038213,0.0030883094,0.00002827084],"about_ca_topic_score_codex":0.012726134,"about_ca_topic_score_gemma":0.010671785,"teacher_disagreement_score":0.012726134,"about_ca_system_score_codex":0.0008923167,"about_ca_system_score_gemma":0.0004355247,"threshold_uncertainty_score":0.025304079},"labels":[],"label_agreement":null},{"id":"W2339663037","doi":"10.2118/180922-pa","title":"Measurement and Evaluation of Bitumen/Toluene-Mixture Properties at Temperatures Up to 190?°C and Pressures Up to 10 MPa","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Viscosity; Asphalt; Chemistry; Solvent; Volume (thermodynamics); Relative viscosity; Toluene; Thermodynamics; Analytical Chemistry (journal); Chromatography; Materials science; Organic chemistry; Composite material","score_opus":0.03231453197973355,"score_gpt":0.24885556171040796,"score_spread":0.2165410297306744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339663037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98327214,0.0015922415,0.010189796,0.00008276506,0.00003443048,0.000063752304,0.0018599075,0.00032047028,0.002584505],"genre_scores_gemma":[0.98699665,0.0012091122,0.0087433,0.00003830026,0.000020992575,0.00014690588,0.0010576745,0.00011227587,0.0016747868],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937433,0.00003475131,0.000033385764,0.00008521151,0.0004093407,0.00006305582],"domain_scores_gemma":[0.9996294,0.000082100465,0.00009642346,0.000029542896,0.00013442567,0.000028107346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041974933,0.00053558423,0.0004049381,0.001095358,0.00039907877,0.00037570478,0.0003550517,0.00029789313,0.0021141637],"category_scores_gemma":[0.00057236216,0.00027108018,0.00039830856,0.0011515723,0.00036688865,0.00051291747,0.00047381117,0.0008037194,0.0006417968],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090481495,0.00002710629,0.0031089864,0.00012858052,0.000019997335,0.00014805907,0.00013398261,0.00030770942,0.99120843,0.000090316484,0.00008452774,0.0046517756],"study_design_scores_gemma":[0.0000041180256,0.00014172532,0.025972953,0.000015711406,0.000032734766,0.00018440133,0.00015738123,0.0021612265,0.9700122,0.00006654205,0.0012308161,0.000020126801],"about_ca_topic_score_codex":0.0011176096,"about_ca_topic_score_gemma":0.0017144033,"teacher_disagreement_score":0.0021141637,"about_ca_system_score_codex":0.00029256087,"about_ca_system_score_gemma":0.00020458024,"threshold_uncertainty_score":0.0070726275},"labels":[],"label_agreement":null},{"id":"W2344688305","doi":"10.2118/175123-pa","title":"A New Algorithm for Multiphase-Fluid Characterization for Solvent Injection","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermodynamics; Equation of state; Enhanced oil recovery; Solvent; Characterization (materials science); Complex fluid; Alkane; Phase (matter); Reservoir modeling; Saturation (graph theory); Materials science; Hydrocarbon; Chemistry; Algorithm; Computer science; Petroleum engineering; Mathematics; Organic chemistry; Geology; Physics; Nanotechnology","score_opus":0.010669756223942327,"score_gpt":0.23200247204837032,"score_spread":0.22133271582442798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344688305","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030996057,0.000022694861,0.99490213,0.0000367207,0.000018356455,0.000077431774,0.000033914457,0.0011433001,0.00066572835],"genre_scores_gemma":[0.049627375,0.000029278699,0.94789755,0.000050385963,0.000017607346,0.00031933803,0.00021335502,0.00026982848,0.0015753028],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933547,0.00011964572,0.00006178783,0.00018465308,0.00023160067,0.000066810484],"domain_scores_gemma":[0.9990171,0.00037306352,0.0000707163,0.00015339623,0.00033963076,0.00004597492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085655873,0.0011120532,0.00068756903,0.0008238378,0.00072782603,0.0010988462,0.0018855617,0.001294058,0.0068097757],"category_scores_gemma":[0.0028482527,0.00041974493,0.0006331912,0.00057060196,0.00048502933,0.0015284306,0.0015704713,0.0013726975,0.0022534858],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033470156,0.00018335131,0.0017607862,0.00017253737,0.00006546701,0.00011732905,0.00014537532,0.38861787,0.020936552,0.035466876,0.0053153876,0.54688376],"study_design_scores_gemma":[0.000023291017,0.000014527104,0.000056829285,0.0000044328876,0.0000034998604,0.000015805594,0.0000061774767,0.9910988,0.0028408875,0.0038118449,0.0021179712,0.0000058522824],"about_ca_topic_score_codex":0.002675612,"about_ca_topic_score_gemma":0.0024503155,"teacher_disagreement_score":0.0068097757,"about_ca_system_score_codex":0.0009864056,"about_ca_system_score_gemma":0.0016617902,"threshold_uncertainty_score":0.022780955},"labels":[],"label_agreement":null},{"id":"W2406071198","doi":"10.2118/180927-pa","title":"Solubility of <i>n</i>-Butane in Athabasca Bitumen and Saturated Densities and Viscosities at Temperatures Up to 200°C","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Asphalt; Solubility; Butane; Viscosity; Solvent; Hydrocarbon; Chemistry; Oil sands; Thermodynamics; Pentane; Enhanced oil recovery; Phase (matter); Petroleum engineering; Materials science; Organic chemistry; Geology","score_opus":0.007002464433289671,"score_gpt":0.22859611208835023,"score_spread":0.22159364765506057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2406071198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979917,0.0001766129,0.0007151923,0.000017305054,0.0000017593275,0.000005027094,0.00035657946,0.000018584426,0.00071724446],"genre_scores_gemma":[0.998698,0.00014436145,0.00042815058,0.000004308957,8.2862954e-7,0.000009527783,0.00026617365,0.0000057407487,0.00044284563],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992096,0.000008437213,0.0000072686175,0.000014902662,0.0000320442,0.000016378457],"domain_scores_gemma":[0.99989676,0.00002875997,0.00003112569,0.000006247667,0.000023205508,0.000013865696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012552613,0.00027452194,0.00013283505,0.0005082532,0.00022635859,0.00020730098,0.00018206534,0.00014616246,0.0011958936],"category_scores_gemma":[0.00017459427,0.00010157005,0.00021935608,0.00042017066,0.00020769765,0.00034730523,0.00014245739,0.0002290802,0.00022303879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020536389,0.000029777644,0.005283308,0.000082561055,0.000011993382,0.00015857082,0.00007431795,0.006367616,0.98468274,0.00019521403,0.00004237273,0.002866106],"study_design_scores_gemma":[0.0000061399232,0.00019669585,0.018916106,0.000017552255,0.000017018914,0.00010531252,0.00015462263,0.02256409,0.95720416,0.0001682193,0.0006282968,0.000021818856],"about_ca_topic_score_codex":0.0054488536,"about_ca_topic_score_gemma":0.004381236,"teacher_disagreement_score":0.0054488536,"about_ca_system_score_codex":0.00032787205,"about_ca_system_score_gemma":0.00020664679,"threshold_uncertainty_score":0.010834277},"labels":[],"label_agreement":null},{"id":"W2424148124","doi":"10.2118/181753-pa","title":"Pore-Scale Investigations on the Dynamics of Gravity-Driven Steam-Displacement Process for Heavy-Oil Recovery and Development of Residual Oil Saturation: A 2D Visual Analysis","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Residual oil; Materials science; Wetting; Microscale chemistry; Saturation (graph theory); Petroleum engineering; Mechanics; Mineralogy; Composite material; Geology","score_opus":0.01505204414883927,"score_gpt":0.26933694937113445,"score_spread":0.2542849052222952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2424148124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98500776,0.00018440274,0.012882341,0.00002925393,0.000005518585,0.00002894854,0.0003999072,0.0003065536,0.0011553742],"genre_scores_gemma":[0.9932777,0.000135979,0.0056853616,0.000005632191,0.00000218122,0.0000151098875,0.00019315604,0.000026051683,0.00065879716],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999479,0.0000027451829,0.0000027728208,0.000009838587,0.00002276732,0.000013964595],"domain_scores_gemma":[0.99987423,0.000057561305,0.000018795032,0.000011939811,0.000019299663,0.000018070663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113987844,0.00019873485,0.00018421616,0.0004001067,0.00012986925,0.0002903681,0.00020890222,0.00022758216,0.001631973],"category_scores_gemma":[0.00015927294,0.0001483075,0.00024213885,0.00023748603,0.00022869675,0.00029374982,0.00016211366,0.00029948584,0.00015569958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092483075,0.0000310249,0.0018308202,0.00006639647,0.000007032263,0.0001488897,0.0001689397,0.007860162,0.9848061,0.00032758908,0.000069111695,0.00459134],"study_design_scores_gemma":[0.000024568468,0.00016030221,0.032096557,0.000010128502,0.000021222388,0.00020341837,0.00022517842,0.21799432,0.74721277,0.00032394074,0.0016824042,0.000045148867],"about_ca_topic_score_codex":0.0021088147,"about_ca_topic_score_gemma":0.0016864626,"teacher_disagreement_score":0.0021088147,"about_ca_system_score_codex":0.00025713953,"about_ca_system_score_gemma":0.00019720061,"threshold_uncertainty_score":0.0054594874},"labels":[],"label_agreement":null},{"id":"W2428501400","doi":"10.2118/181744-pa","title":"Poroelasticity During Fluid Injection in Confined Geological Reservoirs: Incorporating Effects of Seal-Rock Stiffness","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Poromechanics; Geology; Seal (emblem); Stiffness; Geotechnical engineering; Injection well; Displacement (psychology); Stress (linguistics); Elastic modulus; Mechanics; Petroleum engineering; Porosity; Materials science; Porous medium; Structural engineering; Engineering","score_opus":0.01011842385527735,"score_gpt":0.21184708003069952,"score_spread":0.20172865617542218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2428501400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9262314,0.00017475426,0.07092107,0.000079844365,0.000022284268,0.00005118316,0.00008284807,0.0001698396,0.0022667048],"genre_scores_gemma":[0.99695957,0.000059730257,0.0023730875,0.000010319228,0.0000026501716,0.000017571418,0.00001993352,0.000010908281,0.0005462842],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998431,0.000027475706,0.000013966209,0.000028812314,0.000053789026,0.000032855558],"domain_scores_gemma":[0.9996575,0.00016044252,0.00007229249,0.000041411236,0.000049419086,0.00001879942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003295279,0.0003548803,0.00057176186,0.0002877827,0.0002530644,0.00060442905,0.00058685767,0.0006637571,0.00061453227],"category_scores_gemma":[0.0010042207,0.00023028311,0.00047308797,0.00019060205,0.00072922494,0.0006075861,0.00069922954,0.00041416546,0.00008361819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008155369,0.00006518604,0.0020129331,0.000070272166,0.000015929496,0.00023766512,0.0000955973,0.9284159,0.06340083,0.000844073,0.00004874263,0.0047114003],"study_design_scores_gemma":[0.0000058062674,0.000043631604,0.00059846404,0.00000459085,0.0000042766414,0.000022300022,0.000024542078,0.99148434,0.007573054,0.0001288567,0.00010130914,0.000008834044],"about_ca_topic_score_codex":0.0047393437,"about_ca_topic_score_gemma":0.0024933089,"teacher_disagreement_score":0.0047393437,"about_ca_system_score_codex":0.0004555427,"about_ca_system_score_gemma":0.00057260715,"threshold_uncertainty_score":0.009423494},"labels":[],"label_agreement":null},{"id":"W2462900278","doi":"10.2118/178549-pa","title":"A Theory for Relative Permeability of Unconventional Rocks With Dual-Wettability Pore Network","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Encana (Canada); University of Alberta","funders":"Natural Resources Canada; Sharif University of Technology; Canadian Natural Resources Limited","keywords":"Wetting; Relative permeability; Imbibition; Siltstone; Oil shale; Capillary pressure; Tight gas; Permeability (electromagnetism); Geology; Mineralogy; Chemical engineering; Petroleum engineering; Chemistry; Materials science; Hydraulic fracturing; Composite material; Geotechnical engineering; Porous medium; Porosity; Structural basin; Geomorphology","score_opus":0.010916221422580545,"score_gpt":0.22603554286742822,"score_spread":0.21511932144484766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2462900278","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15557235,0.0045751436,0.80365956,0.0023733166,0.00015758403,0.00014937496,0.00029696673,0.00069850415,0.032517184],"genre_scores_gemma":[0.96308976,0.0017890502,0.025874639,0.0003274178,0.00010260095,0.000277913,0.000115630275,0.000060098024,0.0083628],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992005,0.00010794518,0.000025344945,0.00022929012,0.00029814258,0.00013872523],"domain_scores_gemma":[0.99901617,0.0005236007,0.00014802424,0.000074542644,0.00017403036,0.00006363554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087278994,0.00061950175,0.00048967387,0.0024014579,0.00070452347,0.0011123297,0.0025960922,0.0013201105,0.0027932846],"category_scores_gemma":[0.0020359019,0.00046789792,0.0007400643,0.0006330473,0.0028514438,0.0051593026,0.0012469193,0.0010466824,0.0005240301],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035125828,0.000045297984,0.0012514937,0.00026298434,0.000031384,0.0005782947,0.000307917,0.13689563,0.035509516,0.81172436,0.0015994823,0.011758612],"study_design_scores_gemma":[0.000016827913,0.00007949099,0.0017055006,0.00003745368,0.000022579869,0.0006934064,0.00012800969,0.654785,0.011485117,0.324777,0.006221295,0.000048299917],"about_ca_topic_score_codex":0.0032800757,"about_ca_topic_score_gemma":0.0010137309,"teacher_disagreement_score":0.0032800757,"about_ca_system_score_codex":0.0031424207,"about_ca_system_score_gemma":0.0005910137,"threshold_uncertainty_score":0.02279991},"labels":[],"label_agreement":null},{"id":"W2475159514","doi":"10.2118/177480-pa","title":"Grid-Sensitivity Analysis and Comparison Between Unstructured Perpendicular Bisector and Structured Tartan/Local-Grid-Refinement Grids for Hydraulically Fractured Horizontal Wells in Eagle Ford Formation With Complicated Natural Fractures","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Grid; Discretization; Unstructured grid; Polygon mesh; Reservoir simulation; Fracture (geology); Sensitivity (control systems); Context (archaeology); Computational science; Mesh generation; Computer science; Flow (mathematics); Geology; Geometry; Petroleum engineering; Finite element method; Engineering; Geotechnical engineering; Structural engineering; Computer graphics (images); Mathematics","score_opus":0.005711128582251244,"score_gpt":0.229137961233953,"score_spread":0.22342683265170174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2475159514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984846,0.00007072711,0.013158111,0.000050659848,0.000010250288,0.00003973748,0.00014046933,0.000121549856,0.0015625113],"genre_scores_gemma":[0.99748343,0.000014002915,0.0022964387,0.000009639229,6.3055654e-7,0.000008817727,0.00007395472,0.000010471928,0.000102730126],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997061,0.000079662765,0.000025339323,0.00004642684,0.000090345355,0.00005213154],"domain_scores_gemma":[0.99828184,0.0010042472,0.00014833287,0.00018926828,0.000320936,0.000055476965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007449786,0.00033853893,0.0002913895,0.0005283885,0.00028491562,0.00044651923,0.00046010804,0.00042792424,0.0007906646],"category_scores_gemma":[0.0029260458,0.0002125521,0.0003921943,0.0003049399,0.00047828926,0.00028602252,0.0005352448,0.00025254308,0.0000704954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018521209,0.000053859712,0.01027403,0.00004733945,0.000025161171,0.00012717853,0.000057012385,0.97589236,0.00839023,0.00045819455,0.00012536882,0.004364023],"study_design_scores_gemma":[0.000017167176,0.00011351936,0.0069561163,0.000011200198,0.000013946011,0.000030015448,0.00007869003,0.98384976,0.008585145,0.0001603627,0.00017323408,0.000010886354],"about_ca_topic_score_codex":0.013892264,"about_ca_topic_score_gemma":0.0068792775,"teacher_disagreement_score":0.013892264,"about_ca_system_score_codex":0.00062795635,"about_ca_system_score_gemma":0.0003380379,"threshold_uncertainty_score":0.027622819},"labels":[],"label_agreement":null},{"id":"W2479337842","doi":"10.2118/170193-pa","title":"A Domain Splitting-Based Analytical Approach for Assessing Hydro-Thermo-Geomechanical Responses of Heavy-Oil Reservoirs","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geomechanics; Multiphysics; Petroleum engineering; Reservoir engineering; Geology; Reservoir simulation; Enhanced oil recovery; Mechanics; Flow (mathematics); Geotechnical engineering; Finite element method; Thermodynamics","score_opus":0.020568544357957318,"score_gpt":0.271349477515266,"score_spread":0.2507809331573087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479337842","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1264557,0.0001519679,0.867959,0.00006770535,0.000023782433,0.00010334826,0.00014855037,0.0005912435,0.0044986834],"genre_scores_gemma":[0.8131119,0.00017754539,0.18455553,0.000032932738,0.000011453614,0.00016579159,0.00017136266,0.00007393039,0.001699496],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998878,0.00003331025,0.000006279192,0.000017514893,0.000035414036,0.00001958035],"domain_scores_gemma":[0.99974257,0.00008657497,0.00002906263,0.0000293998,0.00009545014,0.00001686848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005007746,0.0004903549,0.00030122857,0.0008875436,0.00030343593,0.0005520312,0.0005809139,0.00048667385,0.0015411511],"category_scores_gemma":[0.0007380582,0.0002721188,0.0004984119,0.00041898296,0.00037813993,0.000374589,0.00044272505,0.0003518097,0.00028041116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007131241,0.000064858774,0.0019913008,0.00010796984,0.00002043125,0.00009843477,0.000096083495,0.90319455,0.04883683,0.0079526715,0.00042349697,0.03714201],"study_design_scores_gemma":[0.0000010143841,0.0000086198725,0.0001638427,0.0000038845806,0.0000020854602,0.00000697799,0.0000109804205,0.9976688,0.0015258901,0.00042214728,0.0001834939,0.000002187489],"about_ca_topic_score_codex":0.0027790347,"about_ca_topic_score_gemma":0.0019796423,"teacher_disagreement_score":0.0027790347,"about_ca_system_score_codex":0.00042105277,"about_ca_system_score_gemma":0.0007802463,"threshold_uncertainty_score":0.0055256486},"labels":[],"label_agreement":null},{"id":"W2520898088","doi":"10.2118/183639-pa","title":"On the Buckley-Leverett Equation With Constant-Pressure Boundary Conditions","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Hibernia Management and Development Company","keywords":"Constant (computer programming); Flow (mathematics); Boundary (topology); Displacement (psychology); Mechanics; Function (biology); Thermodynamics; Boundary value problem; Volumetric flow rate; Phase (matter); Mathematics; Mathematical analysis; Chemistry; Physics; Computer science","score_opus":0.011652792823507866,"score_gpt":0.22070380364494097,"score_spread":0.2090510108214331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520898088","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08086637,0.006525999,0.7016074,0.0038566312,0.0017056848,0.00048124584,0.0015853256,0.00045015026,0.20292115],"genre_scores_gemma":[0.68138224,0.004552275,0.119886205,0.0014733232,0.00079814676,0.00083910086,0.0011436633,0.00039743396,0.18952756],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995204,0.00010155053,0.000030264597,0.00008996269,0.00017737097,0.00008035615],"domain_scores_gemma":[0.99897635,0.0005798065,0.000100620266,0.000050814,0.0002369964,0.000055484332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009862004,0.0009940261,0.0010827621,0.0012907338,0.0008221905,0.0019855194,0.0016185457,0.0034774027,0.01210286],"category_scores_gemma":[0.0035877135,0.0004769151,0.0008228304,0.0010708699,0.0014253244,0.003149949,0.0017582129,0.0023212591,0.0016361753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001476807,0.00008288048,0.0011104811,0.00038862586,0.000019055495,0.00076017337,0.0002393339,0.555746,0.0065096705,0.40722743,0.007027877,0.020740781],"study_design_scores_gemma":[0.00002092633,0.000017449953,0.00030782796,0.0000363631,0.0000054828447,0.00008416334,0.000042891053,0.96387535,0.0008751803,0.031223454,0.0034804798,0.00003046526],"about_ca_topic_score_codex":0.0142557565,"about_ca_topic_score_gemma":0.005797514,"teacher_disagreement_score":0.0142557565,"about_ca_system_score_codex":0.0016510985,"about_ca_system_score_gemma":0.0018382093,"threshold_uncertainty_score":0.040488124},"labels":[],"label_agreement":null},{"id":"W2529975948","doi":"10.2118/178095-pa","title":"Investigation of Thermal Fingerprint in Accelerating-Rate Calorimetry for Air-Injection Enhanced-Oil-Recovery Processes","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Chemistry; Mass transfer; Asphalt; Differential scanning calorimetry; Calorimetry; Thermodynamics; Analytical Chemistry (journal); Thermogravimetric analysis; Oxygen; Combustion; Atmospheric temperature range; Reaction rate; Heat transfer; Materials science; Organic chemistry; Chromatography; Composite material","score_opus":0.020866851593231685,"score_gpt":0.2515860677544631,"score_spread":0.23071921616123145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529975948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762719,0.00049466576,0.021944415,0.000034628327,0.000017794853,0.00003035618,0.0001320257,0.00016172827,0.000912435],"genre_scores_gemma":[0.992417,0.0001749697,0.006686486,0.000008526037,0.0000025786517,0.0000152192315,0.00006797618,0.000017639608,0.0006096589],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972993,0.000034750585,0.000012674647,0.000052254636,0.00014734593,0.00002308391],"domain_scores_gemma":[0.9997125,0.000111439,0.00004926163,0.000026514304,0.00009107069,0.000009273551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051664194,0.00021595972,0.0002788741,0.00036196804,0.00016584671,0.0002421668,0.00036241693,0.00028372533,0.0008443451],"category_scores_gemma":[0.0005424918,0.00014144128,0.00019555718,0.00047209533,0.0002615185,0.0004072459,0.00016322313,0.00035329274,0.00014913696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010148875,0.000033567358,0.001470623,0.000095656345,0.000004739066,0.000059230282,0.00007112231,0.0032669138,0.9877201,0.00023292123,0.000051841467,0.0068918],"study_design_scores_gemma":[0.0000032011924,0.00008062604,0.0031104882,0.000005780237,0.000007728626,0.000039373408,0.000040583986,0.02999704,0.9661471,0.00005083498,0.00050886645,0.000008311207],"about_ca_topic_score_codex":0.00091770734,"about_ca_topic_score_gemma":0.0009878809,"teacher_disagreement_score":0.00091770734,"about_ca_system_score_codex":0.0003250774,"about_ca_system_score_gemma":0.0001558918,"threshold_uncertainty_score":0.002824664},"labels":[],"label_agreement":null},{"id":"W2535443828","doi":"10.2118/180736-pa","title":"An Experimental Study of Multiphase Behavior for <i>n</i>-Butane/Bitumen/Water Mixtures","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Butane; Asphalt; Steam-assisted gravity drainage; Oil sands; Solubility; Chemistry; Volume (thermodynamics); Solvent; Vapor pressure; Thermodynamics; Petroleum engineering; Mineralogy; Materials science; Organic chemistry; Geology; Composite material; Catalysis","score_opus":0.013256304631433867,"score_gpt":0.2941471245118409,"score_spread":0.28089081988040704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535443828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99491453,0.00044388836,0.0032708026,0.000021162392,0.000012165898,0.000026916063,0.00028676703,0.000061658626,0.0009619586],"genre_scores_gemma":[0.99608755,0.00034361953,0.002596028,0.000018288127,0.000006118632,0.000039205675,0.00023950286,0.000028910546,0.00064073177],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99964917,0.00004472711,0.000030808904,0.00007913185,0.00013887159,0.000057332898],"domain_scores_gemma":[0.99962926,0.0001242984,0.00009235434,0.000032286043,0.00009688478,0.000024916455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026172152,0.0003712081,0.00027012068,0.00045316693,0.000352159,0.00023027386,0.00024682682,0.0002768982,0.0016720775],"category_scores_gemma":[0.000376312,0.00015895405,0.00022379415,0.0004442093,0.00029136313,0.00037265546,0.0002954443,0.00049243035,0.0002999899],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006688937,0.000012544886,0.00036163692,0.000029929788,0.0000032749672,0.00002981185,0.000029534078,0.00008823202,0.9985079,0.000025057214,0.000008072966,0.00083703233],"study_design_scores_gemma":[0.0000013520246,0.000076039934,0.0009430044,0.0000020554428,0.0000036525144,0.000019286803,0.000016969861,0.00038922476,0.9982993,0.000007431478,0.00023964446,0.0000021209078],"about_ca_topic_score_codex":0.0008468941,"about_ca_topic_score_gemma":0.001258266,"teacher_disagreement_score":0.0016720775,"about_ca_system_score_codex":0.0002156192,"about_ca_system_score_gemma":0.0001487396,"threshold_uncertainty_score":0.005593717},"labels":[],"label_agreement":null},{"id":"W2536098084","doi":"10.2118/184388-pa","title":"The Projection-Pursuit Multivariate Transform for Improved Continuous Variable Modeling","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Univariate; Multivariate statistics; Projection pursuit; Multivariate analysis; Computer science; Projection (relational algebra); Reservoir simulation; Flow (mathematics); Statistics; Econometrics; Mathematics; Artificial intelligence; Petroleum engineering; Geology; Machine learning; Algorithm","score_opus":0.013721390196662436,"score_gpt":0.2420104245834372,"score_spread":0.22828903438677475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536098084","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002973479,0.00006632739,0.9960531,0.00009957603,0.00001452617,0.000011338494,0.000034722172,0.00018691173,0.0005599852],"genre_scores_gemma":[0.24018638,0.00048771835,0.7550478,0.00008739048,0.000087566346,0.00018747301,0.00034152507,0.00021939186,0.0033547673],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943095,0.00026668623,0.00002534697,0.00006713099,0.00017638267,0.00003350708],"domain_scores_gemma":[0.9985915,0.0009706655,0.00008060944,0.00010170008,0.00021201535,0.000043491087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017566285,0.00071368314,0.0006795064,0.0005625748,0.00031177234,0.00080782146,0.00070771785,0.0006507393,0.002801176],"category_scores_gemma":[0.00531552,0.0003343704,0.00087012944,0.0011129932,0.0006341841,0.0010666248,0.0011829608,0.0019179245,0.00065557135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000627512,0.00004037894,0.00045750075,0.000059780898,0.000027639837,0.000068498164,0.0000393687,0.85466176,0.0026494204,0.039623123,0.0016559352,0.10065385],"study_design_scores_gemma":[9.595998e-7,0.0000051331726,0.000018681147,9.854111e-7,7.5039515e-7,0.0000035948274,8.3261267e-7,0.99786323,0.00017331092,0.0017242687,0.00020672496,0.0000015260163],"about_ca_topic_score_codex":0.0058823847,"about_ca_topic_score_gemma":0.0031748882,"teacher_disagreement_score":0.0058823847,"about_ca_system_score_codex":0.00059150875,"about_ca_system_score_gemma":0.0015561982,"threshold_uncertainty_score":0.011696279},"labels":[],"label_agreement":null},{"id":"W2536295433","doi":"10.2118/175036-pa","title":"Steam-Assisted Gravity-Drainage Performance With Temperature-Dependent Properties—A Semianalytical Approach","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Steam-assisted gravity drainage; Transient (computer programming); Thermal; Petroleum engineering; Heat transfer; Thermal conductivity; Nonlinear system; Mechanics; Oil sands; Geology; Computer science; Materials science; Thermodynamics; Physics","score_opus":0.009484882218810104,"score_gpt":0.18934776014707277,"score_spread":0.17986287792826267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536295433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55326146,0.00027857788,0.43625367,0.00020601458,0.00002297507,0.000065279084,0.00013320032,0.00093559304,0.008843217],"genre_scores_gemma":[0.9883101,0.00005917586,0.010703033,0.000008112751,0.000003083605,0.000021565202,0.000026328415,0.000025060985,0.0008435878],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999151,0.00001618389,0.0000040186233,0.000010315586,0.00004207613,0.000012287304],"domain_scores_gemma":[0.9998068,0.00007903723,0.00003035271,0.00003367572,0.000041975276,0.000008121285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016929708,0.00031852722,0.0003791745,0.00024459168,0.00019440065,0.00036119384,0.00047889008,0.00034192717,0.00078800647],"category_scores_gemma":[0.00045584183,0.00019568104,0.00038935657,0.0001827161,0.0004322609,0.00048302376,0.00042429933,0.00030330115,0.00013378181],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077900615,0.000047880578,0.0012399247,0.00008002483,0.000012190854,0.00006214162,0.000057118836,0.9329871,0.049535457,0.004258447,0.00019291035,0.011448995],"study_design_scores_gemma":[0.0000018976903,0.000013334377,0.00006246382,0.0000010756927,0.00000154526,0.00000569271,0.0000030933022,0.9954503,0.0041388185,0.00020015221,0.000119586686,0.0000020342516],"about_ca_topic_score_codex":0.002466259,"about_ca_topic_score_gemma":0.0013678774,"teacher_disagreement_score":0.002466259,"about_ca_system_score_codex":0.00043809795,"about_ca_system_score_gemma":0.00052297104,"threshold_uncertainty_score":0.0049037933},"labels":[],"label_agreement":null},{"id":"W2537880889","doi":"10.2118/179618-pa","title":"Determination of Individual Diffusion Coefficients of C3H8/<i>n</i>-C4H10/CO2/Heavy-Oil Systems at High Pressures and Elevated Temperatures by Dynamic Volume Analysis","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Volume (thermodynamics); Diffusion; Chemistry; Alkane; Mass transfer; Thermodynamics; Solvent; Analytical Chemistry (journal); Surface-area-to-volume ratio; Phase (matter); Hydrocarbon; Chromatography; Organic chemistry; Physics","score_opus":0.003471906709011343,"score_gpt":0.20097728953292918,"score_spread":0.19750538282391783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2537880889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857086,0.0001399672,0.012857349,0.00002846713,0.000009181291,0.000014469069,0.00015241186,0.00006770005,0.001021806],"genre_scores_gemma":[0.9941788,0.00010603423,0.0051625143,0.000004901977,0.0000022372453,0.00002433214,0.00009893747,0.000010383979,0.0004118579],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998933,0.000006466532,0.00000539075,0.000030841064,0.000046719822,0.000017294893],"domain_scores_gemma":[0.9998659,0.000048551618,0.00002598305,0.000010126871,0.000036788828,0.000012584957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015757668,0.0002408536,0.00020560865,0.00036161902,0.00023089715,0.0002213974,0.00031508133,0.00014344523,0.0007141529],"category_scores_gemma":[0.000331496,0.00014048601,0.00017333974,0.00021821127,0.00025531612,0.0003857976,0.00029334822,0.00030571801,0.00012108437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098456025,0.000018060793,0.0017382376,0.000061170125,0.0000049520045,0.00003419311,0.000044689765,0.0064427448,0.98397946,0.00043204264,0.000063104526,0.007082938],"study_design_scores_gemma":[0.000005747825,0.000054951437,0.002908753,0.0000038263397,0.0000055636187,0.000020132084,0.00004118539,0.10024979,0.896063,0.00012859804,0.00050574495,0.000012661571],"about_ca_topic_score_codex":0.002599999,"about_ca_topic_score_gemma":0.0024374272,"teacher_disagreement_score":0.002599999,"about_ca_system_score_codex":0.0004124856,"about_ca_system_score_gemma":0.00026833086,"threshold_uncertainty_score":0.0051697493},"labels":[],"label_agreement":null},{"id":"W2560100461","doi":"10.2118/184408-pa","title":"Productivity Index for Arbitrary Well Trajectories in Laterally Isotropic, Spatially Anisotropic Porous Media","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Coordinate system; Isotropy; Anisotropy; Porous medium; Permeability (electromagnetism); Cylindrical coordinate system; Tensor (intrinsic definition); Geometry; Computer science; Mathematics; Mechanics; Mathematical analysis; Physics; Geology; Porosity; Optics; Chemistry; Geotechnical engineering","score_opus":0.01368704021878748,"score_gpt":0.24429166902389873,"score_spread":0.23060462880511126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560100461","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16531181,0.00037522658,0.781544,0.0004913003,0.0000712333,0.00010140557,0.0006448242,0.0005267619,0.05093344],"genre_scores_gemma":[0.94591737,0.00033142365,0.043035515,0.00003476289,0.000026768723,0.00008463554,0.00029572332,0.00017273653,0.010101125],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962294,0.0000547275,0.00003017098,0.00008546818,0.00014079045,0.0000659201],"domain_scores_gemma":[0.99893135,0.00038431433,0.00028306866,0.00010144472,0.00020234038,0.000097459866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075309374,0.0004918027,0.00040148868,0.0014282736,0.0005487826,0.0025290751,0.00070032827,0.00058607874,0.0057805697],"category_scores_gemma":[0.0032222546,0.00019730687,0.00040035893,0.0009433509,0.0010065679,0.001705535,0.0012174968,0.0005001971,0.00084688404],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011708941,0.000074598385,0.0049223485,0.0001345078,0.000023944363,0.00053271675,0.00023093255,0.47205883,0.028124776,0.44781446,0.0029553405,0.043010492],"study_design_scores_gemma":[0.000009171568,0.000046472447,0.002338479,0.00001914135,0.000015416428,0.00024021744,0.000117701326,0.895102,0.011553966,0.08640465,0.0041210414,0.000031754866],"about_ca_topic_score_codex":0.0016203206,"about_ca_topic_score_gemma":0.0010436643,"teacher_disagreement_score":0.0057805697,"about_ca_system_score_codex":0.0017760721,"about_ca_system_score_gemma":0.00076616317,"threshold_uncertainty_score":0.019337952},"labels":[],"label_agreement":null},{"id":"W2566510820","doi":"10.2118/185164-pa","title":"Multifaceted Solution of Analytical Challenges in Complex Oilfield Materials With Synchrotron Techniques","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Light Source (Canada)","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"XANES; Synchrotron; Powder diffraction; Strontium; Barium; Silicate; Materials science; Diffraction; Synchrotron radiation; Analytical Chemistry (journal); Mineralogy; Chemistry; Crystallography; Spectroscopy; Environmental chemistry; Organic chemistry; Metallurgy; Physics; Optics","score_opus":0.0435367995880672,"score_gpt":0.260676224330069,"score_spread":0.2171394247420018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566510820","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38080236,0.012937656,0.5932271,0.0055827275,0.00028033485,0.00030060427,0.0007423875,0.0012733121,0.0048536244],"genre_scores_gemma":[0.34523755,0.009288136,0.6411621,0.00061892276,0.0002512854,0.00035505983,0.00053171406,0.00021104407,0.0023441426],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99824345,0.00048302123,0.00008746179,0.000310754,0.0007310607,0.0001442916],"domain_scores_gemma":[0.99751186,0.0010688137,0.00022177031,0.0004294016,0.0006349768,0.0001330964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065602115,0.0007411163,0.0011029909,0.0013739426,0.000989262,0.0024890597,0.0013620562,0.0012685856,0.0015125624],"category_scores_gemma":[0.002826153,0.0008729538,0.00052333355,0.0009622675,0.0017244722,0.0024113045,0.0023114758,0.0022921187,0.0006007714],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011466139,0.000063673746,0.0034614836,0.0007648406,0.00008810698,0.00045504942,0.0004425819,0.004037557,0.9410856,0.0076292097,0.0012262082,0.04063115],"study_design_scores_gemma":[0.00008276161,0.00049536116,0.011303496,0.0003259389,0.00011303522,0.0031794265,0.0024589028,0.0363032,0.8435324,0.03708813,0.06494981,0.00016753242],"about_ca_topic_score_codex":0.00069030334,"about_ca_topic_score_gemma":0.0029008717,"teacher_disagreement_score":0.0065602115,"about_ca_system_score_codex":0.001225586,"about_ca_system_score_gemma":0.0014492762,"threshold_uncertainty_score":0.034694076},"labels":[],"label_agreement":null},{"id":"W2568516282","doi":"10.2118/75128-pa","title":"The Effect of Heterogeneity on In-Situ Combustion: Propagation of Combustion Fronts in Layered Porous Media","year":2005,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Combustion; Porous medium; Permeability (electromagnetism); Porosity; In situ; Mechanics; Materials science; Thermal; Chemistry; Thermodynamics; Composite material; Physics; Membrane","score_opus":0.009619056976306849,"score_gpt":0.25166411684565587,"score_spread":0.24204505986934902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2568516282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96067595,0.00025251173,0.03539593,0.00017801237,0.000026482428,0.000020820065,0.00010221952,0.00009609323,0.0032520324],"genre_scores_gemma":[0.99831545,0.00006150682,0.0011357053,0.000011668599,0.000003967365,0.0000049660025,0.000014525546,0.0000053275803,0.00044701164],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998864,0.00001924876,0.000004484962,0.000022292867,0.000021832804,0.000045759487],"domain_scores_gemma":[0.99935025,0.00032252463,0.00017480744,0.000036924117,0.00007172933,0.000043756616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031785012,0.00042805643,0.00030782056,0.00037636957,0.00035602585,0.0008182267,0.00058548356,0.00052825577,0.00065706944],"category_scores_gemma":[0.0009596262,0.0002390246,0.0004642688,0.00017028658,0.0006846827,0.0006379149,0.00046645929,0.0005828,0.00006243238],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033152828,0.00025709334,0.009142641,0.00022138572,0.000079192214,0.00077802496,0.00024909517,0.56399363,0.40287203,0.01591307,0.00032657242,0.0058357357],"study_design_scores_gemma":[0.000016862861,0.000073710085,0.0017888388,0.000008903322,0.000018573628,0.000079355355,0.000049221904,0.9382693,0.05789191,0.0015818985,0.0002001841,0.000021297226],"about_ca_topic_score_codex":0.005342653,"about_ca_topic_score_gemma":0.0018177164,"teacher_disagreement_score":0.005342653,"about_ca_system_score_codex":0.00090885157,"about_ca_system_score_gemma":0.00035766079,"threshold_uncertainty_score":0.010623157},"labels":[],"label_agreement":null},{"id":"W2570760857","doi":"10.2118/174254-pa","title":"Stabilizing CO2 Foam by Use of Nanoparticles","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Crisman Institute for Petroleum Research, Texas A and M University; University of Alberta; Saudi Aramco; Texas A and M University","keywords":"Pulmonary surfactant; Enhanced oil recovery; Brine; Chemical engineering; Materials science; Nanoparticle; Aqueous solution; Viscoelasticity; Pressure drop; Composite material; Chemistry; Nanotechnology; Thermodynamics; Organic chemistry","score_opus":0.025666960441168406,"score_gpt":0.2562234661464584,"score_spread":0.23055650570529002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570760857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905523,0.0012217829,0.0055221096,0.00008432593,0.00004426712,0.000028042981,0.000088498484,0.00015903969,0.0022996722],"genre_scores_gemma":[0.9924534,0.0004378892,0.0053170165,0.000044431115,0.000013162617,0.000028691948,0.00012667573,0.000024663765,0.0015541052],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985933,0.000014921183,0.000012715092,0.000043613636,0.000043002747,0.000026346283],"domain_scores_gemma":[0.9998975,0.000019770334,0.00002975017,0.000008423548,0.00003346733,0.000011070319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001016436,0.00035220853,0.00019677632,0.00027931103,0.00014056748,0.00020911703,0.00017473116,0.00028866506,0.0006834275],"category_scores_gemma":[0.00019186841,0.00011451079,0.0002654367,0.00013225972,0.00013996054,0.00023086436,0.00019933438,0.00021178558,0.00020908953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024798024,0.000009602321,0.00008848153,0.000035280475,0.000002940745,0.000024324161,0.0000080123045,0.00011202429,0.99788827,0.00003300334,0.00002410122,0.0017491557],"study_design_scores_gemma":[0.0000014770856,0.00005752345,0.00016088462,0.0000022779145,0.000004996525,0.000025307989,0.0000038102148,0.00055657775,0.9986051,0.000008164872,0.0005722931,0.0000017218362],"about_ca_topic_score_codex":0.0006451215,"about_ca_topic_score_gemma":0.00084254635,"teacher_disagreement_score":0.0006834275,"about_ca_system_score_codex":0.0002109957,"about_ca_system_score_gemma":0.00011685581,"threshold_uncertainty_score":0.002286315},"labels":[],"label_agreement":null},{"id":"W2577980322","doi":"10.2118/177846-pa","title":"Simultaneous Estimation of Relative Permeability and Capillary Pressure for PUNQ-S3 Model With a Damped Iterative-Ensemble-Kalman-Filter Technique","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Relative permeability; Ensemble Kalman filter; Capillary pressure; Kalman filter; Permeability (electromagnetism); Iterative and incremental development; Algorithm; Computer science; Extended Kalman filter; Mathematics; Applied mathematics; Materials science; Chemistry; Statistics; Porous medium; Porosity; Membrane","score_opus":0.021031670519339064,"score_gpt":0.29608393639011327,"score_spread":0.2750522658707742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2577980322","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10910004,0.000064457054,0.8881336,0.00012088951,0.000023922898,0.00003687955,0.00018601106,0.0007764747,0.0015577382],"genre_scores_gemma":[0.92051065,0.00007524976,0.07804527,0.000027030817,0.000009238608,0.000078639234,0.0002536371,0.00004956896,0.0009508702],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982256,0.00003052952,0.000014639929,0.000044673478,0.000065984976,0.000021519485],"domain_scores_gemma":[0.9996519,0.00011208986,0.00005984149,0.00003682848,0.00012211762,0.000017213226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042958977,0.0004694602,0.0005614271,0.00034100297,0.00035000438,0.0005137804,0.00067394355,0.00061020895,0.000866636],"category_scores_gemma":[0.0009078433,0.00032168577,0.0007590641,0.0003500818,0.00035834816,0.0006807603,0.00067978166,0.00063271524,0.0001557526],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040839026,0.00002429545,0.0031769848,0.000042134034,0.000026459022,0.0000595185,0.000047870722,0.9641966,0.009950463,0.001100144,0.0002957295,0.021038871],"study_design_scores_gemma":[0.0000026793984,0.0000048160828,0.00025511396,0.0000010838547,0.0000025843642,0.000004490367,0.0000027605631,0.9985379,0.00090927386,0.00017044568,0.00010518184,0.0000036311496],"about_ca_topic_score_codex":0.019835487,"about_ca_topic_score_gemma":0.0135820415,"teacher_disagreement_score":0.019835487,"about_ca_system_score_codex":0.00048669218,"about_ca_system_score_gemma":0.0013538445,"threshold_uncertainty_score":0.039440036},"labels":[],"label_agreement":null},{"id":"W2593814268","doi":"10.2118/165456-er","title":"Erratum for Understanding the Steam-Hammer Mechanism in Steam-Assisted-Gravity-Drainage Wells","year":2017,"lang":"en","type":"erratum","venue":"SPE Journal","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Petroleum engineering; Steam-assisted gravity drainage; Mechanism (biology); Geology; Water hammer; Hammer; Drainage; Geotechnical engineering; Environmental science; Engineering; Materials science; Mechanical engineering; Oil sands; Composite material; Philosophy","score_opus":0.034526825444451445,"score_gpt":0.24979978253345395,"score_spread":0.21527295708900251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593814268","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000657605,0.0017765763,0.002562308,0.033843327,0.9386543,0.00006130213,0.0016533245,0.00034948395,0.020441843],"genre_scores_gemma":[0.01820382,0.012155872,0.013894799,0.033619106,0.18145865,0.00022982602,0.0051432485,0.0012809293,0.7340136],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981699,0.000121968675,0.00031355306,0.00015785004,0.0011314547,0.000105217194],"domain_scores_gemma":[0.9935389,0.0014403989,0.0003532725,0.00032601558,0.0040595955,0.00028175657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013294865,0.0019991314,0.0012762466,0.0025859296,0.0028785737,0.0025856628,0.0018976948,0.005791973,0.060250036],"category_scores_gemma":[0.014365237,0.0007697318,0.0009880343,0.0018429188,0.0018122008,0.0028545954,0.0015028021,0.005887487,0.02631044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005471833,0.000017916818,0.000073964955,0.00013398867,0.00000493617,0.000350804,0.000025034253,0.00022067898,0.00021839941,0.004085863,0.9837427,0.011071031],"study_design_scores_gemma":[0.000032591717,0.000051800507,0.0007664886,0.00027849263,0.00002257655,0.0004546239,0.00017188517,0.0008771846,0.0011001945,0.005032619,0.9911664,0.000045152083],"about_ca_topic_score_codex":0.010810715,"about_ca_topic_score_gemma":0.016903102,"teacher_disagreement_score":0.060250036,"about_ca_system_score_codex":0.002454815,"about_ca_system_score_gemma":0.0038196724,"threshold_uncertainty_score":0.2015565},"labels":[],"label_agreement":null},{"id":"W2596730888","doi":"10.2118/178426-er","title":"Errata to Discussion on the Effects of Temperature on Thermal Properties in the Steam-Assisted-Gravity-Drainage (SAGD) Process. Part 1: Thermal Conductivity","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Steam-assisted gravity drainage; Thermal conductivity; Petroleum engineering; Process (computing); Thermal; Geology; Materials science; Thermodynamics; Computer science; Physics; Composite material; Oil sands; Programming language","score_opus":0.019953301162098157,"score_gpt":0.25762577493685407,"score_spread":0.23767247377475592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596730888","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006415108,0.008320909,0.0022008151,0.08368781,0.8991491,0.000045585686,0.00081971334,0.00037224678,0.0047623417],"genre_scores_gemma":[0.029336758,0.03852514,0.0120167965,0.2804213,0.2903871,0.00039587016,0.00369805,0.0026324491,0.34258652],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99493474,0.00033475668,0.00087339163,0.0005748037,0.002924391,0.000357956],"domain_scores_gemma":[0.9862207,0.00410196,0.0009855318,0.0006273443,0.0076962267,0.00036820472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00310465,0.0023894806,0.0021627778,0.001914799,0.0035329186,0.0021044973,0.0036879333,0.007125135,0.02541169],"category_scores_gemma":[0.022460874,0.0013252514,0.0025540167,0.0018954375,0.0022423463,0.0033158136,0.0017752082,0.011621831,0.018471155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016820371,0.000042922897,0.0001686496,0.00074328645,0.000036617042,0.00038679916,0.000087457556,0.00023705327,0.0021306511,0.0030011446,0.98120236,0.011794814],"study_design_scores_gemma":[0.000060125953,0.00007346965,0.0012028586,0.0003066618,0.000073385694,0.0003754788,0.00009506918,0.00036647456,0.006142722,0.0030287816,0.98821265,0.000062270585],"about_ca_topic_score_codex":0.013852818,"about_ca_topic_score_gemma":0.01387118,"teacher_disagreement_score":0.02541169,"about_ca_system_score_codex":0.0043652826,"about_ca_system_score_gemma":0.0038733021,"threshold_uncertainty_score":0.08501059},"labels":[],"label_agreement":null},{"id":"W2600277782","doi":"10.2118/185949-pa","title":"Effects of Formation-Water Salinity, Formation Pressure, Gas Composition, and Gas-Flow Rate on Carbon Dioxide Sequestration in Coal Formations","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Saudi Aramco; University of Alberta; University of Saskatchewan; University of Ottawa","keywords":"Coal; Permeability (electromagnetism); Carbon sequestration; Carbon dioxide; Adsorption; Chemistry; Methane; Relative permeability; Enhanced coal bed methane recovery; Coal mining; Salinity; Petroleum engineering; Pressure drop; Chemical engineering; Geology; Porosity; Membrane; Thermodynamics; Organic chemistry","score_opus":0.012413961296215763,"score_gpt":0.221154896535219,"score_spread":0.20874093523900322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600277782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993267,0.00008795147,0.00032184657,0.0000105531935,0.0000035609032,0.0000069526286,0.000033572895,0.000009239329,0.00019962594],"genre_scores_gemma":[0.9995061,0.000054374126,0.0002744978,0.000006852965,8.492288e-7,0.0000047004296,0.00002834746,0.0000026823238,0.000121498815],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99974173,0.000043854903,0.000025321868,0.000040558265,0.000109125234,0.00003945626],"domain_scores_gemma":[0.999519,0.00018714598,0.00007697784,0.000024282863,0.00013902601,0.00005355102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000415767,0.00025530515,0.00027609023,0.00018338827,0.00020252608,0.00038781963,0.00021519407,0.00020551204,0.000643804],"category_scores_gemma":[0.0006375879,0.00012230537,0.00032960426,0.00019398477,0.0003607255,0.00038527476,0.00029604937,0.00031651717,0.00012040805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045172192,0.00009748966,0.008733543,0.00011192018,0.000023570008,0.000093349125,0.00008784707,0.0014525593,0.98321414,0.000056243785,0.000035337856,0.005642315],"study_design_scores_gemma":[0.000009843341,0.00057053164,0.018479109,0.0000050415065,0.000021477066,0.000039260987,0.00009849112,0.004490302,0.97593075,0.000028657001,0.00031508892,0.000011339896],"about_ca_topic_score_codex":0.0022059493,"about_ca_topic_score_gemma":0.0025719039,"teacher_disagreement_score":0.0022059493,"about_ca_system_score_codex":0.00034714537,"about_ca_system_score_gemma":0.00030429053,"threshold_uncertainty_score":0.004386246},"labels":[],"label_agreement":null},{"id":"W2615417975","doi":"10.2118/185960-pa","title":"Predicting Waterflooding Performance in Low-Permeability Reservoirs With Linear Dynamical Systems","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Permeability (electromagnetism); Petroleum engineering; Injector; Reservoir simulation; Leverage (statistics); Reservoir modeling; Oil field; Oil production; Reservoir engineering; Reservoir computing; Biological system; Geology; Computer science; Engineering; Chemistry; Petroleum; Machine learning","score_opus":0.0189779710945662,"score_gpt":0.269034217765991,"score_spread":0.2500562466714248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615417975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8757075,0.00012262653,0.122429244,0.0002218655,0.000013861754,0.000025825448,0.00022703984,0.00033153052,0.00092051295],"genre_scores_gemma":[0.99697685,0.00001817015,0.0027440218,0.0000067481046,0.000002406161,0.000008868862,0.00006564661,0.000005512319,0.00017173149],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998598,0.000037140773,0.000010147352,0.000042439315,0.000024665158,0.000025765159],"domain_scores_gemma":[0.9992105,0.00048290967,0.00013755333,0.000037188896,0.00009393661,0.000037863658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041028784,0.0005005207,0.00037112337,0.0004337638,0.00021267007,0.0005282794,0.0005310714,0.0006152654,0.0005428062],"category_scores_gemma":[0.0017591335,0.00030627928,0.00045375695,0.00029941704,0.0003852979,0.0007740393,0.00038207785,0.00053965265,0.00007088057],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013290571,0.000013102188,0.0032628176,0.000006881682,0.0000082219485,0.000016048973,0.00000664378,0.9941415,0.00061204145,0.0001658052,0.00004250533,0.0017111567],"study_design_scores_gemma":[6.431923e-7,0.000002339854,0.0002071233,3.0822e-7,5.5564055e-7,7.211097e-7,0.0000011949277,0.9996364,0.00008936368,0.000053234162,0.000007211788,8.93918e-7],"about_ca_topic_score_codex":0.020776294,"about_ca_topic_score_gemma":0.011799241,"teacher_disagreement_score":0.020776294,"about_ca_system_score_codex":0.0007020633,"about_ca_system_score_gemma":0.00054373185,"threshold_uncertainty_score":0.041310728},"labels":[],"label_agreement":null},{"id":"W2615765231","doi":"10.2118/175101-pa","title":"Enhancing Hydrocarbon Permeability After Hydraulic Fracturing: Laboratory Evaluations of Shut-Ins and Surfactant Additives","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"CMG Reservoir Simulation Foundation","keywords":"Petroleum engineering; Oil shale; Hydrocarbon; Hydraulic fracturing; Permeability (electromagnetism); Relative permeability; Shut down; Geology; Tight gas; Fracturing fluid; Tight oil; Geotechnical engineering; Chemistry; Engineering; Process engineering","score_opus":0.008641441637164403,"score_gpt":0.2537915728415537,"score_spread":0.24515013120438928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615765231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989237,0.00008589049,0.00055130426,0.000017567158,0.000005500984,0.000017028997,0.000118792654,0.00002074312,0.00025944694],"genre_scores_gemma":[0.99808633,0.00015196415,0.0011237607,0.000009644301,0.0000034778634,0.000023008559,0.000107874905,0.000010256723,0.00048362408],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999686,0.000046375593,0.000033533055,0.00004802532,0.00010940706,0.00007669083],"domain_scores_gemma":[0.99919206,0.00024662993,0.00017442377,0.00006913896,0.00023316628,0.00008451257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037243863,0.00036426715,0.00027178356,0.000292967,0.00032768893,0.00033835293,0.00031375192,0.00037120175,0.001029959],"category_scores_gemma":[0.0008140125,0.00013725553,0.00028161838,0.00029174978,0.00042955638,0.0005480784,0.00031756572,0.0007696335,0.00014829534],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042798548,0.00043287664,0.00088939944,0.00008866868,0.000011143377,0.00007754662,0.000090498346,0.0011848611,0.9944336,0.00007386231,0.00006256006,0.00222703],"study_design_scores_gemma":[0.000011308318,0.0014773707,0.0009912424,0.0000044351164,0.000010540701,0.000019836949,0.00006407214,0.0015200375,0.9956851,0.000023787477,0.0001855459,0.0000067949522],"about_ca_topic_score_codex":0.0022523939,"about_ca_topic_score_gemma":0.0026593516,"teacher_disagreement_score":0.0022523939,"about_ca_system_score_codex":0.00030116455,"about_ca_system_score_gemma":0.00037581925,"threshold_uncertainty_score":0.004478574},"labels":[],"label_agreement":null},{"id":"W2623094841","doi":"10.2118/186093-pa","title":"Prediction of the Liquid Viscosity of Characterized Crude Oils by Use of the Generalized Walther Model","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Calgary","keywords":"Asphaltene; Viscosity; Absolute deviation; Boiling point; Thermodynamics; Crude oil; API gravity; Pour point; Binary number; Flash point; Chemistry; Materials science; Mathematics; Geology; Petroleum engineering; Physics; Statistics; Organic chemistry","score_opus":0.032880063620418336,"score_gpt":0.2284464730146718,"score_spread":0.19556640939425346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623094841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6479393,0.00023684837,0.34763435,0.00011292503,0.000025387026,0.000101769234,0.0005834969,0.0006323538,0.0027335053],"genre_scores_gemma":[0.98167,0.000082430444,0.01726232,0.000014636221,0.000003951883,0.00006368407,0.00022729885,0.000041103962,0.0006344635],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986804,0.000029773306,0.0000075226603,0.000038121336,0.000037347156,0.000019242681],"domain_scores_gemma":[0.9997507,0.0001197008,0.000032004205,0.00003344334,0.000055238954,0.000008906006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003860618,0.0006713175,0.00051213807,0.00042398658,0.00019091088,0.00049457565,0.0007608649,0.0005321124,0.00041680332],"category_scores_gemma":[0.0010695446,0.00024957873,0.00086221215,0.0002695863,0.00024908595,0.00053961977,0.00025959918,0.00070990616,0.00015173251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002422366,0.000023434735,0.0010942498,0.000031196603,0.00001747086,0.000047359154,0.00001906999,0.97966546,0.0120244315,0.0011859599,0.00009309651,0.005774136],"study_design_scores_gemma":[0.0000018857164,0.000009100508,0.00022698498,9.3665597e-7,0.0000029325784,0.0000032674086,0.0000014854045,0.99715,0.0023800654,0.00015760516,0.00006278536,0.0000030397302],"about_ca_topic_score_codex":0.013555894,"about_ca_topic_score_gemma":0.008708643,"teacher_disagreement_score":0.013555894,"about_ca_system_score_codex":0.00086595875,"about_ca_system_score_gemma":0.0008643854,"threshold_uncertainty_score":0.026953936},"labels":[],"label_agreement":null},{"id":"W2624301506","doi":"10.2118/186089-pa","title":"Magnetic-Resonance Imaging of Fines Migration in Berea Sandstone","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"NMR spectroscopy and applications","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Permeability (electromagnetism); Phase (matter); Geology; Volumetric flow rate; Inlet; Porosity; Mineralogy; Mechanics; Nuclear magnetic resonance; Chemistry; Geotechnical engineering; Geomorphology; Physics","score_opus":0.007847329692923144,"score_gpt":0.31815964177519124,"score_spread":0.3103123120822681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624301506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991381,0.0000579375,0.00035805049,0.000009910937,0.0000013201116,0.0000030804183,0.000044742075,0.000020412886,0.00036635966],"genre_scores_gemma":[0.99872524,0.000034164404,0.0007284887,0.0000053416134,0.0000011860627,0.0000017568401,0.00003678904,0.0000032644314,0.0004637238],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99996746,0.000003068482,0.0000018613238,0.000010631676,0.0000073628435,0.000009547811],"domain_scores_gemma":[0.99993706,0.0000114387485,0.000013378024,0.0000049337746,0.000018212391,0.000014969009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107029744,0.000121301404,0.00011199174,0.00073390256,0.00023288325,0.00020418347,0.00010481319,0.00021862173,0.0004776594],"category_scores_gemma":[0.000165207,0.00011505575,0.00005642939,0.00021064331,0.00028494658,0.00016293189,0.00017847591,0.000157868,0.00010768483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015060726,0.000019290379,0.0075380583,0.00002759893,0.000004591591,0.00018316835,0.000102166756,0.0002359983,0.9894131,0.000053513813,0.000020388034,0.0022515303],"study_design_scores_gemma":[0.00002972685,0.00044608078,0.6118169,0.000019729421,0.000035433084,0.00080098363,0.00051988824,0.010619423,0.37375048,0.00024315267,0.001693714,0.0000245553],"about_ca_topic_score_codex":0.0065165665,"about_ca_topic_score_gemma":0.009447514,"teacher_disagreement_score":0.0065165665,"about_ca_system_score_codex":0.00022106728,"about_ca_system_score_gemma":0.00013741464,"threshold_uncertainty_score":0.012957275},"labels":[],"label_agreement":null},{"id":"W2731660629","doi":"10.2118/180748-pa","title":"Analytical Treatment of Steam-Assisted Gravity Drainage: Old and New","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Steam-assisted gravity drainage; Front (military); Asphalt; Steam injection; Oil sands; Mechanics; Front velocity; Petroleum engineering; Geology; Drainage; Superficial velocity; Environmental science; Materials science","score_opus":0.031121082580726198,"score_gpt":0.29462719207878013,"score_spread":0.2635061094980539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731660629","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028114364,0.016722027,0.92074245,0.001011243,0.000735899,0.00011594095,0.00022924911,0.000577162,0.0317517],"genre_scores_gemma":[0.721607,0.026309643,0.2028564,0.0006030715,0.0013161092,0.00032785456,0.00042306076,0.00058491895,0.04597195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995229,0.00009458563,0.000026966982,0.00007993657,0.00022905151,0.000046648966],"domain_scores_gemma":[0.99961793,0.00011698402,0.00003706983,0.000064961925,0.00014727534,0.000015713053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068845093,0.00082957145,0.00070461375,0.0010410864,0.00037010034,0.0009937694,0.001173977,0.0008560964,0.002075483],"category_scores_gemma":[0.0011950043,0.00047112117,0.0010792073,0.0006704365,0.001034485,0.0011881334,0.0008582257,0.0012643738,0.00089980685],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011565144,0.00027430215,0.0016784706,0.0017691398,0.000106164174,0.0010403033,0.000572511,0.34646702,0.1106446,0.36953786,0.0068180324,0.16097598],"study_design_scores_gemma":[0.000009296571,0.00009515984,0.0005715638,0.000114082526,0.000022447242,0.00022965707,0.00008605113,0.85929286,0.020986674,0.07079253,0.04773341,0.00006630557],"about_ca_topic_score_codex":0.0021434838,"about_ca_topic_score_gemma":0.0012580857,"teacher_disagreement_score":0.0021434838,"about_ca_system_score_codex":0.0013328317,"about_ca_system_score_gemma":0.0008064282,"threshold_uncertainty_score":0.009670436},"labels":[],"label_agreement":null},{"id":"W2735663275","doi":"10.2118/186097-pa","title":"A Phase-Behavior Study for <i>n</i>-Hexane/Bitumen and <i>n</i>-Octane/Bitumen Mixtures","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Asphalt; Oil sands; Asphaltene; Octane; Steam-assisted gravity drainage; Solvent; Hexane; Chemistry; Hydrocarbon; Chromatography; Analytical Chemistry (journal); Materials science; Organic chemistry; Composite material","score_opus":0.019971047271793014,"score_gpt":0.3159776043865764,"score_spread":0.2960065571147834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735663275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959721,0.0003450491,0.0022657614,0.000015237453,0.000009521878,0.000028538501,0.00018625562,0.000042919677,0.0011347036],"genre_scores_gemma":[0.9958197,0.00033159618,0.002712452,0.00001599233,0.0000043367163,0.000033551663,0.00024676873,0.000023463974,0.0008120614],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99979204,0.000026922276,0.000016505637,0.00004018039,0.00008886898,0.000035473106],"domain_scores_gemma":[0.9998104,0.00004319188,0.000049707673,0.000010205719,0.00006377657,0.000022729568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016074404,0.0002608489,0.00018159462,0.0004757996,0.00023000462,0.00026003344,0.00019189036,0.00015676979,0.0013842138],"category_scores_gemma":[0.0002771874,0.00011329356,0.00017291647,0.00033571688,0.00020923391,0.0002710613,0.00019668105,0.00033817088,0.00025433698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006352736,0.000013099764,0.0008608685,0.000020446845,0.0000034319942,0.00003029841,0.000026036294,0.00009121309,0.9977118,0.000030334404,0.000009973572,0.0011389807],"study_design_scores_gemma":[0.000002548047,0.00010520272,0.003289166,0.0000036230283,0.0000062151494,0.00003471776,0.00004146024,0.00082570664,0.99522865,0.000010548014,0.0004490248,0.0000032524783],"about_ca_topic_score_codex":0.0015895028,"about_ca_topic_score_gemma":0.0025060056,"teacher_disagreement_score":0.0015895028,"about_ca_system_score_codex":0.00020082715,"about_ca_system_score_gemma":0.00021300979,"threshold_uncertainty_score":0.004630685},"labels":[],"label_agreement":null},{"id":"W2735829355","doi":"10.2118/186102-pa","title":"Use of Nickel Nanoparticles for Promoting Aquathermolysis Reaction During Cyclic Steam Stimulation","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Steam injection; Nickel; Asphaltene; Nanoparticle; Chemical engineering; Penetration (warfare); Enhanced oil recovery; Materials science; Emulsion; Petroleum engineering; Chemistry; Pulp and paper industry; Metallurgy; Nanotechnology; Geology","score_opus":0.029399977344676764,"score_gpt":0.2762696384223657,"score_spread":0.24686966107768893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735829355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968066,0.00018961179,0.0021059832,0.000016885091,0.000007784914,0.000019011652,0.00004243208,0.000052399322,0.0007591737],"genre_scores_gemma":[0.997993,0.00010746858,0.0013881192,0.0000065465783,0.000002287227,0.000012853151,0.000036329617,0.000012335388,0.00044116395],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999018,0.0000129855935,0.000008931603,0.000022030501,0.000030209087,0.000024116986],"domain_scores_gemma":[0.9998956,0.000026112251,0.000024699653,0.000009643961,0.00003175566,0.000012306755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012751418,0.00023793818,0.00019033764,0.00014256651,0.00008764338,0.00017333213,0.00018362237,0.00015015133,0.00047623433],"category_scores_gemma":[0.0002107098,0.00012735427,0.0002043654,0.00011521406,0.00016920298,0.00016809437,0.00017504401,0.0002319366,0.00015771289],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064953565,0.000009336519,0.0001276205,0.00003887134,0.0000023494636,0.00001808213,0.000015802512,0.0001167926,0.99845934,0.000018244087,0.000014031007,0.0011145278],"study_design_scores_gemma":[0.0000019748954,0.000086464104,0.0003705572,0.0000014343342,0.0000035360836,0.000008472307,0.000008530471,0.0006100864,0.9987167,0.0000044999906,0.00018609452,0.0000015752028],"about_ca_topic_score_codex":0.0008964681,"about_ca_topic_score_gemma":0.0017702171,"teacher_disagreement_score":0.0008964681,"about_ca_system_score_codex":0.00020826698,"about_ca_system_score_gemma":0.000118309355,"threshold_uncertainty_score":0.0017824769},"labels":[],"label_agreement":null},{"id":"W2738634234","doi":"10.2118/186109-pa","title":"A Laplace-Domain Hybrid Model for Representing Flow Behavior of Multifractured Horizontal Wells Communicating Through Secondary Fractures in Unconventional Reservoirs","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Natural Science Foundation of China; Alberta Innovates - Technology Futures","keywords":"Laplace transform; Fracture (geology); Discretization; Flow (mathematics); Mechanics; Computation; Complex fracture; Matrix (chemical analysis); Applied mathematics; Mathematical optimization; Mathematics; Geology; Computer science; Geotechnical engineering; Mathematical analysis; Algorithm; Materials science; Physics","score_opus":0.021891985785235393,"score_gpt":0.2953552699361776,"score_spread":0.27346328415094223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738634234","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2706506,0.0003241199,0.7124563,0.00048531735,0.00005908311,0.00008636355,0.0003369475,0.0005174206,0.015083801],"genre_scores_gemma":[0.9783604,0.00014714838,0.016077893,0.00005172789,0.000014053436,0.00010397184,0.00010379381,0.00003351472,0.0051075853],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989057,0.000030101279,0.0000061439728,0.000024856361,0.000030702642,0.000017459972],"domain_scores_gemma":[0.9997557,0.000113558424,0.00003808246,0.000015809002,0.000058018333,0.000018804278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000314539,0.00040947628,0.0004637166,0.000511177,0.0003885425,0.0008797994,0.0010371079,0.0015547852,0.0015001034],"category_scores_gemma":[0.0005685792,0.00030331503,0.00064345193,0.00035787138,0.00089206715,0.000683617,0.00061106886,0.0005223324,0.00017807644],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013344985,0.00001546717,0.00034450536,0.00001143897,0.000004912596,0.00005318974,0.000026879776,0.9939049,0.0015606654,0.0029108685,0.00006851055,0.001085366],"study_design_scores_gemma":[0.0000013150288,0.0000033909623,0.000030327607,9.46609e-7,8.4480683e-7,0.0000026073528,0.0000039972642,0.9995603,0.00008590065,0.00025738202,0.000051459865,0.0000015106499],"about_ca_topic_score_codex":0.012699537,"about_ca_topic_score_gemma":0.006329695,"teacher_disagreement_score":0.012699537,"about_ca_system_score_codex":0.00088028953,"about_ca_system_score_gemma":0.00094181165,"threshold_uncertainty_score":0.02525127},"labels":[],"label_agreement":null},{"id":"W2740101355","doi":"10.2118/186100-pa","title":"Tiltmeter Mapping of Measured Nonsymmetric Hydraulic-Fracture Growth in a Conglomerate/Sandstone Formation Using the Implicit Level-Set Algorithm and the Extended Kalman Filter","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tiltmeter; Geology; Fracture (geology); Hydraulic fracturing; Classification of discontinuities; Displacement (psychology); Discontinuity (linguistics); Discretization; Mechanics; Geotechnical engineering; Geometry; Algorithm; Mathematics; Mathematical analysis","score_opus":0.031221075291922664,"score_gpt":0.25802205567689385,"score_spread":0.22680098038497118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740101355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9400714,0.000031269687,0.05857002,0.000051554212,0.000008226684,0.000018368602,0.0001504192,0.00025411884,0.00084463315],"genre_scores_gemma":[0.977772,0.000017407934,0.021933094,0.00000448968,0.0000020410507,0.000008099594,0.00007432745,0.000007557346,0.00018096683],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991345,0.00000982054,0.0000051299676,0.000024941752,0.000033284145,0.000013342695],"domain_scores_gemma":[0.99983287,0.000040505372,0.00003680944,0.000020624017,0.00005056556,0.000018654633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018982796,0.00023854055,0.00020905444,0.00054062856,0.00015838169,0.0003501015,0.0002742036,0.00025968385,0.00050559174],"category_scores_gemma":[0.00046880555,0.000170045,0.0002775373,0.00037277644,0.00023597444,0.00023089827,0.00038067228,0.0002065995,0.000108286484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033557747,0.00020063182,0.092251815,0.00009228038,0.0000677625,0.00022443419,0.00037785136,0.57986444,0.14156877,0.0010629944,0.00037774327,0.18357569],"study_design_scores_gemma":[0.000011542312,0.000043054544,0.036357794,0.0000041536155,0.000008637449,0.000019542913,0.000050027713,0.9567268,0.0064595123,0.00017224462,0.00012692832,0.000019777543],"about_ca_topic_score_codex":0.011485178,"about_ca_topic_score_gemma":0.017818563,"teacher_disagreement_score":0.011485178,"about_ca_system_score_codex":0.00046287506,"about_ca_system_score_gemma":0.0004774359,"threshold_uncertainty_score":0.022836685},"labels":[],"label_agreement":null},{"id":"W2745038187","doi":"10.2118/182655-pa","title":"Equation of State for Relative Permeability, Including Hysteresis and Wettability Alteration","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Abu Dhabi National Oil Company; CMG Reservoir Simulation Foundation; Pennsylvania State University","keywords":"Relative permeability; Wetting; Permeability (electromagnetism); Saturation (graph theory); Porous medium; Hysteresis; Petroleum reservoir; Materials science; Multiphase flow; Mechanics; Geology; Thermodynamics; Porosity; Mineralogy; Geotechnical engineering; Petroleum engineering; Chemistry; Mathematics; Composite material; Physics","score_opus":0.05437152421295186,"score_gpt":0.31883174392754093,"score_spread":0.26446021971458905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745038187","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0499425,0.00068775524,0.90625286,0.00067832123,0.0002537437,0.00019510963,0.0017957336,0.0012004501,0.038993474],"genre_scores_gemma":[0.7944016,0.0013257498,0.1556956,0.0005862548,0.00010398554,0.0007944208,0.0022521955,0.0008621929,0.043978002],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996113,0.000051027295,0.00003152629,0.00006803448,0.00019912295,0.00003889923],"domain_scores_gemma":[0.99948883,0.00019191123,0.000056342917,0.00007446186,0.00018092309,0.0000075483754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053245435,0.00055427675,0.0005195675,0.0004972967,0.00038520375,0.00085187884,0.0011785547,0.0010873372,0.0054712542],"category_scores_gemma":[0.0015268481,0.0003967253,0.0010277902,0.00033360047,0.00039766546,0.001629139,0.0005432159,0.0012917301,0.0017379773],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058580725,0.00011807017,0.00400399,0.0002951756,0.00004891645,0.00021539313,0.00019214183,0.7587457,0.034225132,0.1454384,0.0072335126,0.0494249],"study_design_scores_gemma":[0.0000047683084,0.00001270807,0.00034598398,0.000011557739,0.0000060272696,0.000035939043,0.000009825665,0.98327684,0.0036938658,0.005247709,0.0073436247,0.000011058645],"about_ca_topic_score_codex":0.005412973,"about_ca_topic_score_gemma":0.0038684518,"teacher_disagreement_score":0.0054712542,"about_ca_system_score_codex":0.0010693821,"about_ca_system_score_gemma":0.0009094151,"threshold_uncertainty_score":0.018303216},"labels":[],"label_agreement":null},{"id":"W2749364025","doi":"10.2118/187948-pa","title":"Critical Review of Mechanistic and Empirical (Semimechanistic) Models for Particle Removal From Sandbed Deposits in Horizontal Annuli With Water","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Turbulence; Mechanics; Drag; Annulus (botany); Geology; Geotechnical engineering; Sediment transport; Shear stress; Shear velocity; Sediment; Materials science; Physics; Geomorphology","score_opus":0.03237808002730282,"score_gpt":0.29085639507476063,"score_spread":0.25847831504745783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749364025","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025517656,0.9350799,0.05062587,0.0064525823,0.0018788957,0.00010901122,0.00027110893,0.00016201352,0.002868847],"genre_scores_gemma":[0.032557897,0.9474339,0.014165926,0.001773071,0.002064814,0.00027625967,0.00020351529,0.00007839258,0.0014462672],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830025,0.00051799644,0.0002737481,0.00025101448,0.0005839856,0.00007306087],"domain_scores_gemma":[0.9901698,0.006742152,0.0005925158,0.00031649307,0.0020672826,0.000111604364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007133898,0.0027507374,0.0029632528,0.003202908,0.00067268644,0.0026859639,0.006160528,0.0027294126,0.002413408],"category_scores_gemma":[0.009481763,0.0012261197,0.0017844773,0.0023442504,0.0023283083,0.0033680496,0.0013767155,0.0036056393,0.0014826525],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003389618,0.00053090934,0.0016254133,0.06477542,0.0011755464,0.0006481412,0.00038524045,0.18390138,0.005869112,0.2218607,0.042867187,0.47602195],"study_design_scores_gemma":[0.00009249389,0.0006463025,0.004482854,0.025284646,0.001088917,0.0007232369,0.00035725112,0.19312942,0.006433213,0.19628824,0.57098675,0.00048666488],"about_ca_topic_score_codex":0.008530656,"about_ca_topic_score_gemma":0.005018218,"teacher_disagreement_score":0.008530656,"about_ca_system_score_codex":0.004745664,"about_ca_system_score_gemma":0.0043294746,"threshold_uncertainty_score":0.03772813},"labels":[],"label_agreement":null},{"id":"W2761501834","doi":"10.2118/174624-pa","title":"Characterization of Ultrahigh-Molecular-Weight Oilfield Polyacrylamides Under Different pH Environments by Use of Asymmetrical-Flow Field-Flow Fractionation and Multiangle-Light-Scattering Detector","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Field-Flow Fractionation Techniques","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Molar mass; Dispersity; Field flow fractionation; Fractionation; Gel permeation chromatography; Polymer; Chemistry; Size-exclusion chromatography; Molar mass distribution; Multiangle light scattering; Macromolecule; Chromatography; Polystyrene; Analytical Chemistry (journal); Enhanced oil recovery; Chemical engineering; Light scattering; Polymer chemistry; Scattering; Organic chemistry","score_opus":0.010116806342604348,"score_gpt":0.2145968999919618,"score_spread":0.20448009364935746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761501834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891243,0.00042994038,0.009704536,0.000027591926,0.000008098168,0.000022929617,0.00016493886,0.00008871636,0.000428955],"genre_scores_gemma":[0.9776223,0.0006285605,0.01972789,0.00006568422,0.000009936193,0.00006958091,0.000590047,0.000042668027,0.0012433332],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991333,0.0000135751625,0.000009387918,0.00002345909,0.000022294274,0.000017896433],"domain_scores_gemma":[0.9997756,0.000054690256,0.00006493737,0.000011425237,0.000051644663,0.000041799438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019629268,0.00035664052,0.00012653501,0.00046750985,0.00013056895,0.000231382,0.00016070939,0.00018676066,0.00051226985],"category_scores_gemma":[0.00023927062,0.00009645735,0.0001461771,0.00021879106,0.00017779786,0.0002894916,0.00013613561,0.00034777127,0.00019186786],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050435916,0.0000137096995,0.00050371815,0.000015671698,0.0000021553917,0.000011318352,0.000019731538,0.00003223702,0.99805343,0.000020110101,0.0000046258656,0.0012729294],"study_design_scores_gemma":[0.0000052080045,0.00013081159,0.0073436513,0.000005359102,0.000011964669,0.00008755756,0.00003153657,0.0008642392,0.9910793,0.000037841208,0.00039663716,0.0000059045606],"about_ca_topic_score_codex":0.00043971927,"about_ca_topic_score_gemma":0.0003552994,"teacher_disagreement_score":0.00051226985,"about_ca_system_score_codex":0.000116162,"about_ca_system_score_gemma":0.00016002724,"threshold_uncertainty_score":0.0017136931},"labels":[],"label_agreement":null},{"id":"W2763823138","doi":"10.2118/182635-pa","title":"A Tracing Algorithm for Flow Diagnostics on Fully Unstructured Grids With Multipoint Flux Approximation","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Reservoir simulation; Discretization; Grid; Computer science; Unstructured grid; Algorithm; Finite volume method; Computational science; Polygon mesh; Flow (mathematics); Control volume; Mesh generation; Mathematical optimization; Tracing; Node (physics); Applied mathematics; Geometry; Finite element method; Mathematics; Geology; Mechanics; Engineering; Mathematical analysis; Physics","score_opus":0.009226051785283391,"score_gpt":0.23689139411217147,"score_spread":0.2276653423268881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763823138","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003908578,0.000013065019,0.99490696,0.000028127473,0.000009003276,0.00002188515,0.000024651774,0.0004888531,0.00059873256],"genre_scores_gemma":[0.115467235,0.000041143823,0.88178164,0.000026053383,0.000010824824,0.00010917224,0.00018409883,0.00024853402,0.0021314179],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997143,0.000057634104,0.000021809905,0.000046660523,0.0001295467,0.000029973038],"domain_scores_gemma":[0.9992519,0.00036913707,0.000053356584,0.00010304003,0.00019297983,0.000029616098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005090289,0.0005641258,0.00046227165,0.00085143297,0.00059599185,0.0007395687,0.0011429888,0.0008567994,0.0040025185],"category_scores_gemma":[0.0018432443,0.0003399145,0.00055100274,0.000599932,0.0005064341,0.0007021955,0.001010516,0.0008893861,0.000825532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012912016,0.000065966306,0.0011979573,0.000085726526,0.000019123794,0.00016382422,0.00025916318,0.64297146,0.017928533,0.04495353,0.002906721,0.28931886],"study_design_scores_gemma":[0.0000048438947,0.000005960211,0.000028072314,0.0000026220566,7.230785e-7,0.000010025321,0.0000041819944,0.9947738,0.001038427,0.003237373,0.00089164515,0.0000022416775],"about_ca_topic_score_codex":0.004787266,"about_ca_topic_score_gemma":0.0032403849,"teacher_disagreement_score":0.004787266,"about_ca_system_score_codex":0.00080205844,"about_ca_system_score_gemma":0.00086795376,"threshold_uncertainty_score":0.013389707},"labels":[],"label_agreement":null},{"id":"W2765650941","doi":"10.2118/187956-pa","title":"On Subcool Control in Steam-Assisted-Gravity-Drainage Producers— Part I: Stability Envelopes","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy; University of Calgary","funders":"","keywords":"Petroleum engineering; Steam injection; Drawdown (hydrology); Steam-assisted gravity drainage; Environmental science; Wellbore; Drainage; Mechanics; Engineering; Geotechnical engineering; Groundwater; Materials science","score_opus":0.01756083335130164,"score_gpt":0.25191926015285226,"score_spread":0.2343584268015506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765650941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9139653,0.0003117459,0.077992715,0.00026990194,0.000008598891,0.00007438041,0.00006738346,0.00013368111,0.007176265],"genre_scores_gemma":[0.995408,0.000072709,0.003746092,0.000010639627,0.0000030146616,0.000014164843,0.000032669537,0.000013119417,0.00069966126],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989691,0.00030543882,0.00004656335,0.00013693563,0.00034808798,0.00019385287],"domain_scores_gemma":[0.99774617,0.0010959717,0.00041640562,0.00016743108,0.00044989327,0.00012399872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002022392,0.00022990225,0.00038622314,0.00047403775,0.0005365957,0.001174014,0.0007999818,0.00038321412,0.0012955286],"category_scores_gemma":[0.003490642,0.0002275811,0.00030941408,0.00043590536,0.0007329475,0.0016127526,0.0013562203,0.00049038033,0.00021636636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002909416,0.00072519854,0.13922222,0.00026669772,0.00006717068,0.0014035392,0.003088539,0.3758417,0.115969576,0.034536116,0.0023634094,0.32360646],"study_design_scores_gemma":[0.000047704074,0.0009381694,0.03285225,0.000047771635,0.000031357024,0.00021758948,0.001594222,0.87681514,0.07001057,0.010989074,0.006381742,0.00007437288],"about_ca_topic_score_codex":0.005592568,"about_ca_topic_score_gemma":0.0027729732,"teacher_disagreement_score":0.005592568,"about_ca_system_score_codex":0.0012310529,"about_ca_system_score_gemma":0.0007946455,"threshold_uncertainty_score":0.011120021},"labels":[],"label_agreement":null},{"id":"W2771260726","doi":"10.2118/175060-pa","title":"A Unified Algorithm for Phase-Stability/Split Calculation for Multiphase Isobaric-Isothermal Flash","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Gibbs free energy; Robustness (evolution); Tangent space; Algorithm; Tangent; Maxima and minima; Multiphase flow; Mathematics; Computer science; Applied mathematics; Thermodynamics; Mathematical analysis; Physics; Geometry; Chemistry","score_opus":0.05382618900025671,"score_gpt":0.3548600764615599,"score_spread":0.3010338874613032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771260726","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011287923,0.000019238762,0.9975758,0.000017531864,0.000011523232,0.000035970785,0.000018954748,0.0007161068,0.00047616367],"genre_scores_gemma":[0.029137818,0.000046744055,0.96834993,0.000034029184,0.000016046493,0.0002658781,0.00018109538,0.00033851326,0.0016300302],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994504,0.00006764154,0.00005649565,0.000102248814,0.00026620913,0.000057093563],"domain_scores_gemma":[0.999446,0.00015106285,0.000039202514,0.000081408565,0.0002540886,0.000028216213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007300169,0.0008623255,0.00066554913,0.0007857895,0.0005795258,0.0011170667,0.0021003366,0.0010277658,0.009843817],"category_scores_gemma":[0.0018700741,0.00044429017,0.000719474,0.0006230144,0.00041641906,0.0010780693,0.0016344276,0.0013823129,0.0035736235],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024216714,0.00014109327,0.001018117,0.00028568105,0.000071710056,0.00015654627,0.00025021058,0.22886986,0.029363543,0.04536806,0.006505324,0.68772763],"study_design_scores_gemma":[0.000039310205,0.000030846873,0.0001276731,0.000011766179,0.0000075154962,0.0000372687,0.000021272766,0.9805727,0.0063011153,0.0067387912,0.0060967756,0.000014994204],"about_ca_topic_score_codex":0.0023134702,"about_ca_topic_score_gemma":0.0022577269,"teacher_disagreement_score":0.009843817,"about_ca_system_score_codex":0.0006457514,"about_ca_system_score_gemma":0.0014906626,"threshold_uncertainty_score":0.03293085},"labels":[],"label_agreement":null},{"id":"W2771538814","doi":"10.2118/184555-pa","title":"Microemulsion Phase-Behavior Equation-of-State Model Using Empirical Trends in Chemical Potentials","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"CMG Reservoir Simulation Foundation; Pennsylvania State University","keywords":"Equation of state; Pulmonary surfactant; Micelle; Thermodynamics; Phase (matter); Microemulsion; Yield (engineering); Curvature; Materials science; Enhanced oil recovery; Chemistry; Mechanics; Chemical engineering; Mathematics; Organic chemistry; Physics; Geometry; Engineering","score_opus":0.08782209100385438,"score_gpt":0.38900744055137615,"score_spread":0.30118534954752174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771538814","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16194409,0.0014274666,0.772814,0.0021779162,0.00033543422,0.0005566669,0.002395525,0.00092665653,0.057422243],"genre_scores_gemma":[0.8605156,0.0015414823,0.0733793,0.00060587534,0.00010551845,0.0018217713,0.0013481576,0.00029490353,0.06038746],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998036,0.000028500888,0.000010815138,0.00005509735,0.00007053507,0.000031460328],"domain_scores_gemma":[0.99961215,0.0001459014,0.00006023739,0.000033374286,0.00013295704,0.000015299664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048480424,0.00065207656,0.000655806,0.0005906074,0.00034811773,0.0005979471,0.0017289419,0.0013293662,0.0026171843],"category_scores_gemma":[0.0012282934,0.00040087602,0.0012031392,0.00043799213,0.000515656,0.0012181898,0.0005391645,0.0011555771,0.0009050895],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035925714,0.00006674669,0.00087979273,0.00010857817,0.000026406798,0.00024523505,0.000084810636,0.9362766,0.009229457,0.046457954,0.0013966872,0.0051917927],"study_design_scores_gemma":[0.0000044511703,0.000006297933,0.000091267866,0.0000035719015,0.0000029856424,0.000015252885,0.0000037367008,0.99692,0.0003523433,0.0018508696,0.00074481324,0.000004349506],"about_ca_topic_score_codex":0.006888653,"about_ca_topic_score_gemma":0.0042274264,"teacher_disagreement_score":0.006888653,"about_ca_system_score_codex":0.0012489989,"about_ca_system_score_gemma":0.0011059495,"threshold_uncertainty_score":0.013697147},"labels":[],"label_agreement":null},{"id":"W2772828096","doi":"10.2118/189445-pa","title":"Computed-Tomography Measurements of Water Block in Low-Permeability Rocks: Scaling and Remedying Production Impairment","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"CMG Reservoir Simulation Foundation; University of Texas at Austin","keywords":"Imbibition; Permeability (electromagnetism); Geology; Scaling; Capillary pressure; Petroleum engineering; Relative permeability; Saturation (graph theory); Fluid dynamics; Pressure drop; Petrology; Geotechnical engineering; Mechanics; Porosity; Porous medium; Chemistry; Geometry","score_opus":0.015416621843404846,"score_gpt":0.2325848584206892,"score_spread":0.21716823657728437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772828096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950105,0.00006169492,0.004301282,0.000022881874,0.0000036842023,0.000012434693,0.00011345496,0.00004391998,0.00043023817],"genre_scores_gemma":[0.99803394,0.000031650172,0.0017055003,0.0000047526787,0.0000010482131,0.0000076119504,0.000040174047,0.000006875119,0.00016838744],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99988127,0.000010299548,0.000009176644,0.000024126475,0.000049768594,0.000025345067],"domain_scores_gemma":[0.9996226,0.0000873769,0.00009313916,0.000040923136,0.00011531815,0.0000405067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000213127,0.00019713951,0.00019116592,0.00024481284,0.00020816931,0.0002712689,0.00026353917,0.00024218297,0.0015265805],"category_scores_gemma":[0.0006337297,0.00014348584,0.00009894512,0.00019883874,0.00043582622,0.0004526443,0.00034080946,0.00036121125,0.00009826727],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001300455,0.00003554595,0.004148556,0.000032569496,0.0000030397002,0.00006651469,0.000055730925,0.0015636969,0.9911663,0.0001099142,0.00003563566,0.0026523767],"study_design_scores_gemma":[0.000008753561,0.00028812856,0.022021594,0.000006582691,0.000011740972,0.000069628164,0.000103552324,0.022469025,0.95463413,0.00010126704,0.00027447075,0.000011136671],"about_ca_topic_score_codex":0.0016586975,"about_ca_topic_score_gemma":0.0023860137,"teacher_disagreement_score":0.0016586975,"about_ca_system_score_codex":0.00022434471,"about_ca_system_score_gemma":0.00020697548,"threshold_uncertainty_score":0.0051069856},"labels":[],"label_agreement":null},{"id":"W2778248736","doi":"10.2118/189443-pa","title":"Particle Removal From Sandbed Deposits in Horizontal Annuli Using Viscoelastic Fluids","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Viscoelasticity; Drag; Turbulence; Mechanics; Particle image velocimetry; Materials science; Particle (ecology); Geotechnical engineering; Shear stress; Erosion; Geology; Composite material; Physics","score_opus":0.020987824200689762,"score_gpt":0.26397473864522936,"score_spread":0.2429869144445396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778248736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979857,0.00014874863,0.0016054207,0.000005305447,0.000003586635,0.000006116925,0.000009365211,0.0000106803,0.00022510292],"genre_scores_gemma":[0.99457043,0.00017857742,0.00421695,0.000012370846,0.0000034617672,0.000008366375,0.00004789654,0.000008999166,0.0009529785],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999858,0.000013533333,0.000008547422,0.000019783718,0.000060984188,0.00003903546],"domain_scores_gemma":[0.9998266,0.000061431376,0.000045351033,0.000015207711,0.00002999728,0.000021470929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020800543,0.00020178474,0.00025609334,0.00018260202,0.00017856748,0.0002665785,0.00018735744,0.00016017456,0.0005582008],"category_scores_gemma":[0.00028401142,0.00010181191,0.00019284285,0.0001027925,0.00016461623,0.00022318387,0.00022027973,0.00026546986,0.00014729687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029526456,0.000016475784,0.00031198782,0.000020419227,0.000002435519,0.000017282699,0.000022996455,0.00018764246,0.99764305,0.000015001573,0.0000055483115,0.0017277296],"study_design_scores_gemma":[0.0000040957693,0.00035178845,0.0030428092,0.0000033113938,0.0000071335025,0.000021333171,0.000037396632,0.0018208873,0.9942449,0.000011101861,0.00045165882,0.0000035498028],"about_ca_topic_score_codex":0.00067065214,"about_ca_topic_score_gemma":0.00094608363,"teacher_disagreement_score":0.00067065214,"about_ca_system_score_codex":0.0001591568,"about_ca_system_score_gemma":0.00015012558,"threshold_uncertainty_score":0.0018673539},"labels":[],"label_agreement":null},{"id":"W2789097955","doi":"10.2118/180071-pa","title":"Cryogenic Fracturing of Wellbores Under True Triaxial-Confining Stresses: Experimental Investigation","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; National Energy Technology Laboratory; CMG Reservoir Simulation Foundation; U.S. Department of Energy","keywords":"Hydraulic fracturing; Borehole; Permeability (electromagnetism); Overburden pressure; Oil shale; Geology; Petroleum engineering; Geotechnical engineering; Materials science; Chemistry","score_opus":0.01297160119452879,"score_gpt":0.24311185068459784,"score_spread":0.23014024949006906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789097955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998085,0.000055321863,0.0013932833,0.000009856503,0.0000032127841,0.000021729033,0.00010779814,0.00002646536,0.00029736783],"genre_scores_gemma":[0.99822766,0.00004960135,0.0013144404,0.000004416049,0.0000027965852,0.000026183356,0.00006707236,0.0000074487184,0.00030026052],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99967813,0.000028117673,0.000023101102,0.000062827115,0.00013064944,0.000077197205],"domain_scores_gemma":[0.99937135,0.00015222309,0.00011572517,0.00015261656,0.00015175606,0.000056340756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003169124,0.00035046448,0.00032713893,0.00029790873,0.0004114288,0.00021513435,0.00045741384,0.00041842816,0.0016931375],"category_scores_gemma":[0.0005221056,0.00017200447,0.00020637269,0.00025537697,0.0006040193,0.00030654395,0.00027984788,0.00038420176,0.00021133051],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028799623,0.00012650601,0.0026568337,0.000076900615,0.0000093644985,0.00020263261,0.00017775266,0.002628213,0.99133366,0.00008338094,0.00006038906,0.002356379],"study_design_scores_gemma":[0.000028790568,0.0019840065,0.012450111,0.000010257608,0.000015585207,0.00014563554,0.000195949,0.006921519,0.9776559,0.000044661585,0.00053023116,0.000017300545],"about_ca_topic_score_codex":0.0017962962,"about_ca_topic_score_gemma":0.0024428405,"teacher_disagreement_score":0.0017962962,"about_ca_system_score_codex":0.00032057505,"about_ca_system_score_gemma":0.00020398441,"threshold_uncertainty_score":0.00566411},"labels":[],"label_agreement":null},{"id":"W2790088428","doi":"10.2118/189979-pa","title":"A Semianalytical Model for Simulating Combined Electromagnetic Heating and Solvent-Assisted Gravity Drainage","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TRTech; University of Alberta","funders":"","keywords":"Mechanics; Solvent; Volumetric flow rate; Steam-assisted gravity drainage; Flow (mathematics); Diffusion; Petroleum engineering; Materials science; Thermal; Thermal diffusivity; Thermodynamics; Environmental science; Chemistry; Geology; Physics; Oil sands; Composite material; Organic chemistry","score_opus":0.02621234770018243,"score_gpt":0.28048241388273704,"score_spread":0.2542700661825546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790088428","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09246352,0.00043549106,0.8882321,0.0004091193,0.00010564374,0.00020448212,0.0005157734,0.0010383776,0.01659555],"genre_scores_gemma":[0.9359522,0.0004607651,0.045531463,0.00012204321,0.00003938572,0.00059536233,0.00034836904,0.00015923115,0.016791126],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997998,0.000042284624,0.000011412816,0.000042031417,0.00006994038,0.000034452583],"domain_scores_gemma":[0.99966145,0.00014226843,0.000046894704,0.000030085888,0.00010567653,0.0000135451455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036444896,0.00063142815,0.00062653207,0.0005337396,0.0004455186,0.00083590514,0.00119753,0.001621289,0.0021828588],"category_scores_gemma":[0.0008179016,0.0005487004,0.0010660687,0.00038767452,0.00076650205,0.0006942152,0.00053584314,0.0007461207,0.0005690462],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016310521,0.00001426422,0.00026997877,0.000032886852,0.000005907854,0.00004418232,0.000028766795,0.9903071,0.0043023764,0.0029765163,0.00016948755,0.0018322908],"study_design_scores_gemma":[0.0000020811992,0.0000036981846,0.000031251577,0.0000017374863,0.000001290859,0.0000035926512,0.000002499319,0.9990802,0.00043309122,0.00022135413,0.00021698687,0.0000022089189],"about_ca_topic_score_codex":0.010204367,"about_ca_topic_score_gemma":0.004662042,"teacher_disagreement_score":0.010204367,"about_ca_system_score_codex":0.0012576543,"about_ca_system_score_gemma":0.0011469721,"threshold_uncertainty_score":0.020289958},"labels":[],"label_agreement":null},{"id":"W2790824313","doi":"10.2118/189458-pa","title":"Magnetic-Resonance Imaging of High-Pressure Carbon Dioxide Displacement: Fluid/Surface Interaction and Fluid Behavior","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; New Brunswick Innovation Foundation","keywords":"Decane; Carbon dioxide; Saturation (graph theory); Materials science; Displacement (psychology); Surface tension; Magnetic resonance imaging; Enhanced oil recovery; Viscosity; Chemistry; Nuclear magnetic resonance; Petroleum engineering; Geology; Thermodynamics; Composite material; Organic chemistry","score_opus":0.006601430490371015,"score_gpt":0.22985414994263023,"score_spread":0.22325271945225922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790824313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871349,0.0006967475,0.009893453,0.00011947349,0.000012070883,0.000014814541,0.00013917804,0.00012507444,0.0018642285],"genre_scores_gemma":[0.99597025,0.0001340104,0.0029570526,0.000025799754,0.000010022104,0.000009272061,0.000055700846,0.0000127379635,0.0008252308],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999441,0.000010381258,0.0000019073027,0.0000098267155,0.000017786655,0.000015993744],"domain_scores_gemma":[0.9998499,0.000051192543,0.000026627275,0.000006902141,0.000041809162,0.000023566126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019324468,0.00016844383,0.00012926362,0.00040750243,0.00018600536,0.00026788606,0.00014942477,0.00029460387,0.0011488523],"category_scores_gemma":[0.00031880487,0.00009786301,0.00006721033,0.00022112041,0.0003190913,0.0003252727,0.00015354643,0.0002740951,0.00016221478],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013075671,0.000016170685,0.0015855513,0.000036407957,0.0000055390356,0.00008798387,0.000027639295,0.00017643852,0.9950276,0.00010809163,0.000076754004,0.0027210996],"study_design_scores_gemma":[0.000014168183,0.00016025644,0.037393346,0.000008597659,0.000021527248,0.00041436747,0.0000980862,0.0077588283,0.95271003,0.00015726656,0.0012496995,0.000013805507],"about_ca_topic_score_codex":0.0022042894,"about_ca_topic_score_gemma":0.0023273826,"teacher_disagreement_score":0.0022042894,"about_ca_system_score_codex":0.00024281439,"about_ca_system_score_gemma":0.00019515335,"threshold_uncertainty_score":0.0043829083},"labels":[],"label_agreement":null},{"id":"W2792958075","doi":"10.2118/187405-pa","title":"Comparison of Peng-Robinson Equation of State With Capillary Pressure Model With Engineering Density-Functional Theory in Describing the Phase Behavior of Confined Hydrocarbons","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; Western Canada Research Grid","keywords":"Thermodynamics; Capillary pressure; Capillary action; Equation of state; Capillary condensation; Kelvin equation; Chemistry; Saturation (graph theory); Density functional theory; Nanopore; Nanoporous; Materials science; Adsorption; Porous medium; Porosity; Physical chemistry; Physics; Computational chemistry; Nanotechnology; Organic chemistry","score_opus":0.0436718948748,"score_gpt":0.25638490274402254,"score_spread":0.21271300786922254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792958075","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34504077,0.0027402202,0.62425596,0.0009810294,0.0002259634,0.00023767144,0.00042268177,0.00027437648,0.025821285],"genre_scores_gemma":[0.9344232,0.0010727141,0.05962955,0.00028073986,0.00010650014,0.0003284677,0.0003325574,0.00010917534,0.003717048],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967575,0.00009792869,0.000022239781,0.000033735978,0.00012146521,0.00004891462],"domain_scores_gemma":[0.9994049,0.00030606438,0.000041600324,0.000056927747,0.00016084238,0.000029652994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077827316,0.00054793764,0.0006807827,0.00070428615,0.0003316648,0.00055404485,0.0015875092,0.0010974982,0.001098987],"category_scores_gemma":[0.0017651039,0.00019085665,0.0008755207,0.00054411625,0.0005678973,0.0015395824,0.00055818725,0.00062150444,0.00022379779],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067135814,0.00010483931,0.0024369967,0.00014660315,0.000039562223,0.0003616575,0.00008475358,0.8183121,0.008766331,0.15783286,0.00076586154,0.011081326],"study_design_scores_gemma":[0.0000028937486,0.0000056110907,0.000100774254,0.0000017137489,0.0000015908797,0.0000104884875,0.0000029527455,0.996983,0.00021895929,0.002570301,0.0000983761,0.0000032570745],"about_ca_topic_score_codex":0.007860826,"about_ca_topic_score_gemma":0.0029935476,"teacher_disagreement_score":0.007860826,"about_ca_system_score_codex":0.0007,"about_ca_system_score_gemma":0.00085083116,"threshold_uncertainty_score":0.015630186},"labels":[],"label_agreement":null},{"id":"W2794231037","doi":"10.2118/189967-pa","title":"Treatment of Rate-Transient Analysis During Boundary-Dominated Flow","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Multiphase flow; Petroleum engineering; Flow (mathematics); Mechanics; Work (physics); Boundary value problem; Transient (computer programming); Fluid dynamics; Boundary (topology); Enhanced oil recovery; Reservoir engineering; Range (aeronautics); Computer science; Geology; Mathematics; Petroleum; Engineering; Mechanical engineering; Mathematical analysis; Physics","score_opus":0.00558794334767199,"score_gpt":0.22408267771714013,"score_spread":0.21849473436946815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794231037","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05835785,0.00012070681,0.93540037,0.000110955734,0.00003787318,0.00006121566,0.00013562466,0.0007822649,0.004993097],"genre_scores_gemma":[0.9258563,0.00017415518,0.06866853,0.00005881895,0.000029356474,0.00017620168,0.00018463172,0.00022734879,0.004624601],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997961,0.000048433638,0.00001056634,0.00003299285,0.00008041189,0.000031421652],"domain_scores_gemma":[0.9994388,0.00029429502,0.00007840944,0.000057657904,0.00010980884,0.000020948493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005520052,0.00041327983,0.00047243296,0.00055412384,0.00028156576,0.00054732565,0.0007592862,0.00062390964,0.001686171],"category_scores_gemma":[0.0014839704,0.00019092436,0.00050415477,0.0002588698,0.00041798904,0.0006302804,0.0004926738,0.00062522426,0.0002542051],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012100617,0.00008041998,0.0032793188,0.00022175083,0.000029711866,0.0007239952,0.0002441808,0.8083691,0.107477956,0.040916383,0.0011912696,0.037344895],"study_design_scores_gemma":[0.0000014308795,0.00000713304,0.00018739949,0.0000045384013,0.0000015687376,0.000017733568,0.0000084569565,0.99343926,0.0045113345,0.0012435671,0.0005742425,0.0000033054937],"about_ca_topic_score_codex":0.002105029,"about_ca_topic_score_gemma":0.0008898591,"teacher_disagreement_score":0.002105029,"about_ca_system_score_codex":0.00050863065,"about_ca_system_score_gemma":0.0006034301,"threshold_uncertainty_score":0.0056408644},"labels":[],"label_agreement":null},{"id":"W2797368637","doi":"10.2118/191318-pa","title":"Performance of Silica Nanoparticles in CO2 Foam for EOR and CCUS at Tough Reservoir Conditions","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Enhanced oil recovery; Brine; Nanoparticle; Nanofluid; Chemical engineering; Materials science; Porous medium; Porosity; Aqueous solution; Chemistry; Nanotechnology; Composite material; Organic chemistry","score_opus":0.008198107213989201,"score_gpt":0.23780527967821063,"score_spread":0.22960717246422144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797368637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99863964,0.0001519775,0.00054415734,0.000012295939,0.000007303259,0.000006914013,0.00010428131,0.00004741151,0.0004860878],"genre_scores_gemma":[0.99854374,0.00007362918,0.0006766937,0.00000808432,0.0000028364561,0.000012281609,0.00010563713,0.000016650902,0.00056046963],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998041,0.00001773559,0.000019106574,0.00005532679,0.000058001224,0.000045741104],"domain_scores_gemma":[0.99975616,0.00006717622,0.000043477623,0.000017263224,0.00008606205,0.00002984912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022428481,0.00032761053,0.00017820248,0.00027218627,0.00018340453,0.00020969647,0.00018029152,0.00029271765,0.0009990766],"category_scores_gemma":[0.00041689907,0.0001468236,0.00022226182,0.00014571856,0.00019775458,0.00028686007,0.00020907397,0.00023507417,0.00021983743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013740787,0.00001596662,0.00026845746,0.00003563744,0.0000051450097,0.000025360468,0.00004017945,0.00022517823,0.9979588,0.000025512201,0.000026679403,0.0012357001],"study_design_scores_gemma":[0.0000026587484,0.00012410188,0.00072725315,0.0000022760878,0.000003977032,0.000010739708,0.000013860003,0.00097091874,0.99798125,0.000004771351,0.0001541871,0.000004086539],"about_ca_topic_score_codex":0.0017336799,"about_ca_topic_score_gemma":0.0022411016,"teacher_disagreement_score":0.0017336799,"about_ca_system_score_codex":0.00027110422,"about_ca_system_score_gemma":0.00011404863,"threshold_uncertainty_score":0.0034471154},"labels":[],"label_agreement":null},{"id":"W2801581697","doi":"10.2118/189994-pa","title":"Shear Dispersion in a Rough-Walled Fracture","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; College of Engineering and Applied Science, University of Wyoming; Alberta Innovates","keywords":"Surface finish; Materials science; Dispersion (optics); Taylor dispersion; Surface roughness; Fracture (geology); Geometry; Mechanics; Shear (geology); Composite material; Optics; Mathematics; Diffusion; Physics; Thermodynamics","score_opus":0.008349606540832258,"score_gpt":0.23229098421317182,"score_spread":0.22394137767233957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801581697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9514846,0.0004653829,0.044655815,0.00004393592,0.000015739588,0.000017044978,0.00009537465,0.000052795305,0.003169297],"genre_scores_gemma":[0.9954828,0.000089005,0.0036568295,0.0000072622806,0.0000029656933,0.000006307787,0.000066004024,0.000006036718,0.0006828231],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999762,0.000015325235,0.000015874095,0.000058223508,0.00011856851,0.000029965035],"domain_scores_gemma":[0.9996997,0.00010182703,0.00007658838,0.000025956842,0.00007818376,0.000017760243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030557578,0.00027698113,0.00036256225,0.0008722725,0.00031572452,0.0005799236,0.00037679175,0.0004720832,0.00083992083],"category_scores_gemma":[0.00087548734,0.00021226145,0.0003687566,0.00033131527,0.0005123968,0.00048295537,0.0004940618,0.0003748442,0.00016287535],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017906092,0.00007519119,0.012823429,0.00016360487,0.00007276537,0.0008024555,0.00031435775,0.5860171,0.35917693,0.019222079,0.0003103054,0.020842751],"study_design_scores_gemma":[0.000017537413,0.0000899282,0.007895066,0.00002577607,0.00002130479,0.00027312842,0.00010170482,0.9343202,0.0479862,0.008190653,0.0010348349,0.000043600096],"about_ca_topic_score_codex":0.0027087617,"about_ca_topic_score_gemma":0.0018716351,"teacher_disagreement_score":0.0027087617,"about_ca_system_score_codex":0.00065209676,"about_ca_system_score_gemma":0.00025477435,"threshold_uncertainty_score":0.0053859353},"labels":[],"label_agreement":null},{"id":"W2805862632","doi":"10.2118/191133-pa","title":"Assessment of the Equivalent Sandbed Roughness and the Interfacial Friction Factor in Hole Cleaning With Water in a Fully Eccentric Horizontal Annulus","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Annulus (botany); Mechanics; Particle image velocimetry; Bed load; Materials science; Surface finish; Surface roughness; Turbulence; Geotechnical engineering; Shape factor; Computational fluid dynamics; Shear velocity; Erosion; Flow (mathematics); Velocimetry; Friction factor; Geology; Reynolds number; Composite material; Sediment transport; Geometry; Sediment; Physics; Mathematics","score_opus":0.008182966843496472,"score_gpt":0.23766410140883748,"score_spread":0.229481134565341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805862632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99882835,0.000049884165,0.0010620861,0.000002158936,0.0000012924648,0.0000027189935,0.0000036604492,0.000005232387,0.000044493827],"genre_scores_gemma":[0.9985631,0.00003273729,0.0012813214,0.0000028609618,9.4376e-7,0.000002721903,0.00001034624,0.0000025944878,0.00010327889],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998103,0.000024080857,0.000011604067,0.00004424546,0.00006817989,0.00004167606],"domain_scores_gemma":[0.99976236,0.000081338396,0.00006240465,0.000029017427,0.0000440322,0.000020895324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034446694,0.0001854774,0.00037753946,0.00017260267,0.00020629657,0.00027759315,0.0001954953,0.00021052785,0.00030077345],"category_scores_gemma":[0.00057915144,0.00012173582,0.00016121712,0.0001047086,0.00031845583,0.00028215724,0.0002457373,0.00015384496,0.000048298545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016712054,0.00003483408,0.004507943,0.000033563054,0.000008050187,0.00009313224,0.00007373222,0.0014836794,0.99007726,0.00003843116,0.000010594232,0.003471658],"study_design_scores_gemma":[0.00003042056,0.0020538804,0.0972276,0.000009778491,0.000049446808,0.00016548816,0.00046951624,0.037499603,0.86163044,0.00009352498,0.00074082735,0.00002960476],"about_ca_topic_score_codex":0.0010351697,"about_ca_topic_score_gemma":0.0011830876,"teacher_disagreement_score":0.0010351697,"about_ca_system_score_codex":0.00016376612,"about_ca_system_score_gemma":0.00010557514,"threshold_uncertainty_score":0.0020582676},"labels":[],"label_agreement":null},{"id":"W2806349122","doi":"10.2118/187356-pa","title":"Interplay Between Permeability Retardation and Capillary Trapping of Rising Carbon Dioxide in Storage Reservoirs","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canada Research Chairs; University of Calgary","keywords":"Capillary action; Capillary pressure; Trapping; Permeability (electromagnetism); Relative permeability; Porous medium; Saturation (graph theory); Chemistry; Mechanics; Carbon dioxide; Materials science; Soil science; Porosity; Geotechnical engineering; Geology; Composite material; Membrane; Physics","score_opus":0.020131553285526238,"score_gpt":0.2943953288361046,"score_spread":0.27426377555057835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806349122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888965,0.00016822206,0.009082822,0.000069034766,0.0000049077576,0.0000073727238,0.00002632776,0.00008317357,0.0016616188],"genre_scores_gemma":[0.99938023,0.000030022917,0.00043083658,0.000002667187,0.000001003547,0.0000029349244,0.0000053005324,0.000003423815,0.00014354612],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99994874,0.0000075173866,0.0000023484847,0.000009794708,0.000011676114,0.000019913079],"domain_scores_gemma":[0.9997683,0.00011634889,0.000046672034,0.000011473372,0.00003610269,0.000021094109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012252518,0.00021129988,0.00021540796,0.00025294552,0.00024946145,0.00041292937,0.00023279001,0.00023580507,0.0005847641],"category_scores_gemma":[0.00054867845,0.00015657081,0.0001234014,0.00017777887,0.0004312408,0.00044892388,0.00028476058,0.0001924039,0.000052992997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032299748,0.0000747319,0.012647076,0.00016450531,0.000027468352,0.0008302698,0.00018632576,0.20903623,0.75838155,0.008068464,0.0002488805,0.010011427],"study_design_scores_gemma":[0.000020664129,0.000121931684,0.011354758,0.000010468117,0.000021629588,0.0001861303,0.0001180882,0.8331046,0.15246053,0.0017423993,0.00082073803,0.00003806127],"about_ca_topic_score_codex":0.0031470798,"about_ca_topic_score_gemma":0.0014666533,"teacher_disagreement_score":0.0031470798,"about_ca_system_score_codex":0.0006367295,"about_ca_system_score_gemma":0.0003828662,"threshold_uncertainty_score":0.0062574744},"labels":[],"label_agreement":null},{"id":"W2808606970","doi":"10.2118/187063-pa","title":"Estimating Ultralow Permeability at Multiple Locations Using Simultaneous-Impulse Tests: A Fit-for-Purpose Pressure-Transient Solution and Its Field Application","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Superposition principle; Permeability (electromagnetism); Impulse (physics); Petroleum engineering; Geology; Software; Computer science; Mechanics; Mathematics; Physics; Chemistry","score_opus":0.01443964380738899,"score_gpt":0.26735814046045303,"score_spread":0.25291849665306404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808606970","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1554851,0.00012619919,0.8395447,0.0002785852,0.00003868866,0.00011560913,0.00016912169,0.0012434827,0.0029986],"genre_scores_gemma":[0.7750211,0.000115085066,0.22267456,0.000064834945,0.000023607472,0.0001351734,0.00019700915,0.00014718734,0.0016213622],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980575,0.000040861876,0.000012388534,0.00004832752,0.0000676539,0.000024963527],"domain_scores_gemma":[0.9993198,0.00038838005,0.000069572736,0.000046469573,0.00013839712,0.00003736144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055419485,0.0007437383,0.0005677706,0.0005864693,0.0003257394,0.0007993215,0.00086668844,0.0017586556,0.0015369436],"category_scores_gemma":[0.002059947,0.00049936795,0.00063505623,0.00048034597,0.00049941364,0.00085551053,0.00080128456,0.0010844206,0.0002069599],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010183128,0.00013719649,0.0035365676,0.00012867502,0.000026151389,0.00038104266,0.00012143604,0.9324883,0.01962049,0.0020014297,0.00053302397,0.04092387],"study_design_scores_gemma":[0.000007437544,0.00001705256,0.0002194016,0.0000027535034,0.000003263956,0.00002230292,0.00001628983,0.997352,0.0018635083,0.00033477362,0.00015570372,0.0000054922293],"about_ca_topic_score_codex":0.0059868987,"about_ca_topic_score_gemma":0.0038459057,"teacher_disagreement_score":0.0059868987,"about_ca_system_score_codex":0.00040992917,"about_ca_system_score_gemma":0.0010478866,"threshold_uncertainty_score":0.01190412},"labels":[],"label_agreement":null},{"id":"W2808857465","doi":"10.2118/191124-pa","title":"Proppant-Conductivity Testing Under Simulated Reservoir Conditions: Impact of Crushing, Embedment, and Diagenesis on Long-Term Production in Shales","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil shale; Compaction; Permeability (electromagnetism); Geology; Hydraulic fracturing; Geotechnical engineering; Coring; Embedment; Hydraulic conductivity; Petroleum engineering; Materials science; Drilling; Metallurgy","score_opus":0.04120647975662039,"score_gpt":0.3167674477823435,"score_spread":0.2755609680257231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808857465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996432,0.000021139034,0.00017192183,0.000003809581,6.425156e-7,0.00000461422,0.000055925244,0.000005655456,0.000093072435],"genre_scores_gemma":[0.9992192,0.000031480613,0.00037137954,0.0000042273236,6.3057996e-7,0.000008330157,0.000099733115,0.0000035510793,0.00026143348],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973994,0.00004029864,0.000024289067,0.000050331666,0.00009713273,0.000048019254],"domain_scores_gemma":[0.99950004,0.0001287948,0.00010302896,0.000040987834,0.00016868337,0.00005836573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039776444,0.00027534604,0.00028374078,0.00020703766,0.00033245242,0.0003106709,0.00030142308,0.0002599462,0.000484801],"category_scores_gemma":[0.0005090769,0.00017044206,0.0002235813,0.00028045045,0.00031514745,0.00032358855,0.00033558407,0.00029640977,0.00010136696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006802526,0.00011444355,0.019450812,0.000060143997,0.00001662996,0.00018148789,0.00029051874,0.0015416633,0.97368693,0.000021334277,0.000030982545,0.0039248858],"study_design_scores_gemma":[0.0000108331515,0.0019772928,0.06905352,0.000008271656,0.00002797275,0.00007876593,0.00042779397,0.0038446106,0.92425984,0.000016956496,0.0002779296,0.000016208372],"about_ca_topic_score_codex":0.009471307,"about_ca_topic_score_gemma":0.016252665,"teacher_disagreement_score":0.009471307,"about_ca_system_score_codex":0.0006763016,"about_ca_system_score_gemma":0.0003302714,"threshold_uncertainty_score":0.018832326},"labels":[],"label_agreement":null},{"id":"W2811491750","doi":"10.2118/187093-pa","title":"An Experimental Study of Nonequilibrium Carbon Dioxide/Oil Interactions","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Cenovus Energy","keywords":"Supercritical carbon dioxide; Petroleum engineering; Supercritical fluid; Carbon dioxide; Phase (matter); Gas oil ratio; Oil well; Materials science; Enhanced oil recovery; Chemistry; Geology; Organic chemistry","score_opus":0.012999092266663653,"score_gpt":0.293302865665075,"score_spread":0.2803037733984114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811491750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928542,0.00017269883,0.0059581697,0.000032324308,0.000014846262,0.000024700847,0.00013573449,0.00007009484,0.0007373892],"genre_scores_gemma":[0.993632,0.00011439675,0.0052700704,0.000033899276,0.000009504381,0.00006619243,0.00016822306,0.000034397337,0.00067135075],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999622,0.000029888122,0.000016445956,0.000104347164,0.00015410778,0.00007321526],"domain_scores_gemma":[0.9994716,0.00018211408,0.000093243376,0.000067820925,0.00013026976,0.00005496199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025724695,0.00029727802,0.00023041817,0.00015420627,0.0003327416,0.00038011657,0.0006108851,0.00034731138,0.00084546494],"category_scores_gemma":[0.00046343272,0.00018350896,0.00013595412,0.00018553648,0.0004667793,0.00035145367,0.0004700179,0.0004082612,0.0001502953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003225239,0.000017042834,0.0002522709,0.00001907315,0.0000026948892,0.00003471288,0.000016487225,0.00020765908,0.9988053,0.00008195256,0.000029481094,0.00050099054],"study_design_scores_gemma":[0.0000056932213,0.0000803434,0.0009588274,9.954597e-7,0.0000021466751,0.000026002665,0.000013816866,0.0023895134,0.9961504,0.000021890384,0.0003448105,0.000005678949],"about_ca_topic_score_codex":0.0019431887,"about_ca_topic_score_gemma":0.001690021,"teacher_disagreement_score":0.0019431887,"about_ca_system_score_codex":0.0004982437,"about_ca_system_score_gemma":0.0003688916,"threshold_uncertainty_score":0.0038636923},"labels":[],"label_agreement":null},{"id":"W2888313984","doi":"10.2118/190321-pa","title":"Can 25-cp Polymer Solution Efficiently Displace 1,600-cp Oil During Polymer Flooding?","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polymer; Relative permeability; Saturation (graph theory); Oil field; Permeability (electromagnetism); Polymer solution; Viscosity; Petroleum engineering; Materials science; Chemistry; Environmental science; Composite material; Geology; Mathematics; Membrane","score_opus":0.005377772165396837,"score_gpt":0.21828165838697963,"score_spread":0.2129038862215828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888313984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977863,0.00021430293,0.001609731,0.000054655553,0.0000034684128,0.000009074602,0.000024018635,0.000023146791,0.00027535597],"genre_scores_gemma":[0.9974195,0.00017976505,0.0017430524,0.000018892426,0.0000026247765,0.000008855875,0.00004283522,0.000012823584,0.0005716229],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998777,0.00001565201,0.0000058412256,0.000020096966,0.0000389892,0.000041722258],"domain_scores_gemma":[0.999828,0.000060459566,0.00004493843,0.000011203859,0.00003771337,0.00001778459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026818505,0.00015866087,0.00019616357,0.00009081106,0.00014182457,0.000240151,0.00027019694,0.00021437265,0.0007687074],"category_scores_gemma":[0.00052249845,0.00010958672,0.00011372696,0.000087117594,0.00026511878,0.00053515297,0.00015571472,0.0002902292,0.00015267354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009226393,0.000009634314,0.00093115395,0.000043119977,0.0000041606786,0.000041155967,0.00005116704,0.00020188188,0.9957852,0.000025830112,0.000024340005,0.0027901165],"study_design_scores_gemma":[0.0000042378406,0.00028443514,0.0040554567,0.000004464541,0.000007987243,0.000053234457,0.00010739502,0.0010858685,0.99349,0.000024413917,0.00087651634,0.0000061277187],"about_ca_topic_score_codex":0.0030430907,"about_ca_topic_score_gemma":0.004987253,"teacher_disagreement_score":0.0030430907,"about_ca_system_score_codex":0.0003008337,"about_ca_system_score_gemma":0.0002220322,"threshold_uncertainty_score":0.0060507655},"labels":[],"label_agreement":null},{"id":"W2894219193","doi":"10.2118/184535-pa","title":"Automatic Optimization of Oilfield-Scale-Inhibitor Squeeze Treatments Delivered by Diving-Support Vessel","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Brine; Produced water; Nucleation; Petroleum engineering; Flow assurance; Chemistry; Environmental science; Chemical engineering; Geology; Engineering","score_opus":0.00944644665847105,"score_gpt":0.24574071098559444,"score_spread":0.2362942643271234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894219193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93453574,0.0012833987,0.05603389,0.00017802234,0.00016063495,0.00023963039,0.00071616267,0.0018184637,0.0050339103],"genre_scores_gemma":[0.9729024,0.00041287564,0.022752713,0.000049935876,0.000013053288,0.00012637084,0.00056079205,0.00018695218,0.0029948298],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997758,0.000013516435,0.000012472864,0.000054966345,0.00010453864,0.000038631853],"domain_scores_gemma":[0.99981743,0.00003836156,0.00003521443,0.000016286302,0.00006113171,0.00003167173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003130674,0.0006158844,0.0004189622,0.00033373374,0.0002489378,0.00061021995,0.00061891275,0.00035003174,0.0032448575],"category_scores_gemma":[0.0005798648,0.00022052498,0.00034577315,0.000255566,0.00016051214,0.0003771274,0.0003574365,0.000482297,0.0009423008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004834365,0.00025895104,0.001226611,0.00029303288,0.00002211674,0.00009111249,0.000057931906,0.01108026,0.9540498,0.0002396793,0.0010703197,0.031126775],"study_design_scores_gemma":[0.00007557034,0.001370291,0.0068672276,0.000018915733,0.00006746082,0.000060290793,0.00007065742,0.07626762,0.90394044,0.000089291156,0.0111295935,0.00004264702],"about_ca_topic_score_codex":0.0014952694,"about_ca_topic_score_gemma":0.0022975106,"teacher_disagreement_score":0.0032448575,"about_ca_system_score_codex":0.00038570253,"about_ca_system_score_gemma":0.0003477739,"threshold_uncertainty_score":0.010855079},"labels":[],"label_agreement":null},{"id":"W2894743489","doi":"10.2118/183894-pa","title":"Water Ion Interactions at Crude-Oil/Water Interface and Their Implications for Smart Waterflooding in Carbonates","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Surface tension; Enhanced oil recovery; Coalescence (physics); Capillary action; Petroleum engineering; Brine; Chemical engineering; Materials science; Chemistry; Geology; Composite material; Organic chemistry; Thermodynamics","score_opus":0.014155337186596579,"score_gpt":0.2649973513984291,"score_spread":0.25084201421183255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894743489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99692315,0.0008662317,0.001291525,0.000068995854,0.000007836615,0.000009301223,0.00009329157,0.000019026154,0.00072059454],"genre_scores_gemma":[0.99811965,0.00042531572,0.000978661,0.00002295992,0.0000024597928,0.0000062017657,0.000058411435,0.000005738234,0.00038053514],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998758,0.000010447309,0.000008093298,0.0000302876,0.0000414526,0.000033829336],"domain_scores_gemma":[0.99991345,0.000015163845,0.00003194473,0.0000035242185,0.000024407349,0.000011528159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017067642,0.00028432705,0.00017571442,0.00022779121,0.00022038835,0.0002927051,0.00023331866,0.00025041585,0.00073380326],"category_scores_gemma":[0.00021147302,0.00013174856,0.00019078226,0.00017838216,0.00026980616,0.00053025375,0.00031414043,0.00029789994,0.00009159264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009986763,0.000016347423,0.0030709854,0.00013851927,0.000010526795,0.00012960662,0.00007046194,0.00039084963,0.9937164,0.0001959138,0.000041260162,0.0021192548],"study_design_scores_gemma":[0.000012330744,0.0001885271,0.014199904,0.000014087417,0.000023974519,0.00010619455,0.00027805587,0.006982881,0.9766212,0.00018224031,0.0013710101,0.000019575178],"about_ca_topic_score_codex":0.003386647,"about_ca_topic_score_gemma":0.003263135,"teacher_disagreement_score":0.003386647,"about_ca_system_score_codex":0.00025290766,"about_ca_system_score_gemma":0.00019401123,"threshold_uncertainty_score":0.0067338943},"labels":[],"label_agreement":null},{"id":"W2895621436","doi":"10.2118/170965-pa","title":"Productivity-Maximized Horizontal-Well Design With Multiple Acute-Angle Transverse Fractures","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Geology; Fracture (geology); Directional drilling; Perpendicular; Geometry; Transverse plane; Classification of discontinuities; Hydraulic fracturing; Drilling; Geotechnical engineering; Mechanics; Materials science; Mathematics; Structural engineering; Engineering; Physics","score_opus":0.00842794799687487,"score_gpt":0.2168638969795158,"score_spread":0.20843594898264092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895621436","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16701113,0.00024879366,0.81717515,0.00008398567,0.00004306661,0.00015828756,0.0002925632,0.00066045864,0.014326564],"genre_scores_gemma":[0.88399,0.00008186898,0.11321311,0.000017573488,0.0000071856307,0.00010671793,0.00013094883,0.000052314463,0.0024003775],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996476,0.000047565034,0.00003268701,0.00008492607,0.00009746122,0.00008979473],"domain_scores_gemma":[0.99958163,0.00005042929,0.000117750955,0.000051508192,0.00013929393,0.000059421815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040259882,0.0006147426,0.00054660434,0.000557909,0.00025583294,0.0007947357,0.0009429434,0.00042005672,0.0025535563],"category_scores_gemma":[0.0006113441,0.0003158275,0.0004244996,0.00033255894,0.00033099513,0.00051353045,0.0006853492,0.0002823817,0.00045735147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037978266,0.00020185982,0.0042276783,0.0002511537,0.000060970015,0.00032340348,0.00006113298,0.77648205,0.08866977,0.01420251,0.0016513276,0.11348834],"study_design_scores_gemma":[0.00006396796,0.00071918266,0.002291408,0.000028850334,0.000054711512,0.00022648611,0.00006576298,0.95832896,0.027164984,0.0054497803,0.00557011,0.000035773402],"about_ca_topic_score_codex":0.0012962784,"about_ca_topic_score_gemma":0.0023042457,"teacher_disagreement_score":0.0025535563,"about_ca_system_score_codex":0.00071584235,"about_ca_system_score_gemma":0.00083100307,"threshold_uncertainty_score":0.008542478},"labels":[],"label_agreement":null},{"id":"W2896004418","doi":"10.2118/187255-pa","title":"Settling Velocity of Particles in Viscoelastic Fluids: A Comparison of the Shear-Viscosity and Elasticity Effects","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Settling; Viscoelasticity; Rheology; Shear thinning; Elasticity (physics); Materials science; Mechanics; Shear (geology); Viscosity; Thermodynamics; Chemistry; Composite material; Physics","score_opus":0.007580780784010064,"score_gpt":0.22639106002756615,"score_spread":0.2188102792435561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896004418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903922,0.0011298789,0.007700367,0.000022335575,0.000023067427,0.000017438297,0.000047845206,0.00003945444,0.00062753033],"genre_scores_gemma":[0.9940281,0.00043953912,0.004719629,0.000015664187,0.0000083456325,0.0000128538595,0.00011989087,0.000016046177,0.0006400397],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99971944,0.000042459345,0.000032680382,0.000046886827,0.00013015812,0.000028434368],"domain_scores_gemma":[0.99905163,0.0003749097,0.00023154858,0.00004262168,0.0002518806,0.000047429352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005830898,0.00032801903,0.0002697627,0.0007060344,0.00015077357,0.00042137018,0.00020982447,0.0002719899,0.0006312675],"category_scores_gemma":[0.001184157,0.00015435572,0.00037654597,0.00039385032,0.00021760001,0.00049742183,0.00023485151,0.00045278584,0.00017027603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017875854,0.0000369108,0.0042212736,0.00009103488,0.000017595921,0.0000632686,0.000102332284,0.00091922114,0.9834381,0.00016381904,0.00003203204,0.010735695],"study_design_scores_gemma":[0.000010764185,0.00036560453,0.013893872,0.0000127672165,0.00003339008,0.00008459206,0.00007943439,0.0088445,0.97584367,0.000084387,0.0007288569,0.00001810855],"about_ca_topic_score_codex":0.0007814498,"about_ca_topic_score_gemma":0.00055144937,"teacher_disagreement_score":0.0007814498,"about_ca_system_score_codex":0.00025999994,"about_ca_system_score_gemma":0.00020286177,"threshold_uncertainty_score":0.0030836463},"labels":[],"label_agreement":null},{"id":"W2896509274","doi":"10.2118/182611-pa","title":"Dynamic Steam-Trap-Control Simulation Technique: Formulation, Implementation, and Performance Analysis","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Trap (plumbing); Petroleum engineering; Wellbore; Inflow; Computer simulation; Steam injection; Residual; Process (computing); Environmental science; Engineering; Mechanics; Computer science; Simulation; Environmental engineering","score_opus":0.008655184976734329,"score_gpt":0.3093251418026325,"score_spread":0.30066995682589814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896509274","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07433943,0.00020749678,0.8970173,0.00023854662,0.000060220347,0.0002936013,0.0006023204,0.0019687572,0.025272323],"genre_scores_gemma":[0.7218063,0.0002794363,0.26945063,0.00007364336,0.000034321954,0.0007202511,0.000622572,0.00034395483,0.0066688773],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983704,0.00004047712,0.000009829769,0.000021011152,0.00006707161,0.000024594972],"domain_scores_gemma":[0.9996112,0.00015782219,0.000036706013,0.000032125594,0.00014666074,0.00001552346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041377736,0.0006097706,0.00054348493,0.00036517237,0.00032985825,0.00057265215,0.0011491473,0.00069683074,0.0047044302],"category_scores_gemma":[0.00086194224,0.00027376576,0.00041751194,0.00038278132,0.00030539406,0.00037181727,0.0005568646,0.00070949085,0.0005010233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048414364,0.00005345751,0.00057632814,0.000078059325,0.000015338783,0.00005056074,0.000030808842,0.97573346,0.0043548066,0.005963955,0.00068284804,0.012411945],"study_design_scores_gemma":[0.0000035274247,0.0000068000095,0.000035648027,0.0000018666315,0.0000012123593,0.0000029177497,0.0000021538178,0.99888366,0.0005411706,0.0001554229,0.00036424273,0.0000013448035],"about_ca_topic_score_codex":0.010891787,"about_ca_topic_score_gemma":0.0057874606,"teacher_disagreement_score":0.010891787,"about_ca_system_score_codex":0.0005751331,"about_ca_system_score_gemma":0.0008777242,"threshold_uncertainty_score":0.021656811},"labels":[],"label_agreement":null},{"id":"W2896517065","doi":"10.2118/191355-pa","title":"On Subcool Control in the SAGD Producers—Part III: Efficiency of Subcool Trapping in the Nsolv Process","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Steam injection; Butane; Petroleum engineering; Asphalt; Viscosity; Enhanced oil recovery; Solvent; Environmental science; Oil field; Chemistry; Process engineering; Materials science; Organic chemistry; Geology; Engineering","score_opus":0.008713708173070042,"score_gpt":0.24725350760574394,"score_spread":0.2385397994326739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896517065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955167,0.00038737513,0.0024213926,0.000046694753,0.000005799931,0.000027998381,0.000086369815,0.000042395277,0.001465241],"genre_scores_gemma":[0.9978022,0.00012578383,0.0012117706,0.00000742275,0.0000015563871,0.000008209428,0.00008675918,0.000012319182,0.0007440213],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992594,0.00009913865,0.000043728156,0.0001062773,0.00033871835,0.00015273254],"domain_scores_gemma":[0.9994918,0.00013520695,0.0000906414,0.000043550106,0.00019576581,0.000042988337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011470203,0.00024372686,0.00046480435,0.0005483193,0.0005591209,0.001214675,0.0005928831,0.0002909087,0.0011410585],"category_scores_gemma":[0.00076565845,0.00013642748,0.0003688791,0.00044571204,0.00042385785,0.00065277395,0.00069863844,0.00040065616,0.00022660392],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002063843,0.0005240402,0.035357732,0.0003405898,0.000041938507,0.00026453778,0.00038835435,0.015709927,0.8706013,0.0010490399,0.0005148602,0.07314395],"study_design_scores_gemma":[0.000029913004,0.0009251451,0.014627234,0.000013415434,0.000025124427,0.000046197456,0.00030771515,0.030802911,0.9502039,0.00015684927,0.0028369143,0.000024637231],"about_ca_topic_score_codex":0.012646556,"about_ca_topic_score_gemma":0.0096460115,"teacher_disagreement_score":0.012646556,"about_ca_system_score_codex":0.0022793652,"about_ca_system_score_gemma":0.00068842864,"threshold_uncertainty_score":0.025145888},"labels":[],"label_agreement":null},{"id":"W2896606762","doi":"10.2118/188653-pa","title":"Dynamic Error Analysis of Measurement While Drilling Using Variable Geomagnetic In-Field Referencing","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Korea Agency for Infrastructure Technology Advancement","keywords":"Earth's magnetic field; Measurement while drilling; Magnetometer; Borehole; Geology; Magnetic field; Directional drilling; Geodesy; Variable (mathematics); Drilling; Computer science; Geophysics; Mathematics; Engineering; Physics; Mechanical engineering; Mathematical analysis; Geotechnical engineering","score_opus":0.052632737035892226,"score_gpt":0.27855797441960584,"score_spread":0.22592523738371362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896606762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57765365,0.00013930288,0.41984144,0.000064693566,0.000032363772,0.00002728374,0.00015400362,0.00052060635,0.0015666002],"genre_scores_gemma":[0.94400877,0.00003404786,0.055198293,0.0000074165328,0.0000048857455,0.000017164839,0.00015943284,0.000048225633,0.00052177947],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989405,0.00023580973,0.000062956125,0.00019931543,0.00049970695,0.000061672596],"domain_scores_gemma":[0.9969524,0.0012787144,0.00040177483,0.0003297269,0.0010031511,0.00003408243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015200357,0.00046705946,0.00043162677,0.0008590602,0.0002737162,0.0005332949,0.00064590713,0.0003349239,0.0005216654],"category_scores_gemma":[0.004696885,0.00016685264,0.00030726462,0.0008788681,0.00028998218,0.0004582107,0.00047698352,0.00033476047,0.000102264734],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004252015,0.00009235835,0.021007087,0.00013866866,0.00010551328,0.00013800139,0.00018307773,0.8293262,0.023180287,0.0029285452,0.0003901708,0.12208497],"study_design_scores_gemma":[0.000004036247,0.000042990483,0.005195332,0.0000052597616,0.000009578743,0.000022088994,0.000017838742,0.9859823,0.008122133,0.0002177637,0.00036798458,0.00001274673],"about_ca_topic_score_codex":0.012264041,"about_ca_topic_score_gemma":0.006651095,"teacher_disagreement_score":0.012264041,"about_ca_system_score_codex":0.00058182876,"about_ca_system_score_gemma":0.0005713094,"threshold_uncertainty_score":0.024385333},"labels":[],"label_agreement":null},{"id":"W2897845769","doi":"10.2118/179826-pa","title":"Nanoparticles as Foam Stabilizer for Steam-Foam Process","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canada Research Chairs; Innotech Alberta; Alberta Innovates - Technology Futures","keywords":"Pulmonary surfactant; Materials science; Nanoparticle; Foaming agent; Chemical engineering; Enhanced oil recovery; Stabilizer (aeronautics); Brine; Adsorption; Thermal stability; Dynamic light scattering; Volume (thermodynamics); Composite material; Nanotechnology; Chemistry; Porosity; Organic chemistry","score_opus":0.010290670113582184,"score_gpt":0.2835590596327039,"score_spread":0.2732683895191217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897845769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97242355,0.003648087,0.020150706,0.00017714492,0.00009079694,0.000050250685,0.00012269603,0.0002601357,0.0030767177],"genre_scores_gemma":[0.9888061,0.00068152824,0.008997654,0.000049724174,0.000013127695,0.000025159532,0.0001183755,0.000020476082,0.0012879345],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985194,0.0000275465,0.000013150281,0.000037595197,0.00004939063,0.000020446996],"domain_scores_gemma":[0.99990916,0.000022015856,0.000016033244,0.0000054831185,0.00003617533,0.000011063028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018253362,0.0002793286,0.00022001337,0.00024623354,0.00013294365,0.00016457557,0.00015133242,0.00030278284,0.00055900373],"category_scores_gemma":[0.00020005467,0.00012313317,0.00031152836,0.00008439636,0.00013900995,0.00023670204,0.0002068098,0.00029588264,0.00024706958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029755758,0.000009854759,0.00011346193,0.0000672209,0.00000549139,0.00003131367,0.000010658227,0.00014361463,0.9967204,0.000070676695,0.000060245788,0.0027373875],"study_design_scores_gemma":[0.0000026564876,0.000079975885,0.00017309851,0.000004401976,0.000008767927,0.000030168236,0.0000043123287,0.0010281404,0.9976368,0.000016628148,0.0010126487,0.0000023408413],"about_ca_topic_score_codex":0.00059331383,"about_ca_topic_score_gemma":0.00097591424,"teacher_disagreement_score":0.00059331383,"about_ca_system_score_codex":0.00023138443,"about_ca_system_score_gemma":0.00015081168,"threshold_uncertainty_score":0.0018700361},"labels":[],"label_agreement":null},{"id":"W2898032852","doi":"10.2118/187259-pa","title":"An Experimental and Modeling Study of Carbon Dioxide/Bitumen and C4/Bitumen Phase Behavior at Elevated Temperatures Using Cold Lake Bitumen","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Cenovus Energy","keywords":"Asphalt; Solubility; Asphaltene; Steam-assisted gravity drainage; Solvent; Thermodynamics; Phase (matter); Carbon dioxide; Oil sands; Equation of state; Chemistry; Petroleum engineering; Materials science; Mineralogy; Geology; Organic chemistry; Composite material","score_opus":0.02210060825401012,"score_gpt":0.2969838144898407,"score_spread":0.27488320623583057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898032852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997664,0.00006644029,0.0014223333,0.00000917852,0.00000201144,0.000013298402,0.00015488738,0.000022650185,0.00064524036],"genre_scores_gemma":[0.998212,0.000068625064,0.0011647829,0.0000023164737,8.559836e-7,0.000014763823,0.000106274594,0.000005939681,0.00042448242],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998499,0.0000103700895,0.000008507723,0.000028711349,0.00007902775,0.000023528151],"domain_scores_gemma":[0.9998099,0.00005704382,0.00003610698,0.00002364758,0.00006333867,0.00000996814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020313641,0.00030478934,0.0002469344,0.00030669538,0.0003647039,0.00018720886,0.00036844506,0.0002577276,0.001210416],"category_scores_gemma":[0.00025627212,0.00014787131,0.00021378398,0.00039228666,0.0002630291,0.00028193917,0.00018667981,0.00026212685,0.00018123172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019963048,0.00006367947,0.0033575757,0.00009980539,0.0000065805057,0.00013790479,0.000079286816,0.018335342,0.97435975,0.00023521164,0.000053971646,0.003071203],"study_design_scores_gemma":[0.000009434766,0.00020780155,0.004644531,0.000003525723,0.000008642361,0.00003100647,0.00005341526,0.058428008,0.9360244,0.000039631494,0.00053948787,0.000010051833],"about_ca_topic_score_codex":0.007875879,"about_ca_topic_score_gemma":0.008251915,"teacher_disagreement_score":0.007875879,"about_ca_system_score_codex":0.0006318749,"about_ca_system_score_gemma":0.00030035738,"threshold_uncertainty_score":0.015660107},"labels":[],"label_agreement":null},{"id":"W2903305266","doi":"10.2118/184988-pa","title":"Phase Behavior of Heavy-Oil/Propane Mixtures","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Propane; Phase diagram; Phase (matter); Ternary operation; Thermodynamics; Volume (thermodynamics); Asphalt; Yield (engineering); Analytical Chemistry (journal); Chemistry; Phase boundary; Materials science; Chromatography; Organic chemistry; Composite material","score_opus":0.015977909207536146,"score_gpt":0.3048545852737131,"score_spread":0.28887667606617695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903305266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935134,0.000595039,0.0028434217,0.000028411852,0.00000817734,0.000030560204,0.00058867276,0.00012719983,0.0022651602],"genre_scores_gemma":[0.9953127,0.00027472732,0.0021226224,0.000021601909,0.0000056912663,0.000041626103,0.000648663,0.000058947597,0.0015133943],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998093,0.000021051404,0.000010389317,0.00004254938,0.00008292282,0.000033811222],"domain_scores_gemma":[0.99984765,0.000038550123,0.000029825074,0.000007937489,0.00005437383,0.000021689122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012862719,0.00028475377,0.00018831794,0.00088131597,0.00023990498,0.00023686413,0.00021455465,0.00019070803,0.0019933954],"category_scores_gemma":[0.00029940731,0.000172551,0.00013053397,0.00049272005,0.000186189,0.00032012275,0.0002038485,0.0003219002,0.00039208215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002132155,0.000012086463,0.0013033546,0.000036784953,0.0000063953885,0.00007197969,0.00004200208,0.00026254985,0.9956369,0.00007162184,0.000030893225,0.0023123242],"study_design_scores_gemma":[0.000007717162,0.00008568314,0.0041432064,0.0000058571723,0.0000056915214,0.00006271816,0.000031044754,0.0019358271,0.9929454,0.000041312727,0.00073068665,0.000004861498],"about_ca_topic_score_codex":0.0011599765,"about_ca_topic_score_gemma":0.0010835769,"teacher_disagreement_score":0.0019933954,"about_ca_system_score_codex":0.0002509955,"about_ca_system_score_gemma":0.00018399148,"threshold_uncertainty_score":0.0066685677},"labels":[],"label_agreement":null},{"id":"W2907144129","doi":"10.2118/194016-pa","title":"Approximate Physics-Discrete Simulation of the Steam-Chamber Evolution in Steam-Assisted Gravity Drainage","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Steam-assisted gravity drainage; Petroleum engineering; Steam injection; Caprock; Porous medium; Oil sands; Thermal; Engineering; Asphalt; Environmental science; Porosity; Geotechnical engineering; Materials science; Physics; Thermodynamics","score_opus":0.018862440693592088,"score_gpt":0.28481839906400913,"score_spread":0.265955958370417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907144129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69739485,0.00012374137,0.2852111,0.0004795819,0.00006436512,0.00010162528,0.00049727625,0.0004529903,0.015674496],"genre_scores_gemma":[0.9849701,0.000039494025,0.013343246,0.00003645289,0.000005665078,0.000051473045,0.00013592026,0.000027107191,0.0013905411],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998839,0.00003920279,0.00000551761,0.000014636024,0.000031616168,0.000025140993],"domain_scores_gemma":[0.9993975,0.00040600813,0.000050784594,0.00003095327,0.00006491467,0.000049886752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003229244,0.00027773742,0.00040821315,0.00038951865,0.00032886257,0.0006316102,0.00064014614,0.00089411164,0.0014389511],"category_scores_gemma":[0.0014155875,0.00025979205,0.000432065,0.00036190974,0.0007103954,0.0004187851,0.00058083306,0.00041740687,0.000105404244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000116953015,0.000009072931,0.00043997559,0.0000043077785,0.0000030129431,0.000013977248,0.000008988554,0.9973181,0.00025341034,0.001406771,0.000036761914,0.00049399596],"study_design_scores_gemma":[0.0000032525325,0.0000024131498,0.00004070851,4.4300103e-7,5.913407e-7,0.0000010332529,0.0000024389446,0.9996113,0.00005311057,0.00024461147,0.000039315335,7.632525e-7],"about_ca_topic_score_codex":0.01710769,"about_ca_topic_score_gemma":0.008608619,"teacher_disagreement_score":0.01710769,"about_ca_system_score_codex":0.00082527014,"about_ca_system_score_gemma":0.0009170945,"threshold_uncertainty_score":0.03401625},"labels":[],"label_agreement":null},{"id":"W2907381012","doi":"10.2118/190309-pa","title":"Theoretical Investigation of the Transition From Spontaneous to Forced Imbibition","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"College of Engineering, Texas A and M University; Energi Simulation; Texas A and M University","keywords":"Imbibition; Mechanics; Dimensionless quantity; Capillary action; Capillary pressure; Compressibility; Saturation (graph theory); Flow (mathematics); Porous medium; Physics; Thermodynamics; Geology; Mathematics; Geotechnical engineering; Porosity","score_opus":0.0044067275525972146,"score_gpt":0.1935053531097204,"score_spread":0.18909862555712317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907381012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54963666,0.0007300616,0.36452624,0.0009896506,0.00008262889,0.000107329906,0.00019160203,0.00028105784,0.0834548],"genre_scores_gemma":[0.9896958,0.00014032847,0.0064483876,0.000035137666,0.000017316497,0.000061527244,0.000025952982,0.000027078093,0.003548484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998827,0.000029604822,0.0000038919834,0.000014882321,0.000041547875,0.000027226826],"domain_scores_gemma":[0.9996184,0.00021570678,0.000047088837,0.000036974026,0.000054145297,0.00002776896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036096305,0.00021685108,0.00029714286,0.0005922421,0.0005451335,0.00062184694,0.000918808,0.00063704915,0.0034802742],"category_scores_gemma":[0.0013373303,0.00022114295,0.00049115106,0.0001972044,0.0011646238,0.0009872791,0.0009094488,0.00046606196,0.00023621216],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005725448,0.0000660029,0.0013653315,0.00011927933,0.00001822097,0.00028962136,0.00028662183,0.38966817,0.013413114,0.58625215,0.0008392769,0.007625047],"study_design_scores_gemma":[0.0000035299124,0.0000103600205,0.00024078779,0.000003993877,0.0000019804602,0.000021891998,0.000020880527,0.9707188,0.00058288296,0.027974024,0.0004166205,0.0000043894206],"about_ca_topic_score_codex":0.0019886682,"about_ca_topic_score_gemma":0.0008631122,"teacher_disagreement_score":0.0034802742,"about_ca_system_score_codex":0.0008116354,"about_ca_system_score_gemma":0.000649307,"threshold_uncertainty_score":0.0116426945},"labels":[],"label_agreement":null},{"id":"W2908449294","doi":"10.2118/194189-pa","title":"Pressure-Transient Behavior of Partially Penetrating Inclined Fractures With a Finite Conductivity","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Regina","keywords":"Mechanics; Flow (mathematics); Fracture (geology); Hele-Shaw flow; Geology; Inclined plane; Geotechnical engineering; Fluid dynamics; Materials science; Open-channel flow; Physics","score_opus":0.011727769668459443,"score_gpt":0.256292477659305,"score_spread":0.24456470799084556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908449294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760671,0.000045399767,0.02198104,0.0000653579,0.00000509229,0.000009022525,0.000055064273,0.00014111558,0.0016307315],"genre_scores_gemma":[0.99906594,0.000011330354,0.00069934723,0.000003798818,7.9414065e-7,0.0000040067494,0.000013297179,0.000003164773,0.00019834528],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999001,0.000014678995,0.0000052354794,0.000017572127,0.000032309425,0.000030053205],"domain_scores_gemma":[0.9997291,0.00011169876,0.000060375056,0.000029184028,0.000040685598,0.00002892203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016773524,0.00022876325,0.00027092334,0.000350721,0.00033752286,0.00042839278,0.00044530607,0.0006166841,0.00072859635],"category_scores_gemma":[0.00074976217,0.00016905398,0.00030691328,0.00023235848,0.0008769897,0.00049898133,0.00030084373,0.00042678582,0.00006400554],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012538121,0.00010812855,0.010302901,0.00003740927,0.000021196147,0.00066568604,0.00017319016,0.9072938,0.07038777,0.004634876,0.00020413524,0.0060456516],"study_design_scores_gemma":[0.0000046647833,0.000039288323,0.0018144896,0.0000038272965,0.0000037543116,0.000049310147,0.000041364496,0.99178153,0.0057177763,0.00047507155,0.000060277067,0.000008541568],"about_ca_topic_score_codex":0.005306859,"about_ca_topic_score_gemma":0.0017280978,"teacher_disagreement_score":0.005306859,"about_ca_system_score_codex":0.0005966722,"about_ca_system_score_gemma":0.00041009978,"threshold_uncertainty_score":0.010551989},"labels":[],"label_agreement":null},{"id":"W2908606190","doi":"10.2118/190068-pa","title":"Novel Observations of Salinity Transport in Low-Salinity Waterflooding","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministerio de Sanidad, Consumo y Bienestar Social; Energi Simulation; Heriot-Watt University","keywords":"Salinity; Advection; Dispersion (optics); Geology; Environmental science; Soil science; Mechanics; Thermodynamics; Oceanography; Physics","score_opus":0.02615405234206635,"score_gpt":0.24653527001428793,"score_spread":0.22038121767222157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908606190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965634,0.00003375098,0.0022361192,0.0000685035,0.000009329638,0.0000079849415,0.000106047984,0.00013071399,0.00084421854],"genre_scores_gemma":[0.9988287,0.000013787573,0.00093134266,0.000010557264,0.0000022886818,0.0000031524676,0.000065628454,0.0000069620323,0.00013764839],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994016,0.0000057963193,0.0000043290543,0.000015405461,0.000016390008,0.000017964252],"domain_scores_gemma":[0.99980944,0.000033800072,0.000043432858,0.000019338391,0.0000480746,0.000046015593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001420101,0.000183464,0.0002486823,0.00037449168,0.00033450907,0.00046393037,0.0005198945,0.00054489245,0.0009341211],"category_scores_gemma":[0.00054151536,0.00017306575,0.00024492468,0.00030827575,0.000549013,0.00044636198,0.00054172834,0.0007756441,0.00014081539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057214545,0.00037613182,0.16409793,0.00011906944,0.00006380242,0.0016090112,0.00079416914,0.03959868,0.77631456,0.0027271959,0.0008575645,0.01286985],"study_design_scores_gemma":[0.00020465942,0.0004413562,0.20935038,0.000048282884,0.000058824717,0.00042892748,0.0005663906,0.6264864,0.15692826,0.002663551,0.0026976545,0.00012528106],"about_ca_topic_score_codex":0.0041757394,"about_ca_topic_score_gemma":0.0026748765,"teacher_disagreement_score":0.0041757394,"about_ca_system_score_codex":0.0004613894,"about_ca_system_score_gemma":0.0002571567,"threshold_uncertainty_score":0.008302867},"labels":[],"label_agreement":null},{"id":"W2910422357","doi":"10.2118/182725-pa","title":"<i>K</i>-Values-Based Upscaling of Compositional Simulation","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"Abu Dhabi National Oil Company","keywords":"Non-equilibrium thermodynamics; Statistical physics; Reservoir simulation; Multiphase flow; Relative permeability; Flow (mathematics); Nonlinear system; Compressibility; Two-phase flow; Phase (matter); Mechanics; Physics; Thermodynamics; Geology; Geotechnical engineering","score_opus":0.014651581270785339,"score_gpt":0.27615027775211703,"score_spread":0.26149869648133167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910422357","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15591994,0.00023964325,0.82018363,0.0005471335,0.00031659557,0.00025182485,0.0003688695,0.0042288015,0.017943492],"genre_scores_gemma":[0.6812765,0.00010839297,0.3161659,0.000120008,0.000029717323,0.0001945362,0.00026599813,0.00044034395,0.0013985278],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99976736,0.000057675872,0.000021185315,0.000037532838,0.00008320197,0.00003307987],"domain_scores_gemma":[0.99934286,0.0001908841,0.00006596803,0.00019157401,0.00017067778,0.00003797239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064910844,0.00067436986,0.0004588226,0.0005183682,0.0004874857,0.0007737269,0.0012468101,0.0006313448,0.0026916876],"category_scores_gemma":[0.0025365732,0.0002530386,0.00047678075,0.00037013847,0.0005787031,0.0008360365,0.0011161944,0.00091221166,0.000422881],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009482588,0.00014003801,0.0020417564,0.00007814095,0.000030169376,0.00010353504,0.000098223485,0.9031031,0.024968633,0.021204693,0.0016291509,0.04650777],"study_design_scores_gemma":[0.000004686987,0.0000042765946,0.00007243369,0.0000030652793,0.0000013273742,0.0000034419356,0.0000031325374,0.99656206,0.0021193495,0.0008240888,0.00039732293,0.000004728886],"about_ca_topic_score_codex":0.00701713,"about_ca_topic_score_gemma":0.0047039585,"teacher_disagreement_score":0.00701713,"about_ca_system_score_codex":0.001106761,"about_ca_system_score_gemma":0.00089665945,"threshold_uncertainty_score":0.013952553},"labels":[],"label_agreement":null},{"id":"W2911879762","doi":"10.2118/191376-pa","title":"Wormhole Formation During Acidizing of Calcite-Cemented Fractures in Gas-Bearing Shales","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Panstwowy Instytut Geologiczny-Panstwowy Instytut Badawczy","keywords":"Calcite; Oil shale; Carbonate; Geology; Wormhole; Permeability (electromagnetism); Merge (version control); Fracture (geology); Petroleum engineering; Mineralogy; Geotechnical engineering; Materials science; Chemistry","score_opus":0.005553656828871878,"score_gpt":0.22223095940907273,"score_spread":0.21667730258020085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911879762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991841,0.000023719302,0.00062961446,0.0000032626344,8.551176e-7,0.0000025816084,0.000017024844,0.000013248862,0.00012571298],"genre_scores_gemma":[0.9994956,0.000012942792,0.00035625175,9.1760757e-7,3.1205823e-7,0.0000017123232,0.000016006741,0.0000021762492,0.00011406804],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999609,0.0000033993065,0.0000022625916,0.000008096248,0.00000969729,0.000015712809],"domain_scores_gemma":[0.99989617,0.000033830092,0.000029160914,0.000008754842,0.000013896955,0.000018107095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001085934,0.00012426564,0.00013618325,0.0002732961,0.00014966862,0.0002200698,0.0002184036,0.00021256223,0.0009082058],"category_scores_gemma":[0.00027228854,0.00014061507,0.00014175197,0.00009766743,0.00026008848,0.00019214577,0.0001875977,0.00012475373,0.00005388155],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029665272,0.00007026151,0.016926864,0.00008967218,0.000029755216,0.0007867584,0.00027436914,0.044232864,0.92949575,0.0013283761,0.00007770723,0.0063908985],"study_design_scores_gemma":[0.000049033442,0.00051787635,0.11080729,0.000019903755,0.000030109084,0.00054240564,0.00047149765,0.31611553,0.5693581,0.0012608934,0.00077444833,0.00005296079],"about_ca_topic_score_codex":0.0019365794,"about_ca_topic_score_gemma":0.0023588424,"teacher_disagreement_score":0.0019365794,"about_ca_system_score_codex":0.00023994043,"about_ca_system_score_gemma":0.00013806397,"threshold_uncertainty_score":0.0038505793},"labels":[],"label_agreement":null},{"id":"W2912771823","doi":"10.2118/190107-pa","title":"Influence of Pressure Difference Between Reservoir and Production Well on Steam-Chamber Propagation and Reservoir-Production Performance","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science and Technology Major Project; China University of Petroleum, Beijing; University of Oklahoma","keywords":"Injector; Petroleum engineering; Steam-assisted gravity drainage; Steam injection; Thermal; Finite difference; Finite difference method; Mechanics; Pressure gradient; Computer simulation; Oil field; Environmental science; Geotechnical engineering; Geology; Materials science; Engineering; Oil sands; Thermodynamics; Mechanical engineering; Mathematics","score_opus":0.00956247581566705,"score_gpt":0.22293436986298498,"score_spread":0.21337189404731793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912771823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99579215,0.00005162313,0.0023960418,0.00003054614,0.0000060618704,0.000009478557,0.00012119266,0.00007677028,0.0015161304],"genre_scores_gemma":[0.9993918,0.000019815647,0.0003746248,0.0000021201129,3.9385088e-7,0.0000030445774,0.000039375813,0.000004035195,0.00016480875],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998549,0.000018026509,0.00001066473,0.00002789698,0.000046506873,0.00004200172],"domain_scores_gemma":[0.99955016,0.00025329247,0.000059686077,0.000033534547,0.000069294074,0.000033963377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024336879,0.0002938406,0.00031104285,0.00030683665,0.00037467774,0.00064966414,0.0005001034,0.00037974858,0.0012638085],"category_scores_gemma":[0.000856646,0.00023963292,0.00036291304,0.0002917481,0.00045181467,0.0004277601,0.0003670083,0.00040133696,0.00012384889],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032169357,0.000112058144,0.02550839,0.00009643199,0.0000313549,0.00037699816,0.000092315684,0.91444206,0.049805988,0.00053105794,0.00019726437,0.008484352],"study_design_scores_gemma":[0.000030459189,0.000276165,0.010229143,0.000009887039,0.000021447298,0.00005797838,0.00011310586,0.94636345,0.042398814,0.00009509973,0.00037690517,0.000027592716],"about_ca_topic_score_codex":0.03470934,"about_ca_topic_score_gemma":0.014567997,"teacher_disagreement_score":0.03470934,"about_ca_system_score_codex":0.00095728657,"about_ca_system_score_gemma":0.0009112053,"threshold_uncertainty_score":0.06901461},"labels":[],"label_agreement":null},{"id":"W2914966076","doi":"10.2118/194203-pa","title":"A New Approach to the Analytical Treatment of Steam-Assisted Gravity Drainage: A Prescribed Interface Model","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada); University of Calgary","funders":"","keywords":"Steam-assisted gravity drainage; Steam injection; Heat transfer; Work (physics); Process (computing); Mechanics; Interface (matter); Petroleum engineering; Mechanical engineering; Computer science; Materials science; Engineering; Physics; Oil sands","score_opus":0.022630085259250383,"score_gpt":0.2716167579844382,"score_spread":0.2489866727251878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914966076","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047827703,0.00012508912,0.9876133,0.00015733622,0.00005924828,0.00003125871,0.00006414207,0.00010073264,0.0070660263],"genre_scores_gemma":[0.55177736,0.001133063,0.4167542,0.00036084963,0.00029249844,0.00049566414,0.0002826459,0.00045128452,0.028452495],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995869,0.00010391282,0.000023005297,0.00008106673,0.00016037122,0.000044755685],"domain_scores_gemma":[0.9995448,0.0001591933,0.00004880901,0.00006295781,0.00015292966,0.00003134149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064157107,0.0007620288,0.00080959575,0.0009870322,0.00041398982,0.001674539,0.002304998,0.0015028765,0.002843145],"category_scores_gemma":[0.0016063758,0.00047478228,0.0014243746,0.00069969916,0.0012480969,0.0020726447,0.0018809582,0.002041628,0.0008081202],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020066467,0.00006340368,0.00045013803,0.00009848834,0.000016851569,0.000137489,0.00015225541,0.68703717,0.009088777,0.28605103,0.0014692328,0.015415089],"study_design_scores_gemma":[0.0000023856514,0.0000072079474,0.00002984123,0.000004614732,0.000002529786,0.000009096983,0.000008484674,0.98686254,0.0005359032,0.010516262,0.0020167658,0.0000043107207],"about_ca_topic_score_codex":0.0042718574,"about_ca_topic_score_gemma":0.0021639708,"teacher_disagreement_score":0.0042718574,"about_ca_system_score_codex":0.0013507709,"about_ca_system_score_gemma":0.0016279931,"threshold_uncertainty_score":0.009800613},"labels":[],"label_agreement":null},{"id":"W2916883909","doi":"10.2118/194216-pa","title":"A Semianalytical Model for Evaluating the Performance of a Refractured Vertical Well With an Orthogonal Refracture","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Geology; Fracture (geology); Multi stage; Stress (linguistics); Stress field; Discretization; Wellbore; Geotechnical engineering; Petroleum engineering; Structural engineering; Engineering; Finite element method; Mathematics","score_opus":0.014194094390037973,"score_gpt":0.2716324100880652,"score_spread":0.2574383156980272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916883909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7327174,0.00036064675,0.23814128,0.00071377424,0.00008955053,0.00022748981,0.0010500806,0.00079971296,0.025900126],"genre_scores_gemma":[0.98350567,0.00012142759,0.011501031,0.00005184672,0.000008352591,0.00014241536,0.00019035574,0.000050183706,0.0044287113],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998123,0.000042610587,0.000009530329,0.000029300856,0.00005612718,0.000050161743],"domain_scores_gemma":[0.9994592,0.0002537733,0.00007982377,0.000040548388,0.00013191652,0.00003474687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035637847,0.0006637116,0.0006639178,0.0004777302,0.0006099188,0.0008710382,0.0014845725,0.00189218,0.0020783392],"category_scores_gemma":[0.0011836089,0.0005442099,0.000796064,0.0004332367,0.0010223907,0.0007340928,0.00055551756,0.0006907505,0.00026598418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011268379,0.00001250576,0.000218425,0.000008197849,0.0000029848609,0.000023623963,0.000012314026,0.9974216,0.00095311546,0.00091866567,0.00004392437,0.00037334792],"study_design_scores_gemma":[0.0000030400988,0.0000054508646,0.00004780355,8.8659e-7,0.0000011369427,0.000002265244,0.0000035599787,0.99957997,0.00017719656,0.00012955103,0.000046788904,0.0000023383452],"about_ca_topic_score_codex":0.03351326,"about_ca_topic_score_gemma":0.0094698975,"teacher_disagreement_score":0.03351326,"about_ca_system_score_codex":0.0017157805,"about_ca_system_score_gemma":0.0017078901,"threshold_uncertainty_score":0.06663638},"labels":[],"label_agreement":null},{"id":"W2920907791","doi":"10.2118/185078-pa","title":"Produced Flowback Salts vs. Induced-Fracture Interface: A Field and Laboratory Study","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Natural Resources Canada; China National Offshore Oil Corporation; Canadian Natural Resources Limited","keywords":"Imbibition; Hydraulic fracturing; Oil shale; Fracture (geology); Petroleum engineering; Pore water pressure; Geotechnical engineering; Chemistry; Mineralogy; Hydrology (agriculture); Geology","score_opus":0.004596882888016289,"score_gpt":0.23064184948588137,"score_spread":0.22604496659786508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920907791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989511,0.000032326694,0.00053750904,0.0000072732037,0.0000022609881,0.00003112494,0.00018997169,0.000013368517,0.00023504884],"genre_scores_gemma":[0.9969689,0.00007074747,0.0019340849,0.00001724977,0.000004296437,0.00007261864,0.00024841813,0.0000064171004,0.0006773086],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997503,0.000025322714,0.000018786628,0.00006859959,0.00009302508,0.00004385398],"domain_scores_gemma":[0.9994331,0.00011524287,0.00015274991,0.00003863423,0.0002112803,0.000049054226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003772606,0.0003308705,0.0002890338,0.0003626115,0.00047067882,0.0003611038,0.00042440186,0.0003970916,0.0010029017],"category_scores_gemma":[0.00041294313,0.00015414451,0.0003438498,0.00027632486,0.00041254927,0.00037062925,0.00029434724,0.00053780153,0.0001707078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003412209,0.00052717567,0.015188213,0.00006935458,0.000011549091,0.00014850975,0.00018332366,0.00048683,0.97912884,0.00004738009,0.00007744939,0.0037902303],"study_design_scores_gemma":[0.000054530334,0.0072528133,0.08577101,0.000011889724,0.000050051018,0.00016224945,0.0006356395,0.004254933,0.9009984,0.000085702886,0.0006910302,0.00003164159],"about_ca_topic_score_codex":0.0069165085,"about_ca_topic_score_gemma":0.010227535,"teacher_disagreement_score":0.0069165085,"about_ca_system_score_codex":0.00045043748,"about_ca_system_score_gemma":0.00025903893,"threshold_uncertainty_score":0.01375252},"labels":[],"label_agreement":null},{"id":"W2922464765","doi":"10.2118/185009-pa","title":"Quantification of Sand Production Using a Pressure-Gradient-Based Sand-Failure Criterion","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cementation (geology); Geology; Geotechnical engineering; Petroleum engineering; Pressure gradient; Scale (ratio); Fluidization; Flow (mathematics); Oil production; Environmental science; Fluidized bed; Materials science; Mechanics; Engineering; Cement; Composite material","score_opus":0.01245694282682786,"score_gpt":0.2372263661789492,"score_spread":0.22476942335212136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922464765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7466336,0.00007546115,0.25023064,0.000034717905,0.000008300105,0.00006657194,0.00027985606,0.0006632211,0.0020076854],"genre_scores_gemma":[0.98826015,0.0000113657525,0.011445964,0.0000023053237,0.0000011114527,0.0000135870005,0.000060568374,0.000009467343,0.00019553686],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999683,0.00002847838,0.000021605169,0.000055730954,0.00016766878,0.000043558524],"domain_scores_gemma":[0.9992787,0.00022909997,0.00015222,0.000056454282,0.00023568315,0.000047922593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042315846,0.0005334866,0.0002917153,0.001538947,0.00025149138,0.0005220245,0.00047349898,0.00041709925,0.00062031706],"category_scores_gemma":[0.0010659004,0.00013366068,0.00025774384,0.0003981738,0.00057974184,0.00050914777,0.0004944069,0.0002640915,0.00013386883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023684713,0.00008949725,0.047483906,0.00017885689,0.00004371076,0.0003740379,0.000119882374,0.60999835,0.28049123,0.004133186,0.0005403476,0.056310184],"study_design_scores_gemma":[0.0000030358135,0.00003612857,0.011992041,0.0000052958103,0.0000042635006,0.00004162964,0.000020064672,0.9403986,0.04682222,0.00049263245,0.0001649472,0.00001911029],"about_ca_topic_score_codex":0.00519283,"about_ca_topic_score_gemma":0.0042981897,"teacher_disagreement_score":0.00519283,"about_ca_system_score_codex":0.0005740903,"about_ca_system_score_gemma":0.00048003704,"threshold_uncertainty_score":0.010325193},"labels":[],"label_agreement":null},{"id":"W2923572538","doi":"10.2118/194501-pa","title":"A Semianalytical Model for Predicting Transient Pressure Behavior of a Hydraulically Fractured Horizontal Well in a Naturally Fractured Reservoir With Non-Darcy Flow and Stress-Sensitive Permeability Effects","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mechanics; Darcy's law; Permeability (electromagnetism); Sensitivity (control systems); Nonlinear system; Hydraulic fracturing; Geotechnical engineering; Flow (mathematics); Stress (linguistics); Darcy–Weisbach equation; Pressure drop; Fluid dynamics; Tight gas; Geology; Mathematics; Porous medium; Porosity; Engineering; Physics; Chemistry","score_opus":0.003435923300043203,"score_gpt":0.2119374795414347,"score_spread":0.2085015562413915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923572538","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23475978,0.0004103922,0.7492296,0.000510092,0.000058880305,0.00016763428,0.00025054827,0.0007279198,0.0138851],"genre_scores_gemma":[0.97522813,0.00021709938,0.01849124,0.00004886332,0.000018248094,0.00023943577,0.00009702278,0.000050817274,0.0056092776],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998702,0.00003535048,0.000008015526,0.000024250472,0.000043678836,0.000018539884],"domain_scores_gemma":[0.9996432,0.00018990888,0.00004828641,0.000019421665,0.000082986015,0.00001629549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004119751,0.00055362994,0.000621884,0.0004579262,0.0004480541,0.0009914318,0.0011404434,0.0014453935,0.0014689399],"category_scores_gemma":[0.00080492,0.00048592617,0.0007976784,0.00029726131,0.0008339456,0.0005870828,0.00063959183,0.000864593,0.00021789732],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013520202,0.000018353398,0.00027714035,0.000029822,0.000006890891,0.00005594447,0.00003611953,0.9932207,0.0026126767,0.0019671232,0.0000847652,0.0016769423],"study_design_scores_gemma":[8.311175e-7,0.000004097143,0.000023673208,0.0000010344272,9.538801e-7,0.0000023237442,0.0000028370282,0.99973434,0.00009595342,0.00010209144,0.000030622963,0.0000011674706],"about_ca_topic_score_codex":0.011992769,"about_ca_topic_score_gemma":0.0061282734,"teacher_disagreement_score":0.011992769,"about_ca_system_score_codex":0.00081962434,"about_ca_system_score_gemma":0.0013418231,"threshold_uncertainty_score":0.02384597},"labels":[],"label_agreement":null},{"id":"W2925087860","doi":"10.2118/190350-pa","title":"Effects of Rate, Temperature, and Solvent Type on Vapor/Oil Gravity Drainage (VOGD) in Fractured Reservoirs","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Petroleum engineering; Solvent; Viscosity; Dissolution; Enhanced oil recovery; Wetting; Molecular diffusion; Materials science; Chemical engineering; Mineralogy; Geology; Chemistry; Composite material; Organic chemistry","score_opus":0.0032207348607831343,"score_gpt":0.21549055928078886,"score_spread":0.21226982442000572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2925087860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983107,0.000093188464,0.0012589601,0.000009936083,0.000002003712,0.0000064702513,0.000091097405,0.00002877707,0.00019882387],"genre_scores_gemma":[0.99929655,0.00006008941,0.000472549,0.0000026932437,4.7596822e-7,0.000004900967,0.00004123627,0.0000052590035,0.00011630731],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998716,0.0000142909985,0.000009202339,0.000028117563,0.000040880157,0.00003589202],"domain_scores_gemma":[0.99967706,0.00015747204,0.000073071475,0.000019486739,0.000056006455,0.000016977812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027403684,0.00019731236,0.00032970766,0.00032581363,0.00016979306,0.00028136157,0.0003148168,0.00018621654,0.0005681566],"category_scores_gemma":[0.0006598061,0.00013978648,0.00035903804,0.00022852585,0.00025778907,0.00030952087,0.00025964523,0.0002747843,0.00009173652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095612206,0.00015785337,0.008908796,0.00017216969,0.000035979752,0.00023621893,0.000085802436,0.08504017,0.8892839,0.0002702734,0.000108372835,0.014744463],"study_design_scores_gemma":[0.000022557704,0.0008857961,0.007893215,0.00001295978,0.000029025998,0.00006129528,0.00007042822,0.17667803,0.81384635,0.00009428634,0.00038124385,0.00002477016],"about_ca_topic_score_codex":0.0059426464,"about_ca_topic_score_gemma":0.004141047,"teacher_disagreement_score":0.0059426464,"about_ca_system_score_codex":0.0004624305,"about_ca_system_score_gemma":0.0002359119,"threshold_uncertainty_score":0.011816084},"labels":[],"label_agreement":null},{"id":"W2935729976","doi":"10.2118/195310-pa","title":"Synergistic Effect between Surfactant and Nanoparticles on the Stability of Foam in EOR Processes","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Enhanced oil recovery; Pulmonary surfactant; Bubble; Materials science; Porous medium; Viscosity; Porosity; Nanoparticle; Composite material; Rheology; Chemical engineering; Petroleum engineering; Nanotechnology; Mechanics; Geology","score_opus":0.020174722059658763,"score_gpt":0.22845650605395795,"score_spread":0.2082817839942992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935729976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99345595,0.002216173,0.002865094,0.000078310055,0.000033717308,0.000023679917,0.000040354415,0.000059543112,0.001227211],"genre_scores_gemma":[0.99591583,0.00064878067,0.002643647,0.00003279943,0.000013979749,0.000024215617,0.000037142247,0.000012929488,0.0006706317],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995704,0.000105310384,0.000039573657,0.000089890185,0.000116471296,0.00007833216],"domain_scores_gemma":[0.9996196,0.00015486336,0.000063382075,0.00002624058,0.00010831195,0.000027521983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045776126,0.00038686697,0.00041587083,0.00031159492,0.00021687694,0.00032938592,0.00024909212,0.0003768455,0.0007701449],"category_scores_gemma":[0.00064951036,0.00018703134,0.00037429843,0.00017790943,0.00027022295,0.00039700093,0.0003994059,0.00035452336,0.00021499328],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011973698,0.000031375097,0.00021328109,0.00011199225,0.00001647468,0.00006067813,0.000030966894,0.00025952558,0.9951893,0.00008203685,0.000047462487,0.0038371878],"study_design_scores_gemma":[0.000004234282,0.000266937,0.00032263083,0.00000692199,0.00002370882,0.00003463062,0.000014597461,0.0013601795,0.9972959,0.000016304039,0.00064841326,0.0000054719653],"about_ca_topic_score_codex":0.00056890195,"about_ca_topic_score_gemma":0.00093662227,"teacher_disagreement_score":0.0007701449,"about_ca_system_score_codex":0.00021185547,"about_ca_system_score_gemma":0.00015983236,"threshold_uncertainty_score":0.0025764108},"labels":[],"label_agreement":null},{"id":"W2942096534","doi":"10.2118/194509-pa","title":"Effect of Stress-Sensitive Fracture Conductivity on Transient Pressure Behavior for a Horizontal Well With Multistage Fractures","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Mechanics; Laplace transform; Superposition principle; Fracture (geology); Stress (linguistics); Materials science; Nonlinear system; Geotechnical engineering; Mathematics; Mathematical analysis; Geology; Physics","score_opus":0.0033575793503936554,"score_gpt":0.23214856558910313,"score_spread":0.22879098623870947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942096534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9290434,0.0001169871,0.06957845,0.00007196335,0.000012817696,0.000018804121,0.00006328592,0.00022751067,0.0008667827],"genre_scores_gemma":[0.99775165,0.000025579304,0.0020762733,0.0000046755845,0.0000010570162,0.0000055743963,0.00000963966,0.000003930251,0.00012167423],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972326,0.00003510369,0.000016893575,0.0000484085,0.0001295905,0.000046780795],"domain_scores_gemma":[0.9995179,0.0002215035,0.00007813437,0.000047546706,0.00010584229,0.00002901531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000466691,0.00035422487,0.00034042788,0.00045011836,0.00028013298,0.00047161675,0.00055389095,0.00070298795,0.0007675794],"category_scores_gemma":[0.0009386149,0.000217937,0.0004969633,0.00026828249,0.0007236128,0.0008654308,0.00049215794,0.00048301287,0.000069563415],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020055273,0.00016215767,0.010975104,0.00010803255,0.000037643662,0.0008537347,0.00021908882,0.7074066,0.2604334,0.002590038,0.00018589625,0.016827753],"study_design_scores_gemma":[0.000005832743,0.00012487033,0.002195798,0.0000063311963,0.000010749646,0.000055283563,0.00007090756,0.9401022,0.056968383,0.00036804675,0.00007503837,0.000016494529],"about_ca_topic_score_codex":0.002355558,"about_ca_topic_score_gemma":0.0017967375,"teacher_disagreement_score":0.002355558,"about_ca_system_score_codex":0.00052589475,"about_ca_system_score_gemma":0.00046146262,"threshold_uncertainty_score":0.004683733},"labels":[],"label_agreement":null},{"id":"W2942316560","doi":"10.2118/189740-pa","title":"On Temperature-Falloff Interpretation in the Circulation Phase of the Steam-Assisted-Gravity-Drainage Process","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Injector; Steam-assisted gravity drainage; Petroleum engineering; Asphalt; Oil sands; Steam injection; Current (fluid); Environmental science; Saturation (graph theory); Geology; Engineering; Materials science; Mechanical engineering","score_opus":0.011959797513439806,"score_gpt":0.2994770798500203,"score_spread":0.2875172823365805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942316560","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37090963,0.0020133764,0.59484977,0.0008233041,0.0003350444,0.00011682655,0.0005482278,0.0024245065,0.027979381],"genre_scores_gemma":[0.97603786,0.0003434971,0.02094112,0.00004134049,0.000023641318,0.000014713188,0.00013463297,0.00011482857,0.0023483485],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988854,0.000014395391,0.0000062404997,0.000027158574,0.00004343306,0.00002027657],"domain_scores_gemma":[0.9997737,0.000097853896,0.000041016538,0.000019735808,0.00005351177,0.000014195796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003813706,0.0004341721,0.0001825989,0.0006521583,0.00024075576,0.00062740565,0.00045953563,0.00051006215,0.0032973583],"category_scores_gemma":[0.0011071027,0.00014014028,0.00036866608,0.00036960866,0.00061245274,0.0009444224,0.00031811994,0.00067590084,0.00033135127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001082512,0.0001816971,0.020955645,0.0006162335,0.00003663411,0.0031297156,0.0015598462,0.27533084,0.38741153,0.18174885,0.0041336897,0.12381273],"study_design_scores_gemma":[0.000009278805,0.00007993344,0.0037110657,0.000030486419,0.000007656676,0.00024551759,0.00017948681,0.93734086,0.042305928,0.011177385,0.0048832707,0.00002913693],"about_ca_topic_score_codex":0.003640578,"about_ca_topic_score_gemma":0.0012822242,"teacher_disagreement_score":0.003640578,"about_ca_system_score_codex":0.00048229843,"about_ca_system_score_gemma":0.000229748,"threshold_uncertainty_score":0.011030793},"labels":[],"label_agreement":null},{"id":"W2943839580","doi":"10.2118/195575-pa","title":"Diffusivity of Gas Into Bitumen: Part II—Data Set and Correlation","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Thermal diffusivity; Viscosity; Propane; Thermodynamics; Methane; Diffusion; Mass diffusivity; Asphalt; Chemistry; Butane; Molecular diffusion; Analytical Chemistry (journal); Materials science; Chromatography; Organic chemistry; Composite material","score_opus":0.011485855291780877,"score_gpt":0.2247793279580852,"score_spread":0.21329347266630433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943839580","genre_codex":"empirical","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9520964,0.0005778287,0.007843301,0.000044585566,0.000018001454,0.00025010537,0.036843777,0.00080816884,0.0015178231],"genre_scores_gemma":[0.89664555,0.00041695198,0.012747973,0.000021580814,0.000013669164,0.00041378735,0.08821089,0.00015726955,0.0013723515],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985234,0.00012208638,0.00018634777,0.0002439245,0.0007723119,0.00015187563],"domain_scores_gemma":[0.99531627,0.0013380592,0.00046329686,0.00092009694,0.001826766,0.00013556231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016104662,0.0013204908,0.0012907062,0.0035606322,0.00073619804,0.0009122155,0.0008170269,0.00066554785,0.0013043488],"category_scores_gemma":[0.005274597,0.00022925477,0.000767796,0.0035323899,0.00068607205,0.00068015716,0.00089747744,0.000703622,0.0010332745],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040341076,0.0016564069,0.4388098,0.0015231242,0.0006973989,0.0015077225,0.0007594801,0.14159602,0.19017318,0.0011680169,0.009429171,0.20864551],"study_design_scores_gemma":[0.00014730448,0.0010957033,0.39777246,0.00007437826,0.0002199071,0.0011890061,0.0007062555,0.16378476,0.40960616,0.00082043925,0.024220584,0.00036308248],"about_ca_topic_score_codex":0.053324383,"about_ca_topic_score_gemma":0.034550108,"teacher_disagreement_score":0.053324383,"about_ca_system_score_codex":0.0016873971,"about_ca_system_score_gemma":0.0014202812,"threshold_uncertainty_score":0.10602796},"labels":[],"label_agreement":null},{"id":"W2944650638","doi":"10.2118/195574-pa","title":"Diffusivity of Gas Into Bitumen: Part I—Analysis of Pressure-Decay Data With Swelling","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermal diffusivity; Viscosity; Swelling; Thermodynamics; Propane; Diffusion; Chemistry; Mixing (physics); Asphalt; Solvent; Mass diffusivity; Molecular diffusion; Work (physics); Mass transfer; Materials science; Chromatography; Composite material; Organic chemistry","score_opus":0.014111119408765882,"score_gpt":0.2562358957031281,"score_spread":0.24212477629436222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944650638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95571315,0.0022025865,0.039260108,0.00009047232,0.000036958703,0.00015520537,0.0008072939,0.00031149952,0.0014228048],"genre_scores_gemma":[0.9834657,0.0015781382,0.012662177,0.000030206369,0.000018008615,0.00017372488,0.000672512,0.0000895411,0.0013100348],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941194,0.000080936836,0.00004506223,0.00009026436,0.0003055226,0.00006632295],"domain_scores_gemma":[0.9976615,0.0013133022,0.00043076143,0.00019936725,0.00033712905,0.000057955687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011798717,0.00071206415,0.00051975943,0.0010660863,0.00028695064,0.00036042524,0.0005958581,0.0003745879,0.0011924776],"category_scores_gemma":[0.0029163668,0.00025292355,0.0006500692,0.0011764651,0.00053391367,0.0009763806,0.0005877124,0.0011574015,0.00028802754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027881798,0.000053195527,0.0035091294,0.0002916205,0.000022559403,0.00015846711,0.00025306945,0.0038610105,0.97900563,0.00026621696,0.00007564093,0.012224644],"study_design_scores_gemma":[0.0000074388518,0.00020212751,0.0085431,0.000014638982,0.00001709314,0.00020949995,0.00008409969,0.033653058,0.95642245,0.0001386014,0.0006801546,0.00002778147],"about_ca_topic_score_codex":0.001555151,"about_ca_topic_score_gemma":0.00062485517,"teacher_disagreement_score":0.001555151,"about_ca_system_score_codex":0.00058837235,"about_ca_system_score_gemma":0.00028015624,"threshold_uncertainty_score":0.0062398314},"labels":[],"label_agreement":null},{"id":"W2949491960","doi":"10.2118/193702-pa","title":"Simultaneous Occurrence of Miscible and Immiscible Displacement Processes During Solvent Displacement of Heavy Oil: A Parametric Analysis Using Visual Capillary-Tube Experiments","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Capillary action; Mass transfer; Viscosity; Imbibition; Solvent; Displacement (psychology); Diffusion; Mixing (physics); Wetting; Chemistry; Dilution; Materials science; Enhanced oil recovery; Surface tension; Chemical engineering; Thermodynamics; Chromatography; Composite material; Organic chemistry","score_opus":0.009666767109879449,"score_gpt":0.27921190066970236,"score_spread":0.2695451335598229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949491960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934869,0.0001520241,0.0058718636,0.000018129318,0.0000044758153,0.000014872223,0.00007373832,0.000046801608,0.00033124813],"genre_scores_gemma":[0.99770796,0.00006682112,0.0020029368,0.0000040613468,0.0000021985654,0.000019002257,0.000033235538,0.000005146121,0.00015867528],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999821,0.000018155308,0.000008369249,0.00004178444,0.000076185184,0.00003460617],"domain_scores_gemma":[0.99946374,0.00027586494,0.00009226617,0.000037709447,0.000101180245,0.00002936168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033996912,0.00027435605,0.00019521646,0.00047384258,0.00020741289,0.00021595332,0.00040653336,0.00031818124,0.00068813306],"category_scores_gemma":[0.0005413915,0.0001345571,0.00024425934,0.00036133148,0.00042284513,0.0002865485,0.00027665598,0.0003945316,0.000051392104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015163267,0.000041371048,0.002533888,0.00006495732,0.00000956926,0.00016016535,0.00014544248,0.0015882741,0.9889425,0.0002578823,0.000058120786,0.006046243],"study_design_scores_gemma":[0.000010895367,0.0002894525,0.011959695,0.0000046213454,0.000016283528,0.00012675162,0.00009413642,0.044719625,0.94220686,0.00013171976,0.0004057479,0.000034259003],"about_ca_topic_score_codex":0.0010483135,"about_ca_topic_score_gemma":0.00078580517,"teacher_disagreement_score":0.0010483135,"about_ca_system_score_codex":0.00022032742,"about_ca_system_score_gemma":0.00013707778,"threshold_uncertainty_score":0.0023020506},"labels":[],"label_agreement":null},{"id":"W2951395117","doi":"10.2118/189715-pa","title":"Effect of Confinement and Well Interference on SAGD Performance: An Analytical Assessment","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mechanics; Heat transfer; Materials science; Volumetric flow rate; Steam injection; Thermal conduction; Thermal; Thermodynamics; Petroleum engineering; Geology; Physics; Composite material","score_opus":0.005899569024294963,"score_gpt":0.27705298297901604,"score_spread":0.2711534139547211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951395117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92475396,0.0009058513,0.06775837,0.00014187518,0.000025253768,0.000028945195,0.00008755243,0.00045043655,0.0058477432],"genre_scores_gemma":[0.99831176,0.000089057365,0.001417737,0.000005386655,0.0000024616086,0.0000037231866,0.000011623298,0.000009823351,0.00014839532],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996532,0.000038931707,0.000012830481,0.000032828026,0.00019703465,0.00006513705],"domain_scores_gemma":[0.99926335,0.00030829824,0.00011610076,0.00007844189,0.00020739007,0.000026395395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043482982,0.00028086145,0.00037693404,0.00033439556,0.00030314532,0.0005225682,0.00054976024,0.00032863126,0.0006053307],"category_scores_gemma":[0.0013743248,0.00019996846,0.0004152255,0.00027694073,0.00051763747,0.00042026123,0.00048745336,0.00024272641,0.00015210074],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034370483,0.00013073822,0.0067670974,0.0002123091,0.000056637113,0.00049680856,0.0001610141,0.68431526,0.2739199,0.002096397,0.00040643997,0.031093713],"study_design_scores_gemma":[0.000007371349,0.00027204893,0.0023946988,0.00001279157,0.000024606456,0.00006778728,0.0000538037,0.9000189,0.09603151,0.00027784304,0.0008143699,0.000024314331],"about_ca_topic_score_codex":0.0028133632,"about_ca_topic_score_gemma":0.0019924764,"teacher_disagreement_score":0.0028133632,"about_ca_system_score_codex":0.00095114316,"about_ca_system_score_gemma":0.0003003923,"threshold_uncertainty_score":0.006901026},"labels":[],"label_agreement":null},{"id":"W2954745673","doi":"10.2118/191698-pa","title":"Improved Distance-of-Investigation Model for Rate-Transient Analysis in a Heterogeneous Unconventional Reservoir With Nonstatic Properties","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Permeability (electromagnetism); Reservoir simulation; Geology; Hydrogeology; Fracture (geology); Fluid dynamics; Tight gas; Hydraulic fracturing; Petroleum engineering; Unconventional oil; Geotechnical engineering; Mechanics","score_opus":0.012585111905608936,"score_gpt":0.21302412960657743,"score_spread":0.2004390177009685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954745673","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07741483,0.0003699138,0.9129609,0.00041544088,0.00006943385,0.00006344456,0.0001463313,0.0004316889,0.008127916],"genre_scores_gemma":[0.9459807,0.0002684203,0.045462888,0.000109847795,0.000033833905,0.00019319363,0.00012837168,0.00012827442,0.0076944027],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972624,0.00006600455,0.00002010155,0.00005870801,0.00008065057,0.000048196744],"domain_scores_gemma":[0.99909234,0.0004268313,0.00013154454,0.000059169866,0.00022054957,0.00006963422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007220807,0.00057676673,0.00073507003,0.0007499959,0.0004769208,0.0011948637,0.001982264,0.0016338985,0.00197679],"category_scores_gemma":[0.0018083147,0.00047474928,0.0010691005,0.00048703587,0.0009123173,0.0014415056,0.0012088871,0.0011290971,0.00028020298],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045299774,0.000035697474,0.0012682797,0.00004860031,0.000015440779,0.00022689451,0.00008179295,0.97303444,0.0045588003,0.015976246,0.00030321794,0.004405203],"study_design_scores_gemma":[0.000001154516,0.0000021873411,0.000029019036,0.000001128445,0.0000010811285,0.0000056517897,0.0000023657476,0.99938214,0.00012288938,0.00036555243,0.00008458018,0.0000021947699],"about_ca_topic_score_codex":0.009590406,"about_ca_topic_score_gemma":0.0043643126,"teacher_disagreement_score":0.009590406,"about_ca_system_score_codex":0.0011818098,"about_ca_system_score_gemma":0.0014042953,"threshold_uncertainty_score":0.019069195},"labels":[],"label_agreement":null},{"id":"W2956337911","doi":"10.2118/195687-pa","title":"Quantification of the Viscoelastic Effects During Polymer Flooding: A Critical Review","year":2019,"lang":"en","type":"review","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Viscoelasticity; Deborah number; Rheology; Porous medium; Enhanced oil recovery; Strain hardening exponent; Materials science; Residual oil; Mechanics; Porosity; Geology; Physics; Petroleum engineering; Composite material","score_opus":0.03556403764006889,"score_gpt":0.32837903962625586,"score_spread":0.292815001986187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956337911","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001223528,0.99903,0.00016695184,0.00027421818,0.00018160618,0.0000098932815,0.000016788865,0.0000037779112,0.00019441589],"genre_scores_gemma":[0.0008372901,0.9983145,0.00023154703,0.00027309722,0.00020320756,0.000015590651,0.000024491123,0.0000018811754,0.00009833028],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906486,0.00016048845,0.00025348115,0.00018877296,0.0002792242,0.00005332518],"domain_scores_gemma":[0.992308,0.004556046,0.000697645,0.00014417162,0.0021365858,0.00015749637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036212793,0.0012431673,0.002443955,0.0048630354,0.00046623457,0.0018752874,0.001720042,0.0020034162,0.002317729],"category_scores_gemma":[0.006334031,0.0008612563,0.0018698366,0.004396192,0.0011596472,0.0035077296,0.000956186,0.0021701409,0.0009151868],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021145986,0.00013369895,0.00064882275,0.15735888,0.00060092134,0.00033563335,0.00029145446,0.00079791364,0.0022365616,0.005797516,0.026645541,0.8049416],"study_design_scores_gemma":[0.000042004696,0.00043771655,0.0033095232,0.06818549,0.0020497958,0.0014108845,0.00031395102,0.00048557293,0.0025611015,0.0035671885,0.9174917,0.00014514767],"about_ca_topic_score_codex":0.0024600658,"about_ca_topic_score_gemma":0.0022465407,"teacher_disagreement_score":0.0048630354,"about_ca_system_score_codex":0.0010814777,"about_ca_system_score_gemma":0.003327714,"threshold_uncertainty_score":0.01915139},"labels":[],"label_agreement":null},{"id":"W2959995969","doi":"10.2118/195697-pa","title":"An Analytical Production Model for Primary Production and Cyclic Solvent Injection in a Heavy-Oil Reservoir","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Petroleum Technology Research Centre","keywords":"Petroleum engineering; Drawdown (hydrology); Isothermal process; Oil production; Gas oil ratio; Compressibility; Chemistry; Materials science; Thermodynamics; Geology; Geotechnical engineering","score_opus":0.016262007891055516,"score_gpt":0.2701448914191144,"score_spread":0.2538828835280589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959995969","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18404225,0.0005516187,0.79305446,0.00053036556,0.00013998753,0.00026119043,0.00070523133,0.0009984485,0.019716365],"genre_scores_gemma":[0.9580595,0.00031440618,0.02920784,0.00006540279,0.000027849757,0.0003676717,0.00025516155,0.000116305564,0.011585837],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980503,0.000023651774,0.000010839089,0.00004881143,0.000068537236,0.000043187407],"domain_scores_gemma":[0.9996933,0.00011573033,0.000044606997,0.00002015152,0.00010940076,0.000016932197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004401829,0.00079410285,0.00068159675,0.0005692865,0.0004908522,0.0006428341,0.0017431431,0.0012661386,0.002421569],"category_scores_gemma":[0.0009528979,0.0006058692,0.0010671741,0.000336811,0.0006112124,0.0009982621,0.000539689,0.0007115761,0.00046869225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023457877,0.000021386197,0.00043952765,0.00004668387,0.000006174156,0.00009345357,0.000029235256,0.985166,0.008337676,0.003040721,0.00019912116,0.0025965257],"study_design_scores_gemma":[0.000002407737,0.00000465017,0.00004081212,0.000001064568,0.0000016890586,0.0000037868836,0.0000017960655,0.998896,0.0007328625,0.00017374678,0.00013944859,0.0000017216644],"about_ca_topic_score_codex":0.015475418,"about_ca_topic_score_gemma":0.00533452,"teacher_disagreement_score":0.015475418,"about_ca_system_score_codex":0.0013773922,"about_ca_system_score_gemma":0.0015197296,"threshold_uncertainty_score":0.030770719},"labels":[],"label_agreement":null},{"id":"W2963276185","doi":"10.2118/195698-pa","title":"Prediction of Shale-Gas Production at Duvernay Formation Using Deep-Learning Algorithm","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":152,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Korea Institute of Energy Technology Evaluation and Planning; Korea Institute of Geoscience and Mineral Resources","keywords":"Normalization (sociology); Reservoir modeling; Oil shale; Feature (linguistics); Algorithm; Drilling; Time series; Unconventional oil; Geology; Production (economics); Petroleum engineering; Series (stratigraphy); Computer science; Data mining; Artificial intelligence; Machine learning; Engineering","score_opus":0.020754369603878484,"score_gpt":0.24497017418315353,"score_spread":0.22421580457927504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963276185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685988,0.00015869668,0.027258042,0.00018864543,0.000029971123,0.000025712567,0.0010482105,0.00086355157,0.0018283374],"genre_scores_gemma":[0.992525,0.000027498512,0.006127634,0.000009196242,0.0000035221594,0.000010353921,0.0006697805,0.00001265183,0.0006142507],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999049,0.000011985103,0.0000058979217,0.000032839038,0.000019838888,0.00002471937],"domain_scores_gemma":[0.9997243,0.00007366008,0.00002340255,0.00002036206,0.00012011526,0.00003811146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002921077,0.00065633934,0.00037738617,0.0007815359,0.00027602498,0.00053596776,0.0005323879,0.0006329248,0.0011523338],"category_scores_gemma":[0.00076214323,0.00028641985,0.00045731373,0.0005150889,0.00023174916,0.00042438248,0.00037100204,0.00052098016,0.000272515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006889451,0.00005712226,0.01891683,0.00002136417,0.000023579834,0.000075698874,0.000018420511,0.96367776,0.0016164123,0.00019141527,0.00061029935,0.014722257],"study_design_scores_gemma":[0.0000020172586,0.0000033725294,0.0015071449,7.953308e-7,9.0990795e-7,0.0000013900068,0.0000034581747,0.9980263,0.000366729,0.000047101934,0.00003899473,0.0000016694976],"about_ca_topic_score_codex":0.080104314,"about_ca_topic_score_gemma":0.0694528,"teacher_disagreement_score":0.080104314,"about_ca_system_score_codex":0.0011509955,"about_ca_system_score_gemma":0.0010601544,"threshold_uncertainty_score":0.15927613},"labels":[],"label_agreement":null},{"id":"W2963490007","doi":"10.2118/190695-pa","title":"Simulations of In-Situ Upgrading Process: Interpretation of Laboratory Experiments and Study of Field-Scale Test","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Asphalt; Pyrolysis; Cracking; Petroleum engineering; Thermal; Environmental science; Experimental data; Process engineering; Materials science; Nuclear engineering; Chemistry; Thermodynamics; Chemical engineering; Engineering; Mathematics; Composite material","score_opus":0.005545401424387922,"score_gpt":0.2721783502343194,"score_spread":0.2666329488099315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963490007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98959607,0.000057236724,0.0067939344,0.000061179824,0.000013804999,0.000034364817,0.00033906943,0.00010938838,0.0029950028],"genre_scores_gemma":[0.9972638,0.00003685497,0.0019621297,0.000009812562,0.000002115764,0.000038761867,0.00019313203,0.000014843228,0.00047868057],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998698,0.000024476818,0.000008302522,0.000026198106,0.00003318621,0.000038041362],"domain_scores_gemma":[0.9994223,0.0002986761,0.00006123314,0.00006645242,0.00011124146,0.000040114614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034896002,0.0005589805,0.0006173895,0.00032721317,0.00031025743,0.00045994384,0.0008672642,0.0010989703,0.0015788879],"category_scores_gemma":[0.0009541392,0.00020170167,0.00050639163,0.00039580773,0.00058297254,0.0004270426,0.0002992926,0.0005712215,0.00011866344],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008631084,0.00013062947,0.003586772,0.000054996402,0.000010772738,0.00009250551,0.000035754227,0.9852573,0.008474079,0.00036059492,0.00013978082,0.0017704043],"study_design_scores_gemma":[0.000013666075,0.000068744506,0.0013579091,0.0000035995886,0.000004460895,0.000008415057,0.000025286387,0.9938088,0.0044905543,0.000086476764,0.00012664191,0.0000054428724],"about_ca_topic_score_codex":0.014349246,"about_ca_topic_score_gemma":0.0065000127,"teacher_disagreement_score":0.014349246,"about_ca_system_score_codex":0.000719447,"about_ca_system_score_gemma":0.00055120053,"threshold_uncertainty_score":0.028531432},"labels":[],"label_agreement":null},{"id":"W2966798352","doi":"10.2118/197045-pa","title":"On the Negative Excess Isotherms for Methane Adsorption at High Pressure: Modeling and Experiment","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Adsorption; Chemistry; Methane; Volume (thermodynamics); Thermodynamics; Porosity; Void (composites); Helium; Work (physics); Chromatography; Materials science; Physical chemistry; Organic chemistry","score_opus":0.01696571929391038,"score_gpt":0.23967372952921828,"score_spread":0.2227080102353079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966798352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9073296,0.0008788366,0.08013008,0.00039231428,0.00003316473,0.00009426216,0.00064832874,0.0004095249,0.010083814],"genre_scores_gemma":[0.9950039,0.00028435557,0.0035192056,0.000022172544,0.00001055651,0.00005701409,0.00012016672,0.000022498312,0.00096000993],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984133,0.000028947356,0.000006655117,0.000037072565,0.0000627412,0.000023284978],"domain_scores_gemma":[0.9997539,0.00014146586,0.000020944228,0.000021540101,0.000054094668,0.000008074335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036726415,0.00052476465,0.00041103188,0.0003319327,0.00028991583,0.00042352828,0.00085773604,0.00089969457,0.0009142003],"category_scores_gemma":[0.0006595194,0.00017488035,0.00055106235,0.0004039137,0.00037546922,0.0008918627,0.0003085236,0.0005953909,0.00021972824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013588984,0.00019940178,0.0046709334,0.00034910534,0.000023130138,0.00021488566,0.00013803401,0.9182448,0.058657516,0.006534826,0.0006264877,0.0102049075],"study_design_scores_gemma":[0.0000033522626,0.00001845043,0.00051289645,0.0000025549823,0.000003236695,0.000009487219,0.000007994862,0.99467,0.004206942,0.00037667275,0.00018261066,0.0000059052936],"about_ca_topic_score_codex":0.0071450486,"about_ca_topic_score_gemma":0.0027090106,"teacher_disagreement_score":0.0071450486,"about_ca_system_score_codex":0.00061114336,"about_ca_system_score_gemma":0.00036147202,"threshold_uncertainty_score":0.014206946},"labels":[],"label_agreement":null},{"id":"W2972001137","doi":"10.2118/197070-pa","title":"Low-Temperature Bitumen Recovery from Oil-Sand Reservoirs Using Ionic Liquids","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Canada Research Chairs","keywords":"Asphalt; Dissolution; Steam injection; Petroleum engineering; Viscosity; Enhanced oil recovery; Oil sands; Chemical engineering; Materials science; Ionic liquid; Environmental science; Chemistry; Geology; Composite material; Organic chemistry","score_opus":0.007365697342913458,"score_gpt":0.22452112728187237,"score_spread":0.21715542993895892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972001137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97943693,0.00086740527,0.017047562,0.00012142089,0.00003183115,0.00006377919,0.00016834566,0.00035112296,0.0019114116],"genre_scores_gemma":[0.9836036,0.00054988853,0.01262996,0.00004719705,0.000007911872,0.00002982827,0.00015543592,0.00005886295,0.0029172935],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998241,0.000014258438,0.000012778987,0.000029035828,0.000084140396,0.000035682537],"domain_scores_gemma":[0.99985695,0.000031672018,0.000045693687,0.000013114166,0.000034134853,0.000018499617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025539988,0.00038180003,0.0002476644,0.00031668227,0.00016629088,0.0003868236,0.0003320685,0.00027392662,0.0010046499],"category_scores_gemma":[0.0002750278,0.00014286222,0.00034666565,0.000196253,0.0002782325,0.0005345744,0.00040837057,0.00062612194,0.00055762863],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041552616,0.0000122062675,0.00016361052,0.00006149659,0.0000029905902,0.000032088585,0.000015413316,0.00023821359,0.9967263,0.000047296853,0.000034929035,0.0026238519],"study_design_scores_gemma":[0.0000025273002,0.000049502076,0.00018350624,0.0000035809564,0.0000032657135,0.00001307846,0.000008505278,0.0009109077,0.9981384,0.000007697387,0.00067542307,0.0000037041007],"about_ca_topic_score_codex":0.0014719014,"about_ca_topic_score_gemma":0.0031043417,"teacher_disagreement_score":0.0014719014,"about_ca_system_score_codex":0.0004917223,"about_ca_system_score_gemma":0.000339933,"threshold_uncertainty_score":0.0035676956},"labels":[],"label_agreement":null},{"id":"W2974952102","doi":"10.2118/190251-pa","title":"Effect of Pressure on Vapor/Oil Gravity Drainage in Fractured Reservoirs","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Petroleum engineering; Solvent; Vapor pressure; Saturation (graph theory); Capillary action; Asphaltene; Micromodel; Materials science; Geology; Chemistry; Chemical engineering; Composite material; Porous medium; Organic chemistry; Porosity","score_opus":0.002937101017494075,"score_gpt":0.23412120488303997,"score_spread":0.2311841038655459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974952102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977701,0.0001754827,0.0015389799,0.000025323701,0.0000069667017,0.00000944605,0.000068211826,0.000052554962,0.00035288834],"genre_scores_gemma":[0.9988644,0.000120453275,0.0007376111,0.000010184528,0.0000031850911,0.000007247606,0.00004355067,0.000013221289,0.00020018316],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969923,0.00002736987,0.000019473833,0.000046735393,0.00013871746,0.00006853246],"domain_scores_gemma":[0.99951243,0.00022504988,0.00009173247,0.000035227866,0.0001025099,0.00003301503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029609623,0.00023247396,0.00033216857,0.00023711404,0.00023551477,0.0004389696,0.00038354236,0.00021834759,0.0016511847],"category_scores_gemma":[0.0011385275,0.00017714297,0.0002405465,0.0002546665,0.00040370008,0.00070666586,0.00042886124,0.0005579689,0.00020388486],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026610875,0.0000375717,0.001865497,0.00012410166,0.000013706237,0.00014959983,0.000072914896,0.0013185587,0.98924273,0.000118089876,0.0000602194,0.0067308503],"study_design_scores_gemma":[0.0000049588475,0.00023901132,0.003368145,0.000006414686,0.000007963413,0.000039500952,0.00005358411,0.005646787,0.9901924,0.000046422963,0.00038652855,0.000008432822],"about_ca_topic_score_codex":0.0009448059,"about_ca_topic_score_gemma":0.0010026576,"teacher_disagreement_score":0.0016511847,"about_ca_system_score_codex":0.00026426505,"about_ca_system_score_gemma":0.00023642622,"threshold_uncertainty_score":0.005523801},"labels":[],"label_agreement":null},{"id":"W2980327574","doi":"10.2118/198902-pa","title":"Multiscale Reconstruction of Vuggy Carbonates by Pore-Network Modeling and Image-Based Technique","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Geology; Porosity; Carbonate; Network model; Permeability (electromagnetism); Mineralogy; Materials science; Computer science; Geotechnical engineering; Artificial intelligence; Chemistry; Membrane","score_opus":0.0031884377803386888,"score_gpt":0.19488837699291792,"score_spread":0.19169993921257922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980327574","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2035285,0.00009150089,0.79483265,0.000089660956,0.000010893573,0.000025876465,0.00008731259,0.00039553252,0.0009381976],"genre_scores_gemma":[0.7702204,0.00011633862,0.22882716,0.00002258286,0.000008762662,0.000040453044,0.00012527379,0.00006480655,0.00057431415],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992025,0.000012188689,0.0000037387433,0.000018662045,0.000032179814,0.000013012289],"domain_scores_gemma":[0.9998574,0.00004840604,0.000030867235,0.00001894885,0.000030917585,0.000013474985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023277181,0.00033679977,0.00026103648,0.00061821233,0.00014995603,0.00045301055,0.00055547757,0.0004974448,0.00040807656],"category_scores_gemma":[0.000601825,0.00019961869,0.00042981506,0.00036431212,0.00034605231,0.00048910873,0.00037995496,0.00034822608,0.000081300015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005796738,0.00003380256,0.0024567803,0.00007540463,0.000032821892,0.00018627706,0.00008311644,0.8850393,0.08009557,0.006298388,0.00022364012,0.02541686],"study_design_scores_gemma":[0.000001036908,0.000003427978,0.00019791484,9.122598e-7,0.000001473076,0.0000111132285,0.0000037861082,0.9971783,0.0022278642,0.00029078533,0.000081166014,0.0000021892888],"about_ca_topic_score_codex":0.0035054286,"about_ca_topic_score_gemma":0.0028734405,"teacher_disagreement_score":0.0035054286,"about_ca_system_score_codex":0.00042876272,"about_ca_system_score_gemma":0.00050661084,"threshold_uncertainty_score":0.006970048},"labels":[],"label_agreement":null},{"id":"W2980648944","doi":"10.2118/198908-pa","title":"Hydrocarbon-Phase Behaviors in Shale Nanopore/Fracture Model: Multiscale, Multicomponent, and Multiphase","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Nanopore; Oil shale; Nanoporous; Materials science; Macropore; Phase (matter); Work (physics); Hydrocarbon; Volume (thermodynamics); Chemical physics; Petroleum engineering; Chemical engineering; Thermodynamics; Chemistry; Nanotechnology; Geology; Mesoporous material; Organic chemistry","score_opus":0.008926411399545371,"score_gpt":0.25332052199110133,"score_spread":0.24439411059155597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980648944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9488943,0.00087335816,0.038891103,0.00084248866,0.000068478,0.00006218017,0.0004375165,0.00013293633,0.00979763],"genre_scores_gemma":[0.9944965,0.0001815156,0.0024960004,0.00008718429,0.000023549537,0.00005724959,0.00012845777,0.000017747243,0.002511807],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998373,0.000030330775,0.000008202202,0.000033657,0.000036391342,0.000054150332],"domain_scores_gemma":[0.99961984,0.00010086557,0.000088929555,0.000030711843,0.00007844384,0.00008126354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003598447,0.0006161404,0.0007098662,0.00070987706,0.0006789756,0.0008485262,0.0013693841,0.0023712881,0.001298217],"category_scores_gemma":[0.0007604347,0.00043946615,0.001238861,0.00035473367,0.001288947,0.0011363594,0.0008790516,0.00083969993,0.00014077149],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079211044,0.00009520521,0.00335892,0.00006509717,0.000043562686,0.00041429765,0.00006887234,0.9739977,0.0067289104,0.013695874,0.0003987879,0.0010534483],"study_design_scores_gemma":[0.000005298801,0.0000072803923,0.00029970624,0.0000026579862,0.0000037321565,0.000009019179,0.000010788894,0.9987909,0.00012934436,0.0006816977,0.0000537233,0.0000059598074],"about_ca_topic_score_codex":0.030924112,"about_ca_topic_score_gemma":0.011941217,"teacher_disagreement_score":0.030924112,"about_ca_system_score_codex":0.0009412021,"about_ca_system_score_gemma":0.0008677374,"threshold_uncertainty_score":0.06148821},"labels":[],"label_agreement":null},{"id":"W2994418723","doi":"10.2118/199347-pa","title":"The Role of Emulsions in Steam-Assisted-Gravity-Drainage (SAGD) Oil-Production Process: A Review","year":2019,"lang":"en","type":"review","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Steam-assisted gravity drainage; Petroleum engineering; Multiphase flow; Emulsion; Relative permeability; Permeability (electromagnetism); Process (computing); Porous medium; Flow (mathematics); Reservoir simulation; Enhanced oil recovery; Rheology; Steam injection; Flow properties; Viscosity; Oil sands; Porosity; Mechanics; Geology; Materials science; Engineering; Geotechnical engineering; Computer science; Chemistry; Chemical engineering; Physics","score_opus":0.021839444611329473,"score_gpt":0.3195831132261103,"score_spread":0.29774366861478085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994418723","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048483678,0.99859434,0.00019185654,0.0000777611,0.00007273905,0.0000076570595,0.000020648584,0.0000050622093,0.00054512447],"genre_scores_gemma":[0.0018649779,0.99762326,0.0001815112,0.000052885676,0.00007114524,0.000008169441,0.000021947078,0.0000012417703,0.00017484435],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996816,0.000045114335,0.00007404853,0.000076199125,0.00009401971,0.000029075356],"domain_scores_gemma":[0.99914205,0.0004765114,0.00017588929,0.000016009611,0.00016008138,0.000029349038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072050665,0.0010417645,0.0016554286,0.00264408,0.00029331495,0.0013064395,0.00083635055,0.0010328449,0.0017439381],"category_scores_gemma":[0.0010046144,0.00048773087,0.0011602222,0.0028103255,0.00039388525,0.001459173,0.00059361337,0.00078581535,0.000735501],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015715632,0.00021001259,0.0006564857,0.18609267,0.00039809744,0.00048705845,0.00026270084,0.0025226267,0.0068466114,0.00593469,0.010596557,0.7858354],"study_design_scores_gemma":[0.00003082049,0.00062104984,0.0031500328,0.024432713,0.0014315408,0.0017869176,0.00023326745,0.0011314813,0.006374195,0.0024720812,0.95823765,0.00009823357],"about_ca_topic_score_codex":0.0016195463,"about_ca_topic_score_gemma":0.0013499362,"teacher_disagreement_score":0.00264408,"about_ca_system_score_codex":0.00045021667,"about_ca_system_score_gemma":0.0013530814,"threshold_uncertainty_score":0.005834043},"labels":[],"label_agreement":null},{"id":"W2996770948","doi":"10.2118/193615-pa","title":"Tuning Ionic Liquids for Simultaneous Dilution and Demulsification of Water-In-Bitumen Emulsions at Ambient Temperature","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Calgary","funders":"","keywords":"Alkyl; Emulsion; Asphaltene; Ionic liquid; Chemical engineering; Chemistry; Gravimetric analysis; Rheology; Viscosity; Organic chemistry; Chromatography; Materials science; Composite material; Catalysis","score_opus":0.004602123847649258,"score_gpt":0.215703732281369,"score_spread":0.21110160843371972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996770948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98537236,0.0010145277,0.010883302,0.00008474559,0.000033080927,0.00009160132,0.000097109325,0.00020968272,0.0022134823],"genre_scores_gemma":[0.98375005,0.0005801852,0.013851825,0.0000499241,0.000008828841,0.000069447655,0.00008182778,0.000056082,0.0015518761],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982613,0.000019931214,0.000017119006,0.00003092057,0.00007176842,0.000034132532],"domain_scores_gemma":[0.99984086,0.000031759402,0.000049150072,0.000007343855,0.000045230998,0.000025706993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028572543,0.00043977358,0.00018460405,0.00029166663,0.00017457096,0.00035804661,0.00028655204,0.00020613945,0.00062311476],"category_scores_gemma":[0.0003063552,0.00014154532,0.00019036556,0.00018241287,0.00021332991,0.00029340835,0.0003122581,0.00045747744,0.0003065156],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001916341,0.000009238468,0.000056193752,0.000021345631,0.0000012440714,0.000013689047,0.000009700353,0.00007039341,0.9989135,0.000018273879,0.000010070777,0.0008571724],"study_design_scores_gemma":[0.0000034091279,0.000041016083,0.00021506126,0.0000018733768,0.0000040113223,0.000009507126,0.000007303687,0.00050573726,0.9987973,0.0000040892564,0.00040843402,0.000002136988],"about_ca_topic_score_codex":0.0011705909,"about_ca_topic_score_gemma":0.0033095854,"teacher_disagreement_score":0.0011705909,"about_ca_system_score_codex":0.0004269746,"about_ca_system_score_gemma":0.00027666337,"threshold_uncertainty_score":0.0030979514},"labels":[],"label_agreement":null},{"id":"W2996872130","doi":"10.2118/187378-pa","title":"Hydrate-Induced Vibration in an Offshore Pipeline","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GRi Simulations (Canada); Memorial University of Newfoundland","funders":"","keywords":"Flow assurance; Pipeline transport; Submarine pipeline; Multiphase flow; Petroleum engineering; Computational fluid dynamics; Fluent; Subsea; Pipeline (software); Flow (mathematics); Marine engineering; Engineering; Population; Hydrate; Geotechnical engineering; Mechanics; Mechanical engineering","score_opus":0.01285103888813947,"score_gpt":0.24185776406034806,"score_spread":0.2290067251722086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996872130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911179,0.000034174456,0.00759386,0.00003941875,0.0000058183145,0.000009352725,0.000037818187,0.000077405704,0.0010842866],"genre_scores_gemma":[0.99929297,0.000014570682,0.00038633344,0.0000028059446,8.590625e-7,0.000002915882,0.000010614428,0.0000019057898,0.00028705632],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999608,0.0000054371344,0.0000015298396,0.000008442942,0.000013293119,0.0000103832135],"domain_scores_gemma":[0.99996245,0.000014400052,0.000007730341,0.0000035496091,0.000006677209,0.00000523312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010673396,0.00017674617,0.00013632735,0.0001655039,0.00019530638,0.00014875577,0.00015700901,0.00029289213,0.0008128692],"category_scores_gemma":[0.00016123925,0.000085695545,0.00016109295,0.00011254135,0.00033788505,0.00020508704,0.0003061841,0.00013315464,0.00007691487],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059973926,0.00020441429,0.031456597,0.00015910952,0.000028648901,0.004472922,0.00068858324,0.32401612,0.6112875,0.0021568893,0.00059641694,0.024333127],"study_design_scores_gemma":[0.00006236865,0.00081669475,0.052901287,0.000019083685,0.000024924853,0.00083908625,0.0007393073,0.8480091,0.09355682,0.0016734715,0.0013119148,0.000045935903],"about_ca_topic_score_codex":0.0013443987,"about_ca_topic_score_gemma":0.00087340677,"teacher_disagreement_score":0.0013443987,"about_ca_system_score_codex":0.00016689592,"about_ca_system_score_gemma":0.00017853396,"threshold_uncertainty_score":0.002719283},"labels":[],"label_agreement":null},{"id":"W2997902034","doi":"10.2118/199361-pa","title":"Flow-Path Tracking Strategy in a Data-Driven Interwell Numerical Simulation Model for Waterflooding History Matching and Performance Prediction with Infill Wells","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Reservoir simulation; Well control; Infill; Reservoir modeling; Flow (mathematics); Workflow; Path (computing); Computer science; Multiphase flow; Geology; Mathematical optimization; Algorithm; Engineering; Petroleum engineering; Drilling; Mechanics; Mechanical engineering; Mathematics; Structural engineering","score_opus":0.04114042131323443,"score_gpt":0.26932333669290814,"score_spread":0.22818291537967372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997902034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7262482,0.0001279373,0.2616654,0.00051221106,0.000052436248,0.00012458557,0.0008841789,0.00071959273,0.009665469],"genre_scores_gemma":[0.9779313,0.000040387622,0.020472787,0.00002951898,0.0000050856156,0.00011543467,0.00026317913,0.000046274796,0.0010959149],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987197,0.0000308417,0.000009325871,0.000028922248,0.0000324409,0.000026519849],"domain_scores_gemma":[0.9995951,0.00013491116,0.000072471375,0.000044388747,0.000102380516,0.00005085755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003899961,0.0004957672,0.0005030384,0.00040493635,0.0004363317,0.0007235962,0.0011828853,0.0010183249,0.0012756427],"category_scores_gemma":[0.0009776936,0.00040911793,0.0006557395,0.00034759525,0.00057372625,0.0006258305,0.0006924793,0.0006398982,0.00013465967],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000764902,0.0000093551025,0.00067072356,0.0000033853707,0.000002690441,0.000015710719,0.0000082212,0.99781406,0.00038644325,0.00055681827,0.000040831103,0.00048409682],"study_design_scores_gemma":[0.0000020933828,0.0000019911122,0.000048174446,5.390637e-7,6.069128e-7,8.03411e-7,0.000001504954,0.9997155,0.000101336795,0.00009069809,0.00003542715,0.0000013717785],"about_ca_topic_score_codex":0.030651394,"about_ca_topic_score_gemma":0.013465862,"teacher_disagreement_score":0.030651394,"about_ca_system_score_codex":0.0011347467,"about_ca_system_score_gemma":0.001440809,"threshold_uncertainty_score":0.060945988},"labels":[],"label_agreement":null},{"id":"W3000517872","doi":"10.2118/199875-pa","title":"Effect of Particle Size and Surface Properties on the Sandbed Erosion with Water Flow in a Horizontal Pipe","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Turbulence; Particle image velocimetry; Mechanics; Reynolds number; Geotechnical engineering; Shear velocity; Particle (ecology); Flow velocity; Materials science; Turbulence kinetic energy; Particle velocity; Geology; Erosion; Particle size; Flow (mathematics); Physics; Geomorphology","score_opus":0.007693933492976132,"score_gpt":0.18321373144915273,"score_spread":0.17551979795617662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000517872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996106,0.00003118395,0.00025117717,0.0000023469427,0.0000010365229,0.000003744921,0.000012784607,0.0000052338987,0.00008180818],"genre_scores_gemma":[0.999338,0.0000352146,0.00037631116,0.000004293065,0.0000010471421,0.0000046428313,0.00002889134,0.000003610858,0.00020795477],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998362,0.000027889144,0.0000099562985,0.000034037046,0.000054662803,0.00003713465],"domain_scores_gemma":[0.9996427,0.00018135295,0.000081046215,0.000017792814,0.000046529476,0.00003060159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027289486,0.00021580266,0.00026708934,0.00013914722,0.00019601267,0.00032958318,0.00012867148,0.00017034131,0.00064374175],"category_scores_gemma":[0.00049010327,0.00014091426,0.00019053064,0.00011006816,0.00030320283,0.00022311813,0.00014848847,0.00022837904,0.00007379852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034484736,0.00005774536,0.004043744,0.000036142566,0.000007397978,0.000047476988,0.000047057314,0.0005909424,0.9927448,0.000017379738,0.000010957762,0.0020513835],"study_design_scores_gemma":[0.000016996059,0.002306725,0.05034015,0.0000041304756,0.000029960613,0.000035106634,0.00008084445,0.0043591126,0.9425896,0.00001912922,0.00020922454,0.000009080675],"about_ca_topic_score_codex":0.0014707232,"about_ca_topic_score_gemma":0.0012532914,"teacher_disagreement_score":0.0014707232,"about_ca_system_score_codex":0.00023514705,"about_ca_system_score_gemma":0.00015273178,"threshold_uncertainty_score":0.0029243827},"labels":[],"label_agreement":null},{"id":"W3007718192","doi":"10.2118/195253-pa","title":"Application of Flow Diagnostics to Rapid Production Data Integration in Complex Grids and Dual-Permeability Models","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Computer science; Streamlines, streaklines, and pathlines; Computation; Reservoir simulation; Grid; Inverse problem; Algorithm; Tracing; Mathematical optimization; Synthetic data; Computational science; Mathematics; Geology; Engineering; Petroleum engineering; Geometry","score_opus":0.08827761816582146,"score_gpt":0.31015134360752566,"score_spread":0.2218737254417042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007718192","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13368519,0.000121714365,0.8629024,0.00038289558,0.000051684718,0.00004204792,0.0001384786,0.0010812314,0.001594472],"genre_scores_gemma":[0.6974703,0.00008729967,0.30128962,0.000050698938,0.00001994158,0.000057880014,0.00016666926,0.00010540901,0.00075208774],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99971515,0.00008079594,0.000021037682,0.000059442787,0.000097381766,0.000026160526],"domain_scores_gemma":[0.9991652,0.00038687832,0.00012544365,0.00014443269,0.0001378586,0.0000402522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075447466,0.00046493066,0.00043257562,0.00050064357,0.00023105548,0.00090270897,0.00060977903,0.0006802684,0.000826312],"category_scores_gemma":[0.0019511015,0.00028731913,0.00040548373,0.00037460917,0.00058884866,0.0007212758,0.001230962,0.0008812186,0.00014555121],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006423621,0.000058030804,0.0031180936,0.000045672692,0.000019324305,0.0001689889,0.00010392743,0.9272299,0.022170998,0.011694759,0.000598417,0.034727708],"study_design_scores_gemma":[0.000004596584,0.00000872632,0.00014093443,0.0000023271195,0.0000010229238,0.000013078736,0.000006575009,0.99493486,0.0029075947,0.0016148691,0.00036107778,0.000004488503],"about_ca_topic_score_codex":0.0057259887,"about_ca_topic_score_gemma":0.0027385603,"teacher_disagreement_score":0.0057259887,"about_ca_system_score_codex":0.0007548979,"about_ca_system_score_gemma":0.00092673436,"threshold_uncertainty_score":0.011385322},"labels":[],"label_agreement":null},{"id":"W3008385384","doi":"10.2118/199898-pa","title":"Probing Methane Foam Transport in Heterogeneous Porous Media: An Experimental and Numerical Case Study of Permeability-Dependent Rheology and Fluid Diversion at Field Scale","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Porous medium; Rheology; Permeability (electromagnetism); Enhanced oil recovery; Petroleum engineering; Methane; Relative permeability; Materials science; Viscous fingering; Viscosity; Porosity; Reservoir simulation; Geology; Mechanics; Geotechnical engineering; Composite material; Chemistry","score_opus":0.014813821944383904,"score_gpt":0.25389021580474674,"score_spread":0.23907639386036283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008385384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982712,0.000038379967,0.0012765091,0.00002257288,0.0000020399461,0.0000068825407,0.000043278447,0.000027978826,0.00031116],"genre_scores_gemma":[0.998844,0.00002219713,0.0010153052,0.0000025902132,0.0000010448085,0.000005579924,0.000023830607,0.0000020021496,0.000083374434],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998883,0.000018518343,0.0000069653715,0.0000239427,0.00002972137,0.00003262975],"domain_scores_gemma":[0.99964786,0.00018135805,0.000061539475,0.000038986414,0.000047987316,0.000022336231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024526962,0.0002047416,0.0002605849,0.0003036819,0.00029566267,0.00028111888,0.00035793704,0.00042845856,0.0004344557],"category_scores_gemma":[0.000497455,0.00012801295,0.000213487,0.00027818183,0.00055912015,0.00035993438,0.00034865428,0.00037292036,0.000036818452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007953629,0.0010319771,0.030144328,0.00028348455,0.00005265734,0.0013372599,0.0003683516,0.27428728,0.67027473,0.0028918663,0.00035695225,0.01817578],"study_design_scores_gemma":[0.00006172382,0.00074850646,0.011732728,0.000011389538,0.000024937868,0.00013037954,0.00023541956,0.77622634,0.20983504,0.00042771135,0.0005314158,0.00003448621],"about_ca_topic_score_codex":0.0040023876,"about_ca_topic_score_gemma":0.0025327068,"teacher_disagreement_score":0.0040023876,"about_ca_system_score_codex":0.00033991988,"about_ca_system_score_gemma":0.00017560202,"threshold_uncertainty_score":0.007958174},"labels":[],"label_agreement":null},{"id":"W3009218451","doi":"10.2118/194384-pa","title":"A New Mechanistic Model To Predict Boosting Pressure of Electrical Submersible Pumps Under High-Viscosity Fluid Flow with Validations by Experimental Data","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Impeller; Artificial lift; Lift (data mining); Volumetric flow rate; Mechanics; Flow (mathematics); Fluid dynamics; Submersible pump; Computational fluid dynamics; Centrifugal pump; Petroleum engineering; Flow velocity; Viscosity; Mechanical engineering; Computer science; Engineering; Thermodynamics; Physics","score_opus":0.017211486260630238,"score_gpt":0.23960073996435488,"score_spread":0.22238925370372464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009218451","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17097114,0.0007640908,0.8139653,0.00048570742,0.00010930392,0.0003420424,0.0012253413,0.0013061853,0.010830825],"genre_scores_gemma":[0.9720445,0.00055936916,0.021464637,0.00007699512,0.000033402936,0.0005791566,0.0005082754,0.00007404012,0.0046596406],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993968,0.00009811457,0.00005198446,0.00014174572,0.00023623015,0.000075113574],"domain_scores_gemma":[0.9991173,0.00039416313,0.00013991886,0.00007244703,0.00025013505,0.000026018575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001496156,0.0011912851,0.0007588906,0.0015632184,0.0005675964,0.0011918145,0.0023461438,0.0020829341,0.0021883233],"category_scores_gemma":[0.0019340734,0.00071667926,0.0015727977,0.00067721226,0.0006752457,0.001851358,0.00075254164,0.001004669,0.0006515451],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033100838,0.00008642099,0.0021122454,0.00008355849,0.000024819534,0.00009670969,0.00004111859,0.9803688,0.005064194,0.0026842188,0.000403771,0.009001028],"study_design_scores_gemma":[0.0000052609835,0.00002456138,0.00046988603,0.0000048097577,0.000008486882,0.000019788544,0.000004427569,0.9975424,0.00097120047,0.0005482816,0.00039359345,0.000007271125],"about_ca_topic_score_codex":0.006396698,"about_ca_topic_score_gemma":0.0026649158,"teacher_disagreement_score":0.006396698,"about_ca_system_score_codex":0.0010035938,"about_ca_system_score_gemma":0.0013617987,"threshold_uncertainty_score":0.012718976},"labels":[],"label_agreement":null},{"id":"W3010542466","doi":"10.2118/201096-pa","title":"Leakage Prevention and Real-Time Internal Detection in Pipelines Using a Built-In Wireless Information and Communication Network","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Pipeline transport; Leakage (economics); Wireless; Pipeline (software); Leak; Computer science; Wireless network; Embedding; Real-time computing; Petroleum engineering; Engineering; Telecommunications; Artificial intelligence; Mechanical engineering","score_opus":0.014623089438689412,"score_gpt":0.24585789633011051,"score_spread":0.2312348068914211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010542466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8452859,0.00025274538,0.14875415,0.0003759268,0.000082286606,0.000088520326,0.00019174643,0.0015501473,0.0034184468],"genre_scores_gemma":[0.98681855,0.000057914156,0.011933428,0.000031728894,0.0000051116253,0.00002416389,0.000041721287,0.000012510073,0.0010748958],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975413,0.000049798015,0.000010721023,0.00005582003,0.000086281376,0.00004324843],"domain_scores_gemma":[0.9997632,0.00004828161,0.000060383965,0.000027185304,0.00008190522,0.000018993991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024412619,0.0002528698,0.00022675822,0.00024949547,0.00027984442,0.00026120027,0.00047417785,0.0002749835,0.0010891363],"category_scores_gemma":[0.0003640788,0.00014682487,0.00013799475,0.00020327691,0.00033420275,0.00066799886,0.0003860627,0.00019791756,0.00020337848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066971773,0.00016771341,0.0061023147,0.00019924004,0.000023842214,0.00022153757,0.00012064563,0.011871522,0.93461144,0.0008051046,0.0011184787,0.044088434],"study_design_scores_gemma":[0.000044804812,0.0015577566,0.009457296,0.00002398215,0.000033789463,0.00024426403,0.0001031097,0.16806121,0.81541693,0.0003995722,0.004614356,0.000042947115],"about_ca_topic_score_codex":0.00075391517,"about_ca_topic_score_gemma":0.0008226928,"teacher_disagreement_score":0.0010891363,"about_ca_system_score_codex":0.00039323804,"about_ca_system_score_gemma":0.00030165853,"threshold_uncertainty_score":0.0036435127},"labels":[],"label_agreement":null},{"id":"W3011058668","doi":"10.2118/201093-pa","title":"A Novel Analytical Fracture-Permeability Model Dependent on Both Fracture Width and Proppant-Pack Properties","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Permeability (electromagnetism); Darcy's law; Shear (geology); Porosity; Fracture (geology); Materials science; Mechanics; Porous medium; Composite material; Geotechnical engineering; Geology; Chemistry; Physics","score_opus":0.025669690155342584,"score_gpt":0.22779856797803041,"score_spread":0.20212887782268782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011058668","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10132808,0.0007701719,0.8827721,0.0003687179,0.00007408793,0.000090415626,0.00030999162,0.00045180702,0.0138346115],"genre_scores_gemma":[0.9517246,0.00071832014,0.03627786,0.000096476026,0.00004151627,0.00025268586,0.00021700462,0.0000984055,0.010573183],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979335,0.000031534502,0.000011147729,0.000053351494,0.00007188333,0.00003870791],"domain_scores_gemma":[0.999729,0.00007966809,0.000060232254,0.000027242975,0.00008874582,0.000015145469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003001493,0.00063997076,0.00065778906,0.00076606276,0.00038159918,0.0006402062,0.0019589085,0.0014315704,0.001153504],"category_scores_gemma":[0.00082354585,0.00044506288,0.0008878367,0.0005208354,0.0007661822,0.001262247,0.00054127537,0.00066715485,0.00041496276],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003491131,0.000044938857,0.0007291067,0.000076998396,0.000016734393,0.00021961406,0.00006449121,0.96322215,0.014257957,0.014358249,0.00042705983,0.006547664],"study_design_scores_gemma":[0.000001939649,0.000004778807,0.0000806833,0.0000029793334,0.000003202876,0.000023001492,0.0000044317576,0.997894,0.00058837567,0.0011524633,0.00024021309,0.0000040332993],"about_ca_topic_score_codex":0.0058555314,"about_ca_topic_score_gemma":0.0038531173,"teacher_disagreement_score":0.0058555314,"about_ca_system_score_codex":0.0009460769,"about_ca_system_score_gemma":0.0009179155,"threshold_uncertainty_score":0.011642873},"labels":[],"label_agreement":null},{"id":"W3014476900","doi":"10.2118/189787-pa","title":"Effects of Entrained Hydrocarbon and Organic-Matter Components on Reservoir Quality of Organic-Rich Shales: Implications for “Sweet Spot” Identification and Enhanced-Oil-Recovery Applications in the Duvernay Formation (Canada)","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada; Encana (Canada); University of Calgary","funders":"","keywords":"Petroleum engineering; Hydrocarbon; Geology; Identification (biology); Organic matter; Quality (philosophy); Geochemistry; Environmental science; Chemistry; Organic chemistry","score_opus":0.015688375653568835,"score_gpt":0.24013402551181637,"score_spread":0.22444564985824753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014476900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99881697,0.000041781666,0.000309936,0.000015809017,0.0000010148012,0.000018481893,0.00036834882,0.000012913199,0.00041466404],"genre_scores_gemma":[0.99713147,0.00008137626,0.0015107394,0.000028400384,7.514728e-7,0.000017500273,0.0004944853,0.000014138027,0.0007211343],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99953973,0.000021581294,0.000022037315,0.00008417191,0.00023298086,0.000099508354],"domain_scores_gemma":[0.99960846,0.000035284716,0.000040836047,0.00001780276,0.00025297794,0.00004459998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042534902,0.0002965545,0.0003971529,0.00058098807,0.0012336757,0.0009995864,0.00044427023,0.0002904141,0.00058858213],"category_scores_gemma":[0.0003822179,0.0002241204,0.0003303095,0.0006535969,0.0007214067,0.0002680396,0.0004375327,0.00037262135,0.000117840296],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005192375,0.000169959,0.24116702,0.00014217585,0.00011618683,0.00043243755,0.0012548813,0.003310507,0.740824,0.00023855956,0.0002976562,0.01152726],"study_design_scores_gemma":[0.000019263573,0.00023693572,0.748518,0.000019103147,0.00006013959,0.00013030972,0.001973953,0.0060140453,0.24101576,0.00004559159,0.0019261222,0.00004077126],"about_ca_topic_score_codex":0.69487756,"about_ca_topic_score_gemma":0.8585536,"teacher_disagreement_score":0.30512244,"about_ca_system_score_codex":0.0039026705,"about_ca_system_score_gemma":0.0035574432,"threshold_uncertainty_score":0.6138387},"labels":[],"label_agreement":null},{"id":"W3016994559","doi":"10.2118/193196-pa","title":"Smartwater Effects on Wettability, Adhesion, and Oil Liberation in Carbonates","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Wetting; Contact angle; Carbonate; Imbibition; Salinity; Mineralogy; Calcium carbonate; Chemical engineering; Chemistry; Enhanced oil recovery; Adhesion; Geology; Petroleum engineering; Organic chemistry","score_opus":0.006426998813022141,"score_gpt":0.2035975612111838,"score_spread":0.19717056239816166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016994559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988501,0.00017805747,0.00052797975,0.000013604615,0.0000045448055,0.000008816596,0.000077655975,0.00001479719,0.00032442185],"genre_scores_gemma":[0.99774265,0.0002709542,0.0013391892,0.000018294631,0.0000030549263,0.000015000781,0.00010216984,0.000010611107,0.0004981125],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983716,0.000012262372,0.0000145321155,0.00003182781,0.000071898074,0.000032334512],"domain_scores_gemma":[0.9998223,0.000043863078,0.000052611707,0.000012276126,0.000043371492,0.000025596872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018945096,0.00029189666,0.00022467307,0.00020903352,0.00013637233,0.00024049632,0.00021045782,0.00015979075,0.0009394282],"category_scores_gemma":[0.00040031195,0.00013723943,0.00022669099,0.00019966248,0.0002007299,0.00029326516,0.00033115895,0.00038342117,0.000096024814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029262177,0.000005749773,0.0002923608,0.000033065262,0.0000029739447,0.000013845151,0.000016901393,0.000037058824,0.9988324,0.000009796938,0.0000055726164,0.00072094833],"study_design_scores_gemma":[0.0000040386008,0.00012282807,0.003239316,0.0000023173006,0.0000057140223,0.000018851753,0.00003227661,0.0005727706,0.995669,0.000006481174,0.0003222895,0.000004104594],"about_ca_topic_score_codex":0.0015445828,"about_ca_topic_score_gemma":0.0026643341,"teacher_disagreement_score":0.0015445828,"about_ca_system_score_codex":0.00018281439,"about_ca_system_score_gemma":0.00013825105,"threshold_uncertainty_score":0.0031427145},"labels":[],"label_agreement":null},{"id":"W3018438389","doi":"10.2118/201095-pa","title":"Rigorous Estimation of the Initial Conditions of Flowback Using a Coupled Hydraulic-Fracture/Dynamic-Drainage-Area Leakoff Model Constrained by Laboratory Geomechanical Data","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hydraulic fracturing; Petroleum engineering; Geology; Permeability (electromagnetism); Fracture (geology); Well stimulation; Drainage; Geotechnical engineering; Fracturing fluid; Oil shale; Hydraulic conductivity; Reservoir engineering; Soil science; Petroleum","score_opus":0.02596835299104566,"score_gpt":0.276321960224973,"score_spread":0.25035360723392736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018438389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66184044,0.00011247487,0.3311937,0.00018775949,0.000013344504,0.00012058785,0.00034338835,0.00031138968,0.0058769546],"genre_scores_gemma":[0.9930971,0.00003001349,0.0055850307,0.000012600093,0.0000022804213,0.00006867196,0.00006092882,0.00002348928,0.0011199608],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998367,0.000035285168,0.000009639825,0.000046586993,0.000033444587,0.00003823424],"domain_scores_gemma":[0.9993612,0.0003567536,0.00011012058,0.000035086556,0.00010458093,0.00003231361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063975825,0.00044153922,0.0005293649,0.00035480162,0.00031105918,0.000771244,0.00078345777,0.0008482004,0.0008668033],"category_scores_gemma":[0.0017544307,0.00043171796,0.0006131302,0.00016092714,0.0009778668,0.00053529994,0.00063464907,0.0006807107,0.00009246935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013307743,0.0000134839365,0.00060796895,0.000008123944,0.0000032092034,0.000022496675,0.000011822816,0.99617624,0.0017146983,0.00080530666,0.00002568307,0.00059765746],"study_design_scores_gemma":[0.0000021809165,0.0000041147678,0.00013044501,0.0000010024081,0.0000011613499,0.0000018203585,0.000003873315,0.99940646,0.00028098893,0.00014114562,0.000024571866,0.0000022583738],"about_ca_topic_score_codex":0.029946787,"about_ca_topic_score_gemma":0.009460898,"teacher_disagreement_score":0.029946787,"about_ca_system_score_codex":0.0014598832,"about_ca_system_score_gemma":0.001541443,"threshold_uncertainty_score":0.05954492},"labels":[],"label_agreement":null},{"id":"W3019116007","doi":"10.2118/200490-pa","title":"A Tangent-Line Approach for Effective Density Used in the Ideal Mixing Rule: Part II—Evaluation of Mixing Characteristics of Oil/Gas Systems and Application Criteria","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Mixing (physics); Tangent; Fraction (chemistry); Line (geometry); Asphalt; Ideal (ethics); Thermodynamics; Chemistry; Materials science; Mathematics; Physics; Geometry; Chromatography; Quantum mechanics; Composite material","score_opus":0.029588491297409873,"score_gpt":0.2735417751274646,"score_spread":0.2439532838300547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019116007","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07508698,0.00031322034,0.92122334,0.0000652646,0.00002325701,0.000090701,0.00008156574,0.00035769233,0.002757893],"genre_scores_gemma":[0.76786554,0.00034745983,0.22907029,0.000061541636,0.000030689447,0.00017112384,0.00026279018,0.00017544007,0.0020151783],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986143,0.00042067107,0.00010428722,0.00021362543,0.0005514698,0.00009571029],"domain_scores_gemma":[0.9975036,0.0010769893,0.0002688255,0.00024042478,0.00083136105,0.00007885184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002885914,0.0008586797,0.000686316,0.0019487194,0.00037980775,0.0011832251,0.001269448,0.0006470491,0.0013326057],"category_scores_gemma":[0.006941254,0.00027689926,0.0008025308,0.00072583836,0.00094005314,0.0017528129,0.00089271937,0.0008504875,0.0004558192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003136356,0.00020231749,0.008168125,0.0003661495,0.00007779485,0.00039958494,0.00022431396,0.7593589,0.049722493,0.057166632,0.0011536804,0.122846365],"study_design_scores_gemma":[0.000002821965,0.00003049586,0.00036051942,0.0000075798,0.0000050467656,0.00003543585,0.000013511293,0.9892607,0.007372778,0.0025592307,0.00033944883,0.000012335115],"about_ca_topic_score_codex":0.0023476735,"about_ca_topic_score_gemma":0.00075348886,"teacher_disagreement_score":0.002885914,"about_ca_system_score_codex":0.0008474091,"about_ca_system_score_gemma":0.0006361903,"threshold_uncertainty_score":0.015262306},"labels":[],"label_agreement":null},{"id":"W3020998587","doi":"10.2118/198574-pa","title":"Microscale Interactions of Surfactant and Polymer Chemicals at Crude Oil/Water Interface for Enhanced Oil Recovery","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microscale chemistry; Surface tension; Pulmonary surfactant; Rheometer; Chemical engineering; Viscoelasticity; Enhanced oil recovery; Materials science; Polymer; Rheology; Brine; Elastic modulus; Composite material; Chemistry; Organic chemistry; Thermodynamics","score_opus":0.010617555115497649,"score_gpt":0.24539879463532288,"score_spread":0.23478123951982524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020998587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99195474,0.0009773541,0.0060004704,0.000051273466,0.000010719056,0.000029861121,0.0001352362,0.000085521366,0.0007549016],"genre_scores_gemma":[0.9939049,0.0005440617,0.0047309157,0.000030902815,0.000005211767,0.00004153917,0.00009510343,0.000014931001,0.0006324889],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976295,0.000020000938,0.00002108607,0.00004653707,0.00009498352,0.00005447541],"domain_scores_gemma":[0.99986315,0.00003174267,0.000046956757,0.0000093587005,0.000034583616,0.000014208065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021745423,0.0002831314,0.00027660743,0.00024087909,0.000148724,0.00029489555,0.0002179869,0.00021283358,0.0008390953],"category_scores_gemma":[0.00019947239,0.00014970587,0.00025343025,0.0002518407,0.00017309464,0.00042885778,0.00031514774,0.0005719289,0.00022013046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016333337,0.000010223989,0.000099353245,0.000023601347,0.0000020409714,0.000009803701,0.000005457216,0.000072575065,0.99913114,0.000017812274,0.000006440783,0.0006053229],"study_design_scores_gemma":[0.0000018679469,0.000051857707,0.0007838877,0.0000014624509,0.000004049877,0.000008725588,0.000012377316,0.0008082586,0.99816054,0.0000075477747,0.00015732016,0.000002027034],"about_ca_topic_score_codex":0.00095899054,"about_ca_topic_score_gemma":0.0021318204,"teacher_disagreement_score":0.00095899054,"about_ca_system_score_codex":0.0002789845,"about_ca_system_score_gemma":0.00019990308,"threshold_uncertainty_score":0.0028070211},"labels":[],"label_agreement":null},{"id":"W3022293870","doi":"10.2118/201112-pa","title":"Extensional Effects during Viscoelastic Polymer Flooding: Understanding Unresolved Challenges","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Viscoelasticity; Extensional viscosity; Rheology; Materials science; Rheometer; Capillary action; Viscosity; Extensional definition; Enhanced oil recovery; Residual oil; Polymer; Composite material; Geology; Petroleum engineering","score_opus":0.0364271279811365,"score_gpt":0.21870925533658314,"score_spread":0.18228212735544663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022293870","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8996402,0.031459514,0.06282873,0.001254686,0.000083773186,0.000056261535,0.00013234752,0.00022969693,0.004314763],"genre_scores_gemma":[0.9841876,0.010194655,0.0046089594,0.00012774918,0.000064860884,0.000028617242,0.00006490829,0.000019670968,0.0007030394],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997745,0.000026769421,0.000015822105,0.000059177866,0.000080799735,0.000042897973],"domain_scores_gemma":[0.9992268,0.0003038376,0.00023654816,0.00006488118,0.00012982923,0.00003801813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007061559,0.00039103453,0.00042868202,0.0006591487,0.00020337828,0.00048337883,0.0005535605,0.00045281393,0.00058883295],"category_scores_gemma":[0.0011614845,0.00023634687,0.00023527352,0.00044355195,0.00074973895,0.002710465,0.00067976903,0.0009635584,0.0001458285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018082635,0.0001285238,0.009685871,0.0017227685,0.000048035727,0.0011376087,0.0011804601,0.013216367,0.8726381,0.009233032,0.00053427345,0.090294175],"study_design_scores_gemma":[0.000022055554,0.0007273959,0.04276803,0.0005162259,0.00013454386,0.0014859325,0.0015237527,0.1899737,0.7082322,0.03127438,0.023138352,0.00020330053],"about_ca_topic_score_codex":0.00046311272,"about_ca_topic_score_gemma":0.00032271113,"teacher_disagreement_score":0.0007061559,"about_ca_system_score_codex":0.00025270082,"about_ca_system_score_gemma":0.00023084455,"threshold_uncertainty_score":0.003734529},"labels":[],"label_agreement":null},{"id":"W3022729056","doi":"10.2118/199340-pa","title":"A Tangent-Line Approach for Effective Density Used in Ideal Mixing Rule: Part I—Prediction of Density for Heavy-Oil/Bitumen Associated Systems","year":2019,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Asphalt; Extrapolation; Methane; Mixing (physics); Ideal solution; Tangent; Solvent; Ideal (ethics); Thermodynamics; Chemistry; Materials science; Organic chemistry; Mathematics; Physics; Statistics","score_opus":0.0138535376789933,"score_gpt":0.2237940605297836,"score_spread":0.2099405228507903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022729056","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07702799,0.0004600398,0.9188022,0.00010722989,0.00003960558,0.00008353048,0.0002345818,0.0006362847,0.002608459],"genre_scores_gemma":[0.7689794,0.0006380514,0.22698091,0.00009093729,0.000054066273,0.00021114635,0.0005428511,0.00022611603,0.0022765694],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995597,0.00010559164,0.0000405667,0.00008407804,0.00016573016,0.000044352942],"domain_scores_gemma":[0.99919444,0.00030172852,0.000103762315,0.00011266419,0.000244676,0.00004278604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012162344,0.0006818072,0.00066031434,0.0010496465,0.00038279462,0.00072372076,0.0013223675,0.00054014544,0.0011658897],"category_scores_gemma":[0.002693877,0.00034008792,0.000719328,0.00060231594,0.00056954246,0.001316569,0.000557258,0.00085880654,0.00057536334],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006475458,0.000098366,0.0039814836,0.00014912989,0.0000316316,0.00025800063,0.00009809845,0.89902335,0.015508809,0.033148713,0.0010116191,0.04662608],"study_design_scores_gemma":[9.404979e-7,0.000006114998,0.00010912339,0.0000029474247,0.000001375655,0.000006590819,0.0000032930043,0.9968374,0.0010058255,0.001831272,0.0001914171,0.000003672729],"about_ca_topic_score_codex":0.004031532,"about_ca_topic_score_gemma":0.0014553006,"teacher_disagreement_score":0.004031532,"about_ca_system_score_codex":0.0005471248,"about_ca_system_score_gemma":0.00082895823,"threshold_uncertainty_score":0.008016169},"labels":[],"label_agreement":null},{"id":"W3028358288","doi":"10.2118/195968-pa","title":"Geomechanical Characterization of Inclined Heterolithic Stratification Lithosome and Its Permeability Evolution under SAGD Stress Paths","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Compressibility; Geotechnical engineering; Geology; Permeability (electromagnetism); Modulus; Consolidation (business); Shearing (physics); Isotropy; Materials science; Mechanics; Composite material; Chemistry","score_opus":0.014456040037534377,"score_gpt":0.22332790153940343,"score_spread":0.20887186150186907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028358288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991602,0.00003113953,0.0002690302,0.0000053850154,0.0000011299345,0.0000041389117,0.00013473174,0.000008219567,0.0003861972],"genre_scores_gemma":[0.9993741,0.00002556937,0.00020950142,0.0000041831986,8.551252e-7,0.0000039466076,0.00009702359,0.0000026579635,0.000282195],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999436,0.000002815776,0.0000046734176,0.000013129619,0.000021905866,0.000013895124],"domain_scores_gemma":[0.9999019,0.000009276404,0.000026680971,0.000007702124,0.00003300349,0.000021354408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008753279,0.00015479673,0.00013198395,0.0006196508,0.00025401104,0.00030299334,0.00013337511,0.00016306835,0.0010671954],"category_scores_gemma":[0.00013449592,0.00014311147,0.00009500798,0.0004109968,0.00044498884,0.00018905685,0.00021007028,0.0001566809,0.00010054713],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014416111,0.000027498103,0.058553766,0.00007866277,0.000013035596,0.00042399808,0.0004424904,0.0012788203,0.9332898,0.00017388024,0.00005352505,0.0055202665],"study_design_scores_gemma":[0.000009827821,0.00019577706,0.761051,0.000019505516,0.000029352459,0.0005433746,0.0017533657,0.0072721415,0.2269885,0.00016101063,0.0019476519,0.000028429225],"about_ca_topic_score_codex":0.004580247,"about_ca_topic_score_gemma":0.008978633,"teacher_disagreement_score":0.004580247,"about_ca_system_score_codex":0.00024621948,"about_ca_system_score_gemma":0.00016762924,"threshold_uncertainty_score":0.0091071725},"labels":[],"label_agreement":null},{"id":"W3036953230","doi":"10.2118/198683-pa","title":"Quantifying the Impact of 2D and 3D Fractures on Permeability in Wellbore Cement after Uniaxial Compressive Loading","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cement; Compressive strength; Materials science; Composite material; Permeability (electromagnetism); Fracture (geology); Scanning electron microscope; Chemistry","score_opus":0.019928076951608215,"score_gpt":0.2673702450159142,"score_spread":0.247442168064306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036953230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99170727,0.0001513796,0.0074694534,0.000015408516,0.000004888532,0.000017676046,0.0002000245,0.000116450494,0.0003175315],"genre_scores_gemma":[0.99662673,0.000052051415,0.0030753477,0.00000576628,8.680561e-7,0.000011667272,0.000071471586,0.000013079704,0.00014309984],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997634,0.000015409938,0.000015929609,0.000037364553,0.0001310532,0.000036735557],"domain_scores_gemma":[0.99956983,0.00015451871,0.000115611794,0.00004406127,0.000080463265,0.000035565954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003431763,0.0004068323,0.0002234758,0.0005319022,0.00024191709,0.00045412107,0.00024574384,0.00055189815,0.0010178786],"category_scores_gemma":[0.000570126,0.00036167694,0.0002796609,0.00029969375,0.0005206944,0.00045348084,0.00029675866,0.0004160217,0.000100798745],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027012615,0.00006797233,0.016146038,0.00010466334,0.000026746035,0.00028463747,0.00016683305,0.047762595,0.9265995,0.00019365658,0.00007395882,0.008303384],"study_design_scores_gemma":[0.000016505066,0.0004051176,0.11463769,0.000021218446,0.0000596117,0.00041439338,0.0003557734,0.19296326,0.6899033,0.00033012242,0.00081351923,0.000079414785],"about_ca_topic_score_codex":0.0025000528,"about_ca_topic_score_gemma":0.0062977425,"teacher_disagreement_score":0.0025000528,"about_ca_system_score_codex":0.00045996445,"about_ca_system_score_gemma":0.00030273345,"threshold_uncertainty_score":0.0049710274},"labels":[],"label_agreement":null},{"id":"W3039570671","doi":"10.2118/200251-pa","title":"Microscale Effects of Polymer on Wettability Alteration in Carbonates","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Contact angle; Wetting; Polymer; Chemical engineering; Materials science; Carbonate; Microscale chemistry; Composite material","score_opus":0.004540148531510601,"score_gpt":0.20703835385017427,"score_spread":0.20249820531866367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039570671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964914,0.00040844994,0.0018993971,0.000025200578,0.000010664614,0.000023346365,0.00013478642,0.000040527848,0.00096629537],"genre_scores_gemma":[0.996958,0.00042042736,0.0017601874,0.000026622341,0.0000058137584,0.000026815105,0.00011524342,0.000014982582,0.0006719756],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985147,0.000012623662,0.000011289691,0.000037233593,0.00005584181,0.000031484225],"domain_scores_gemma":[0.9997948,0.00006641306,0.000067317786,0.00001282393,0.000034629036,0.0000239939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014347013,0.0002471431,0.00012541152,0.00018463575,0.00010250364,0.00023542048,0.00012762634,0.00013106591,0.0011466111],"category_scores_gemma":[0.00031990765,0.0001283268,0.00017709787,0.00016871387,0.00020778124,0.00028715204,0.00020572593,0.00035924264,0.00014251172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016521577,0.000007105923,0.00014780337,0.000026452239,0.0000022657853,0.000011472781,0.000009190058,0.000037682472,0.998963,0.0000110532455,0.0000067620376,0.0007606669],"study_design_scores_gemma":[0.0000020566365,0.00012885689,0.00395231,0.0000027456533,0.0000048133334,0.000018250972,0.000016530701,0.00040784891,0.99506927,0.000009026093,0.00038514106,0.000003104596],"about_ca_topic_score_codex":0.0006199462,"about_ca_topic_score_gemma":0.001094435,"teacher_disagreement_score":0.0011466111,"about_ca_system_score_codex":0.00018014958,"about_ca_system_score_gemma":0.00013945071,"threshold_uncertainty_score":0.0038357973},"labels":[],"label_agreement":null},{"id":"W3040079339","doi":"10.2118/196104-pa","title":"A New Generalized Model for Predicting the Drag Coefficient and the Settling Velocity of Rigid Spheres in Viscoplastic Fluids","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Settling; Viscoplasticity; Mechanics; Drag coefficient; Reynolds number; Rheology; Drag; SPHERES; Newtonian fluid; Classical mechanics; Materials science; Physics; Thermodynamics; Constitutive equation; Turbulence","score_opus":0.014709016669427219,"score_gpt":0.23528446500108238,"score_spread":0.22057544833165516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040079339","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07924374,0.0006260215,0.9152992,0.00022853828,0.000106941756,0.0001267685,0.00027225193,0.00036927327,0.0037273606],"genre_scores_gemma":[0.85818076,0.0009217389,0.12367107,0.00024157103,0.000114643895,0.00051812397,0.0005369279,0.00021393293,0.015601245],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961424,0.00008577021,0.000022210626,0.0000945968,0.0001305356,0.000052699877],"domain_scores_gemma":[0.9996014,0.00012669628,0.00006657447,0.000047439073,0.00013304768,0.000024754161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080871524,0.0009515012,0.0010332764,0.0007643244,0.00039488645,0.0007758241,0.0021104228,0.0015771278,0.0007378114],"category_scores_gemma":[0.0013557568,0.0005106783,0.001243217,0.00062698184,0.00057707244,0.0011217699,0.00073691504,0.001051417,0.00045509523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014852848,0.000015920865,0.0004417196,0.000037659556,0.000018648165,0.00007009023,0.0000319804,0.98171026,0.0063952045,0.0064442847,0.00025535698,0.00456404],"study_design_scores_gemma":[0.0000013583734,0.0000063934276,0.000072207986,0.0000013863452,0.0000024555993,0.000005515723,0.0000013468131,0.9988176,0.0003128297,0.00059466844,0.00018038946,0.000003854677],"about_ca_topic_score_codex":0.017401353,"about_ca_topic_score_gemma":0.012830964,"teacher_disagreement_score":0.017401353,"about_ca_system_score_codex":0.0013076601,"about_ca_system_score_gemma":0.0016596365,"threshold_uncertainty_score":0.03460008},"labels":[],"label_agreement":null},{"id":"W3040492384","doi":"10.2118/201240-pa","title":"Quantification of Phase Behavior for Solvent/Heavy-Oil/Water Systems at High Pressures and Elevated Temperatures with Dynamic Volume Analysis","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Volume (thermodynamics); Solvent; Phase (matter); Thermodynamics; Chemistry; Propane; Enhanced oil recovery; Vapor pressure; Analytical Chemistry (journal); Materials science; Petroleum engineering; Chromatography; Organic chemistry; Geology","score_opus":0.01076111856113285,"score_gpt":0.24015032256079585,"score_spread":0.229389203999663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040492384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95782024,0.0009168466,0.03680016,0.00005861411,0.000032210857,0.00006846001,0.0007607118,0.00054101716,0.0030017265],"genre_scores_gemma":[0.9886967,0.00036245293,0.0096333595,0.000020333986,0.000012541605,0.00010313557,0.00034200793,0.000049144535,0.0007803736],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995969,0.000030670217,0.000018452189,0.000084783474,0.00022070305,0.000048546797],"domain_scores_gemma":[0.9997415,0.000080237376,0.000059768772,0.000021966845,0.00007999806,0.000016537984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002394411,0.00038082147,0.0002232818,0.0010207318,0.00028195314,0.0002837735,0.00035157803,0.00021783271,0.0014345004],"category_scores_gemma":[0.00045037482,0.00019427149,0.00021116815,0.00065311586,0.00042632286,0.0005568187,0.00049040304,0.00058532204,0.00029614507],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058957376,0.000015029393,0.0010749482,0.0000573891,0.000006591252,0.000035418056,0.00006069873,0.0005328293,0.9910948,0.00021313042,0.000050737704,0.006799369],"study_design_scores_gemma":[0.0000031532197,0.00007126389,0.0034076036,0.000004630157,0.0000064674446,0.000043983317,0.000047845086,0.007323339,0.9880944,0.00011408209,0.0008718691,0.00001131895],"about_ca_topic_score_codex":0.000756674,"about_ca_topic_score_gemma":0.00077363476,"teacher_disagreement_score":0.0014345004,"about_ca_system_score_codex":0.00030829897,"about_ca_system_score_gemma":0.00015113961,"threshold_uncertainty_score":0.004798889},"labels":[],"label_agreement":null},{"id":"W3044332545","doi":"10.2118/196097-pa","title":"Microemulsion Formulations with Tunable Displacement Mechanisms for Heavy Oil Reservoirs","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Dodecylbenzene; Chemistry; Pulmonary surfactant; Salt (chemistry); Enhanced oil recovery; Surface tension; Microemulsion; Base (topology); Sodium; Oil in place; Asphaltene; Sulfonic acid; Salinity; Sulfonate; Chromatography; Chemical engineering; Organic chemistry; Petroleum; Geology","score_opus":0.01418212600210219,"score_gpt":0.23413727871198373,"score_spread":0.21995515270988153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044332545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97140616,0.001993188,0.023817897,0.00019275429,0.000052501466,0.00012939185,0.00020503449,0.00021462649,0.001988454],"genre_scores_gemma":[0.9688422,0.0014056035,0.027293308,0.00007979546,0.000017724285,0.00012395365,0.00017222889,0.000051010487,0.002014203],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998996,0.000013416133,0.000010494742,0.000021049489,0.0000339328,0.00002149231],"domain_scores_gemma":[0.9998791,0.000026929552,0.000038703627,0.0000055506275,0.000032368698,0.000017171127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021533406,0.00038376983,0.00018990853,0.00021334863,0.00011388268,0.00025771654,0.0002537484,0.00026518857,0.00049947575],"category_scores_gemma":[0.00024934637,0.0001451688,0.00023466996,0.0001244097,0.00017451488,0.0004856421,0.00030112607,0.00054755027,0.00024449913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011967479,0.000008358616,0.00002667263,0.000041844803,0.0000019707163,0.000017609384,0.000008946899,0.0000889543,0.99884975,0.00006642449,0.000020844818,0.0008565273],"study_design_scores_gemma":[0.0000057115294,0.00009311829,0.00013014254,0.000004310006,0.0000066441366,0.000022125801,0.000009080834,0.0008495765,0.99769586,0.000017138731,0.0011623872,0.000003897726],"about_ca_topic_score_codex":0.00039807113,"about_ca_topic_score_gemma":0.0009020151,"teacher_disagreement_score":0.00049947575,"about_ca_system_score_codex":0.00027946633,"about_ca_system_score_gemma":0.00019398774,"threshold_uncertainty_score":0.0020276904},"labels":[],"label_agreement":null},{"id":"W3044978814","doi":"10.2118/201244-pa","title":"Review of Temperature Dependence of Thermal Properties in Steam-Assisted Gravity-Drainage Process: Mathematical Formulation","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thermal conductivity; Steam-assisted gravity drainage; Heat capacity; Petroleum engineering; Heat transfer; Thermal; Asphalt; Thermodynamics; Steam injection; Thermal conduction; Dimensionless quantity; Thermal reservoir; Volumetric heat capacity; Oil sands; Mechanics; Materials science; Geology; Heat transfer coefficient; Composite material; Heat spreader","score_opus":0.020496427386793945,"score_gpt":0.2577296609765146,"score_spread":0.23723323358972068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044978814","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010520326,0.74890375,0.2196427,0.0008681483,0.0009336889,0.000119604956,0.00054603926,0.0002195571,0.018246135],"genre_scores_gemma":[0.112785235,0.8329166,0.038777422,0.00035910634,0.0015341229,0.00038083593,0.0005485824,0.0001558518,0.01254224],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99966335,0.000056704896,0.000051112656,0.00009505353,0.000106431355,0.000027345797],"domain_scores_gemma":[0.99944896,0.00031842818,0.00006833658,0.000031714215,0.000121513076,0.000010987705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009132583,0.0014619826,0.0018929637,0.001850935,0.00044304485,0.0013160055,0.0015533032,0.0011493908,0.0028379397],"category_scores_gemma":[0.0011958565,0.0011592325,0.0020920876,0.0021115749,0.00068859657,0.0020798154,0.000834163,0.0015183165,0.0017234457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001557159,0.0003084307,0.001680273,0.03007316,0.0004025337,0.001217546,0.0004924229,0.4228273,0.02623953,0.17257643,0.014834732,0.32919186],"study_design_scores_gemma":[0.00002277677,0.00031882455,0.0022420518,0.0022236612,0.00031572528,0.00094224093,0.00015227344,0.64584094,0.014899111,0.06810769,0.26466024,0.0002744212],"about_ca_topic_score_codex":0.0029773389,"about_ca_topic_score_gemma":0.0016414775,"teacher_disagreement_score":0.0029773389,"about_ca_system_score_codex":0.00096756656,"about_ca_system_score_gemma":0.00077537366,"threshold_uncertainty_score":0.009493828},"labels":[],"label_agreement":null},{"id":"W3061998160","doi":"10.2118/199983-pa","title":"Coupled Flow/Geomechanics Modeling of Interfracture Water Injection To Enhance Oil Recovery in Tight Reservoirs","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geomechanics; Petroleum engineering; Geology; Tight oil; Water injection (oil production); Petrophysics; Fracture (geology); Geotechnical engineering; Hydraulic fracturing; Mechanics; Porosity; Oil shale","score_opus":0.008912069389780886,"score_gpt":0.22352182551037172,"score_spread":0.21460975612059083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3061998160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77511996,0.00019705795,0.21623182,0.00016856933,0.000030064215,0.000093043476,0.00017439465,0.00021050397,0.0077745337],"genre_scores_gemma":[0.9930549,0.000053331343,0.0053871027,0.000010292947,0.0000032289352,0.00004474712,0.00003075818,0.000009317216,0.0014063518],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998747,0.000023370138,0.0000074202067,0.0000313149,0.00003073072,0.00003240695],"domain_scores_gemma":[0.9998473,0.000049881273,0.000036485842,0.000011764544,0.000033555196,0.000021005835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027091661,0.0005475696,0.0005147679,0.00062229217,0.0004232569,0.0005264954,0.0008278961,0.001031484,0.0011783033],"category_scores_gemma":[0.00037535126,0.00040805616,0.00087518257,0.0002784501,0.00077408686,0.0005569402,0.00072955026,0.00039660564,0.00008590795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015124627,0.000025101595,0.00086168206,0.000008884088,0.0000072219477,0.000046764515,0.000014409356,0.993803,0.0031708821,0.00077693845,0.00002211978,0.0012478319],"study_design_scores_gemma":[0.0000019333102,0.0000072583575,0.00012213335,5.793634e-7,0.0000017616527,0.000002362438,0.0000029970695,0.9995671,0.00017072684,0.00009456392,0.000027315536,0.000001384735],"about_ca_topic_score_codex":0.026531104,"about_ca_topic_score_gemma":0.0118383905,"teacher_disagreement_score":0.026531104,"about_ca_system_score_codex":0.000911907,"about_ca_system_score_gemma":0.0010392442,"threshold_uncertainty_score":0.05275333},"labels":[],"label_agreement":null},{"id":"W3063925608","doi":"10.2118/199931-pa","title":"Look Ahead of the Bit While Drilling: Potential Impacts and Challenges of Acoustic Seismic While Drilling in the McMurray Formation","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Calgary","funders":"","keywords":"Drilling; Drill bit; Geology; Drill; Deconvolution; Workflow; Seismic vibrator; Computer science; Seismology; Algorithm; Engineering; Mechanical engineering","score_opus":0.03481418108190625,"score_gpt":0.2146907651777307,"score_spread":0.17987658409582444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3063925608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99641186,0.000036422327,0.0012814322,0.00037207588,0.0000096270005,0.00000861472,0.00011796806,0.000055711465,0.0017063022],"genre_scores_gemma":[0.9984993,0.000017112374,0.0011367777,0.000012945806,0.000001777664,0.0000018972285,0.000063256906,0.000008605199,0.00025828453],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9997634,0.000048494636,0.000007884488,0.000038063547,0.000081220045,0.000060965915],"domain_scores_gemma":[0.9994753,0.00016178061,0.000057184676,0.00005847003,0.0001226822,0.00012456189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054435333,0.00026770376,0.00025304922,0.00046834236,0.00066543784,0.0010219666,0.0005431287,0.0005844081,0.0011676524],"category_scores_gemma":[0.0013553365,0.00020678218,0.00019816682,0.00039609536,0.0006362106,0.0007089049,0.00088518264,0.0007356334,0.00017406286],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010013744,0.0005796948,0.39238846,0.00017484937,0.00015269843,0.002837053,0.0028293172,0.43382767,0.06883113,0.0042790896,0.003030633,0.090068124],"study_design_scores_gemma":[0.000080663754,0.00041533948,0.21881965,0.00007684806,0.00006998191,0.00035622605,0.004770563,0.75630474,0.012135765,0.002619702,0.0041968604,0.00015369283],"about_ca_topic_score_codex":0.09796126,"about_ca_topic_score_gemma":0.19325997,"teacher_disagreement_score":0.90203875,"about_ca_system_score_codex":0.0012091254,"about_ca_system_score_gemma":0.0014054185,"threshold_uncertainty_score":0.19478208},"labels":[],"label_agreement":null},{"id":"W3080467786","doi":"10.2118/196164-pa","title":"A Semianalytical Approach for Analysis of Wells Exhibiting Multiphase Transient Linear Flow: Application to Field Data","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Relative permeability; Permeability (electromagnetism); Multiphase flow; Petroleum engineering; Saturation (graph theory); Reservoir simulation; Reservoir modeling; Geology; Oil field; Hydraulic fracturing; Mechanics; Geotechnical engineering; Porosity; Mathematics; Chemistry","score_opus":0.034935150111127314,"score_gpt":0.28983781638268874,"score_spread":0.25490266627156144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080467786","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062305503,0.000045870423,0.93313146,0.00003121023,0.0000068231357,0.00011908031,0.00047608186,0.0027256066,0.0011583745],"genre_scores_gemma":[0.4364765,0.00005495804,0.5618006,0.000020576055,0.0000074188324,0.00033456972,0.00040539345,0.00018737045,0.0007125653],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972993,0.000071070026,0.00002288394,0.000042268814,0.000116585456,0.000017323824],"domain_scores_gemma":[0.99857485,0.0007526676,0.00014016587,0.00021578369,0.00029477934,0.000021884664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008459521,0.0004176949,0.00032168548,0.0015068098,0.00036226877,0.00043012653,0.0007481955,0.00027015802,0.0020432586],"category_scores_gemma":[0.002589171,0.00028005394,0.0004359415,0.0008883046,0.0003267135,0.00043863998,0.00036518698,0.0005158768,0.00039205037],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027920931,0.00034081467,0.011484564,0.00041630643,0.00008614277,0.00033077245,0.00044660905,0.239529,0.36533305,0.012773142,0.0020241796,0.36695623],"study_design_scores_gemma":[0.000010973662,0.00004897087,0.0033592314,0.000007580334,0.0000073680994,0.00006579609,0.000048808335,0.9593868,0.033959966,0.0015493309,0.0015341522,0.000021048332],"about_ca_topic_score_codex":0.0046582217,"about_ca_topic_score_gemma":0.00427119,"teacher_disagreement_score":0.0046582217,"about_ca_system_score_codex":0.0004602905,"about_ca_system_score_gemma":0.00070605124,"threshold_uncertainty_score":0.009262204},"labels":[],"label_agreement":null},{"id":"W3081228570","doi":"10.2118/202485-pa","title":"An Infill Well Fracturing Model and Its Microseismic Events Barrier Effect: A Case in Fuling Shale Gas Reservoir","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Infill; Geomechanics; Microseism; Geology; Fracture (geology); Caprock; Hydraulic fracturing; Tight gas; Oil shale; Geotechnical engineering; Petroleum engineering; Seismology; Engineering; Structural engineering","score_opus":0.009544527334462488,"score_gpt":0.23594646641404934,"score_spread":0.22640193907958686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081228570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9507377,0.00019797108,0.03809287,0.0002561892,0.00003711648,0.000100244324,0.0009714786,0.0005796573,0.0090267705],"genre_scores_gemma":[0.99156183,0.00008326439,0.0060405727,0.00001187496,0.0000048221664,0.000049316386,0.00022472256,0.000027380805,0.0019961742],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999033,0.000016835254,0.0000066965763,0.000022174585,0.000024576628,0.000026418598],"domain_scores_gemma":[0.9997726,0.00009704257,0.000027585007,0.000021219983,0.00005196326,0.000029657907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002579877,0.000599701,0.0004638621,0.0005277278,0.00058424665,0.0007143125,0.001151149,0.0016830821,0.0034118725],"category_scores_gemma":[0.00043140093,0.00039025123,0.0009225537,0.00032772956,0.0004752634,0.000371885,0.00054038153,0.000450822,0.0001836898],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035533136,0.00004300137,0.0034339493,0.000025576895,0.000008080336,0.00031406744,0.000035796602,0.9920845,0.0014838227,0.0008321166,0.0001303778,0.0015732041],"study_design_scores_gemma":[0.000007786708,0.0000147522005,0.00046694322,0.0000026646492,0.0000048579072,0.000015856549,0.000019672838,0.99889404,0.00030226354,0.00014511231,0.00012254657,0.0000035583876],"about_ca_topic_score_codex":0.057855923,"about_ca_topic_score_gemma":0.03335197,"teacher_disagreement_score":0.057855923,"about_ca_system_score_codex":0.00084444444,"about_ca_system_score_gemma":0.0009781007,"threshold_uncertainty_score":0.115038335},"labels":[],"label_agreement":null},{"id":"W3083120047","doi":"10.2118/193893-pa","title":"A Sand-Arch Stability Constrained Dynamic Fractal Wormhole Growth Model for Simulating Cold Heavy-Oil Production with Sand","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Wormhole; Arch; Fractal; Stability (learning theory); Computer science; Geotechnical engineering; Geology; Petroleum engineering; Engineering; Mathematics; Structural engineering; Physics","score_opus":0.016142089400013653,"score_gpt":0.23529956173725672,"score_spread":0.21915747233724306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083120047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6385187,0.00060780375,0.3304801,0.0008226259,0.00013956054,0.00017935794,0.0010201489,0.0006688903,0.027562892],"genre_scores_gemma":[0.9808256,0.00013317958,0.015167219,0.000043709966,0.000009591537,0.00010928581,0.00021041957,0.00004358405,0.003457415],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999088,0.000017578766,0.000005366638,0.000018443869,0.000021219596,0.000028606799],"domain_scores_gemma":[0.99963856,0.00017874266,0.000051116018,0.000017809563,0.00006822788,0.000045449957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002478829,0.00044608227,0.0004894429,0.0004751352,0.00041007905,0.00075915427,0.00095425337,0.0013678819,0.0015189701],"category_scores_gemma":[0.0009597369,0.00030170855,0.00068120065,0.0003003972,0.00077540986,0.00052220415,0.0007313225,0.0005326528,0.00012836058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001300787,0.000008419804,0.0005685813,0.000010968004,0.0000041734156,0.00004895944,0.000013250418,0.99578816,0.0007740364,0.0022069137,0.00009412111,0.00046928658],"study_design_scores_gemma":[0.0000022517438,0.0000019391262,0.00004506061,0.00000146376,0.0000011124787,0.0000027300855,0.000004245928,0.99952674,0.00006983132,0.00027360622,0.00006972319,0.0000014398302],"about_ca_topic_score_codex":0.027695877,"about_ca_topic_score_gemma":0.011231034,"teacher_disagreement_score":0.027695877,"about_ca_system_score_codex":0.0008408168,"about_ca_system_score_gemma":0.001017373,"threshold_uncertainty_score":0.055069327},"labels":[],"label_agreement":null},{"id":"W3083600269","doi":"10.2118/194034-pa","title":"Experimental Study of Heavy Oil Recovery Mechanisms during Cyclic Solvent Injection Processes","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Solvent; Petroleum engineering; Saturation (graph theory); Enhanced oil recovery; Oil field; Oil in place; Oil production; Gas oil ratio; Materials science; Environmental science; Chemistry; Petroleum; Geology","score_opus":0.013821048982996409,"score_gpt":0.24245272595957318,"score_spread":0.22863167697657677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083600269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99686474,0.00010419231,0.0021645231,0.000014286391,0.000006055831,0.000044023778,0.00015481054,0.00008504382,0.00056232384],"genre_scores_gemma":[0.99665856,0.00013740145,0.0025193333,0.000013201003,0.0000049401983,0.000039850576,0.000121961595,0.000019820925,0.00048484647],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99964535,0.00002695447,0.000024191459,0.00006395874,0.00016194352,0.000077620396],"domain_scores_gemma":[0.99935097,0.00020423923,0.000112133304,0.00006735634,0.0002218927,0.000043368083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037862724,0.00036920843,0.00033405147,0.00034032762,0.00035007214,0.0002189313,0.00050438184,0.00029435736,0.0013609099],"category_scores_gemma":[0.0007310699,0.00016448695,0.00024744275,0.000525193,0.00044966763,0.00032547925,0.00035894732,0.0004951894,0.00023103062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029366015,0.00010598334,0.00075006124,0.00010266988,0.0000054237,0.00006706596,0.00010833289,0.0008790112,0.9936201,0.00007554918,0.000052317762,0.003939774],"study_design_scores_gemma":[0.0000098955215,0.00056390325,0.0013004038,0.0000031244608,0.0000057834236,0.000017034745,0.000036658486,0.002847649,0.9948841,0.000020576004,0.00030324093,0.000007664868],"about_ca_topic_score_codex":0.0024647205,"about_ca_topic_score_gemma":0.0024351755,"teacher_disagreement_score":0.0024647205,"about_ca_system_score_codex":0.00048065674,"about_ca_system_score_gemma":0.00035648042,"threshold_uncertainty_score":0.0049007535},"labels":[],"label_agreement":null},{"id":"W3084070535","doi":"10.2118/203822-pa","title":"Evaluation of a Nonionic Surfactant Foam for CO2 Mobility Control in a Heterogeneous Carbonate Reservoir","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pulmonary surfactant; Emulsion; Chemical engineering; Enhanced oil recovery; Materials science; Carbonate; Diesel fuel; Chromatography; Chemistry; Petroleum engineering; Organic chemistry; Geology; Engineering","score_opus":0.033716358454397646,"score_gpt":0.28308187766871634,"score_spread":0.2493655192143187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084070535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99725705,0.00008795693,0.0022830202,0.000017889997,0.0000033046488,0.000037924736,0.000040719206,0.000016742268,0.00025537054],"genre_scores_gemma":[0.99467283,0.00011527207,0.0046521355,0.000006688646,0.0000034048355,0.000024762287,0.00006511543,0.000007999354,0.0004518086],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997695,0.00003291881,0.00001686509,0.00005191723,0.000088088585,0.00004068697],"domain_scores_gemma":[0.9998124,0.000040797313,0.000036230696,0.000015624471,0.0000667222,0.000028219938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033784943,0.0002573058,0.00022861695,0.00024020435,0.000290261,0.0003305278,0.00038451725,0.00020130086,0.00034956503],"category_scores_gemma":[0.00027873163,0.000074671494,0.00015110431,0.00016552379,0.000272165,0.00022104199,0.00021831178,0.00021511303,0.000085141495],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050938368,0.00003650932,0.00051806984,0.000032462744,0.0000032331757,0.000046199755,0.0000227162,0.00030779792,0.9974401,0.000025812165,0.000008484353,0.0015077464],"study_design_scores_gemma":[0.000006180298,0.00029275182,0.00092777394,0.0000017451626,0.0000056509734,0.000026124804,0.000039516897,0.0017571812,0.9965598,0.0000051127618,0.0003754492,0.0000025901866],"about_ca_topic_score_codex":0.004519908,"about_ca_topic_score_gemma":0.005861908,"teacher_disagreement_score":0.004519908,"about_ca_system_score_codex":0.00037535504,"about_ca_system_score_gemma":0.0004179884,"threshold_uncertainty_score":0.008987188},"labels":[],"label_agreement":null},{"id":"W3093584886","doi":"10.2118/200867-pa","title":"An Experimental Study of Steam-Assisted Gravity Drainage","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Research Council (Canada)","funders":"","keywords":"Steam-assisted gravity drainage; Asphaltene; Asphalt; Petroleum engineering; Permeability (electromagnetism); Steam injection; Volume (thermodynamics); Porosity; Materials science; Oil sands; Geology; Chemistry; Composite material; Thermodynamics; Membrane; Organic chemistry","score_opus":0.020056496529775012,"score_gpt":0.28059990103580584,"score_spread":0.2605434045060308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093584886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99788123,0.000057933365,0.0015584682,0.00001100144,0.0000059407434,0.000028397977,0.00006879173,0.000036089194,0.00035216325],"genre_scores_gemma":[0.9975794,0.00006182826,0.0018916461,0.000010613095,0.000005784212,0.000024946165,0.00007464963,0.000013574291,0.00033755522],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99966085,0.00005979297,0.000025546722,0.00006045534,0.00014170652,0.00005173717],"domain_scores_gemma":[0.9996891,0.00010063677,0.00005750116,0.00005141317,0.000069014226,0.000032343727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002748891,0.00027539174,0.00044399037,0.00029480024,0.0003537209,0.00027349056,0.00039622435,0.00032531517,0.0015568592],"category_scores_gemma":[0.0005755454,0.00013408922,0.00023146298,0.0003297721,0.00051890186,0.0003655165,0.00054014183,0.000315938,0.00017702984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003334462,0.00016654845,0.0014217638,0.00009512687,0.000009697962,0.00009851365,0.00009923679,0.0009548111,0.99196976,0.00010924368,0.000040715746,0.004701083],"study_design_scores_gemma":[0.000061884275,0.0019033105,0.0043860804,0.00000535005,0.000014756037,0.00006263053,0.00007207127,0.006194426,0.9859455,0.000052861495,0.0012891149,0.000011830999],"about_ca_topic_score_codex":0.00055786147,"about_ca_topic_score_gemma":0.000485715,"teacher_disagreement_score":0.0015568592,"about_ca_system_score_codex":0.00024459354,"about_ca_system_score_gemma":0.00019375187,"threshold_uncertainty_score":0.005208254},"labels":[],"label_agreement":null},{"id":"W3093945403","doi":"10.2118/203848-pa","title":"Characterizing Returning Polymers in Hydraulic-Fracturing Flowback and Produced Water: Implications for Colloid Formation (includes associated erratum)","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"MacEwan University; University of Alberta","funders":"","keywords":"Colloid; Hydrolysis; Fourier transform infrared spectroscopy; Polymer; Polyacrylamide; Reducer; Chemistry; Produced water; Chemical engineering; Environmental engineering; Environmental science; Organic chemistry; Polymer chemistry; Engineering","score_opus":0.016296290712138322,"score_gpt":0.23085547433472128,"score_spread":0.21455918362258297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093945403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930315,0.0013259263,0.0028696263,0.0001701838,0.00008154535,0.000030782572,0.0009946203,0.000051234394,0.001444538],"genre_scores_gemma":[0.9801143,0.0011637146,0.0074901115,0.00009066432,0.000014540946,0.000033852204,0.00094678055,0.00004368918,0.010102287],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998907,0.0000075504377,0.000009613371,0.000021077425,0.00005169545,0.000019309351],"domain_scores_gemma":[0.99988854,0.00003398761,0.000020484695,0.0000052249643,0.00004165548,0.000010183203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020806633,0.00023647827,0.00013789951,0.00046973888,0.00035371043,0.00028700754,0.00017471483,0.00026559265,0.002071283],"category_scores_gemma":[0.00034798103,0.000095073505,0.00015258971,0.00042306952,0.00025474787,0.0002460362,0.00011396112,0.00025276493,0.00024567847],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000204621,0.000024095385,0.011108682,0.0001548479,0.000014794196,0.00053211127,0.00027158752,0.00028648175,0.96904415,0.000112287846,0.00061526225,0.017631201],"study_design_scores_gemma":[0.000011372544,0.0002762116,0.1381619,0.000024878991,0.000035165427,0.00050328573,0.000651298,0.00086758443,0.84705675,0.00012787721,0.012249694,0.00003401956],"about_ca_topic_score_codex":0.017611004,"about_ca_topic_score_gemma":0.02280514,"teacher_disagreement_score":0.017611004,"about_ca_system_score_codex":0.0004880362,"about_ca_system_score_gemma":0.00030613187,"threshold_uncertainty_score":0.035016954},"labels":[],"label_agreement":null},{"id":"W3094320558","doi":"10.2118/199062-pa","title":"Optimization of Slotted Liner in Rubiales Field: Trade-Off between Sand Control, Flow Performance, and Plugging Tendency","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Flow (mathematics); Current (fluid); Aperture (computer memory); Petroleum engineering; Geology; Geotechnical engineering; Environmental science; Completion (oil and gas wells); Particle-size distribution; Oil field; Particle size; Engineering; Mechanics; Structural engineering","score_opus":0.0078698885104656,"score_gpt":0.20318377699305967,"score_spread":0.19531388848259407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094320558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673932,0.00020125567,0.029207882,0.000030661045,0.000018981564,0.00008379869,0.00013421243,0.00041191344,0.002517909],"genre_scores_gemma":[0.9872225,0.000050185965,0.011815166,0.0000059521512,0.0000022264312,0.000024555025,0.000060864633,0.000023804583,0.0007947058],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99964094,0.000043514672,0.000029347679,0.000089287925,0.0001170885,0.00007978842],"domain_scores_gemma":[0.9995035,0.0000879755,0.00013010048,0.00005682997,0.00016223988,0.0000592603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053646707,0.000614001,0.00044202252,0.0006968158,0.00027344518,0.0008173259,0.00075432874,0.0003748939,0.0019456251],"category_scores_gemma":[0.0007676303,0.00025372568,0.00041241225,0.0002913159,0.00024330032,0.0005087398,0.00028607325,0.00023112181,0.00042846918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016014524,0.00050915685,0.015980221,0.00067076343,0.00006428042,0.00064334425,0.00020824754,0.17064202,0.69394904,0.0010410168,0.0008159645,0.11387453],"study_design_scores_gemma":[0.00022420751,0.007308097,0.057930574,0.00007269906,0.00021023215,0.00047408906,0.00081472174,0.43981072,0.48323897,0.0006001446,0.009171726,0.00014389405],"about_ca_topic_score_codex":0.0021120121,"about_ca_topic_score_gemma":0.0041533792,"teacher_disagreement_score":0.0021120121,"about_ca_system_score_codex":0.0004794656,"about_ca_system_score_gemma":0.00037448612,"threshold_uncertainty_score":0.006508708},"labels":[],"label_agreement":null},{"id":"W3094487552","doi":"10.2118/204212-pa","title":"Quantification of<i>Sor</i>Reduction during Polymer Flooding Using Extensional Capillary Number","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Viscoelasticity; Extensional viscosity; Rheology; Capillary action; Polymer; Viscosity; Capillary number; Enhanced oil recovery; Materials science; Apparent viscosity; Thermodynamics; Composite material; Geology; Petroleum engineering; Physics","score_opus":0.023680554920456204,"score_gpt":0.24965620289025214,"score_spread":0.22597564796979594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094487552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96882576,0.0013485034,0.02671623,0.00006784805,0.00003182544,0.000049019603,0.00038901487,0.00025308866,0.0023186777],"genre_scores_gemma":[0.9806598,0.0009408655,0.01638918,0.000060563787,0.000010893027,0.00010304989,0.00029638584,0.000033268763,0.0015060891],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976295,0.000020576095,0.0000120652785,0.00005863703,0.00011983545,0.000025968486],"domain_scores_gemma":[0.9995414,0.0001436794,0.0001425686,0.000024001572,0.00010785264,0.000040424802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036967703,0.00027457063,0.00018520826,0.00045529267,0.00014017717,0.00022513325,0.00026497376,0.00023254975,0.00067940826],"category_scores_gemma":[0.00067832717,0.0000923422,0.00016095598,0.00039219784,0.00033982866,0.0004810381,0.0002553714,0.0006011471,0.00013511305],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053300635,0.00001302556,0.0012389561,0.000057106234,0.00000441352,0.00002843693,0.00006273812,0.00034487402,0.99258065,0.00013891717,0.000062651794,0.0054149916],"study_design_scores_gemma":[0.0000021502628,0.00007780662,0.005515919,0.0000074467844,0.0000073178026,0.000038010214,0.00003504234,0.005706083,0.9876342,0.00006500477,0.0008961113,0.0000149778425],"about_ca_topic_score_codex":0.00084700785,"about_ca_topic_score_gemma":0.0011081415,"teacher_disagreement_score":0.00084700785,"about_ca_system_score_codex":0.0003095507,"about_ca_system_score_gemma":0.00017579853,"threshold_uncertainty_score":0.0022728443},"labels":[],"label_agreement":null},{"id":"W3094885173","doi":"10.2118/204227-pa","title":"Characterization of the Microstructure of the Cement/Casing Interface Using ESEM and Micro-CT Scan Techniques","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Casing; Environmental scanning electron microscope; Cement; Microstructure; Materials science; Shrinkage; Characterization (materials science); Composite material; Petroleum engineering; Scanning electron microscope; Geology; Nanotechnology","score_opus":0.008064495370386119,"score_gpt":0.197240363412951,"score_spread":0.1891758680425649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094885173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95003396,0.0008508462,0.043429982,0.00008236108,0.000030476598,0.00015459296,0.0014583134,0.00047095655,0.0034883807],"genre_scores_gemma":[0.9334286,0.00046037065,0.062573284,0.00005119978,0.000012151136,0.00010800402,0.00078917464,0.00009236928,0.0024848224],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984694,0.000010282158,0.000016023088,0.000036639813,0.00006917287,0.000020981604],"domain_scores_gemma":[0.99946636,0.00013821984,0.00012445559,0.000048551523,0.0001938351,0.000028477829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039819977,0.00037089188,0.00014119403,0.0009439699,0.00021969662,0.0003563445,0.00025831632,0.00034279982,0.002152873],"category_scores_gemma":[0.0005294126,0.00019209411,0.00015553174,0.00045519654,0.00036881442,0.0004432618,0.00014900547,0.0004938295,0.00034473077],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018736846,0.000009215244,0.00092909404,0.000040007173,0.000002159517,0.00004240395,0.00004276091,0.00020818856,0.9965012,0.000085747335,0.000037700614,0.002082682],"study_design_scores_gemma":[0.0000044859485,0.00009067626,0.030227715,0.000008458886,0.000014228171,0.00019290253,0.000109839304,0.0044419235,0.96285725,0.00006836983,0.0019718378,0.000012316943],"about_ca_topic_score_codex":0.0022335472,"about_ca_topic_score_gemma":0.00539964,"teacher_disagreement_score":0.0022335472,"about_ca_system_score_codex":0.00029843635,"about_ca_system_score_gemma":0.00027401384,"threshold_uncertainty_score":0.007202029},"labels":[],"label_agreement":null},{"id":"W3114280020","doi":"10.2118/200841-pa","title":"Tertiary-Recovery Improvement of Steam Injection Using Chemical Additives: Pore-Scale Understanding of Challenges and Solutions Through Visual Experiments","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Steam injection; Wetting; Residual oil; Imbibition; Micromodel; Capillary pressure; Materials science; Chemical engineering; Enhanced oil recovery; Porous medium; Phase (matter); Saturation (graph theory); Capillary action; Petroleum engineering; Porosity; Chemistry; Composite material; Organic chemistry","score_opus":0.062222665361862675,"score_gpt":0.28378106305866246,"score_spread":0.2215583976967998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114280020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96423554,0.0008178417,0.031825595,0.0001474794,0.000030756244,0.000056627956,0.00015393163,0.00050489814,0.002227347],"genre_scores_gemma":[0.984551,0.000564501,0.0132964635,0.000045574146,0.00000743235,0.000034286535,0.00010280523,0.00004809193,0.001349794],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985874,0.00001191083,0.000008218946,0.000027100741,0.00005958187,0.00003444131],"domain_scores_gemma":[0.9997644,0.000071962124,0.00004968827,0.000025600368,0.00006515828,0.00002320197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030671177,0.0002976331,0.0002264091,0.00022805962,0.00013080721,0.00026717136,0.00029979178,0.000326725,0.001190093],"category_scores_gemma":[0.00037296326,0.0001371476,0.00024043233,0.00013650386,0.00033489996,0.00050278124,0.0002833674,0.00066088134,0.00024870128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018218389,0.000011370092,0.00006490025,0.00003227222,0.000001083008,0.000022490549,0.00002189219,0.00010941285,0.998147,0.00007922391,0.00002182359,0.001470291],"study_design_scores_gemma":[0.0000022119154,0.00004575481,0.00038469164,0.0000024692438,0.000002717062,0.00002192927,0.000018498273,0.0023848193,0.9967092,0.000030329511,0.0003933791,0.0000039369024],"about_ca_topic_score_codex":0.0007599754,"about_ca_topic_score_gemma":0.0009074169,"teacher_disagreement_score":0.001190093,"about_ca_system_score_codex":0.00025306563,"about_ca_system_score_gemma":0.0001459896,"threshold_uncertainty_score":0.0039812922},"labels":[],"label_agreement":null},{"id":"W3122420869","doi":"10.2118/200341-pa","title":"Quantifying Oil-Recovery Mechanisms during Natural-Gas Huff ‘n’ Puff Experiments on Ultratight Core Plugs","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Spark plug; Natural gas; Petroleum engineering; Chemistry; Vaporization; Injector; Materials science; Geology; Thermodynamics","score_opus":0.032969121727688906,"score_gpt":0.26547902074643837,"score_spread":0.23250989901874947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122420869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960401,0.00013604556,0.0030465263,0.000023948744,0.000009105927,0.000025848112,0.00025992238,0.00012982673,0.00032850407],"genre_scores_gemma":[0.9965334,0.00019545756,0.0022166648,0.000025494233,0.0000052952105,0.00004028217,0.00026332084,0.00004376581,0.00067627325],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999866,0.000009204184,0.0000055488667,0.00003278432,0.000041168307,0.00004529356],"domain_scores_gemma":[0.9997472,0.00009704113,0.000043181204,0.000018069573,0.000066522414,0.000027975148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032347412,0.00033223603,0.0002828581,0.00030248446,0.00029219597,0.0002744094,0.00032013038,0.0002495847,0.0013476125],"category_scores_gemma":[0.00045058137,0.00014167278,0.000185787,0.00021418286,0.00047525144,0.00055769,0.0003599411,0.0006669988,0.00019667184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015101836,0.000036416117,0.0011374113,0.00006325346,0.0000043090313,0.00006422156,0.00008010358,0.00021156574,0.9950418,0.0000625476,0.000063698506,0.003083714],"study_design_scores_gemma":[0.000007464587,0.00027037653,0.0061192163,0.0000062034633,0.0000058378214,0.000035948065,0.0000882715,0.0025519796,0.99028325,0.000034017743,0.00058829493,0.0000092191785],"about_ca_topic_score_codex":0.0023129003,"about_ca_topic_score_gemma":0.0021631112,"teacher_disagreement_score":0.0023129003,"about_ca_system_score_codex":0.00040984165,"about_ca_system_score_gemma":0.00021940627,"threshold_uncertainty_score":0.004598856},"labels":[],"label_agreement":null},{"id":"W3126026152","doi":"10.2118/205010-pa","title":"Simulated Annealing Algorithm-Based Inversion Model To Interpret Flow Rate Profiles and Fracture Parameters for Horizontal Wells in Unconventional Gas Reservoirs","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Algorithm; Geology; Inverse transform sampling; Synthetic data; Simulated annealing; Volumetric flow rate; Mechanics; Computer science; Seismology","score_opus":0.011280279322291784,"score_gpt":0.24029177799961837,"score_spread":0.2290114986773266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126026152","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.119353995,0.00009092138,0.87739474,0.00011285604,0.0000196525,0.00004495457,0.00006515506,0.00049790763,0.0024198925],"genre_scores_gemma":[0.8638849,0.000059258695,0.13369733,0.00003300455,0.000008239815,0.00014194993,0.0001304111,0.00005888104,0.001985896],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998988,0.000030222742,0.0000065519657,0.000027684056,0.000021780981,0.000014882334],"domain_scores_gemma":[0.99977,0.00010132192,0.000025297937,0.00001660157,0.0000769427,0.000009846053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038957136,0.00048277635,0.00035509927,0.00027248642,0.0002900303,0.00033172994,0.0005026346,0.0005046271,0.0010213976],"category_scores_gemma":[0.0007280372,0.000309195,0.00061028166,0.00021751663,0.0003097334,0.0004155098,0.0003146758,0.00048887054,0.00017350972],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021988319,0.000011486908,0.0007531158,0.000009948734,0.000012998682,0.000017537388,0.000024787432,0.98943734,0.0027780433,0.00063467957,0.00008811346,0.0062099327],"study_design_scores_gemma":[9.876859e-7,0.0000028047023,0.000049197097,5.2296417e-7,9.955635e-7,0.0000010458451,0.0000014574337,0.99958044,0.00025612177,0.00007180308,0.000033817214,8.2379415e-7],"about_ca_topic_score_codex":0.014499662,"about_ca_topic_score_gemma":0.009467317,"teacher_disagreement_score":0.014499662,"about_ca_system_score_codex":0.0004986136,"about_ca_system_score_gemma":0.0011064078,"threshold_uncertainty_score":0.028830528},"labels":[],"label_agreement":null},{"id":"W3126574328","doi":"10.2118/196155-pa","title":"A New Mechanistic Model for Emulsion Rheology and Boosting Pressure Prediction in Electrical Submersible Pumps (ESPs) under Oil-Water Two-Phase Flow","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Artificial lift; Rheology; Pressure drop; Volumetric flow rate; Impeller; Petroleum engineering; Emulsion; Mechanics; Materials science; Environmental science; Mechanical engineering; Geology; Engineering; Chemical engineering; Composite material","score_opus":0.01415643060941223,"score_gpt":0.2549941574111011,"score_spread":0.24083772680168886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126574328","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10286781,0.0005739807,0.88673085,0.00038560163,0.00008919365,0.000117818396,0.0001595864,0.0003307442,0.008744422],"genre_scores_gemma":[0.969502,0.00057307706,0.022129245,0.00007236319,0.000061306746,0.00026941084,0.00011147197,0.000048655325,0.0072324793],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984753,0.00003318193,0.000009702749,0.00003650124,0.00004940732,0.000023619259],"domain_scores_gemma":[0.9998161,0.00007828763,0.000034794764,0.000012337762,0.000046594963,0.000011847765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005177761,0.0007823752,0.0006625572,0.0005887137,0.0004500171,0.0006088943,0.0010860235,0.0015667933,0.0010056405],"category_scores_gemma":[0.00071332033,0.00046377495,0.0010652076,0.00030423424,0.0005812714,0.0010655797,0.00054976204,0.000771176,0.00022993777],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002140846,0.000040638515,0.0005540784,0.000040300507,0.000011863579,0.00011530636,0.000031087187,0.9788399,0.008027561,0.0075753722,0.00020024851,0.004542249],"study_design_scores_gemma":[0.0000019817915,0.0000069381804,0.000061913684,0.0000011521649,0.0000021372882,0.000005106208,0.0000014901052,0.9989557,0.00035506734,0.00047194876,0.00013447493,0.0000020924342],"about_ca_topic_score_codex":0.0037446113,"about_ca_topic_score_gemma":0.0013620296,"teacher_disagreement_score":0.0037446113,"about_ca_system_score_codex":0.00063305633,"about_ca_system_score_gemma":0.0006772872,"threshold_uncertainty_score":0.0074456334},"labels":[],"label_agreement":null},{"id":"W3129153579","doi":"10.2118/201769-pa","title":"New Formulation of Tertiary Amines for Thermally Stable and Cost-Effective Chemical Additive: Synthesis Procedure and Displacement Tests for High-Temperature Tertiary Recovery in Steam Applications","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Wetting; Steam injection; Adsorption; Chemical engineering; Surface tension; Residual oil; Chemical stability; Tertiary amine; Aqueous solution; Chemistry; Phase (matter); Chemical modification; Chemical reaction; Materials science; Organic chemistry; Composite material; Thermodynamics; Polymer chemistry; Petroleum engineering","score_opus":0.0050104995630022705,"score_gpt":0.24155166285360555,"score_spread":0.2365411632906033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129153579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98598456,0.0006918757,0.011724363,0.000035995352,0.000025853024,0.00010391668,0.00014941258,0.000087097826,0.0011968433],"genre_scores_gemma":[0.98168325,0.00063541846,0.01438223,0.000022564309,0.000009630329,0.000067638815,0.0002138836,0.00003416776,0.002951263],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997993,0.000019380252,0.000017268612,0.000035016445,0.0001029061,0.000026221529],"domain_scores_gemma":[0.99978024,0.000026263824,0.00007079368,0.000013781005,0.00008545474,0.000023436825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023996858,0.000362956,0.00016569812,0.00022483956,0.00014263476,0.00016453353,0.0002548912,0.0002308571,0.0010824652],"category_scores_gemma":[0.00024523874,0.00012838836,0.0001882833,0.00018181364,0.00014812802,0.00022915336,0.00013548834,0.0003039655,0.00025943117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015761885,0.000009980394,0.000057784542,0.00003296998,0.0000015981852,0.00001090517,0.00000917208,0.000031889078,0.9991448,0.000013162993,0.000007072058,0.0006649527],"study_design_scores_gemma":[0.000001447651,0.000091284535,0.00045999984,0.0000012825747,0.000005433671,0.000013228621,0.0000072083585,0.0002376151,0.9988199,0.0000029170237,0.00035782313,0.000001882738],"about_ca_topic_score_codex":0.0017220557,"about_ca_topic_score_gemma":0.005066349,"teacher_disagreement_score":0.0017220557,"about_ca_system_score_codex":0.00029916622,"about_ca_system_score_gemma":0.00025141344,"threshold_uncertainty_score":0.0036212802},"labels":[],"label_agreement":null},{"id":"W3130112536","doi":"10.2118/199636-pa","title":"Hole Cleaning in Horizontal Wells Using Viscoelastic Fluids: An Experimental Study of Drilling-Fluid Properties on the Bed-Erosion Dynamics","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Viscoelasticity; Herschel–Bulkley fluid; Drilling fluid; Geotechnical engineering; Elasticity (physics); Rheology; Turbulence; Mechanics; Fluid dynamics; Materials science; Viscosity; Shear (geology); Geology; Drilling; Composite material; Physics","score_opus":0.03395584198589433,"score_gpt":0.2472093857768594,"score_spread":0.2132535437909651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130112536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99907494,0.000055209726,0.00076204934,0.000004928703,0.0000021206376,0.0000080832915,0.000010786654,0.000005909403,0.000075974],"genre_scores_gemma":[0.99807465,0.00006246869,0.0016387132,0.000005933741,0.0000020973446,0.0000084941485,0.000017231263,0.0000035090995,0.00018675458],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999752,0.000045514542,0.000019591062,0.00003990148,0.00007256603,0.000070521004],"domain_scores_gemma":[0.9992507,0.0003479486,0.00019773409,0.00007458681,0.000084690764,0.000044261284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042818356,0.0002935449,0.00029595374,0.00021593976,0.000257836,0.0002668964,0.00018398218,0.00028962578,0.00076670107],"category_scores_gemma":[0.0007258772,0.0001886231,0.00017690126,0.00016870294,0.00042121237,0.00034807858,0.0002678789,0.0003355337,0.00009660058],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015223213,0.00010798468,0.0010228776,0.000034831573,0.000004642186,0.000053553442,0.00007580923,0.00032742106,0.9966258,0.00004607091,0.000009884563,0.0015390039],"study_design_scores_gemma":[0.000023348939,0.00213949,0.006352695,0.0000068958866,0.00001540822,0.000045526787,0.0001242403,0.0028145148,0.9881621,0.000039672417,0.00026556544,0.0000105512045],"about_ca_topic_score_codex":0.0005734067,"about_ca_topic_score_gemma":0.00050615374,"teacher_disagreement_score":0.00076670107,"about_ca_system_score_codex":0.00014356893,"about_ca_system_score_gemma":0.00019183967,"threshold_uncertainty_score":0.0025648475},"labels":[],"label_agreement":null},{"id":"W3131142428","doi":"10.2118/199906-pa","title":"Techniques for Fast Screening of 3D Heterogeneous Shale Barrier Configurations and Their Impacts on SAGD Chamber Development","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Steam-assisted gravity drainage; Reservoir simulation; Computer science; Steam injection; Oil shale; Petroleum engineering; Asphalt; Mathematical optimization; Algorithm; Geology; Oil sands; Mathematics","score_opus":0.01443630552008373,"score_gpt":0.24613879769163857,"score_spread":0.23170249217155484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131142428","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22921921,0.00014991907,0.7661442,0.00013359546,0.000025647296,0.000085090796,0.00021985246,0.0017692804,0.0022532556],"genre_scores_gemma":[0.8043709,0.000111959904,0.1942303,0.000031679705,0.0000063086095,0.00005768876,0.0003499641,0.00016096998,0.0006802618],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997421,0.000039299335,0.00001663185,0.00004506361,0.00011895167,0.0000378851],"domain_scores_gemma":[0.9992249,0.00036794442,0.000079568934,0.00012717869,0.00014713054,0.000053279076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005484542,0.00046259258,0.00043121204,0.0009173611,0.0002859808,0.0007656406,0.00061887765,0.00054873596,0.0019859795],"category_scores_gemma":[0.0027094162,0.00035592928,0.0006029886,0.0004150983,0.00033543567,0.000606258,0.0013595168,0.00055698585,0.00034872393],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022472891,0.00012448036,0.006392002,0.00018385884,0.00005489757,0.00035193245,0.00023495145,0.7547993,0.09635476,0.0068244548,0.00097094686,0.13348357],"study_design_scores_gemma":[0.0000045861248,0.000023010385,0.0005762714,0.000005144687,0.0000038074083,0.000038677554,0.000026498257,0.9851629,0.012797789,0.00088044733,0.0004717619,0.000009031739],"about_ca_topic_score_codex":0.0023774586,"about_ca_topic_score_gemma":0.0026933136,"teacher_disagreement_score":0.0023774586,"about_ca_system_score_codex":0.000353071,"about_ca_system_score_gemma":0.0005587507,"threshold_uncertainty_score":0.0066437125},"labels":[],"label_agreement":null},{"id":"W3132689683","doi":"10.2118/205023-pa","title":"Optimization of Fracturing Parameters by Modified Variable-Length Particle-Swarm Optimization in Shale-Gas Reservoir","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Particle swarm optimization; Hydraulic fracturing; Fracture (geology); Tight gas; Petroleum engineering; Shale gas; Mathematical optimization; Oil shale; Geology; Mathematics; Mechanics; Geotechnical engineering; Physics","score_opus":0.011162027712996904,"score_gpt":0.21842952801006882,"score_spread":0.20726750029707192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132689683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5284566,0.00077439385,0.46393538,0.0002969756,0.00007232229,0.00010574862,0.00013587408,0.00041514804,0.0058075255],"genre_scores_gemma":[0.9615753,0.000109248125,0.03710405,0.000025403748,0.0000063797293,0.00008084235,0.000074597156,0.000015587844,0.001008472],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985933,0.000041599,0.000009897539,0.000026227182,0.000032325548,0.000030684005],"domain_scores_gemma":[0.9995703,0.00025890704,0.00004606091,0.00001811966,0.00007892913,0.000027647948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062747265,0.0007260495,0.00072597025,0.00045506225,0.00030037598,0.0005440968,0.00045258543,0.000836137,0.000558017],"category_scores_gemma":[0.0007770872,0.00035145888,0.00067887723,0.0003775751,0.00036305236,0.00030219048,0.0003885973,0.00044620558,0.000060201313],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001606468,0.00001325668,0.00041401203,0.000020267107,0.000011205312,0.000026719104,0.000010447598,0.9944571,0.000790423,0.00027571115,0.000078372905,0.0038864207],"study_design_scores_gemma":[0.000003146907,0.000010783137,0.0000862765,0.0000010901067,0.0000021732292,0.0000013434653,0.0000034662326,0.999607,0.00017166919,0.00007728872,0.00003438561,0.000001433301],"about_ca_topic_score_codex":0.010792212,"about_ca_topic_score_gemma":0.005199047,"teacher_disagreement_score":0.010792212,"about_ca_system_score_codex":0.00046594665,"about_ca_system_score_gemma":0.00072248274,"threshold_uncertainty_score":0.021458805},"labels":[],"label_agreement":null},{"id":"W3135678192","doi":"10.2118/200624-pa","title":"A Crucial Role of the Applied Capillary Pressure in Drainage Displacement","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Petroleum engineering; Water injection (oil production); Capillary action; Wetting; Viscosity; Capillary pressure; Enhanced oil recovery; Oil viscosity; Geology; Materials science; Geotechnical engineering; Environmental science; Porous medium; Composite material; Porosity","score_opus":0.0023398797907439764,"score_gpt":0.18388570458154435,"score_spread":0.18154582479080036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135678192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99163544,0.0006979591,0.006301826,0.000081408434,0.000023142551,0.000020987321,0.000064185995,0.00009143461,0.0010836874],"genre_scores_gemma":[0.99860615,0.0001672942,0.0009365704,0.000010729997,0.0000035311396,0.0000094049465,0.000019011022,0.000006831193,0.0002404203],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983454,0.000018159206,0.000010680268,0.000035125275,0.000055654997,0.000045775534],"domain_scores_gemma":[0.9995616,0.00022644183,0.00007008114,0.00001793859,0.000081927996,0.000041954292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016939428,0.00022519635,0.00018993551,0.00018224372,0.00018538264,0.0003935885,0.00028726377,0.00018649249,0.0010273238],"category_scores_gemma":[0.0008313543,0.00013602855,0.00012758169,0.00012573949,0.0003470087,0.0004789029,0.00033673574,0.0004127009,0.00014324607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005157717,0.0000173582,0.0010529673,0.00006088008,0.0000040917157,0.0000649246,0.000048537364,0.00033067854,0.9927418,0.0002683047,0.000048585993,0.0053102123],"study_design_scores_gemma":[0.0000055956452,0.00011224598,0.0035589535,0.0000049754653,0.0000067734763,0.00005017921,0.000041699528,0.0049225655,0.9904428,0.000094182804,0.00075298006,0.000007209998],"about_ca_topic_score_codex":0.00088108587,"about_ca_topic_score_gemma":0.0007101866,"teacher_disagreement_score":0.0010273238,"about_ca_system_score_codex":0.00032269114,"about_ca_system_score_gemma":0.000363492,"threshold_uncertainty_score":0.0034366846},"labels":[],"label_agreement":null},{"id":"W3138676048","doi":"10.2118/205353-pa","title":"Phase Behavior and Physical Properties of Dimethyl Ether/Water/Heavy-Oil Systems Under Reservoir Conditions","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Dimethyl ether; Solubility; Saturation (graph theory); Phase (matter); Chemistry; Thermodynamics; Partition coefficient; Analytical Chemistry (journal); Chromatography; Organic chemistry; Methanol","score_opus":0.02858380788844803,"score_gpt":0.2764186635231324,"score_spread":0.24783485563468435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138676048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99666035,0.00019810164,0.0018033781,0.000023834633,0.000007634952,0.000014767467,0.00030913498,0.00006496725,0.00091793697],"genre_scores_gemma":[0.99792826,0.00015901058,0.0010927278,0.000009250998,0.0000036482156,0.000020994732,0.0002990641,0.000012290485,0.00047478717],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982953,0.000013921524,0.00001539217,0.000039794933,0.00006492687,0.000036383666],"domain_scores_gemma":[0.99983084,0.000059435497,0.000046018948,0.000011538569,0.00003425681,0.000017939228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023543442,0.000241395,0.00021521478,0.00036945418,0.00024145693,0.00023219218,0.00034644196,0.00017487818,0.0017255191],"category_scores_gemma":[0.00060391397,0.00014131417,0.00015185236,0.0003768832,0.00026416933,0.0005214461,0.00025215786,0.00036514454,0.00028261333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036783115,0.00006811782,0.0022990336,0.00012814134,0.000018262795,0.00011901697,0.00013279518,0.003967117,0.9867458,0.0006022227,0.00014796725,0.005403693],"study_design_scores_gemma":[0.000014970889,0.0002017167,0.0036724643,0.000007393493,0.000014312868,0.000034792065,0.00007338963,0.035132952,0.9600419,0.000116054536,0.00067247625,0.000017597004],"about_ca_topic_score_codex":0.0014507931,"about_ca_topic_score_gemma":0.001254214,"teacher_disagreement_score":0.0017255191,"about_ca_system_score_codex":0.00025745254,"about_ca_system_score_gemma":0.00018904948,"threshold_uncertainty_score":0.0057724714},"labels":[],"label_agreement":null},{"id":"W3149822687","doi":"10.2118/205382-pa","title":"Temperature-Dependent Irreducible Water Trapping in Heavy-Oil Reservoirs","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Water saturation; Saturation (graph theory); Oil sands; Oil in place; Petroleum reservoir; Surface tension; Petroleum engineering; Porosity; Chemistry; Geology; Materials science; Thermodynamics; Petroleum; Geotechnical engineering; Organic chemistry; Composite material; Physics","score_opus":0.013880402415063742,"score_gpt":0.22939945204192913,"score_spread":0.21551904962686538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149822687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962101,0.000056638226,0.003063287,0.000010502478,0.0000014292615,0.0000033873346,0.00003725832,0.00002440414,0.000593071],"genre_scores_gemma":[0.99954116,0.000015590751,0.0003259822,0.0000011341837,2.801562e-7,0.0000018775957,0.000019402614,0.0000031198217,0.00009149021],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999474,0.0000029345688,0.0000022346408,0.000011316626,0.000020698779,0.0000152569955],"domain_scores_gemma":[0.9999232,0.000029120072,0.000016704447,0.000006298793,0.000018413924,0.0000063248626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101992155,0.00015070128,0.00013605216,0.00025672946,0.00019574673,0.00017558495,0.00018144144,0.00010725788,0.00068736624],"category_scores_gemma":[0.00018014201,0.00014769193,0.00013520765,0.00018093837,0.00037175688,0.00032571208,0.00020313372,0.00012224358,0.00006595993],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001406522,0.00002170506,0.009861163,0.00011219088,0.0000151760305,0.00027350575,0.00014557413,0.03232896,0.9515327,0.00096655526,0.000078798956,0.0045229746],"study_design_scores_gemma":[0.000007631757,0.00008115436,0.013423529,0.0000078509065,0.000011717019,0.00007378948,0.00014263394,0.3488956,0.6363006,0.00055898086,0.00047840056,0.0000181501],"about_ca_topic_score_codex":0.0021037764,"about_ca_topic_score_gemma":0.002341881,"teacher_disagreement_score":0.0021037764,"about_ca_system_score_codex":0.00024822608,"about_ca_system_score_gemma":0.0001627015,"threshold_uncertainty_score":0.0041831136},"labels":[],"label_agreement":null},{"id":"W3161774110","doi":"10.2118/205506-pa","title":"A Novel Approach To Predict Gas Flow in Entire Knudsen Number Regime through Nanochannels with Various Geometries","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Knudsen number; Knudsen diffusion; Mechanics; Slip (aerodynamics); Boundary value problem; Knudsen flow; Geometry; Slippage; Flow conditioning; Flow (mathematics); Chemistry; Materials science; Thermodynamics; Physics; Mathematics; Reynolds number; Mathematical analysis","score_opus":0.01468689214189219,"score_gpt":0.22103635761722829,"score_spread":0.20634946547533609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161774110","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2821423,0.0011022534,0.7105576,0.00025069807,0.00006756001,0.000073699084,0.0002504783,0.0010485281,0.004506957],"genre_scores_gemma":[0.93812346,0.0004954288,0.059388343,0.000041644056,0.000016160797,0.00011948899,0.00011308893,0.00005790865,0.0016444264],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988604,0.000012443703,0.0000072672824,0.000030885287,0.0000410116,0.000022298047],"domain_scores_gemma":[0.99984086,0.00005152961,0.000029236544,0.000019662266,0.000048434053,0.000010342706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021303172,0.00042118668,0.00038495887,0.0004656958,0.00031353394,0.00042753198,0.0006425627,0.0007112063,0.00035069423],"category_scores_gemma":[0.00060686504,0.00021287151,0.0005629366,0.0002487141,0.00033493733,0.0010628545,0.0002820502,0.00038181897,0.00011730003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055574914,0.000068966634,0.0053261966,0.00012224367,0.000024239784,0.0001372226,0.00010538866,0.88109976,0.074689426,0.013209003,0.0005218466,0.02464013],"study_design_scores_gemma":[0.0000014570711,0.000007877189,0.00017232797,0.0000022410672,0.0000022316701,0.0000125597135,0.0000051117454,0.9953625,0.0037789117,0.0003861305,0.0002645298,0.000004193514],"about_ca_topic_score_codex":0.007966109,"about_ca_topic_score_gemma":0.0044371574,"teacher_disagreement_score":0.007966109,"about_ca_system_score_codex":0.0008924204,"about_ca_system_score_gemma":0.001209278,"threshold_uncertainty_score":0.015839458},"labels":[],"label_agreement":null},{"id":"W3164046494","doi":"10.2118/205499-pa","title":"Simple and Robust Algorithm for Multiphase Equilibrium Computations at Temperature and Volume Specifications","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Isochoric process; Multiphase flow; Isobaric process; Computation; SIMPLE algorithm; Robustness (evolution); Algorithm; Isothermal process; Enhanced oil recovery; Thermodynamics; Computer science; Volume (thermodynamics); Applied mathematics; Mathematical optimization; Mathematics; Petroleum engineering; Chemistry; Engineering; Physics","score_opus":0.021040878406542868,"score_gpt":0.25032197642170356,"score_spread":0.2292810980151607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164046494","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036829158,0.000020475545,0.9951507,0.000022646063,0.00000958433,0.000029061486,0.000016757187,0.0005520787,0.00051587226],"genre_scores_gemma":[0.13420321,0.000039889965,0.8632922,0.000030741554,0.000017979815,0.00024447567,0.0001421738,0.00031321132,0.0017161001],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994842,0.00010081428,0.000038744834,0.000105231426,0.00022193561,0.000049050977],"domain_scores_gemma":[0.9988626,0.00047980525,0.000107979606,0.00015175043,0.00035648927,0.00004132432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007936315,0.00089188863,0.0006988958,0.00049829023,0.00047453417,0.0007457557,0.0015227187,0.0009978304,0.0039655385],"category_scores_gemma":[0.0036439644,0.00042607583,0.00062682177,0.00039218884,0.00048580416,0.0008649918,0.0011968594,0.0011604986,0.0017268248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001667418,0.000060173203,0.00065163063,0.00008513358,0.00003193989,0.000094476694,0.00007999215,0.8542882,0.018152485,0.011973024,0.0014395284,0.11297661],"study_design_scores_gemma":[0.000007959412,0.000009040673,0.000026466,0.000001552221,0.0000013372716,0.000007105139,0.0000022507918,0.9971643,0.0015930147,0.0007805646,0.00040367743,0.0000027645376],"about_ca_topic_score_codex":0.0034842023,"about_ca_topic_score_gemma":0.0026884035,"teacher_disagreement_score":0.0039655385,"about_ca_system_score_codex":0.0005391113,"about_ca_system_score_gemma":0.001327026,"threshold_uncertainty_score":0.013266027},"labels":[],"label_agreement":null},{"id":"W3167677310","doi":"10.2118/205512-pa","title":"Characterization of the Microstructure of the Cement-Rock Interface Using Environmental Scanning Electron Microscopy and Micro-Computed Tomography Scan","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cement; Siltstone; Environmental scanning electron microscope; Porosity; Materials science; Scanning electron microscope; Geotechnical engineering; Geology; Mineralogy; Composite material; Structural basin; Facies","score_opus":0.003175469932811945,"score_gpt":0.18733906837417788,"score_spread":0.18416359844136593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167677310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842563,0.0003666356,0.012971457,0.00003284803,0.0000055866603,0.000054590648,0.0006119874,0.00013753686,0.0015630068],"genre_scores_gemma":[0.98007435,0.0001979538,0.01775291,0.00003040625,0.0000033155068,0.000034470704,0.0005052956,0.000022234066,0.0013790767],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999337,0.0000029501414,0.000004414409,0.0000113993765,0.000032989406,0.000014527185],"domain_scores_gemma":[0.9998492,0.000022287699,0.00003227369,0.000011551662,0.00006797478,0.00001665924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017304429,0.0001748465,0.000097398086,0.00067693356,0.00018570019,0.000258031,0.00016941238,0.00022781402,0.0011874535],"category_scores_gemma":[0.00015812033,0.0001680136,0.0001297081,0.00034953287,0.00020956194,0.00016651061,0.00010443747,0.00019850116,0.00015742726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024911342,0.000010763618,0.0069761663,0.000035824676,0.0000056512845,0.00012818264,0.000046580564,0.0006246772,0.98938704,0.00012206802,0.00005001275,0.0025880993],"study_design_scores_gemma":[0.000012887253,0.00010924964,0.31672537,0.000016625005,0.000035419183,0.0006417683,0.0002892847,0.0211642,0.6578367,0.00016373949,0.0029843703,0.000020450861],"about_ca_topic_score_codex":0.007831491,"about_ca_topic_score_gemma":0.020279134,"teacher_disagreement_score":0.007831491,"about_ca_system_score_codex":0.00027586054,"about_ca_system_score_gemma":0.00028063927,"threshold_uncertainty_score":0.015571773},"labels":[],"label_agreement":null},{"id":"W3175365105","doi":"10.2118/206713-pa","title":"Comprehensive Characterization and Mitigation of Hydraulic Fracturing-Induced Seismicity in Fox Creek, Alberta","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Induced seismicity; Hydraulic fracturing; Geomechanics; Geology; Poromechanics; Seismology; Pore water pressure; Fracture (geology); Geotechnical engineering","score_opus":0.017048853998031438,"score_gpt":0.2208537918473518,"score_spread":0.20380493784932036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175365105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947292,0.00018593326,0.00052407896,0.000043334985,0.0000021054295,0.000029552908,0.0027593507,0.000023793236,0.0017026566],"genre_scores_gemma":[0.9933828,0.00019429206,0.0008965392,0.00001957876,0.0000020397179,0.000012615985,0.003951286,0.000004286474,0.0015366169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99968576,0.000016849033,0.000015505324,0.000050159502,0.0001442301,0.00008755893],"domain_scores_gemma":[0.9991856,0.00006338599,0.00011026042,0.0000374761,0.00048820308,0.0001150131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031041776,0.00026026808,0.0002382662,0.0024563593,0.00072431203,0.0006540346,0.00061913254,0.0002290743,0.00072802196],"category_scores_gemma":[0.00077496073,0.00013213645,0.00018316178,0.0036449754,0.0004370221,0.0001800177,0.00041236056,0.00014266428,0.00010637804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006604189,0.000040445397,0.97263056,0.000037738246,0.000046444256,0.00023284064,0.0004672055,0.0032057846,0.0034762258,0.0002892166,0.0008315323,0.018676009],"study_design_scores_gemma":[0.000002651993,0.000013776839,0.9953099,0.0000093001745,0.000013248197,0.000023814258,0.00075118605,0.0021849817,0.0003667591,0.000042231368,0.0012752843,0.0000068997115],"about_ca_topic_score_codex":0.96810025,"about_ca_topic_score_gemma":0.99126,"teacher_disagreement_score":0.03189975,"about_ca_system_score_codex":0.007928338,"about_ca_system_score_gemma":0.009555079,"threshold_uncertainty_score":0.06417519},"labels":[],"label_agreement":null},{"id":"W3178737009","doi":"10.2118/206708-pa","title":"Characterization of Sand Production for Clayey-Silt Sediments Conditioned to Openhole Gravel-Packing: Experimental Observations","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Geology; Geotechnical engineering; Silt; Permeability (electromagnetism); Overburden pressure; Geomorphology","score_opus":0.03670328631405299,"score_gpt":0.27591602565384227,"score_spread":0.2392127393397893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178737009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991892,0.0000233055,0.0004169848,0.000002297053,0.0000019131817,0.000008158413,0.000087701424,0.000009534305,0.00026094093],"genre_scores_gemma":[0.9981694,0.00005314058,0.0010255328,0.0000053997987,0.000002015163,0.000015463478,0.00016852726,0.000007248527,0.00055324327],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988747,0.0000069049943,0.0000089990535,0.000027623297,0.000039924395,0.000029067149],"domain_scores_gemma":[0.9998171,0.000024863117,0.000043964534,0.000021273367,0.000055616143,0.000037215057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014725166,0.00026472224,0.0001305489,0.0003342037,0.00028091262,0.00016573652,0.00016178426,0.00015829685,0.0010747863],"category_scores_gemma":[0.0001581116,0.00012571576,0.00019123426,0.0001993471,0.00024941508,0.00016275643,0.00020743623,0.00022839516,0.000117883],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075636926,0.000039875533,0.00693117,0.00002286211,0.000005197564,0.00007341651,0.0001002729,0.0002874323,0.9909185,0.000033013115,0.000019632207,0.001492911],"study_design_scores_gemma":[0.000008100782,0.0007919342,0.096105374,0.0000055591718,0.000022126833,0.00007200435,0.0002569747,0.0037798292,0.89843285,0.000031798285,0.0004803509,0.000013019298],"about_ca_topic_score_codex":0.0020649876,"about_ca_topic_score_gemma":0.0043162634,"teacher_disagreement_score":0.0020649876,"about_ca_system_score_codex":0.00013943743,"about_ca_system_score_gemma":0.00011460582,"threshold_uncertainty_score":0.004105985},"labels":[],"label_agreement":null},{"id":"W3180949961","doi":"10.2118/206712-pa","title":"An Improved Study of Emulsion Flooding for Conformance Control in a Heterogeneous 2D Model with Lean Zones","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada; University of Calgary","funders":"","keywords":"Emulsion; Multiphysics; Permeability (electromagnetism); Petroleum engineering; Porous medium; Porosity; Materials science; Environmental science; Geology; Engineering; Composite material; Chemical engineering; Finite element method; Chemistry; Structural engineering","score_opus":0.009142329412576148,"score_gpt":0.24720687055951648,"score_spread":0.23806454114694034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180949961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66687477,0.00024157218,0.3292971,0.00015617762,0.000023921599,0.000076506716,0.0001542214,0.00023058333,0.0029452315],"genre_scores_gemma":[0.9698888,0.00014542392,0.028616268,0.00001647425,0.0000054887228,0.00005330591,0.0000682995,0.000017939046,0.0011880723],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989355,0.000017884102,0.0000073894726,0.000038336977,0.000029905883,0.000012949858],"domain_scores_gemma":[0.9998233,0.00007288734,0.000042578435,0.000021024893,0.000028407774,0.000011948406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021926343,0.00039850228,0.00032770488,0.0002720921,0.00017288713,0.0004242597,0.00037436673,0.0005442923,0.00047486063],"category_scores_gemma":[0.00048995565,0.00018250594,0.00053028075,0.00015372297,0.00033078727,0.0004929573,0.00035999305,0.00028235425,0.000051584182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006855697,0.00008017278,0.0018777214,0.00007764493,0.00001519187,0.0002103659,0.000085431995,0.80012697,0.18609163,0.004445982,0.000107064705,0.0068132924],"study_design_scores_gemma":[0.000005831899,0.000030065583,0.00027083838,0.0000014472869,0.0000044351095,0.000012763746,0.000006213888,0.9903198,0.008961284,0.000205751,0.00017518003,0.0000062873632],"about_ca_topic_score_codex":0.0052061784,"about_ca_topic_score_gemma":0.0020192761,"teacher_disagreement_score":0.0052061784,"about_ca_system_score_codex":0.0003731487,"about_ca_system_score_gemma":0.00045575752,"threshold_uncertainty_score":0.0103517175},"labels":[],"label_agreement":null},{"id":"W3198475471","doi":"10.2118/205158-pa","title":"An Experimental Study of Steam-Solvent Coinjection for Bitumen Recovery Using a Large-Scale Physical Model","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Research Council (Canada)","funders":"","keywords":"Steam-assisted gravity drainage; Asphalt; Oil sands; Solvent; Steam injection; Petroleum engineering; Asphaltene; Porosity; Soil vapor extraction; Permeability (electromagnetism); Materials science; Chromatography; Chemistry; Mineralogy; Geology; Composite material; Organic chemistry","score_opus":0.021573820233390717,"score_gpt":0.30999183041928075,"score_spread":0.28841801018589003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198475471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945263,0.00008869209,0.004970651,0.000017152655,0.00000620885,0.000016953305,0.00005886733,0.000057052148,0.0002581524],"genre_scores_gemma":[0.99573225,0.00008335544,0.0037544256,0.000007584321,0.0000026820153,0.000015902035,0.000053639185,0.000010216102,0.00033989968],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998072,0.000026368134,0.000014744678,0.000042819218,0.000084624946,0.000024205116],"domain_scores_gemma":[0.9998056,0.00006214212,0.000038423168,0.000036033485,0.000042003772,0.000015866419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027321352,0.00027198496,0.0003456344,0.00022789637,0.0002762751,0.00023734341,0.0002868467,0.00028419966,0.0008691802],"category_scores_gemma":[0.00030030296,0.00011217664,0.00027887174,0.00025069105,0.00033497787,0.00030766035,0.0003267328,0.00031865994,0.00015839151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091917806,0.00006684574,0.0006187007,0.000037606682,0.0000044142644,0.000053235453,0.000030968095,0.0015228573,0.9954633,0.00009455447,0.000016087331,0.001999545],"study_design_scores_gemma":[0.000011102676,0.00035503108,0.0016499076,0.00000188632,0.0000084770145,0.000026193344,0.00003611112,0.018921575,0.9784889,0.000026338328,0.00046764524,0.0000068473328],"about_ca_topic_score_codex":0.00092423987,"about_ca_topic_score_gemma":0.0013241589,"teacher_disagreement_score":0.00092423987,"about_ca_system_score_codex":0.00026152772,"about_ca_system_score_gemma":0.00017585488,"threshold_uncertainty_score":0.0029076934},"labels":[],"label_agreement":null},{"id":"W3199572872","doi":"10.2118/206730-pa","title":"Determination of Horizontal In-Situ Stress Profiles and Rock Deformation Moduli in Karamay Basin Using a Multiobjective Optimization Technique","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Borehole; Geology; Calipers; Inversion (geology); Deformation (meteorology); Stress field; Stress (linguistics); Rock mechanics; Structural basin; Geotechnical engineering; Geometry; Engineering; Geomorphology; Mathematics; Structural engineering","score_opus":0.006566322257458079,"score_gpt":0.22654074333792498,"score_spread":0.21997442108046691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199572872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5889293,0.000092799244,0.40887278,0.00008895441,0.000004211824,0.00004260462,0.00013069941,0.00017116724,0.0016674617],"genre_scores_gemma":[0.8957375,0.00003997997,0.10347544,0.00001659386,0.000002838972,0.000074184136,0.00009082289,0.000024370816,0.00053818995],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99986887,0.000043110907,0.000008345547,0.000033009925,0.000026969909,0.000019744539],"domain_scores_gemma":[0.9997193,0.00015524837,0.000047570895,0.000012451063,0.000049353188,0.000016097943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056260964,0.0006254587,0.00044211987,0.00063213025,0.00023471584,0.00041232596,0.0002864791,0.00037669227,0.00049085973],"category_scores_gemma":[0.00071128795,0.00036771363,0.00039048173,0.00033884213,0.00024269935,0.0002485228,0.00036248483,0.00024493286,0.0000613036],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003515781,0.000033266308,0.0051658405,0.000049231083,0.00003949379,0.000046990383,0.000045451954,0.95032984,0.018670889,0.00033315245,0.00007997923,0.025170775],"study_design_scores_gemma":[0.0000035699463,0.00001982291,0.0024636567,0.0000027878652,0.000005082154,0.0000075628254,0.000014291162,0.9950819,0.002173453,0.00016056735,0.00006289947,0.0000044192857],"about_ca_topic_score_codex":0.009341833,"about_ca_topic_score_gemma":0.0101073235,"teacher_disagreement_score":0.009341833,"about_ca_system_score_codex":0.00042908106,"about_ca_system_score_gemma":0.0007476581,"threshold_uncertainty_score":0.018574893},"labels":[],"label_agreement":null},{"id":"W3206138087","doi":"10.2118/201258-pa","title":"Effect of Wettability on Vaporization of Hydrocarbon Solvents in Capillary Media","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Wetting; Hydrocarbon; Heptane; Vaporization; Kelvin equation; Boiling; Nucleation; Chemical engineering; Chemistry; Materials science; Mineralogy; Organic chemistry; Composite material","score_opus":0.006769029953947352,"score_gpt":0.22920167016018939,"score_spread":0.22243264020624204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206138087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989642,0.00013792868,0.00034449517,0.0000071530776,0.0000044205763,0.0000046598147,0.00008439987,0.000019239005,0.00043342746],"genre_scores_gemma":[0.9990324,0.00014425025,0.0004586358,0.0000075053,0.0000029042415,0.000009877241,0.00009459025,0.0000099063145,0.0002400623],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983335,0.000014292305,0.000012028019,0.000033844004,0.00005311188,0.00005334997],"domain_scores_gemma":[0.99963415,0.00018105106,0.00007315983,0.000020458048,0.0000584801,0.000032697793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015723509,0.00027063317,0.0001626956,0.00022572368,0.00017171819,0.0002855299,0.00013243099,0.00013889534,0.001287733],"category_scores_gemma":[0.00045100274,0.00015392949,0.00016870454,0.00020519775,0.00021648296,0.00022905397,0.00019753052,0.00030099004,0.00012817406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007270121,0.00000924688,0.00056981994,0.000026250225,0.0000072651687,0.000035165835,0.000037306178,0.00017706497,0.9981463,0.000028033437,0.000017562967,0.0008733306],"study_design_scores_gemma":[0.0000019699164,0.00008314323,0.0031090367,0.000001951731,0.0000050709814,0.000021089552,0.000029149582,0.0010496482,0.9955349,0.0000067699707,0.00015315646,0.000003972932],"about_ca_topic_score_codex":0.0018703662,"about_ca_topic_score_gemma":0.002630419,"teacher_disagreement_score":0.0018703662,"about_ca_system_score_codex":0.00021728924,"about_ca_system_score_gemma":0.00013944035,"threshold_uncertainty_score":0.004307866},"labels":[],"label_agreement":null},{"id":"W3208650305","doi":"10.2118/206746-pa","title":"Geomechanical Response Induced by Multiphase (Gas/Water) Flow in the Mallik Hydrate Reservoir of Canada","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cabin pressurization; Hydrate; Geology; Permafrost; Petroleum engineering; Clathrate hydrate; Natural gas; Geotechnical engineering; Permeability (electromagnetism); Compaction; Petrology; Soil science; Chemistry; Materials science","score_opus":0.011595161096893514,"score_gpt":0.22080728582199055,"score_spread":0.20921212472509704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208650305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993463,0.000013575489,0.00007703649,0.000017233386,9.904114e-7,0.0000043810323,0.00013987113,0.000016825541,0.00038366896],"genre_scores_gemma":[0.9996024,0.000009133544,0.00007389403,0.0000036210977,3.2934597e-7,0.0000019351824,0.000085410946,0.0000021162768,0.00022114313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998591,0.000004690615,0.0000049696987,0.000034257515,0.000043361222,0.000053494605],"domain_scores_gemma":[0.99990046,0.000009907806,0.0000106134075,0.0000056376416,0.000042888485,0.000030517229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008660554,0.00021782856,0.0002843463,0.00045511805,0.0008606891,0.0006214707,0.00052425865,0.00036024355,0.0008296707],"category_scores_gemma":[0.00019338218,0.0001870187,0.00030844097,0.00042522984,0.00058327656,0.00020660815,0.00040370622,0.0002680263,0.00008268019],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011682617,0.000297163,0.6164098,0.00015271934,0.00017494019,0.0024031557,0.0012005058,0.0863851,0.27099103,0.0008431772,0.0009824516,0.018991735],"study_design_scores_gemma":[0.000049145885,0.00014411205,0.850207,0.000010117916,0.000055104225,0.00012205241,0.0014770083,0.12131516,0.025183873,0.000111911686,0.0012518183,0.00007276034],"about_ca_topic_score_codex":0.8333138,"about_ca_topic_score_gemma":0.83081746,"teacher_disagreement_score":0.16668618,"about_ca_system_score_codex":0.006397577,"about_ca_system_score_gemma":0.0034543655,"threshold_uncertainty_score":0.3353356},"labels":[],"label_agreement":null},{"id":"W4200241120","doi":"10.2118/209189-pa","title":"Experimental Study and Prediction Model for Hydrate Plugging Formation in Single-Pass Gas-Dominated Pipes with Diameter Reduction","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Clathrate hydrate; Hydrate; Subcooling; Deposition (geology); Materials science; Sloughing; Petroleum engineering; Natural gas; Chemical engineering; Mechanics; Geology; Chemistry","score_opus":0.016919053735896767,"score_gpt":0.2311518054900775,"score_spread":0.21423275175418072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200241120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76353633,0.00056185137,0.22711082,0.00022857521,0.000103498925,0.00016947159,0.0005888759,0.001364833,0.0063357744],"genre_scores_gemma":[0.99062586,0.0001871454,0.007692215,0.000008834766,0.0000058996648,0.00008674771,0.00011758093,0.000015290545,0.0012603627],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982625,0.000021790307,0.00001184192,0.000056420664,0.00005605259,0.000027806298],"domain_scores_gemma":[0.99967456,0.000120622506,0.00005706412,0.000037296406,0.000093538256,0.000016900889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044088208,0.0006353523,0.00044139472,0.00036301897,0.00035544488,0.00042499785,0.0008260136,0.00092168077,0.0012733969],"category_scores_gemma":[0.0005862567,0.00034733556,0.0006216867,0.00022806048,0.00046200823,0.0005602615,0.00036694374,0.00047348047,0.00020455506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016215422,0.000095968244,0.0066855582,0.0002853793,0.000016850929,0.00048620964,0.00016598139,0.87705284,0.10498404,0.0016104544,0.0004698285,0.007984632],"study_design_scores_gemma":[0.00000570807,0.00005501244,0.0006778094,0.000003480174,0.00000491051,0.000012872354,0.000014526194,0.9910357,0.007944019,0.000098899705,0.00013925975,0.000007698884],"about_ca_topic_score_codex":0.0064214757,"about_ca_topic_score_gemma":0.0026761896,"teacher_disagreement_score":0.0064214757,"about_ca_system_score_codex":0.00050868647,"about_ca_system_score_gemma":0.00049298996,"threshold_uncertainty_score":0.012768209},"labels":[],"label_agreement":null},{"id":"W4200342982","doi":"10.2118/208615-pa","title":"Dimethyl Ether as a Novel Solvent for Bitumen Recovery: Mechanisms of Improved Mass Transfer and Energy Efficiency","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mass transfer; Butane; Solvent; Asphalt; Dimethyl ether; Materials science; Chemical engineering; Enhanced oil recovery; Chemistry; Petroleum engineering; Organic chemistry; Chromatography; Composite material","score_opus":0.007838990534851703,"score_gpt":0.22200244968294247,"score_spread":0.21416345914809076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200342982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9640845,0.0025137472,0.029640744,0.00010818031,0.000030139876,0.000035303954,0.000111784335,0.00007971758,0.0033958836],"genre_scores_gemma":[0.9939744,0.00090229325,0.0039398824,0.000011644348,0.0000041534604,0.000012300725,0.00004877355,0.0000062589256,0.0011003027],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999224,0.0000091460415,0.000005664226,0.000013123657,0.00003216626,0.00001746864],"domain_scores_gemma":[0.99994445,0.000015865231,0.000017440143,0.0000068113673,0.000010785647,0.0000047254994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018111891,0.00033387123,0.00026528188,0.00024138558,0.00017018466,0.0002880053,0.00032377246,0.00023663547,0.0008807208],"category_scores_gemma":[0.00014563673,0.00012370513,0.00039019078,0.00019993586,0.00021380886,0.0004983869,0.000353688,0.00026877405,0.00021924317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095557625,0.00002876075,0.00071656815,0.00021665316,0.0000107389,0.00015152071,0.000026052598,0.01572426,0.97222364,0.0033072196,0.0000761032,0.0074229687],"study_design_scores_gemma":[0.000009074183,0.00007244328,0.00053950277,0.0000060310103,0.000010565016,0.000044046225,0.0000184915,0.071329705,0.9258882,0.00033235629,0.0017398149,0.000009808584],"about_ca_topic_score_codex":0.0008321115,"about_ca_topic_score_gemma":0.0008178385,"teacher_disagreement_score":0.0008807208,"about_ca_system_score_codex":0.00037261957,"about_ca_system_score_gemma":0.0001710159,"threshold_uncertainty_score":0.0029463172},"labels":[],"label_agreement":null},{"id":"W4200587696","doi":"10.2118/208572-pa","title":"Highly Efficient and Accurate Gas-Alkane Binary Mixture Interfacial Tension Equations for a Broad Range of Temperatures, Pressures, and Compositions","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Alkane; Surface tension; Thermodynamics; Binary number; Range (aeronautics); Work (physics); Chemistry; Enhanced oil recovery; Petroleum engineering; Materials science; Hydrocarbon; Mathematics; Geology; Organic chemistry; Physics","score_opus":0.010402699749263828,"score_gpt":0.23712975195968686,"score_spread":0.22672705221042302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200587696","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23489465,0.0011754808,0.7459029,0.00051386416,0.000094121235,0.00016419464,0.00084561395,0.00091173983,0.015497426],"genre_scores_gemma":[0.82339126,0.00071892864,0.16459993,0.00012911519,0.00004584068,0.00038476742,0.001229042,0.00022719623,0.009273939],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998116,0.00002845606,0.000018262663,0.0000261634,0.00009335518,0.000022279552],"domain_scores_gemma":[0.99949193,0.00020736767,0.000056188015,0.000031042993,0.00020046906,0.000012859841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005545,0.00044910115,0.0006604094,0.00052554725,0.00039812538,0.0005369341,0.00084351917,0.00078833045,0.0019712276],"category_scores_gemma":[0.0015540954,0.00034369002,0.00074224256,0.0004871157,0.00026703256,0.00095870916,0.000486869,0.00088095956,0.00057996484],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000440454,0.000060141865,0.003220028,0.00012415717,0.000017455457,0.00012286445,0.000058159556,0.9402691,0.018016139,0.0071602566,0.0010730182,0.029834658],"study_design_scores_gemma":[0.0000027324372,0.0000034710215,0.00016735135,0.0000033225183,0.0000017341434,0.000007020522,0.000003410365,0.9973909,0.0018092659,0.00027008585,0.0003381382,0.0000025454935],"about_ca_topic_score_codex":0.008854094,"about_ca_topic_score_gemma":0.006661279,"teacher_disagreement_score":0.008854094,"about_ca_system_score_codex":0.0006399574,"about_ca_system_score_gemma":0.0011524749,"threshold_uncertainty_score":0.017605126},"labels":[],"label_agreement":null},{"id":"W4205268663","doi":"10.2118/208597-pa","title":"Low-Cost Sensors Provide Insight into Temporal Variation in Fugitive Methane Gas Concentrations Around an Energy Well","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Casing; Methane; Environmental science; Soil science; Hydrology (agriculture); Fossil fuel; Moisture; Water table; Soil gas; Groundwater; Atmospheric sciences; Geology; Chemistry; Soil water; Petroleum engineering; Geotechnical engineering","score_opus":0.006867303197057626,"score_gpt":0.21079496274876147,"score_spread":0.20392765955170383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205268663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901843,0.00012367898,0.0066224234,0.000043673786,0.000018690762,0.000012184264,0.00070554175,0.00020125821,0.0020882308],"genre_scores_gemma":[0.99540424,0.000042041032,0.0036125986,0.000019083034,0.000004695881,0.000008318621,0.00021788618,0.000008216376,0.0006829292],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999293,0.000005301897,0.0000037028883,0.000017500894,0.00002984225,0.000014353425],"domain_scores_gemma":[0.99982977,0.000040430605,0.000041035117,0.000011350571,0.00006404867,0.00001342144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009602949,0.00018011162,0.00015813345,0.000465416,0.00012267107,0.00024539497,0.00020260584,0.00027566045,0.0017168256],"category_scores_gemma":[0.0003469222,0.000098893244,0.00009816631,0.00030801105,0.00008624523,0.00026316856,0.00014383887,0.00019155217,0.00030987724],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038770505,0.000115563635,0.19837539,0.00015027644,0.000047660546,0.00025028226,0.00023934359,0.0041742744,0.73588127,0.00025925753,0.0014824484,0.058636475],"study_design_scores_gemma":[0.000014709753,0.00038274244,0.76904595,0.000030536256,0.000067896086,0.0003366022,0.0009824184,0.04930053,0.17490593,0.00027029368,0.0046104304,0.00005192104],"about_ca_topic_score_codex":0.0029116177,"about_ca_topic_score_gemma":0.008720757,"teacher_disagreement_score":0.0029116177,"about_ca_system_score_codex":0.00017225363,"about_ca_system_score_gemma":0.00011054876,"threshold_uncertainty_score":0.0057893395},"labels":[],"label_agreement":null},{"id":"W4205869308","doi":"10.2118/208601-pa","title":"Scale Up of Pore-Network Models into Reservoir Scale: Optimization of Inflow Control Devices Placement","year":2021,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Relative permeability; Inflow; Permeability (electromagnetism); Petroleum engineering; Reservoir simulation; Capillary pressure; Mechanics; Drawdown (hydrology); Volumetric flow rate; Well control; Geology; Environmental science; Materials science; Soil science; Porous medium; Porosity; Geotechnical engineering; Chemistry; Physics","score_opus":0.007922383458322246,"score_gpt":0.2315442279876143,"score_spread":0.22362184452929204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205869308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48937637,0.00048235257,0.48185164,0.0010130837,0.0000940939,0.00025570128,0.00051074626,0.0012067594,0.025209252],"genre_scores_gemma":[0.95869136,0.00007559501,0.03942512,0.00004712522,0.0000084374515,0.00009996677,0.000085887856,0.00009943648,0.0014669667],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983954,0.00005200943,0.000006589538,0.000031072334,0.000028304961,0.000042561023],"domain_scores_gemma":[0.99890864,0.0007535014,0.00008924524,0.000069550806,0.00011244844,0.0000666692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006730446,0.00073665037,0.00084668555,0.00035847304,0.0004143333,0.00090522476,0.00078630896,0.0010777679,0.0033357688],"category_scores_gemma":[0.0019495534,0.000527619,0.00066354015,0.00025998012,0.00055972533,0.00085788395,0.0009037554,0.0009468794,0.00029315223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000960858,0.000008784577,0.00017123403,0.000008012757,0.0000026070784,0.000011660315,0.0000037163834,0.9980416,0.00029330965,0.00026243107,0.00007186902,0.0011151336],"study_design_scores_gemma":[0.000003290825,0.000007698445,0.000034450582,0.0000015041082,0.0000017791226,0.0000013678028,0.000004775986,0.9995235,0.00013858134,0.00020130035,0.00008031487,0.0000013713097],"about_ca_topic_score_codex":0.010578855,"about_ca_topic_score_gemma":0.0065568313,"teacher_disagreement_score":0.010578855,"about_ca_system_score_codex":0.0011177964,"about_ca_system_score_gemma":0.0011058853,"threshold_uncertainty_score":0.021034539},"labels":[],"label_agreement":null},{"id":"W4206773246","doi":"10.2118/209202-pa","title":"Vibrational Data Communication Tools and Methods for Mining and Oil and Gas Extraction","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Transducer; Data transmission; Actuator; Process (computing); Transmission (telecommunications); Pipeline (software); Computer science; Piezoelectric sensor; Extraction (chemistry); Drill; Data extraction; Transfer (computing); Engineering; Electrical engineering; Computer hardware; Mechanical engineering; Telecommunications; Piezoelectricity; Artificial intelligence","score_opus":0.0552003862724415,"score_gpt":0.3343639464431077,"score_spread":0.2791635601706662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206773246","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07409777,0.013411288,0.87945634,0.0017907905,0.00082076533,0.00033208058,0.0002364406,0.0018792559,0.027975287],"genre_scores_gemma":[0.53423685,0.008854857,0.42824626,0.00042990033,0.0002831474,0.00030544042,0.00027399746,0.00020056206,0.027168939],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989114,0.00014405201,0.0000664372,0.00012889472,0.0006908874,0.000058367637],"domain_scores_gemma":[0.9990658,0.0003544308,0.00012727796,0.00012042151,0.0003018059,0.00003019261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009013708,0.0004856715,0.00024741422,0.001509341,0.0003742822,0.00079021155,0.0008018631,0.00061849615,0.004090126],"category_scores_gemma":[0.0012144418,0.00025169333,0.0003548884,0.0011216209,0.00078981364,0.0015331972,0.0007128423,0.0007369326,0.00087925466],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018365742,0.0001193469,0.001153598,0.0011674968,0.000029767516,0.00034115853,0.00042370803,0.005308003,0.5098418,0.04902913,0.004177924,0.42822435],"study_design_scores_gemma":[0.000050534505,0.0010472806,0.003091208,0.000255993,0.00008830562,0.0014349687,0.0003860531,0.051068377,0.770156,0.011750421,0.1605266,0.00014421238],"about_ca_topic_score_codex":0.00042946468,"about_ca_topic_score_gemma":0.00041661225,"teacher_disagreement_score":0.004090126,"about_ca_system_score_codex":0.00053486595,"about_ca_system_score_gemma":0.0005190102,"threshold_uncertainty_score":0.013682842},"labels":[],"label_agreement":null},{"id":"W4211160076","doi":"10.2118/209211-pa","title":"Inflow Control Devices Placement: A Computational Fluid Dynamics Approach","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inflow; Computational fluid dynamics; Petroleum engineering; Fluid dynamics; Body orifice; Flow (mathematics); Multiphase flow; Mechanics; Unavailability; Environmental science; Marine engineering; Geology; Engineering; Mechanical engineering; Reliability engineering","score_opus":0.010891981770118152,"score_gpt":0.24265097941246228,"score_spread":0.23175899764234412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211160076","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009311076,0.00027494787,0.9749522,0.0004531238,0.00012291905,0.00011205503,0.000137463,0.00046432763,0.014171785],"genre_scores_gemma":[0.53039205,0.00078580587,0.45109513,0.00027904348,0.00020987252,0.0004683986,0.00042362598,0.00049029524,0.015855772],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995628,0.00008629836,0.00002132515,0.00008118949,0.00017235008,0.000076095086],"domain_scores_gemma":[0.9993717,0.00024788332,0.00007961228,0.000045743305,0.0002060013,0.00004909661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000597127,0.00104458,0.0010697005,0.0011636418,0.0011152257,0.0025663332,0.0016831637,0.0020592138,0.006449709],"category_scores_gemma":[0.001526478,0.00082027784,0.0012765889,0.00059815234,0.0008701767,0.0010088154,0.0016841472,0.0013329599,0.0011990115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019460187,0.00003281269,0.0003762126,0.000046793142,0.000007880508,0.000091603855,0.000027875481,0.97618175,0.0012661682,0.009892745,0.0010014805,0.01105528],"study_design_scores_gemma":[0.0000024805518,0.000004564291,0.000024796826,0.0000055401374,0.0000014963072,0.000006766893,0.0000069911316,0.9978115,0.00022264064,0.0011023061,0.00080741016,0.0000036612942],"about_ca_topic_score_codex":0.009283574,"about_ca_topic_score_gemma":0.0056753843,"teacher_disagreement_score":0.009283574,"about_ca_system_score_codex":0.001227311,"about_ca_system_score_gemma":0.0021351988,"threshold_uncertainty_score":0.021576405},"labels":[],"label_agreement":null},{"id":"W4220702495","doi":"10.2118/209589-pa","title":"A Comparison between Klinkenberg and Maxwell-Stefan Formulations to Model Tight Condensate Formations","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Permeability (electromagnetism); Saturation (graph theory); Mechanics; Thermodynamics; Physics; Chemistry; Mathematics","score_opus":0.03453609190547232,"score_gpt":0.2846993637766516,"score_spread":0.2501632718711793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220702495","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25976065,0.0017139736,0.7091184,0.0006915827,0.00022184213,0.00029043586,0.00076569006,0.000559541,0.026877794],"genre_scores_gemma":[0.9222521,0.0013404828,0.06052287,0.00016241458,0.000043035583,0.00028563806,0.00034953846,0.00016681742,0.014877205],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981827,0.000045006404,0.000013521159,0.000023864683,0.000064379856,0.000035075896],"domain_scores_gemma":[0.9996408,0.00015188777,0.00006254911,0.00003823277,0.000081446495,0.00002505853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042430803,0.0005344078,0.00045681183,0.00030030927,0.00027468975,0.0007101464,0.0008010623,0.0008308736,0.0014267409],"category_scores_gemma":[0.0008306143,0.00021404076,0.000587424,0.00032801306,0.0004979301,0.00085862895,0.0004441034,0.00057294534,0.0003327197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007211417,0.000079763224,0.0010344947,0.00014707152,0.00001885424,0.00014457048,0.000108976,0.93515307,0.022976015,0.028066678,0.0007615032,0.01143698],"study_design_scores_gemma":[0.0000058633027,0.00003060658,0.0001318362,0.0000073136903,0.000004279828,0.000017933511,0.00001312419,0.9941969,0.0032243493,0.0010539365,0.0013072053,0.0000067037176],"about_ca_topic_score_codex":0.0072354754,"about_ca_topic_score_gemma":0.004184252,"teacher_disagreement_score":0.0072354754,"about_ca_system_score_codex":0.0010060094,"about_ca_system_score_gemma":0.0019021608,"threshold_uncertainty_score":0.0143867135},"labels":[],"label_agreement":null},{"id":"W4220746954","doi":"10.2118/205897-pa","title":"Quantification of Temperature-Dependent Sorption Isotherms in Shale Gas Reservoirs: Experiment and Theory","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Sorption; Adsorption; Oil shale; Supercritical fluid; Methane; Petroleum engineering; Chemistry; Natural gas; Fugacity; Analytical Chemistry (journal); Mineralogy; Thermodynamics; Chromatography; Geology; Organic chemistry","score_opus":0.014076857306978323,"score_gpt":0.24010032786143312,"score_spread":0.2260234705544548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220746954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82932097,0.0016903006,0.16260019,0.00020696207,0.00003464117,0.00013082569,0.0008172638,0.0009343986,0.0042644166],"genre_scores_gemma":[0.98953325,0.00045538056,0.00921547,0.000018273771,0.0000074320296,0.000058908514,0.00015483558,0.000019639418,0.0005368835],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996189,0.000043301596,0.0000119052365,0.000102000144,0.00018648729,0.000037378464],"domain_scores_gemma":[0.999666,0.0001597254,0.0000305671,0.00004516137,0.00008703122,0.0000115730745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007314368,0.00041092746,0.00035221322,0.0004411526,0.00025160168,0.0002726902,0.0007701556,0.000557874,0.0008532932],"category_scores_gemma":[0.00084147893,0.00029473758,0.00035078538,0.0004760603,0.0005790733,0.0010097125,0.00046467368,0.0005602078,0.00034591788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019309182,0.00013971227,0.00419184,0.00032913632,0.000027046028,0.000092187285,0.00012141156,0.024111943,0.9526961,0.003802608,0.00028700277,0.014007958],"study_design_scores_gemma":[0.000010036339,0.00017365145,0.0044854176,0.000021652106,0.0000124068465,0.000059697697,0.000045121273,0.30670443,0.685692,0.00163201,0.0011170887,0.000046425663],"about_ca_topic_score_codex":0.0014029278,"about_ca_topic_score_gemma":0.0011401257,"teacher_disagreement_score":0.0014029278,"about_ca_system_score_codex":0.0006172977,"about_ca_system_score_gemma":0.0003452484,"threshold_uncertainty_score":0.004478812},"labels":[],"label_agreement":null},{"id":"W4220763920","doi":"10.2118/209606-pa","title":"Organic Weighting Hydraulic Fracturing Fluid: Complex Interactions between Formate Salts, Hydroxy Carboxylate Acid, and Guar","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Citric acid; Formate; Carboxylate; Chemistry; Hydrogen bond; Organic acid; Inorganic chemistry; Chemical engineering; Molecule; Organic chemistry; Catalysis","score_opus":0.009644399555168121,"score_gpt":0.2133887131742057,"score_spread":0.20374431361903758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220763920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976162,0.0004930908,0.0014900265,0.000035026427,0.000013058696,0.000010490486,0.000027685837,0.000015403553,0.00029907294],"genre_scores_gemma":[0.9971571,0.00031537085,0.0020349773,0.000022126214,0.000007292535,0.000010305436,0.00003925612,0.0000044138715,0.0004091163],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998679,0.000023206232,0.000010903917,0.000025847174,0.000035269244,0.00003693514],"domain_scores_gemma":[0.9999002,0.00003168239,0.000036335336,0.000004529746,0.000015991307,0.000011193902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020676779,0.00035480756,0.00017169461,0.00017475666,0.00016579436,0.00023145592,0.00019100429,0.0002460404,0.00048364847],"category_scores_gemma":[0.00023633629,0.000104941304,0.00018538671,0.00012397082,0.00023948903,0.00035738727,0.0001465904,0.00025845945,0.00008159811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003941061,0.000018140494,0.0005438859,0.00008567121,0.000011036742,0.000065844695,0.00002828919,0.00080491515,0.9960466,0.00015497465,0.000040029867,0.0021611839],"study_design_scores_gemma":[0.0000051763254,0.00015716162,0.0010405248,0.0000060526722,0.000011516884,0.000055754914,0.000028605979,0.0038281183,0.9939873,0.000032621138,0.0008380287,0.000009059444],"about_ca_topic_score_codex":0.0010021261,"about_ca_topic_score_gemma":0.0011211043,"teacher_disagreement_score":0.0010021261,"about_ca_system_score_codex":0.00022327072,"about_ca_system_score_gemma":0.00012745656,"threshold_uncertainty_score":0.0019925833},"labels":[],"label_agreement":null},{"id":"W4220986757","doi":"10.2118/209592-pa","title":"Optimization of the Operating Envelope of a Hot-Solvent Injection Process for Bitumen Recovery","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Asphalt; Petroleum engineering; Oil sands; Process engineering; Propane; Capital cost; Environmental science; Steam injection; Injector; Materials science; Waste management; Mechanical engineering; Chemistry; Engineering","score_opus":0.020327770122211316,"score_gpt":0.2758207495929378,"score_spread":0.25549297947072647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220986757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97040355,0.00066281523,0.025333524,0.000096001466,0.000024467035,0.00008466737,0.00029866476,0.00033725362,0.0027590399],"genre_scores_gemma":[0.99361897,0.00020020435,0.0055300556,0.000008860869,0.0000030962453,0.000026313215,0.00007980099,0.000029192146,0.00050346873],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997563,0.000022970627,0.000019360907,0.0000436091,0.00010814271,0.00004970152],"domain_scores_gemma":[0.99974364,0.00008965198,0.00006753728,0.000023876877,0.000054636377,0.000020628235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004537098,0.00038018034,0.0004172328,0.00038081786,0.00029344024,0.00056944415,0.00039932574,0.0002935306,0.002387291],"category_scores_gemma":[0.0005959589,0.00018398797,0.00035966048,0.00033994176,0.00021626985,0.00043674823,0.00032209515,0.00046702943,0.00053697947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000554546,0.00012327917,0.0013796787,0.00028050167,0.000011311691,0.00016543918,0.000078306315,0.011096486,0.9718707,0.00046520017,0.00016341385,0.013810985],"study_design_scores_gemma":[0.000021658725,0.00051128195,0.002650487,0.00001437197,0.000021862492,0.00004802944,0.00006360216,0.04021512,0.95489645,0.0001282802,0.0014099686,0.000018898736],"about_ca_topic_score_codex":0.000842642,"about_ca_topic_score_gemma":0.0013909368,"teacher_disagreement_score":0.002387291,"about_ca_system_score_codex":0.0003831239,"about_ca_system_score_gemma":0.00044261554,"threshold_uncertainty_score":0.007986248},"labels":[],"label_agreement":null},{"id":"W4221002597","doi":"10.2118/209607-pa","title":"Evaluating Interwell Connectivity in Waterflooding Reservoirs with Graph-Based Cooperation-Mission Neural Networks","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Graph; Artificial neural network; Domain (mathematical analysis); Data mining; Petroleum engineering; Geology; Artificial intelligence; Theoretical computer science; Mathematics","score_opus":0.03961270809439462,"score_gpt":0.31535135160624866,"score_spread":0.27573864351185406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221002597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72587043,0.00026455562,0.27059552,0.00041783619,0.00002750976,0.000057761088,0.0001897187,0.00026711271,0.0023095603],"genre_scores_gemma":[0.9909537,0.00003043618,0.008533011,0.000020145462,0.0000038809903,0.000018385632,0.00008522739,0.000007127751,0.00034811723],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997274,0.000103531725,0.0000146756065,0.00007249314,0.00003934076,0.000042519452],"domain_scores_gemma":[0.9982628,0.001090916,0.00021809633,0.00008423516,0.00026147062,0.00008251645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009409774,0.00063129846,0.0004585478,0.0008646288,0.00029983552,0.00050698715,0.000834097,0.00080275186,0.000716586],"category_scores_gemma":[0.0035196468,0.0002913895,0.0004942319,0.0005774452,0.00056546886,0.0010942338,0.00078960595,0.0005967023,0.000054962868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002988079,0.000014277416,0.002237584,0.000008898583,0.000014983138,0.000022288941,0.000011734385,0.9926422,0.00025952302,0.0006484519,0.00007867998,0.0040314323],"study_design_scores_gemma":[6.513102e-7,0.000004389262,0.00018643211,7.141846e-7,0.0000016787909,0.0000016553712,0.000003081136,0.99940896,0.00007076051,0.00031119393,0.000009393614,0.000001013606],"about_ca_topic_score_codex":0.023740023,"about_ca_topic_score_gemma":0.015144255,"teacher_disagreement_score":0.023740023,"about_ca_system_score_codex":0.0012464266,"about_ca_system_score_gemma":0.000742632,"threshold_uncertainty_score":0.04720366},"labels":[],"label_agreement":null},{"id":"W4221079023","doi":"10.2118/209623-pa","title":"A Novel Foam Flooding for Enhanced Oil Recovery in Fractured Low-Permeability Reservoirs: Performance Evaluation and Mechanism Study","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Imbibition; Enhanced oil recovery; Permeability (electromagnetism); Petroleum engineering; Surface tension; Materials science; Micromodel; Wetting; Geology; Composite material; Porous medium; Porosity; Chemistry","score_opus":0.019272849077429124,"score_gpt":0.27450452142554344,"score_spread":0.25523167234811434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221079023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98614615,0.0007532938,0.012424134,0.00005851169,0.000010810081,0.00003916442,0.000057052417,0.00012225217,0.00038854068],"genre_scores_gemma":[0.9943111,0.00025892883,0.004954546,0.000012419827,0.0000044397375,0.000019453139,0.000037837523,0.0000074495906,0.00039391784],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999879,0.000015899575,0.000008681585,0.000022755701,0.000049252925,0.000024452193],"domain_scores_gemma":[0.9998684,0.000037197093,0.000033316053,0.000011955511,0.000035179168,0.000013872364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027401073,0.00020715456,0.00023326903,0.00023316364,0.00013415188,0.00013716264,0.000284845,0.00028014657,0.00060368754],"category_scores_gemma":[0.0003094657,0.00010014285,0.00020581539,0.0001420995,0.00020372377,0.00045987236,0.00021472225,0.00023371405,0.00011119854],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005020279,0.000026479951,0.0002033155,0.00008690196,0.000003281588,0.000060589107,0.0000163292,0.0003839415,0.9960263,0.00007048187,0.000029877192,0.0030423687],"study_design_scores_gemma":[0.000008501909,0.00023921693,0.0005973025,0.000003172514,0.000006009521,0.000058871825,0.000009665499,0.0075526414,0.9910432,0.000024640936,0.0004510116,0.0000057420516],"about_ca_topic_score_codex":0.00051820517,"about_ca_topic_score_gemma":0.0004667864,"teacher_disagreement_score":0.00060368754,"about_ca_system_score_codex":0.00015798456,"about_ca_system_score_gemma":0.00012586689,"threshold_uncertainty_score":0.0020195246},"labels":[],"label_agreement":null},{"id":"W4223909627","doi":"10.2118/209805-pa","title":"The Utilization of Self-Crosslinkable Nanoparticles as High-Temperature Plugging Agent in Water-Based Drilling Fluid","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Thermogravimetric analysis; Drilling fluid; Thermal stability; Chemical engineering; Bentonite; Composite material; Microporous material; Nanoparticle; Petroleum engineering; Drilling; Nanotechnology","score_opus":0.007472609480388977,"score_gpt":0.19877691136385126,"score_spread":0.19130430188346229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223909627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97879344,0.0018859926,0.017919175,0.00006005418,0.00003269445,0.000022938837,0.000050044433,0.00013858358,0.0010970264],"genre_scores_gemma":[0.9926938,0.00043051713,0.005981524,0.000017457083,0.0000056961767,0.000011880266,0.000029446848,0.00000926238,0.0008203825],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993503,0.000010375226,0.0000056480667,0.000019165489,0.000016905664,0.000012951952],"domain_scores_gemma":[0.9999372,0.0000090445865,0.0000255859,0.0000056636836,0.000011552955,0.000010892036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000100943405,0.00028300643,0.000091048816,0.0001380882,0.00007596704,0.00012902312,0.00013443475,0.00024518286,0.0002659913],"category_scores_gemma":[0.0001118753,0.00011140912,0.00016645188,0.00006528478,0.00014032856,0.00032548018,0.000205543,0.00020426935,0.00011575465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001542977,0.0000066900584,0.00009466964,0.00004242283,0.0000022699498,0.000028022561,0.000011738092,0.00013032429,0.9974032,0.00009164292,0.000016300768,0.0021572595],"study_design_scores_gemma":[0.0000016849613,0.00006882566,0.00030044647,0.0000019874306,0.000003969927,0.000033631706,0.000005224565,0.0008304779,0.9979146,0.000016600072,0.000819689,0.0000028857357],"about_ca_topic_score_codex":0.00027516967,"about_ca_topic_score_gemma":0.00041716045,"teacher_disagreement_score":0.00028300643,"about_ca_system_score_codex":0.00012528375,"about_ca_system_score_gemma":0.000102542945,"threshold_uncertainty_score":0.00090903044},"labels":[],"label_agreement":null},{"id":"W4225422910","doi":"10.2118/209601-pa","title":"Port-Opening Falloff Test: A Complementary Test to Diagnostic Fracture Injection Test","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hydrostatic test; Casing; Petroleum engineering; Permeability (electromagnetism); Fracture (geology); Port (circuit theory); Test data; Geology; Computer science; Engineering; Geotechnical engineering; Mechanical engineering; Chemistry","score_opus":0.007568447014220849,"score_gpt":0.22687757743159007,"score_spread":0.2193091304173692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225422910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8531684,0.0018442774,0.12866217,0.0004965398,0.00042950266,0.00066654914,0.002273651,0.002313522,0.01014532],"genre_scores_gemma":[0.9033527,0.00049854687,0.09029761,0.0002786505,0.00007624393,0.00025770292,0.0012007129,0.000110202665,0.0039275466],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9969824,0.0002805374,0.00015656903,0.00038529685,0.0020023203,0.00019282837],"domain_scores_gemma":[0.99625826,0.00081295194,0.0007890266,0.00028243533,0.0015704812,0.0002867873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011652996,0.00069260073,0.0005982196,0.0023438325,0.00045941997,0.0008182497,0.00092764915,0.0010443691,0.003082008],"category_scores_gemma":[0.0031004513,0.00033540497,0.0006673485,0.0010404027,0.00069278927,0.0006962572,0.0010581767,0.0008100877,0.00087255915],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095396093,0.00033835595,0.092372514,0.00068823935,0.00008819954,0.0015652135,0.000573448,0.0012333823,0.8015748,0.0008474122,0.0034980723,0.096266404],"study_design_scores_gemma":[0.000056226985,0.0024859575,0.11185903,0.00014648878,0.00019281018,0.005181904,0.0008460742,0.020267833,0.8398782,0.0009512623,0.017931744,0.00020238812],"about_ca_topic_score_codex":0.0018427637,"about_ca_topic_score_gemma":0.003275625,"teacher_disagreement_score":0.003082008,"about_ca_system_score_codex":0.00036672727,"about_ca_system_score_gemma":0.0005827462,"threshold_uncertainty_score":0.010310352},"labels":[],"label_agreement":null},{"id":"W4226034105","doi":"10.2118/205862-pa","title":"Temperature Transient Analysis of Naturally Fractured Geothermal Reservoirs","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geothermal gradient; Adiabatic process; Joule–Thomson effect; Thermal conduction; Mechanics; Thermal expansion; Geothermal energy; Thermodynamics; Work (physics); Transient (computer programming); Thermal; Geology; Petroleum engineering; Geophysics; Physics; Computer science","score_opus":0.004596048749647152,"score_gpt":0.20773122615582837,"score_spread":0.20313517740618123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226034105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95745194,0.00013653007,0.039726093,0.00008525861,0.000009927664,0.000021779302,0.00019151821,0.00024877288,0.0021280805],"genre_scores_gemma":[0.9984736,0.000019204228,0.0012554969,0.000002064718,9.102524e-7,0.0000063892026,0.000024615461,0.0000043829878,0.00021326335],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999287,0.000010278665,0.00000418473,0.000013886744,0.000027611004,0.000015311707],"domain_scores_gemma":[0.9998404,0.00006144512,0.00002825164,0.00001172705,0.00004956119,0.000008623966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012644539,0.00014169628,0.00020954157,0.0002866381,0.00016281246,0.00026674249,0.0003176314,0.00029900967,0.00066224346],"category_scores_gemma":[0.00038967907,0.00010138649,0.00025482196,0.0002395555,0.00026763818,0.00035500465,0.00018290665,0.00022976923,0.00008529353],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003085381,0.00009016494,0.012835396,0.0001846453,0.000031671072,0.00055634446,0.00021021275,0.672281,0.29024297,0.002780473,0.00045248278,0.020026147],"study_design_scores_gemma":[0.0000034194936,0.000037032776,0.0025835943,0.0000047470985,0.000003887634,0.000032115255,0.00003509746,0.9688891,0.027986767,0.00023490567,0.00018120799,0.000008233003],"about_ca_topic_score_codex":0.0025127348,"about_ca_topic_score_gemma":0.001206696,"teacher_disagreement_score":0.0025127348,"about_ca_system_score_codex":0.00043341806,"about_ca_system_score_gemma":0.00030148803,"threshold_uncertainty_score":0.00499624},"labels":[],"label_agreement":null},{"id":"W4280589517","doi":"10.2118/209411-pa","title":"New Insights into the Understanding of In-Situ Combustion: The Nature of the Fuel and the Role of Operating Pressure","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Coke; Combustion; Cracking; Residual oil; Petroleum engineering; Light crude oil; Distillation; Secondary air injection; Pyrolysis; Thermal; Flammable liquid; Fuel oil; Carbonization; Environmental science; Waste management; Nuclear engineering; Materials science; Chemistry; Metallurgy; Thermodynamics; Geology; Composite material; Organic chemistry; Engineering","score_opus":0.008805172281719356,"score_gpt":0.2272006924860665,"score_spread":0.21839552020434716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280589517","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.329297,0.1576506,0.4011183,0.017764961,0.0026554125,0.00006488477,0.0007235889,0.0010266962,0.08969848],"genre_scores_gemma":[0.911819,0.056967568,0.019206828,0.0010330138,0.0019025152,0.000053715594,0.00022916282,0.00024535926,0.008542886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960333,0.000060033843,0.000015868596,0.00012119319,0.0001386913,0.000060912047],"domain_scores_gemma":[0.9993655,0.00030450808,0.0000850986,0.0000830053,0.00011442623,0.000047507416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076998165,0.00068699394,0.0011054139,0.0007962909,0.0004998258,0.0020980043,0.002026465,0.0015211456,0.0038102202],"category_scores_gemma":[0.0012620636,0.0005170464,0.00056175765,0.00059862854,0.0025261766,0.0068834415,0.0009485684,0.003170055,0.0007301192],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003447212,0.000604811,0.008005853,0.0031764251,0.00015130315,0.0013850825,0.0010279703,0.065875866,0.37234485,0.39286923,0.0072108195,0.14700308],"study_design_scores_gemma":[0.000026823933,0.00046632971,0.013699261,0.00046023162,0.00008276888,0.0011733316,0.0014114098,0.28592655,0.09097031,0.5252438,0.08027321,0.00026590616],"about_ca_topic_score_codex":0.0012543113,"about_ca_topic_score_gemma":0.00065330166,"teacher_disagreement_score":0.0038102202,"about_ca_system_score_codex":0.00083252275,"about_ca_system_score_gemma":0.00040233368,"threshold_uncertainty_score":0.012746453},"labels":[],"label_agreement":null},{"id":"W4280633441","doi":"10.2118/209826-pa","title":"Characterization of Sand Production for Clayey-Silt Sediments Conditioned to Hydraulic Slotting and Gravel Packing: Experimental Observations, Theoretical Formulations, and Modeling","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Silt; Geotechnical engineering; Permeability (electromagnetism); Geology; Porosity; Pore water pressure; Flow (mathematics); Petroleum engineering; Mechanics; Geomorphology","score_opus":0.029611128991866194,"score_gpt":0.2628803334640472,"score_spread":0.23326920447218102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280633441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99370086,0.0000367522,0.0057252035,0.000004443881,0.0000014372652,0.000012688303,0.00012396065,0.000055647488,0.00033904033],"genre_scores_gemma":[0.9985273,0.000028412405,0.0013223044,0.0000011066556,5.897504e-7,0.000008821434,0.00004165125,0.0000030481845,0.0000666194],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998969,0.0000074570767,0.000006138436,0.000024423265,0.00004869233,0.000016372755],"domain_scores_gemma":[0.9998129,0.00006359185,0.00004660633,0.000020511998,0.000043125765,0.000013326577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002297309,0.00029116595,0.00016507112,0.00033470304,0.00016100128,0.00020988169,0.00027745398,0.00016208258,0.0004473223],"category_scores_gemma":[0.00033003977,0.00015730887,0.00016993559,0.0002589935,0.00039691673,0.0001733447,0.00013100693,0.00017120826,0.000068342466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015953083,0.000048291917,0.013508344,0.000086544955,0.000007740218,0.00015126565,0.00011488778,0.017011145,0.96286666,0.00025742443,0.000045548222,0.0057426174],"study_design_scores_gemma":[0.00001067902,0.00023265419,0.04450189,0.0000074910345,0.000014626813,0.000046432695,0.00009799195,0.12731014,0.82739574,0.00012775905,0.00023652517,0.000018152567],"about_ca_topic_score_codex":0.0025598845,"about_ca_topic_score_gemma":0.00288953,"teacher_disagreement_score":0.0025598845,"about_ca_system_score_codex":0.00038861882,"about_ca_system_score_gemma":0.00016305513,"threshold_uncertainty_score":0.0050899982},"labels":[],"label_agreement":null},{"id":"W4281568164","doi":"10.2118/210564-pa","title":"Lattice Boltzmann Model for Oil/Water Two-Phase Flow in Nanoporous Media Considering Heterogeneous Viscosity, Liquid/Solid, and Liquid/Liquid Slip","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Nanoporous; Contact angle; Lattice Boltzmann methods; Relative permeability; Materials science; Wetting; Slip (aerodynamics); Multiphase flow; Oil shale; Mechanics; Thermodynamics; Chemical engineering; Chemistry; Composite material; Nanotechnology; Geology; Porosity; Physics","score_opus":0.028838268568862967,"score_gpt":0.28770580026955,"score_spread":0.25886753170068705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281568164","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17229633,0.001076061,0.806159,0.000979618,0.00022365173,0.0002563419,0.00048282612,0.0004425851,0.018083539],"genre_scores_gemma":[0.9004816,0.00070777576,0.08149277,0.00028461908,0.0000855587,0.0007583045,0.0003901469,0.00012686016,0.01567237],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997359,0.000054564098,0.000012513254,0.000039002934,0.000102193204,0.00005590387],"domain_scores_gemma":[0.9996835,0.00012240272,0.000046485555,0.00002284067,0.000084754116,0.000040092127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004130904,0.0006821293,0.00083830487,0.0006320453,0.0006272858,0.0007398902,0.0018818239,0.0017026105,0.0018758829],"category_scores_gemma":[0.0007526317,0.0005748149,0.00082609657,0.0005856052,0.0008633573,0.001138329,0.000677538,0.0008658268,0.00048194983],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038697897,0.000043972323,0.00070832064,0.00004681151,0.000014907094,0.00012481783,0.00003675164,0.97585267,0.0059412224,0.01497884,0.0001727207,0.002040229],"study_design_scores_gemma":[0.000004620728,0.0000027228075,0.000023950028,8.9730975e-7,9.730326e-7,0.000003006484,0.0000024761484,0.9992161,0.00015216415,0.0005283029,0.00006297524,0.0000018706713],"about_ca_topic_score_codex":0.019641882,"about_ca_topic_score_gemma":0.007436294,"teacher_disagreement_score":0.019641882,"about_ca_system_score_codex":0.0012665072,"about_ca_system_score_gemma":0.0015093466,"threshold_uncertainty_score":0.03905511},"labels":[],"label_agreement":null},{"id":"W4281747046","doi":"10.2118/210561-pa","title":"Numerical Simulation of Proppant Transport and Placement in Hydraulic Fractures with the Hybrid Perkins-Kern-Nordgren-Carter (PKN-C) Model and Particle Tracking Algorithm","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Mechanics; Geology; Newtonian fluid; Settling; Drag; Hydraulic fracturing; Discrete element method; Geotechnical engineering; Computer simulation; Non-Newtonian fluid; Lift (data mining); Simulation; Engineering; Physics; Computer science","score_opus":0.008825994175891836,"score_gpt":0.22268273394704272,"score_spread":0.21385673977115088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281747046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5941985,0.00030620716,0.39444828,0.00022736077,0.00009877392,0.00014439992,0.00031380035,0.0005704177,0.00969238],"genre_scores_gemma":[0.9282628,0.00013948447,0.06877666,0.000031902517,0.000010266159,0.000166265,0.00014520656,0.000034707486,0.0024327382],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998586,0.000031074644,0.000010228487,0.00002529099,0.000041025418,0.00003370629],"domain_scores_gemma":[0.99958855,0.00019399363,0.00006981539,0.000031139876,0.00007857405,0.00003793076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035802394,0.0004864972,0.0006369341,0.00043891184,0.00047432742,0.0006677576,0.0008579624,0.0013675921,0.0010719554],"category_scores_gemma":[0.00071385625,0.00028652253,0.0005962452,0.00042063658,0.0006159827,0.00034135702,0.00053978694,0.0005509129,0.00013449746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017505357,0.000021733435,0.0008228677,0.000015705116,0.0000061880646,0.000051750994,0.000021590313,0.9948382,0.0017272969,0.0008053352,0.00004868084,0.0016231567],"study_design_scores_gemma":[0.0000027037738,0.0000060562443,0.000064662,0.0000011140842,9.71162e-7,0.0000035772007,0.0000039305473,0.99959177,0.00022315445,0.00005261603,0.000047524245,0.0000020246255],"about_ca_topic_score_codex":0.026892958,"about_ca_topic_score_gemma":0.010812036,"teacher_disagreement_score":0.026892958,"about_ca_system_score_codex":0.00075098925,"about_ca_system_score_gemma":0.0014160897,"threshold_uncertainty_score":0.053472877},"labels":[],"label_agreement":null},{"id":"W4281789492","doi":"10.2118/210574-pa","title":"Numerical Simulation of the Straight-Swirling Integrated Jet and Its Application in Natural Gas Hydrate Drilling","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Jet (fluid); Nozzle; Impeller; Mechanics; Erosion; Draft tube; Shear stress; Drilling; Turbulence kinetic energy; Turbulence; Cavitation; Materials science; Geology; Mechanical engineering; Engineering; Physics","score_opus":0.00872942972712984,"score_gpt":0.22966535582492564,"score_spread":0.2209359260977958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281789492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90844005,0.0006489736,0.064805835,0.0005697271,0.00020305412,0.00014569615,0.0005410386,0.00047420445,0.024171444],"genre_scores_gemma":[0.9869131,0.00017856713,0.010346883,0.000039801103,0.0000133415315,0.00007811845,0.00019524372,0.000029820054,0.0022051635],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998109,0.0000329857,0.0000125376055,0.00002440219,0.000061011793,0.000058200872],"domain_scores_gemma":[0.9995197,0.00022283045,0.00006207738,0.000022611459,0.00011195283,0.000060822782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037446507,0.000585598,0.0007706922,0.00056753226,0.0008401665,0.0009482273,0.00081917224,0.0017042543,0.002239911],"category_scores_gemma":[0.0009835247,0.00038411186,0.0009384123,0.0005956298,0.0007272429,0.00049105205,0.00072843727,0.0006595395,0.00016731051],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008008242,0.00006998047,0.0035969245,0.000060139675,0.000015308124,0.0002879144,0.00006939134,0.9891766,0.0028872895,0.001223905,0.00024972914,0.0022828267],"study_design_scores_gemma":[0.0000118700455,0.000020632957,0.00036749936,0.0000034337434,0.00000302572,0.000008691502,0.000025530597,0.99904794,0.00028795755,0.00008912804,0.00012904519,0.000005198037],"about_ca_topic_score_codex":0.028009417,"about_ca_topic_score_gemma":0.010139228,"teacher_disagreement_score":0.028009417,"about_ca_system_score_codex":0.00064896024,"about_ca_system_score_gemma":0.0010524116,"threshold_uncertainty_score":0.055692792},"labels":[],"label_agreement":null},{"id":"W4284962545","doi":"10.2118/206171-pa","title":"Phase Behavior and Physical Properties of Dimethyl Ether/CO2/Water/Heavy Oil Systems under Reservoir Conditions","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Dimethyl ether; Saturation (graph theory); Phase (matter); Thermodynamics; Chemistry; Volume (thermodynamics); Vapor pressure; Equation of state; Analytical Chemistry (journal); Chromatography; Organic chemistry; Methanol","score_opus":0.026597982600571356,"score_gpt":0.26842772465817294,"score_spread":0.24182974205760158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284962545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951519,0.0003808859,0.0031728826,0.000020341547,0.000009838463,0.000015723004,0.0002804903,0.00005641551,0.000911621],"genre_scores_gemma":[0.9972705,0.00026690707,0.0016565509,0.000009895656,0.0000045020097,0.000021251688,0.00025024172,0.000016483555,0.00050357514],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997979,0.000016456286,0.000014403863,0.000044345532,0.0000886945,0.00003819209],"domain_scores_gemma":[0.9998073,0.00006176933,0.00005051669,0.00001436419,0.000048931135,0.000017039007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023438933,0.00027279524,0.00018585414,0.00045458798,0.00022797873,0.00024041836,0.00026273308,0.00015926217,0.001016569],"category_scores_gemma":[0.0005243484,0.00012863491,0.00013055537,0.00045684408,0.00032171095,0.0004909299,0.00024976063,0.000399591,0.00018864108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001316873,0.000018853958,0.0009891255,0.00006853238,0.000006407521,0.00005364609,0.000063088824,0.00054525404,0.9953126,0.00017054642,0.000038316866,0.0026019565],"study_design_scores_gemma":[0.0000028084671,0.000054441243,0.0016318308,0.0000028161858,0.0000050805133,0.000020215506,0.000036674704,0.0033212956,0.9945708,0.000027352648,0.00032043832,0.00000612904],"about_ca_topic_score_codex":0.0014092347,"about_ca_topic_score_gemma":0.0018091939,"teacher_disagreement_score":0.0014092347,"about_ca_system_score_codex":0.00022758477,"about_ca_system_score_gemma":0.00019857443,"threshold_uncertainty_score":0.003400743},"labels":[],"label_agreement":null},{"id":"W4289262439","doi":"10.2118/209347-pa","title":"Reinjection of Produced (Sheared) Polymer in a Canadian Viscous Oil Reservoir: Considerations to Improve Economics and Reduce Carbon Footprint","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Enhanced oil recovery; Residual oil; Petroleum engineering; Polymer; Asphalt; Produced water; Environmental science; Oil field; Materials science; Process engineering; Waste management; Geology; Engineering; Composite material","score_opus":0.008366241270874897,"score_gpt":0.2234528075820486,"score_spread":0.2150865663111737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289262439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99705243,0.00025580215,0.0011496978,0.000068160945,0.000005503953,0.000037718233,0.00011554807,0.000036535457,0.0012786365],"genre_scores_gemma":[0.99264014,0.000418776,0.0046153488,0.000020555946,0.000002262117,0.000020782152,0.00016375812,0.000015360729,0.002103102],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99968445,0.000023424345,0.00001574269,0.00004214039,0.00016416215,0.00007010366],"domain_scores_gemma":[0.9996884,0.000042643882,0.00006653912,0.00002309517,0.0001265345,0.000052788495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048167564,0.0002751382,0.00028783537,0.0004925949,0.0006049691,0.0006899333,0.00062707183,0.00032140006,0.0011713504],"category_scores_gemma":[0.0004546018,0.00013517581,0.00030711875,0.0004632673,0.00033591888,0.0004285451,0.00035092534,0.00052116317,0.00022301413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003138527,0.00012273219,0.0032312528,0.00014740876,0.000012563618,0.00030148774,0.00006417814,0.0032738328,0.983707,0.00026960854,0.00012228846,0.008433842],"study_design_scores_gemma":[0.000016748645,0.0007783067,0.009066112,0.000024078035,0.000032486212,0.00011928914,0.0001972132,0.0059606046,0.980607,0.000045252058,0.0031250014,0.000027964381],"about_ca_topic_score_codex":0.12094898,"about_ca_topic_score_gemma":0.26970327,"teacher_disagreement_score":0.879051,"about_ca_system_score_codex":0.0024557307,"about_ca_system_score_gemma":0.0020996921,"threshold_uncertainty_score":0.24048996},"labels":[],"label_agreement":null},{"id":"W4289933889","doi":"10.2118/208962-pa","title":"A Machine Learning Approach to Real-Time Uncertainty Assessment of SAGD Forecasts","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Cenovus Energy (Canada)","funders":"","keywords":"Computer science; Reservoir simulation; Monte Carlo method; Uncertainty quantification; Data mining; Field (mathematics); Bayesian probability; Workflow; Machine learning; Artificial intelligence; Petroleum engineering; Engineering; Statistics; Mathematics","score_opus":0.020847854257605287,"score_gpt":0.2907457891482891,"score_spread":0.2698979348906838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289933889","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03912195,0.0002158756,0.9571917,0.0003907964,0.000035209683,0.000056434834,0.00016933156,0.00051154796,0.002307178],"genre_scores_gemma":[0.8727651,0.00016481432,0.12498351,0.00008531639,0.0000952109,0.00012680043,0.00030280373,0.000049036833,0.0014274955],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902475,0.000386545,0.00007669831,0.00019708925,0.00022680745,0.00008817992],"domain_scores_gemma":[0.9951401,0.003250628,0.0004268172,0.00020661016,0.0008676665,0.0001081713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002827521,0.00059352315,0.0008485783,0.0015676587,0.00044017934,0.0012487259,0.0010972614,0.0009028362,0.0015222301],"category_scores_gemma":[0.007715496,0.00036245474,0.0006431567,0.0011472158,0.00055137835,0.0009898198,0.00086661376,0.001350079,0.0002506031],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020887674,0.00002631525,0.0010068656,0.000014284135,0.000027110562,0.00002719184,0.000017943046,0.9642838,0.00024104782,0.0029318484,0.0003325865,0.031070003],"study_design_scores_gemma":[4.4741336e-7,0.0000028329735,0.00007142361,0.0000012885021,0.0000010460075,0.0000017580504,0.0000015451837,0.9986778,0.00005424902,0.0011382062,0.000048059588,0.0000013345837],"about_ca_topic_score_codex":0.009885748,"about_ca_topic_score_gemma":0.00538192,"teacher_disagreement_score":0.009885748,"about_ca_system_score_codex":0.0013299873,"about_ca_system_score_gemma":0.0010245357,"threshold_uncertainty_score":0.01965642},"labels":[],"label_agreement":null},{"id":"W4293231054","doi":"10.2118/208938-pa","title":"Characterization of Wormhole Growth and Propagation Dynamics During Cold Heavy Oil Production with Sand (CHOPS) Processes by Integrating Rate Transient Analysis and a Pressure-Gradient-Based Sand Failure Criterion","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Wormhole; Transient (computer programming); Mechanics; Transient flow; Pressure gradient; Production rate; Sink (geography); Materials science; Petroleum engineering; Geotechnical engineering; Geology; Computer science; Steady state (chemistry); Engineering; Physics; Chemistry; Process engineering","score_opus":0.002350554734145298,"score_gpt":0.1717318573030225,"score_spread":0.1693813025688772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293231054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95164824,0.00004783608,0.04718324,0.000023130584,0.0000037883249,0.000021826245,0.000098251134,0.0001859709,0.0007877467],"genre_scores_gemma":[0.99840015,0.000013481266,0.0014033334,0.0000010053327,3.7022411e-7,0.0000049912996,0.000024057077,0.0000036724896,0.0001489055],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989986,0.000007296,0.0000058048367,0.000019338184,0.000047334728,0.000020302767],"domain_scores_gemma":[0.9996443,0.00012454008,0.000082108665,0.00002568371,0.00010279696,0.000020585429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026586957,0.00026027602,0.00023529168,0.00058122515,0.00019386219,0.0002755898,0.00038840677,0.0002430437,0.0007010942],"category_scores_gemma":[0.00056721433,0.00012307799,0.00027170556,0.0002073243,0.00034227566,0.00044791066,0.00030504196,0.00024447837,0.00006688903],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041509926,0.000094886534,0.054962583,0.00019912294,0.00003558734,0.0006482492,0.00032680036,0.56646603,0.334753,0.0033584728,0.0003441471,0.038396027],"study_design_scores_gemma":[0.0000028146326,0.000052552252,0.008091834,0.0000041738404,0.0000062035083,0.000030011295,0.0000936546,0.9357587,0.05556996,0.000262752,0.00011676152,0.000010578821],"about_ca_topic_score_codex":0.0064012823,"about_ca_topic_score_gemma":0.00425889,"teacher_disagreement_score":0.0064012823,"about_ca_system_score_codex":0.0005255332,"about_ca_system_score_gemma":0.00031147312,"threshold_uncertainty_score":0.012728035},"labels":[],"label_agreement":null},{"id":"W4293279419","doi":"10.2118/212274-pa","title":"A Novel Analytical Model for Steam Chamber Rise in Steam-Assisted Gravity Drainage","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Innovates","funders":"","keywords":"Steam-assisted gravity drainage; Injector; Petroleum engineering; Steam injection; Permeability (electromagnetism); Mechanics; Environmental science; Engineering; Oil sands; Mechanical engineering; Materials science; Chemistry; Physics","score_opus":0.024457339772116483,"score_gpt":0.27295245821833597,"score_spread":0.2484951184462195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293279419","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07526201,0.00068881235,0.8981919,0.00046736049,0.00015966406,0.00014119386,0.000326996,0.0006049972,0.024156967],"genre_scores_gemma":[0.9382943,0.0007078865,0.037158143,0.000117547555,0.0000640543,0.00026106587,0.00022420473,0.00014014341,0.023032613],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998338,0.000027575754,0.000008436197,0.00004075549,0.000056337536,0.00003293726],"domain_scores_gemma":[0.9998344,0.000057230438,0.000028413402,0.000011279254,0.000058871243,0.000009746953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026435047,0.0005401717,0.000602516,0.0005869416,0.0005353872,0.0009169822,0.0011434392,0.0013645419,0.0018919639],"category_scores_gemma":[0.0007605789,0.00042932123,0.00094653125,0.00035134246,0.0006598718,0.00077092287,0.00065376353,0.0008005789,0.0004809535],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024074163,0.000023052335,0.000525814,0.000056908135,0.000008498582,0.00019309435,0.000096338714,0.97117114,0.010461534,0.011063801,0.0004241075,0.0059516826],"study_design_scores_gemma":[0.0000017528308,0.0000053899053,0.000042631746,0.000002257244,0.0000016800622,0.0000127392495,0.0000054568163,0.998517,0.0004137257,0.00046702634,0.0005276097,0.0000027609847],"about_ca_topic_score_codex":0.009960954,"about_ca_topic_score_gemma":0.004446395,"teacher_disagreement_score":0.009960954,"about_ca_system_score_codex":0.0011409085,"about_ca_system_score_gemma":0.0010956493,"threshold_uncertainty_score":0.019805968},"labels":[],"label_agreement":null},{"id":"W4295880225","doi":"10.2118/212280-pa","title":"Probing the Interaction Forces between Bitumen-Coated Mineral Surfaces with Implications for the Removal of Fine Solids from Oil Product: Effect of Solvent","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cyclohexane; Mica; Adsorption; Chemical engineering; Asphalt; Oil sands; Mineral oil; Heptane; Solvent; Suspension (topology); Materials science; Chemistry; Organic chemistry; Composite material","score_opus":0.015334924146417076,"score_gpt":0.27121255196075833,"score_spread":0.25587762781434126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295880225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961743,0.0009172867,0.0019860025,0.00006135869,0.000014607334,0.000017203703,0.00015119257,0.000036896745,0.0006411564],"genre_scores_gemma":[0.9961422,0.00056389667,0.0024451353,0.00003712852,0.0000054637067,0.000022201617,0.00011906476,0.00001270075,0.00065234205],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978644,0.000022519542,0.00001308008,0.00004296772,0.000082961575,0.0000520083],"domain_scores_gemma":[0.999762,0.000092010196,0.00005846622,0.000015480382,0.000047078265,0.000024874033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019304946,0.00043546676,0.00027579218,0.0002796841,0.00024994832,0.00034242662,0.00017760994,0.00029166663,0.0009718081],"category_scores_gemma":[0.00031283795,0.00015269013,0.00024489363,0.00024680822,0.00028494495,0.00028193888,0.00027126787,0.00045908417,0.00020028444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014143596,0.000004708504,0.0002286585,0.000025447212,0.0000030272283,0.000011222617,0.000012909406,0.000028015516,0.99909234,0.000010248192,0.000008665114,0.00056059705],"study_design_scores_gemma":[0.0000015378332,0.000056302943,0.0044812146,0.0000029622759,0.000006612439,0.000024891597,0.000054065724,0.0007856294,0.99426645,0.000011918576,0.00030335976,0.0000049421083],"about_ca_topic_score_codex":0.002297339,"about_ca_topic_score_gemma":0.0028314604,"teacher_disagreement_score":0.002297339,"about_ca_system_score_codex":0.0002688694,"about_ca_system_score_gemma":0.00017155323,"threshold_uncertainty_score":0.004567921},"labels":[],"label_agreement":null},{"id":"W4296342943","doi":"10.2118/208885-pa","title":"Upscaling Shear Strength of Heterogeneous Oil Sands with Interbedded Shales Using Artificial Neural Network","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Caprock; Oil shale; Geology; Geomechanics; Geotechnical engineering; Shear (geology); Oil sands; Artificial neural network; Anisotropy; Petroleum engineering; Asphalt; Petrology; Computer science; Machine learning; Materials science","score_opus":0.02347209325494298,"score_gpt":0.2292333666786907,"score_spread":0.20576127342374773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296342943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82025,0.00019675006,0.17542918,0.0001340064,0.00006728877,0.000051959603,0.00015031641,0.0013148024,0.0024057233],"genre_scores_gemma":[0.9762156,0.00003943165,0.02327537,0.000017864202,0.0000061329415,0.000015631098,0.000101673584,0.000022708373,0.0003055307],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983716,0.00002416633,0.000015179472,0.00004437892,0.00006127311,0.000017808228],"domain_scores_gemma":[0.99953294,0.0001613034,0.000062253814,0.00008014715,0.00013679775,0.00002670149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005599171,0.00069540006,0.0003666701,0.0007468726,0.00018381208,0.00047408225,0.0005443087,0.00045383247,0.00060470105],"category_scores_gemma":[0.0012403942,0.00027434033,0.00060066034,0.00045938996,0.00028894094,0.00063446973,0.0003722498,0.00060682796,0.00012168522],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062938656,0.000061443876,0.004923432,0.000028426035,0.00003034102,0.000059026694,0.000024588488,0.94753563,0.010456572,0.0002146722,0.00011979786,0.036483172],"study_design_scores_gemma":[0.0000014591047,0.0000075438666,0.0005413157,0.0000014098846,0.000002085207,0.0000019426298,0.0000027830788,0.9977494,0.0015953683,0.000059634258,0.0000341047,0.0000029464804],"about_ca_topic_score_codex":0.009024798,"about_ca_topic_score_gemma":0.0072207726,"teacher_disagreement_score":0.009024798,"about_ca_system_score_codex":0.00064667396,"about_ca_system_score_gemma":0.00047793015,"threshold_uncertainty_score":0.017944515},"labels":[],"label_agreement":null},{"id":"W4307276361","doi":"10.2118/212829-pa","title":"An Integrated Approach for History Matching of Complex Fracture Distributions for Shale Oil Reservoirs Based on Improved Adaptive Particle Filter","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Fracture (geology); Petroleum engineering; Geology; Oil shale; Computer science; Reservoir modeling; Geotechnical engineering","score_opus":0.04972235339626318,"score_gpt":0.2850347250335499,"score_spread":0.2353123716372867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307276361","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011013355,0.00004697678,0.98842645,0.000027671693,0.000009573849,0.000014950596,0.000017690707,0.00019946393,0.00024390077],"genre_scores_gemma":[0.53694874,0.0001723903,0.4606095,0.00004696445,0.000036290414,0.00009154917,0.00017853673,0.00008443392,0.0018316662],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996778,0.000038634662,0.000024611469,0.0000821965,0.00014221121,0.00003454892],"domain_scores_gemma":[0.999592,0.00013367918,0.000055899665,0.00004822668,0.00014288971,0.000027395581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006414577,0.0004923794,0.00064067193,0.0011926703,0.0003564969,0.0007277618,0.00087756896,0.0007113469,0.0009259564],"category_scores_gemma":[0.001244003,0.00038402877,0.00087237504,0.0006398439,0.0002883743,0.0010796161,0.00077736744,0.0006188785,0.0001690946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107649124,0.00006716444,0.0036584996,0.00009536728,0.00007358801,0.00014413537,0.00011749051,0.7317353,0.02019184,0.0062448364,0.00062880194,0.2369354],"study_design_scores_gemma":[0.0000018779936,0.0000052392343,0.00027010735,0.0000013661991,0.0000029544422,0.000008499032,0.0000040643927,0.9980336,0.0010500782,0.00045755022,0.00016055426,0.0000040506634],"about_ca_topic_score_codex":0.010364575,"about_ca_topic_score_gemma":0.007960726,"teacher_disagreement_score":0.010364575,"about_ca_system_score_codex":0.0006246575,"about_ca_system_score_gemma":0.0009674089,"threshold_uncertainty_score":0.020608485},"labels":[],"label_agreement":null},{"id":"W4308459439","doi":"10.2118/210290-pa","title":"Technology Development Framework: Moving from Qualitative toward Quantitative Decision-Making","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Technology Assessment and Management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Computer science; Commercialization; Portfolio; Risk analysis (engineering); Key (lock); Software deployment; Scalability; Process (computing); Set (abstract data type); Data science; Process management; Business; Computer security; Marketing","score_opus":0.026483160686626515,"score_gpt":0.3380846005871919,"score_spread":0.3116014399005654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308459439","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004796805,0.0008976944,0.94482905,0.01786974,0.00020688942,0.0011881804,0.00052674126,0.00057235925,0.029112523],"genre_scores_gemma":[0.06104605,0.00078495,0.93399554,0.0005724581,0.00007067158,0.0013994848,0.00042010538,0.00008967441,0.00162109],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9420559,0.043830596,0.0032719253,0.0024293552,0.007033226,0.0013790647],"domain_scores_gemma":[0.9427057,0.04202778,0.0025916197,0.0029128278,0.0080513805,0.0017107797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.062109042,0.0020399992,0.0011656597,0.008148032,0.003035186,0.01492146,0.0062249014,0.0033484497,0.007037603],"category_scores_gemma":[0.0317005,0.0011186779,0.002241845,0.005986493,0.012056841,0.010454662,0.0073761423,0.006698322,0.0013837065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020413194,0.00014154843,0.0007639494,0.00092263456,0.000044693414,0.00021390426,0.003324213,0.03073634,0.0006075172,0.90156114,0.004613466,0.05705024],"study_design_scores_gemma":[0.000040481616,0.00011038793,0.0005095143,0.001994057,0.000031132342,0.00013081469,0.005886052,0.07361008,0.0012110195,0.8224895,0.09389624,0.00009081633],"about_ca_topic_score_codex":0.009041343,"about_ca_topic_score_gemma":0.007172408,"teacher_disagreement_score":0.062109042,"about_ca_system_score_codex":0.015412493,"about_ca_system_score_gemma":0.02339232,"threshold_uncertainty_score":0.3284679},"labels":[],"label_agreement":null},{"id":"W4308993957","doi":"10.2118/212841-pa","title":"A New Analytical Model for Predicting Steam-Assisted Gravity-Drainage Performance in the Plateau and Decline Stages","year":2022,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Innovates","funders":"","keywords":"Steam-assisted gravity drainage; Petroleum engineering; Steam injection; Overburden; Oil sands; API gravity; Reservoir simulation; Oil field; Stage (stratigraphy); Plateau (mathematics); Permeability (electromagnetism); Environmental science; Engineering; Geology; Crude oil; Mathematics; Geotechnical engineering; Materials science; Asphalt; Chemistry","score_opus":0.0196418936273927,"score_gpt":0.26467341448490234,"score_spread":0.24503152085750962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308993957","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1225151,0.00045170562,0.8644426,0.00030748613,0.00009286114,0.00012096289,0.0005194585,0.0011182305,0.010431603],"genre_scores_gemma":[0.9447114,0.00051083224,0.04376301,0.00007274088,0.000028325745,0.00024269559,0.0003683863,0.00013551941,0.0101670595],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983585,0.00002030557,0.000011378417,0.00004073708,0.00006212005,0.00002970553],"domain_scores_gemma":[0.9997551,0.00008102132,0.00003707202,0.00001737335,0.000099984834,0.000009437893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034829514,0.0005401295,0.00053536706,0.0005741663,0.0003312521,0.000710212,0.0009555294,0.00078075315,0.0011170731],"category_scores_gemma":[0.0007948656,0.00038349483,0.00072805426,0.00043101743,0.0003549434,0.0007616575,0.0004734963,0.0006131235,0.00042662676],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017980443,0.000017051538,0.0009855455,0.000039252118,0.000008229849,0.000073702875,0.000042746153,0.97989345,0.0073535116,0.0021292735,0.00044304377,0.0089962045],"study_design_scores_gemma":[0.0000010263363,0.000004813336,0.00007127723,0.000001792205,0.0000018169438,0.0000052677847,0.000002884697,0.9987663,0.00062567054,0.00020595604,0.0003110953,0.0000020787563],"about_ca_topic_score_codex":0.011512761,"about_ca_topic_score_gemma":0.006540557,"teacher_disagreement_score":0.011512761,"about_ca_system_score_codex":0.0009913245,"about_ca_system_score_gemma":0.0011612871,"threshold_uncertainty_score":0.022891462},"labels":[],"label_agreement":null},{"id":"W4316014987","doi":"10.2118/214297-pa","title":"Field-Scale Modeling of Interwell Tracer Flow Behavior to Characterize Complex Fracture Networks Based on the Embedded Discrete Fracture Model in a Naturally Fractured Reservoir","year":2023,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"TRACER; Fracture (geology); Flow (mathematics); Permeability (electromagnetism); Geology; Fluid dynamics; Mechanics; Geotechnical engineering; Complex fracture; Geometry; Mathematics; Chemistry; Physics","score_opus":0.019095298831286106,"score_gpt":0.25448954486581504,"score_spread":0.23539424603452894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316014987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76025474,0.0001418323,0.23502085,0.00013266639,0.000026580867,0.000045820125,0.00029479424,0.00026440105,0.003818299],"genre_scores_gemma":[0.99073327,0.000033232653,0.008570532,0.0000074946056,0.0000022330155,0.000021570359,0.000052307238,0.0000069775447,0.0005723259],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999281,0.000012932361,0.0000047119306,0.000022482924,0.000017329456,0.000014391211],"domain_scores_gemma":[0.9998242,0.000065953995,0.00003217442,0.000019533783,0.000042902357,0.000015230374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020806037,0.00025968012,0.00027337924,0.00030748177,0.00022415355,0.00041766503,0.0006451009,0.00069587346,0.0007683163],"category_scores_gemma":[0.00044985564,0.00015369408,0.00039805312,0.00022357088,0.00042179436,0.0003764374,0.00028128352,0.00040946537,0.00006445905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010354016,0.00001992687,0.0010495067,0.000005662333,0.0000034545378,0.000023536872,0.0000084311005,0.994873,0.0020712805,0.000684819,0.000033440105,0.001216669],"study_design_scores_gemma":[7.8023214e-7,0.0000032560995,0.00013936483,3.2423398e-7,4.6184573e-7,0.0000016234567,0.0000016907784,0.99963844,0.00012221372,0.000070562026,0.000020413818,9.076948e-7],"about_ca_topic_score_codex":0.024611821,"about_ca_topic_score_gemma":0.013708123,"teacher_disagreement_score":0.024611821,"about_ca_system_score_codex":0.000717987,"about_ca_system_score_gemma":0.00062439113,"threshold_uncertainty_score":0.048937142},"labels":[],"label_agreement":null},{"id":"W4321438209","doi":"10.2118/214319-pa","title":"Boosting Reaction Rate of Acids for Better Acid Fracturing Stimulation of Dolomite-Rich Formations","year":2023,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dolomite; Dissolution; Reaction rate; Pulmonary surfactant; Chemistry; Hydrochloric acid; Mineralogy; Geology; Chemical engineering; Inorganic chemistry; Organic chemistry; Catalysis","score_opus":0.01601714850616972,"score_gpt":0.25542748262499726,"score_spread":0.23941033411882753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321438209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99187744,0.0008781647,0.005093528,0.00004870748,0.000023660832,0.00007228672,0.00023334281,0.00014379331,0.0016291112],"genre_scores_gemma":[0.98630875,0.0007704856,0.010634248,0.000027927235,0.000008200873,0.000051998657,0.00020275793,0.000048966078,0.0019466917],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998105,0.000025526168,0.000023285014,0.000038127902,0.00006684512,0.000035689955],"domain_scores_gemma":[0.99980277,0.000050953226,0.000050348943,0.000012517218,0.000056664307,0.000026870599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028918512,0.0004216012,0.00032509846,0.00028877598,0.00013205444,0.000275496,0.00023740361,0.00020161513,0.0012968001],"category_scores_gemma":[0.00038004646,0.00014555664,0.00026528668,0.00020323544,0.00015476129,0.0002735813,0.0002717851,0.00038851067,0.00029889194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004905971,0.000009742215,0.00013353642,0.00006520383,0.0000024293463,0.000015550135,0.000013842784,0.0001235665,0.998176,0.000016768789,0.000017401033,0.0013769433],"study_design_scores_gemma":[0.0000033857875,0.00012674952,0.0006199705,0.00000418596,0.0000050029294,0.000016834787,0.0000105552335,0.0004309625,0.99791974,0.0000056259637,0.0008537669,0.0000033547517],"about_ca_topic_score_codex":0.001269428,"about_ca_topic_score_gemma":0.0041968497,"teacher_disagreement_score":0.0012968001,"about_ca_system_score_codex":0.0002592764,"about_ca_system_score_gemma":0.00030041236,"threshold_uncertainty_score":0.004338205},"labels":[],"label_agreement":null},{"id":"W4362640547","doi":"10.2118/214684-pa","title":"Apparent Heat of Reaction of Heavy Oil with Application of Accelerated Rate Calorimeter","year":2023,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Oxygen; Chemistry; Combustion; Calorimeter (particle physics); Reaction rate; Thermodynamics; Flux (metallurgy); Analytical Chemistry (journal); Catalysis; Physical chemistry; Organic chemistry","score_opus":0.021168542659570272,"score_gpt":0.27054725489262055,"score_spread":0.24937871223305028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362640547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9389362,0.0009982608,0.05555155,0.000041664236,0.00011041256,0.00016907393,0.0012900635,0.0004581377,0.0024447648],"genre_scores_gemma":[0.97003204,0.00079950737,0.025153173,0.00002275563,0.000029141085,0.00027396317,0.00093293685,0.0001605789,0.0025957602],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998478,0.00021481706,0.00007555084,0.00031686318,0.0008057542,0.000109052686],"domain_scores_gemma":[0.998808,0.00041480668,0.0002029026,0.00018079675,0.00035673674,0.000036746223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011145816,0.0009183042,0.0008073109,0.0010102224,0.00031003775,0.0004868356,0.000890236,0.00039834197,0.0013405987],"category_scores_gemma":[0.0013677588,0.00037865285,0.000561027,0.0015433163,0.00040795715,0.00048056906,0.000407618,0.0009452281,0.00030134234],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005382435,0.00007843419,0.0052428623,0.00029957303,0.000066929766,0.000057040106,0.00022041195,0.0018669362,0.9780126,0.00021881603,0.00016309172,0.013235051],"study_design_scores_gemma":[0.000011287776,0.00019345929,0.0070498134,0.00001065402,0.0000412526,0.000052515694,0.00004146053,0.008842143,0.98249143,0.00005168391,0.0011926459,0.000021748257],"about_ca_topic_score_codex":0.0016434595,"about_ca_topic_score_gemma":0.0020333217,"teacher_disagreement_score":0.0016434595,"about_ca_system_score_codex":0.0006574237,"about_ca_system_score_gemma":0.0005066318,"threshold_uncertainty_score":0.0058945417},"labels":[],"label_agreement":null},{"id":"W4375945803","doi":"10.2118/214698-pa","title":"Decreasing Asphaltene Precipitation and Deposition during Immiscible Gas Injection Via the Introduction of a CO2-Soluble Asphaltene Inhibitor","year":2023,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Asphaltene; Toluene; Miscibility; Chemical engineering; Solvent; Brine; Chemistry; Precipitation; Phase (matter); Chromatography; Organic chemistry; Polymer","score_opus":0.007532076745896755,"score_gpt":0.23361558031244475,"score_spread":0.226083503566548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375945803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99625,0.0003281593,0.0027624099,0.000014647561,0.000009417333,0.000014419426,0.000057017704,0.00004519113,0.0005188363],"genre_scores_gemma":[0.997593,0.0001891743,0.001558565,0.000010997779,0.0000038799794,0.000009605341,0.00005700512,0.000013045447,0.00056468236],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998828,0.000011405864,0.00000869748,0.00002142139,0.000048934646,0.000026646541],"domain_scores_gemma":[0.9998616,0.00001777671,0.000057951263,0.00000971722,0.000029222041,0.000023721446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009435458,0.0003349951,0.00019738836,0.00012381653,0.000082639985,0.00021887475,0.00019726738,0.00012366373,0.00064498716],"category_scores_gemma":[0.00018566851,0.00009546733,0.00013319489,0.00010070123,0.00014539696,0.00022417684,0.00012847777,0.0002653803,0.00013146056],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000435703,0.000012545015,0.00010499016,0.000015510332,0.0000022865222,0.0000119573715,0.000004643193,0.00006160263,0.9992499,0.000012506455,0.00000519024,0.0004752793],"study_design_scores_gemma":[0.0000014615499,0.000076172684,0.00047908508,5.4269276e-7,0.0000025945494,0.000009957931,0.0000026447738,0.00046079184,0.998844,0.0000014780873,0.000120329,9.020592e-7],"about_ca_topic_score_codex":0.0010367221,"about_ca_topic_score_gemma":0.0020357098,"teacher_disagreement_score":0.0010367221,"about_ca_system_score_codex":0.00021087078,"about_ca_system_score_gemma":0.00022446089,"threshold_uncertainty_score":0.0021576881},"labels":[],"label_agreement":null},{"id":"W4379113462","doi":"10.2118/215816-pa","title":"Diffusive Leakage Through Existing and/or Induced Microfractures in the Caprock of CO2 Storage System","year":2023,"lang":"en","type":"article","venue":"SPE Journal","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Caprock; Geology; Permeability (electromagnetism); Overpressure; Aquifer; Pore water pressure; Laplace transform; Geotechnical engineering; Petrology; Soil science; Groundwater; Thermodynamics; Chemistry","score_opus":0.052707415924347634,"score_gpt":0.315464031341318,"score_spread":0.2627566154169704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379113462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93506277,0.00023685132,0.06140467,0.00018184473,0.000027542512,0.000021290754,0.00008195955,0.00013334124,0.0028497926],"genre_scores_gemma":[0.9976279,0.00004721281,0.0016936847,0.000009233761,0.0000029827431,0.0000071975865,0.000018169745,0.0000037681793,0.000589901],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998988,0.000013611445,0.0000058951528,0.000028642518,0.00002780959,0.000025382595],"domain_scores_gemma":[0.9998772,0.000038003822,0.000028684164,0.000010999817,0.000032671578,0.0000124223925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017478834,0.00032031597,0.00024658808,0.00024550006,0.0003836908,0.00052897853,0.00051563367,0.0005983553,0.00058576354],"category_scores_gemma":[0.0003871348,0.00016048552,0.00029513153,0.00016876616,0.00059678336,0.0005084663,0.00039672907,0.0002390082,0.00004385423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002090756,0.00009521621,0.015022313,0.00023171978,0.000051159575,0.0016606182,0.00021508872,0.7555721,0.19995417,0.010527685,0.0005045531,0.015956337],"study_design_scores_gemma":[0.0000049671203,0.000042895255,0.0027078805,0.000004319466,0.000009404128,0.00009480078,0.00006559636,0.9780432,0.018125458,0.00069997273,0.00018945633,0.00001200077],"about_ca_topic_score_codex":0.008404656,"about_ca_topic_score_gemma":0.0044826763,"teacher_disagreement_score":0.008404656,"about_ca_system_score_codex":0.0006841449,"about_ca_system_score_gemma":0.00064397126,"threshold_uncertainty_score":0.016711473},"labels":[],"label_agreement":null},{"id":"W4385480783","doi":"10.2118/217438-pa","title":"Reservoir and Fracture Characterization for Enhanced Geothermal Systems: A Case Study Using Multifractured Wells at the Utah Frontier Observatory for Research in Geothermal Energy Site","year":2023,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geothermal gradient; Petroleum engineering; Hydraulic fracturing; Geology; Fracture (geology); Permeability (electromagnetism); Geothermal energy; Injection well; Hydraulic conductivity; Petrology; Reservoir simulation; Microseism; Steam injection; Geotechnical engineering; Soil science; Geophysics; Seismology","score_opus":0.04810248174116112,"score_gpt":0.3129714992587201,"score_spread":0.264869017517559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385480783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995187,0.000033212727,0.004057759,0.00004428252,0.0000016124493,0.000037053986,0.0001455749,0.00003556226,0.00045798678],"genre_scores_gemma":[0.9924172,0.000018217683,0.007111419,0.0000050172976,0.0000012585338,0.000016351512,0.00006021765,0.0000048099814,0.00036540156],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9996581,0.000056212688,0.0000223701,0.00006873674,0.00015182393,0.000042715365],"domain_scores_gemma":[0.9989868,0.00048779973,0.00012625918,0.00009360387,0.0002536918,0.000051966854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064890424,0.00031204824,0.00024031085,0.0006304528,0.0008712009,0.00063086965,0.0008367622,0.0009779657,0.0007098057],"category_scores_gemma":[0.0010823011,0.00020757789,0.00033675658,0.00084650354,0.00044940796,0.000518532,0.000372578,0.0004245779,0.000054763583],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005724069,0.001144739,0.2775486,0.0002915568,0.00014060382,0.011176006,0.0020228087,0.54408675,0.07281855,0.0025578672,0.0013820903,0.086257964],"study_design_scores_gemma":[0.00004233703,0.0007123603,0.16778404,0.000038759605,0.00006514131,0.0008996898,0.002484559,0.7851371,0.03977462,0.0009851397,0.00197847,0.000097772274],"about_ca_topic_score_codex":0.036875654,"about_ca_topic_score_gemma":0.13111342,"teacher_disagreement_score":0.036875654,"about_ca_system_score_codex":0.0017231881,"about_ca_system_score_gemma":0.0009516408,"threshold_uncertainty_score":0.07332206},"labels":[],"label_agreement":null},{"id":"W4386034653","doi":"10.2118/213136-pa","title":"Life Cycle Assessment of Improved Oil Recovery While Helping to Achieve Net Zero Emissions from Shale Reservoirs","year":2023,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Oil shale; Petroleum engineering; Environmental science; Tight oil; Shale oil; Life-cycle assessment; Reservoir simulation; Enhanced oil recovery; Shale gas; Waste management; Production (economics); Engineering","score_opus":0.020829727875320263,"score_gpt":0.26917136883476445,"score_spread":0.2483416409594442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386034653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990189,0.00015322544,0.0069976654,0.000043814915,0.0000049757705,0.00009229275,0.00056748564,0.000059920683,0.001891544],"genre_scores_gemma":[0.99561274,0.00006273121,0.0035267768,0.000005849821,6.3610935e-7,0.000060159786,0.00024784706,0.0000035414157,0.00047977862],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978465,0.00006751867,0.000012527441,0.000028648265,0.0000643713,0.000042294556],"domain_scores_gemma":[0.99929845,0.00033170683,0.000098914534,0.00004018476,0.00018455558,0.000046244444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001109287,0.0005225201,0.0004413606,0.0005817639,0.00027319058,0.00042245208,0.00054221886,0.0005468011,0.0012290195],"category_scores_gemma":[0.0009920204,0.00022002133,0.00071822444,0.00042014325,0.00022839037,0.00042644097,0.0003406998,0.00031621344,0.00013699624],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028325815,0.00014653578,0.009215713,0.00010433333,0.000040552364,0.000086875894,0.000022930468,0.9644501,0.015780704,0.00047885528,0.00014114442,0.009248888],"study_design_scores_gemma":[0.000034597968,0.00144258,0.0069467667,0.00001194067,0.00004264817,0.000021311307,0.00005013608,0.9639151,0.026582507,0.00039909236,0.0005301108,0.00002317861],"about_ca_topic_score_codex":0.0096454425,"about_ca_topic_score_gemma":0.007732699,"teacher_disagreement_score":0.0096454425,"about_ca_system_score_codex":0.0014291035,"about_ca_system_score_gemma":0.0008759167,"threshold_uncertainty_score":0.01917857},"labels":[],"label_agreement":null},{"id":"W4386448494","doi":"10.2118/217451-pa","title":"Constructing Three-Phase Envelopes Using a Trust-Region-Based Algorithm","year":2023,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Algorithm; Solver; Construct (python library); Robustness (evolution); Phase (matter); Asphaltene; Computer science; Envelope (radar); Mathematical optimization; Mathematics; Engineering; Chemistry","score_opus":0.028932764108409715,"score_gpt":0.2875723795302298,"score_spread":0.25863961542182007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386448494","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0041152406,0.000015503922,0.99513644,0.000016982061,0.0000045599886,0.000019020494,0.000009246187,0.00016491073,0.0005180891],"genre_scores_gemma":[0.19155873,0.000059075166,0.8062262,0.000043468248,0.000012378341,0.00013469618,0.00012400064,0.00022707242,0.0016144115],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995266,0.00012315637,0.00003156315,0.00007783072,0.00018275986,0.00005799337],"domain_scores_gemma":[0.99848336,0.000754426,0.00012659405,0.00019308884,0.00037790218,0.00006464101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011682687,0.0007252777,0.0008537894,0.0005314886,0.00036793327,0.0007799192,0.001313154,0.0010757195,0.0032934255],"category_scores_gemma":[0.0035516247,0.00062252354,0.0010794644,0.00040498364,0.00076767086,0.0013234144,0.0014345106,0.0012078229,0.00094984897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007851767,0.000030498522,0.00032420692,0.000048737384,0.000022424594,0.00006378262,0.00007259197,0.9348486,0.00521343,0.011513503,0.00050699286,0.04727669],"study_design_scores_gemma":[0.0000037793611,0.0000062776016,0.000010882957,0.0000016209644,0.0000012372689,0.000006189938,0.0000023274204,0.99807715,0.0007631689,0.0009189005,0.00020648926,0.0000019875818],"about_ca_topic_score_codex":0.0031513358,"about_ca_topic_score_gemma":0.0016258864,"teacher_disagreement_score":0.0032934255,"about_ca_system_score_codex":0.00064522785,"about_ca_system_score_gemma":0.001155462,"threshold_uncertainty_score":0.011017621},"labels":[],"label_agreement":null},{"id":"W4386470907","doi":"10.2118/217443-pa","title":"A Hybrid Analytical and Data-Driven Approach for Improved Prediction of Recovery Performance in Tight Oil Reservoirs","year":2023,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Petroleum engineering; Petrophysics; Oil production; Oil well; Fracture (geology); Permeability (electromagnetism); Hydraulic fracturing; Geology; Computer science; Geotechnical engineering; Porosity","score_opus":0.024221244369873277,"score_gpt":0.24597232057772705,"score_spread":0.22175107620785378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386470907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6487787,0.00017858732,0.34700608,0.00023476573,0.000022240827,0.00008956636,0.00043596223,0.0014908892,0.001763209],"genre_scores_gemma":[0.98545015,0.00003099389,0.013850731,0.000014734129,0.000004123681,0.00004494403,0.00012626823,0.000011984486,0.0004659964],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998555,0.000027049244,0.000010418503,0.00004421329,0.000037591104,0.000025313859],"domain_scores_gemma":[0.9994992,0.0002506295,0.00008351907,0.000028740145,0.00010720676,0.00003068928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055588724,0.00080459873,0.0004916811,0.0007463984,0.00022874014,0.00080216123,0.00075298926,0.0007708743,0.0004369469],"category_scores_gemma":[0.001544433,0.00046800968,0.00047162393,0.0004403071,0.00031041837,0.0006001524,0.00053037505,0.00059832254,0.00009157954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024975354,0.000031757794,0.0012792932,0.000009925892,0.000010254969,0.000020117353,0.0000071393497,0.9910992,0.0013310291,0.00016692028,0.00004469402,0.005974684],"study_design_scores_gemma":[5.033125e-7,0.000003993015,0.000086242675,4.0663124e-7,6.3863325e-7,7.517623e-7,8.699629e-7,0.99965644,0.00019612639,0.00004283196,0.000010003748,0.000001217708],"about_ca_topic_score_codex":0.03386491,"about_ca_topic_score_gemma":0.024495332,"teacher_disagreement_score":0.03386491,"about_ca_system_score_codex":0.0011091855,"about_ca_system_score_gemma":0.0012040851,"threshold_uncertainty_score":0.067335606},"labels":[],"label_agreement":null},{"id":"W4387709215","doi":"10.2118/212430-pa","title":"Vaca Muerta: Improved Fracture Width Distribution and Classification of Natural Fracture Widths Based on Outcrops, Cores, and Microresistivity Images Data","year":2023,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Fracture (geology); Geology; Outcrop; Oil shale; Mineralogy; Distribution (mathematics); Geotechnical engineering; Mathematics; Geomorphology; Paleontology","score_opus":0.01182876136030088,"score_gpt":0.2474933369680341,"score_spread":0.23566457560773324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387709215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678698,0.00014648693,0.029737925,0.00003045499,0.000004426379,0.000019377081,0.0005985841,0.00070522283,0.00088773866],"genre_scores_gemma":[0.9877435,0.000031989624,0.011372348,0.0000065443273,0.0000026507723,0.000014039244,0.00052326,0.000023517454,0.00028216222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998067,0.000017893362,0.000012301918,0.00006901155,0.000067488676,0.000026702563],"domain_scores_gemma":[0.9994954,0.0001010446,0.00008956376,0.00006511765,0.00021461083,0.000034303954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004933352,0.00038126737,0.0002696912,0.002694432,0.00023465634,0.00047918258,0.0003949286,0.0003003906,0.00049825985],"category_scores_gemma":[0.00076865987,0.0001809061,0.00032201258,0.00087383843,0.0002319355,0.00022573314,0.00035137712,0.00016989444,0.0001804124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005451962,0.00011991618,0.51194894,0.00020352298,0.00013589567,0.00041855374,0.00043400392,0.09091403,0.14134295,0.0012451088,0.0014695863,0.25122234],"study_design_scores_gemma":[0.000012640876,0.00004928995,0.36892328,0.000021080537,0.000034264995,0.00028556655,0.00021585397,0.60227174,0.02657005,0.00037707333,0.0011937398,0.000045487344],"about_ca_topic_score_codex":0.02735452,"about_ca_topic_score_gemma":0.037950296,"teacher_disagreement_score":0.02735452,"about_ca_system_score_codex":0.0005860005,"about_ca_system_score_gemma":0.00035221473,"threshold_uncertainty_score":0.05439055},"labels":[],"label_agreement":null},{"id":"W4388273454","doi":"10.2118/217982-pa","title":"Joint Inversion of Gravity and Magnetic Anomalies to Image Salt–Basement Structures Offshore Abu Dhabi, UAE, Using Deep Neural Networks","year":2023,"lang":"en","type":"article","venue":"SPE Journal","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Basement; Salt dome; Inversion (geology); Geophysics; Artificial neural network; Magnetic anomaly; Submarine pipeline; Gravity anomaly; Hydrocarbon exploration; Inverse problem; Joint (building); Seismology; Algorithm; Computer science; Artificial intelligence; Geotechnical engineering; Geomorphology; Petroleum engineering; Mathematics; Engineering; Mathematical analysis; Tectonics; Oil field","score_opus":0.019932404071634116,"score_gpt":0.24873325536853816,"score_spread":0.22880085129690403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388273454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95753455,0.0002044375,0.035623387,0.00036043505,0.00008159524,0.000038891194,0.00067073724,0.0008203151,0.0046656225],"genre_scores_gemma":[0.9779829,0.0000790796,0.019681204,0.000033846143,0.000014209256,0.000017737802,0.0006197967,0.000023510182,0.0015478354],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992967,0.0000110178435,0.000004607815,0.000015506695,0.000023033166,0.000016109641],"domain_scores_gemma":[0.99989665,0.00001915737,0.000013856427,0.000011157677,0.000047283458,0.000011870751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014813988,0.0005545032,0.00022241827,0.00069840974,0.00027306037,0.0004784614,0.00035705336,0.00040210306,0.00078904786],"category_scores_gemma":[0.00046345254,0.0002960463,0.0003574622,0.0006403588,0.00018261786,0.0003851813,0.00051863113,0.0004820075,0.00032319236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025491207,0.00014779386,0.032542214,0.000097452044,0.00016963923,0.0004977349,0.0002289349,0.78427047,0.0470959,0.001138981,0.0020314478,0.13152455],"study_design_scores_gemma":[0.000013115541,0.00001617275,0.0068888078,0.0000057371317,0.000010084509,0.000014250586,0.000059958144,0.98849005,0.003837912,0.00018710038,0.00046743144,0.000009422611],"about_ca_topic_score_codex":0.057103854,"about_ca_topic_score_gemma":0.09585577,"teacher_disagreement_score":0.057103854,"about_ca_system_score_codex":0.0006376104,"about_ca_system_score_gemma":0.0009542438,"threshold_uncertainty_score":0.113542914},"labels":[],"label_agreement":null},{"id":"W4388621950","doi":"10.2118/218002-pa","title":"Novel Structural Aspects of Heavy-Crude-Derived Asphaltene Molecules for Investigating the Crude Mix Processability in Refinery Operation","year":2023,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Asphaltene; Refinery; Heteronuclear single quantum coherence spectroscopy; Fourier transform infrared spectroscopy; Chemistry; Magic angle spinning; Thermogravimetric analysis; Carbon-13 NMR; Chemical engineering; Materials science; Nuclear magnetic resonance spectroscopy; Organic chemistry","score_opus":0.030068276875285908,"score_gpt":0.2930256984093908,"score_spread":0.2629574215341049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388621950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942567,0.0007027239,0.0037136907,0.000025144207,0.0000041243175,0.000013899292,0.00014828498,0.000015220307,0.0011202316],"genre_scores_gemma":[0.9955707,0.00046102458,0.0029645655,0.000015701698,0.000002661108,0.000008702153,0.00012226168,0.000005504875,0.0008489837],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999422,0.0000057092543,0.0000024446033,0.000013260395,0.00002382198,0.000012556282],"domain_scores_gemma":[0.99994457,0.000008318272,0.00001998371,0.0000048725374,0.000015751652,0.0000065163968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010949407,0.00017785601,0.00012153645,0.00019936534,0.00013824485,0.0001419795,0.00013738869,0.00015475585,0.00091594964],"category_scores_gemma":[0.00009155701,0.0000813173,0.00012428685,0.00020511325,0.00017123601,0.00031038906,0.00011748048,0.00028944027,0.00012078329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004224327,0.0000062436534,0.00051839,0.00004615508,0.0000031892719,0.00002576049,0.000015507076,0.00031333146,0.9970831,0.00012364128,0.000011496756,0.0018110394],"study_design_scores_gemma":[0.000003959106,0.00016076218,0.0075196764,0.000003890859,0.000012714479,0.000055458033,0.000061702805,0.002360284,0.98806596,0.00007196446,0.0016760345,0.0000074870486],"about_ca_topic_score_codex":0.0020888567,"about_ca_topic_score_gemma":0.004688536,"teacher_disagreement_score":0.0020888567,"about_ca_system_score_codex":0.00020425221,"about_ca_system_score_gemma":0.00015446689,"threshold_uncertainty_score":0.004153371},"labels":[],"label_agreement":null},{"id":"W4388749220","doi":"10.2118/217980-pa","title":"Comparative Evaluation of<i>a</i>Functions and Volume-Translation Strategies to Predict Densities for Gas(es)-Heavy Oil/Bitumen Systems","year":2023,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Asphalt; Mixing (physics); Volume (thermodynamics); Thermodynamics; Absolute deviation; Chemistry; Function (biology); Mathematics; Materials science; Physics; Statistics; Quantum mechanics; Composite material","score_opus":0.0479568150003846,"score_gpt":0.29472579006013994,"score_spread":0.24676897505975534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388749220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8591127,0.0012563552,0.13527305,0.0001462158,0.00002893774,0.000066511086,0.0002745235,0.0018914109,0.0019503138],"genre_scores_gemma":[0.97474086,0.00024273686,0.024259675,0.000020860181,0.0000066238626,0.000033324875,0.0003411896,0.00007324536,0.00028146533],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996395,0.00010284826,0.000030664505,0.000062150284,0.00012856683,0.000036306257],"domain_scores_gemma":[0.9989195,0.00055678963,0.0001241386,0.000077038116,0.0002740739,0.000048552964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019279354,0.0010528358,0.00070465775,0.0012912614,0.0002500332,0.0006109131,0.0007929977,0.00044904635,0.00055536476],"category_scores_gemma":[0.0021372878,0.00022272025,0.00076938455,0.0005284701,0.00028738868,0.0007823522,0.000430362,0.0004238797,0.00020773766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002598217,0.00015624538,0.015649786,0.00014630392,0.000106279644,0.00007156246,0.00006818048,0.90044105,0.012973802,0.0009411904,0.00028099425,0.068904705],"study_design_scores_gemma":[0.000004021907,0.000047426067,0.0010857135,0.000004858907,0.000011269277,0.0000058606697,0.00001317914,0.99289227,0.005748189,0.00007598254,0.00010416599,0.000007095619],"about_ca_topic_score_codex":0.009805246,"about_ca_topic_score_gemma":0.0047601513,"teacher_disagreement_score":0.009805246,"about_ca_system_score_codex":0.000612404,"about_ca_system_score_gemma":0.00098171,"threshold_uncertainty_score":0.019496322},"labels":[],"label_agreement":null},{"id":"W4389453882","doi":"10.2118/218390-pa","title":"A New Method to Reduce Shale Barrier Effect on SAGD Process: Experimental and Numerical Simulation Studies using Laboratory-Scale Model","year":2023,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Steam-assisted gravity drainage; Oil shale; Petroleum engineering; Steam injection; Geology; Drainage; Scaling; Reservoir simulation; Geotechnical engineering; Oil sands; Materials science; Asphalt; Geometry","score_opus":0.03034769052025233,"score_gpt":0.39676936220939524,"score_spread":0.3664216716891429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389453882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.804582,0.0015269658,0.17724279,0.00051372504,0.00021942043,0.00021887537,0.00054571516,0.0011206049,0.014029875],"genre_scores_gemma":[0.9754165,0.00038924185,0.022955006,0.000019293222,0.000009674864,0.000106621956,0.000117439056,0.00003131193,0.0009548497],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975497,0.000026193624,0.000020650516,0.000039215083,0.00012211017,0.00003679432],"domain_scores_gemma":[0.99955183,0.00014370514,0.00006130074,0.00007113574,0.00014262245,0.000029393013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044796703,0.00049533666,0.0006429796,0.00050459174,0.0004591763,0.0007315327,0.00072070997,0.00081598666,0.0016461469],"category_scores_gemma":[0.00066734117,0.00026708603,0.00084059016,0.00047363233,0.0004911787,0.00065430487,0.00050260423,0.0006474159,0.00015656409],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016011274,0.00035088495,0.007281108,0.00051976164,0.000036979054,0.00032664242,0.00018558264,0.8806115,0.08111131,0.0044178013,0.0010294525,0.023968896],"study_design_scores_gemma":[0.00001877884,0.00008565069,0.0006417431,0.000007499914,0.000011274886,0.000016624632,0.000025657595,0.9874605,0.010930732,0.00021047726,0.00057471736,0.00001643217],"about_ca_topic_score_codex":0.008152114,"about_ca_topic_score_gemma":0.0034939176,"teacher_disagreement_score":0.008152114,"about_ca_system_score_codex":0.000623394,"about_ca_system_score_gemma":0.00074015325,"threshold_uncertainty_score":0.016209364},"labels":[],"label_agreement":null},{"id":"W4389662006","doi":"10.2118/218386-pa","title":"A Physics-Informed Spatial-Temporal Neural Network for Reservoir Simulation and Uncertainty Quantification","year":2023,"lang":"en","type":"article","venue":"SPE Journal","topic":"Model Reduction and Neural Networks","field":"Physics and Astronomy","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Convolutional neural network; Robustness (evolution); Computer science; Generalization; Artificial intelligence; Deep learning; Uncertainty quantification; Machine learning; Artificial neural network; Reservoir computing; Recurrent neural network; Mathematics","score_opus":0.06555054439383073,"score_gpt":0.33812100810018136,"score_spread":0.27257046370635063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389662006","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0731998,0.00030821396,0.92075264,0.00043806806,0.00006103367,0.000027417676,0.00017948273,0.00040337926,0.0046300157],"genre_scores_gemma":[0.93180424,0.00019385824,0.0650901,0.000082363265,0.000027687081,0.00008331293,0.00019726781,0.000042701435,0.0024785153],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998673,0.0000316091,0.000008144805,0.00003093901,0.000043833355,0.000018100585],"domain_scores_gemma":[0.9997099,0.00012866431,0.00003929335,0.00002503685,0.00008079528,0.00001624359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042381018,0.00041361764,0.00039296222,0.00027350357,0.00025081754,0.0005123385,0.00070364383,0.0007170454,0.00096785976],"category_scores_gemma":[0.0011821656,0.00031500205,0.00047270008,0.000381547,0.0004395372,0.0008327886,0.0007837774,0.00096761686,0.00013545077],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008602363,0.000005232751,0.00016314357,0.0000071170225,0.000005607041,0.000012376245,0.000003441738,0.99290764,0.00059308583,0.0014358489,0.0001172331,0.0047406],"study_design_scores_gemma":[2.377313e-7,8.857978e-7,0.000013471241,3.8827986e-7,4.2662018e-7,7.8498897e-7,2.8068283e-7,0.99957675,0.00007205766,0.0003080472,0.000026126963,5.0679364e-7],"about_ca_topic_score_codex":0.01159347,"about_ca_topic_score_gemma":0.0077691,"teacher_disagreement_score":0.01159347,"about_ca_system_score_codex":0.0007297293,"about_ca_system_score_gemma":0.0012089337,"threshold_uncertainty_score":0.023051977},"labels":[],"label_agreement":null},{"id":"W4390116612","doi":"10.2118/212745-pa","title":"Evaluation of Flow Units and Capillary Pressures of the Giant Chicontepec Tight Oil Paleochannel in Mexico and a Fresh Look at Drilling and Completions","year":2023,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Palaeochannel; Geology; Petroleum engineering; Drilling; Capillary pressure; Oil in place; Geochemistry; Structural basin; Geotechnical engineering; Petroleum; Paleontology; Porous medium; Porosity; Fluvial; Engineering","score_opus":0.03236764623546854,"score_gpt":0.23768147508066187,"score_spread":0.20531382884519334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390116612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968849,0.00016606801,0.000563184,0.00005459399,0.0000033492252,0.000011353375,0.0004420071,0.000027604427,0.0018468066],"genre_scores_gemma":[0.9977731,0.00013203389,0.0010390435,0.000010917183,0.0000033475224,0.000012185922,0.00034575004,0.000005375858,0.0006783891],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99986875,0.0000055651885,0.000006659503,0.00003321654,0.000049921655,0.00003580597],"domain_scores_gemma":[0.9997501,0.000035623456,0.00006146723,0.000009124611,0.00011797077,0.000025639827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018331046,0.0002093263,0.0001522476,0.0018225828,0.00064437,0.00045731812,0.00024837095,0.00028308874,0.0013227011],"category_scores_gemma":[0.00042771644,0.00012975697,0.00010461758,0.001268875,0.00041984618,0.00043795645,0.00035420313,0.00024812197,0.000079426165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027580044,0.000061513936,0.89835083,0.000102128826,0.00003852661,0.00084149,0.00064571726,0.002518927,0.04520323,0.0006155507,0.0007277165,0.050618544],"study_design_scores_gemma":[0.0000047117114,0.0000574154,0.9864153,0.000015483194,0.000013527393,0.00014554613,0.0006887191,0.0028203677,0.0076655084,0.00007244646,0.0020888771,0.000012104675],"about_ca_topic_score_codex":0.14551404,"about_ca_topic_score_gemma":0.22551394,"teacher_disagreement_score":0.14551404,"about_ca_system_score_codex":0.0015373982,"about_ca_system_score_gemma":0.0006245858,"threshold_uncertainty_score":0.28933412},"labels":[],"label_agreement":null},{"id":"W4390603965","doi":"10.2118/218398-pa","title":"Development of a Scalable Parallel Compositional Simulator for Thermo-Hydromechanical Coupling in Fractured Rocks Using an Embedded Discrete Fracture Model","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Scalability; Coupling (piping); Computer science; Fracture (geology); Computational science; Matrix (chemical analysis); Finite volume method; Oil shale; Stencil; Simulation; Geology; Mechanics; Geotechnical engineering; Mechanical engineering; Materials science; Engineering","score_opus":0.02148485799120268,"score_gpt":0.28596289899634275,"score_spread":0.26447804100514005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390603965","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33707887,0.00015905705,0.6432342,0.0002600764,0.00010203997,0.00021944154,0.0008947645,0.003246876,0.014804779],"genre_scores_gemma":[0.8418132,0.0001267762,0.15379421,0.000054911146,0.000018524603,0.0002810985,0.00071097683,0.00027131228,0.0029289434],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987674,0.000018056151,0.000008563354,0.000018023207,0.000059565504,0.00001897196],"domain_scores_gemma":[0.999747,0.00007323,0.00002712931,0.00004723298,0.00007373259,0.00003155214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025470392,0.00041502726,0.00054914906,0.00028159076,0.00039482076,0.0005070391,0.0013189863,0.00065853144,0.0022561399],"category_scores_gemma":[0.0007140716,0.00032658427,0.00059047877,0.00034641984,0.00045025532,0.00046332227,0.0007559612,0.0006037068,0.00027395744],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024271996,0.000032373817,0.0010147945,0.00003012971,0.000016109992,0.00006070283,0.000027721102,0.9852545,0.0066433325,0.0023757403,0.00031784747,0.0042023887],"study_design_scores_gemma":[0.000007489123,0.0000059883337,0.000071429386,0.0000011215652,0.0000019201898,0.0000049676432,0.0000036960423,0.99882334,0.00065235107,0.00017851974,0.0002471684,0.000002026338],"about_ca_topic_score_codex":0.011065355,"about_ca_topic_score_gemma":0.0069837933,"teacher_disagreement_score":0.011065355,"about_ca_system_score_codex":0.00052949786,"about_ca_system_score_gemma":0.0014887907,"threshold_uncertainty_score":0.022001922},"labels":[],"label_agreement":null},{"id":"W4390618270","doi":"10.2118/218410-pa","title":"A Simple Normalized Analytical Model for Oil Production of SAGD Process and Its Applications in Athabasca Oil Sands","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cenovus Energy (Canada)","funders":"","keywords":"Oil sands; Steam-assisted gravity drainage; Asphalt; Petroleum engineering; Oil field; Engineering; Petroleum; Steam injection; Oil production; Production (economics); Environmental science; Geology","score_opus":0.02574311008998478,"score_gpt":0.32854001199079813,"score_spread":0.3027969019008134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390618270","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41963166,0.0012466509,0.50509745,0.0014889797,0.00018001052,0.0003058198,0.0030378196,0.0014859737,0.0675257],"genre_scores_gemma":[0.97095966,0.00033507415,0.011653759,0.00007546121,0.00002014095,0.0001660236,0.00043881507,0.00010015097,0.016250884],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973315,0.0000399917,0.000013944325,0.00007522352,0.00008652975,0.000051160358],"domain_scores_gemma":[0.99957603,0.00014694818,0.00006860824,0.000022671034,0.00016064898,0.000025087487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043280615,0.0007909815,0.00077674614,0.0009950773,0.00069312734,0.0013406913,0.0016186938,0.0014525909,0.00315673],"category_scores_gemma":[0.0015072498,0.00050094334,0.00096271874,0.0009437581,0.0009037343,0.0010460907,0.0006975247,0.0007831622,0.00048118396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009440351,0.000010751443,0.00057149626,0.000015081036,0.0000044281364,0.00005234998,0.000023861743,0.99479914,0.00064466137,0.0023271984,0.00018414263,0.001357446],"study_design_scores_gemma":[0.0000016991811,0.0000023395182,0.00011940261,0.000001485818,0.0000018706633,0.000006137513,0.0000079964175,0.99910694,0.000100867954,0.00039872562,0.0002491801,0.0000033319852],"about_ca_topic_score_codex":0.11768015,"about_ca_topic_score_gemma":0.045333367,"teacher_disagreement_score":0.88231987,"about_ca_system_score_codex":0.0030858314,"about_ca_system_score_gemma":0.0020590131,"threshold_uncertainty_score":0.23399031},"labels":[],"label_agreement":null},{"id":"W4391023709","doi":"10.2118/219448-pa","title":"A One-Dimensional Convolutional Neural Network for Fast Predictions of the Oil-CO2 Minimum Miscibility Pressure in Unconventional Reservoirs","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Overfitting; Convolutional neural network; Computer science; Artificial neural network; Principal component analysis; Reservoir simulation; Mixing (physics); Data set; Approximation error; Set (abstract data type); Enhanced oil recovery; Algorithm; Artificial intelligence; Petroleum engineering; Engineering","score_opus":0.015341161363931235,"score_gpt":0.25058228655747616,"score_spread":0.23524112519354493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391023709","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4927656,0.00065014523,0.4996965,0.00039230843,0.000071065755,0.00004045152,0.00029580563,0.0020596364,0.0040283753],"genre_scores_gemma":[0.9561066,0.00014596063,0.04162734,0.000038514758,0.0000068636377,0.00003908078,0.00025482557,0.00004077656,0.0017400272],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999374,0.000008934827,0.0000027921785,0.00001563689,0.000022466114,0.000012877468],"domain_scores_gemma":[0.99985325,0.00006148665,0.00001732654,0.000012513053,0.000046392597,0.000009077631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021263052,0.00045777694,0.00023604464,0.00023710252,0.00014227032,0.00026104195,0.00054759433,0.0003867056,0.00066003716],"category_scores_gemma":[0.0006738832,0.00024760794,0.00024040964,0.00020810282,0.00018830145,0.00036421212,0.0002990148,0.0005349656,0.00016766346],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008233762,0.00004990154,0.0017238868,0.00003933921,0.00002271411,0.00006702063,0.000022870045,0.93450016,0.015184644,0.001178709,0.00069440214,0.046434075],"study_design_scores_gemma":[4.2717747e-7,0.000002086965,0.00005952474,5.568141e-7,5.6474505e-7,8.847028e-7,5.216606e-7,0.9990687,0.0007895444,0.00004844185,0.000028086677,6.419081e-7],"about_ca_topic_score_codex":0.014398715,"about_ca_topic_score_gemma":0.011287461,"teacher_disagreement_score":0.014398715,"about_ca_system_score_codex":0.000638348,"about_ca_system_score_gemma":0.0008037818,"threshold_uncertainty_score":0.02862984},"labels":[],"label_agreement":null},{"id":"W4391037481","doi":"10.2118/218412-pa","title":"A Comprehensive Assessment of the Integration of Solvent and Steam for the Extraction of Bitumen Through the Development of Novel Process Models","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Asphalt; Steam-assisted gravity drainage; Capital cost; Petroleum engineering; Environmental science; Waste management; Extraction (chemistry); Process engineering; Oil sands; Engineering; Chemistry; Materials science","score_opus":0.09107178247339014,"score_gpt":0.3880676262463414,"score_spread":0.29699584377295124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391037481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8480001,0.0010919607,0.12907036,0.00028004355,0.00003634501,0.00032089947,0.0011005377,0.00034019176,0.01975947],"genre_scores_gemma":[0.97374505,0.0006470725,0.022058818,0.000021270967,0.000007866529,0.00020938643,0.00040241514,0.000034759367,0.0028733106],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972326,0.000074347256,0.000018020371,0.00003278639,0.00011141533,0.00004018682],"domain_scores_gemma":[0.99878114,0.0008058601,0.00014053725,0.000055284734,0.00018640174,0.000030783034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010169308,0.00082852313,0.0008751587,0.00062772626,0.00033575608,0.0010109575,0.000749158,0.00078221835,0.0016211184],"category_scores_gemma":[0.0014781153,0.00046447176,0.0011356376,0.00056353945,0.0002470778,0.00085428735,0.000506918,0.0006353938,0.0002011633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024464873,0.000030471196,0.00047072832,0.000026242747,0.000013163092,0.000023366889,0.000005532028,0.9952579,0.001249412,0.0006884413,0.000037870876,0.0021724948],"study_design_scores_gemma":[0.0000073685324,0.00005220955,0.00022853006,0.0000049431264,0.000014110856,0.0000057160164,0.0000045528795,0.9981256,0.0010128961,0.00023642296,0.00030351226,0.000004117344],"about_ca_topic_score_codex":0.011450976,"about_ca_topic_score_gemma":0.0072574886,"teacher_disagreement_score":0.011450976,"about_ca_system_score_codex":0.0016732186,"about_ca_system_score_gemma":0.0017483582,"threshold_uncertainty_score":0.022768676},"labels":[],"label_agreement":null},{"id":"W4392380325","doi":"10.2118/219477-pa","title":"Near-Wellbore Salinity Effect on Sand Control Plugging by Fines Migration in Steam-Assisted Gravity Drainage Producer Wells","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Wellbore; Petroleum engineering; Drainage; Geology; Salinity; Steam-assisted gravity drainage; Geotechnical engineering; Environmental science; Oil sands; Oceanography; Geography; Archaeology","score_opus":0.004428964977815884,"score_gpt":0.22664381209291534,"score_spread":0.22221484711509945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392380325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994165,0.000024563233,0.00038536644,0.000004110189,0.0000018223604,0.0000068475947,0.000024722192,0.000012868451,0.00012336766],"genre_scores_gemma":[0.99910164,0.000033373883,0.000531595,0.0000064307305,6.3280936e-7,0.000006797168,0.00003688358,0.0000036059298,0.0002790489],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997285,0.00003990229,0.000028708575,0.00005084707,0.0001030412,0.00004897172],"domain_scores_gemma":[0.9995363,0.00009717817,0.00014343756,0.000027472594,0.00013394597,0.00006170379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002647008,0.00021270577,0.00026483586,0.00027223816,0.00021122112,0.0004367778,0.0001739633,0.00020626979,0.0007961535],"category_scores_gemma":[0.0005453146,0.00012339599,0.00031411348,0.00017855386,0.00025758956,0.00028816404,0.0002789015,0.00025694518,0.00011178007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044033804,0.000106375795,0.014925445,0.00006641019,0.000012070227,0.0001324329,0.00016728608,0.00078300084,0.97551256,0.00003617746,0.000035709258,0.0077821002],"study_design_scores_gemma":[0.000018609038,0.002828386,0.09177801,0.000012025513,0.000033001776,0.000090449415,0.0006272742,0.004602914,0.8992692,0.000040657076,0.0006722553,0.000027060758],"about_ca_topic_score_codex":0.0035169807,"about_ca_topic_score_gemma":0.0066792555,"teacher_disagreement_score":0.0035169807,"about_ca_system_score_codex":0.00035066987,"about_ca_system_score_gemma":0.00023766224,"threshold_uncertainty_score":0.0069929957},"labels":[],"label_agreement":null},{"id":"W4392702632","doi":"10.2118/219493-pa","title":"Investigating the Impact of Hydrocarbon Solvent on In-Situ Asphaltene Precipitation in Solvent-Assisted Cyclic Steam Technique","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Asphaltene; Solvent; Cracking; Precipitation; Steam injection; Hydrocarbon; Chemical engineering; Synthetic oil; Petroleum engineering; Chemistry; Enhanced oil recovery; Materials science; Organic chemistry; Geology; Composite material; Base oil","score_opus":0.01896121458039867,"score_gpt":0.30151722179445845,"score_spread":0.28255600721405977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392702632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99550265,0.000299921,0.0033073532,0.000021702412,0.000010631317,0.000015618145,0.00006892172,0.000036425412,0.000736681],"genre_scores_gemma":[0.99734193,0.00028622936,0.0016727078,0.00001604694,0.0000048042853,0.000014472255,0.00005369583,0.000012420046,0.0005976357],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998888,0.000014235582,0.0000068206737,0.000020610267,0.000049357746,0.000020197407],"domain_scores_gemma":[0.99984133,0.000056850367,0.000039156694,0.000013574535,0.00003903816,0.000009859762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014875775,0.00019644358,0.00017851438,0.00012909067,0.00011487125,0.00014936978,0.00014547392,0.00014272565,0.00096149725],"category_scores_gemma":[0.0002881451,0.00010544867,0.00018862075,0.00014607483,0.0002152037,0.00026768615,0.00016014263,0.00031654615,0.0001565044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006217696,0.000018774426,0.00033686048,0.000076231234,0.0000051177594,0.000033031538,0.00002561055,0.00025186184,0.9971192,0.000041030824,0.000025468236,0.0020046579],"study_design_scores_gemma":[0.000002229333,0.00012217683,0.0010163626,0.0000017070702,0.000004739457,0.000021953514,0.00001784815,0.0015035326,0.99692935,0.000013555423,0.00036368423,0.000002833313],"about_ca_topic_score_codex":0.0007609338,"about_ca_topic_score_gemma":0.0016727081,"teacher_disagreement_score":0.00096149725,"about_ca_system_score_codex":0.00014097124,"about_ca_system_score_gemma":0.00015239937,"threshold_uncertainty_score":0.003216505},"labels":[],"label_agreement":null},{"id":"W4392787445","doi":"10.2118/219468-pa","title":"A New Mechanistic Model for Wettability-Altering Surfactant Floods in Carbonates","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Pulmonary surfactant; Wetting; Petroleum engineering; Geology; Chemical engineering; Chemistry; Engineering","score_opus":0.01372619411567907,"score_gpt":0.26074436010267543,"score_spread":0.24701816598699636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392787445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5747901,0.00065892615,0.3994879,0.00093052915,0.0001709831,0.0004272491,0.0011118304,0.00047917626,0.02194327],"genre_scores_gemma":[0.967841,0.0004411111,0.023551151,0.00011517248,0.000024172012,0.00047156002,0.00030422633,0.000057828252,0.007193696],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998878,0.000022101322,0.0000077859995,0.000020530013,0.000034227087,0.000027566857],"domain_scores_gemma":[0.9997143,0.00013373239,0.000040589115,0.000022797783,0.000066309374,0.000022259586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031463648,0.000525195,0.0006064773,0.00044938677,0.0004763835,0.0007276911,0.001371153,0.0017507317,0.0018651764],"category_scores_gemma":[0.00078774366,0.0004183035,0.0008723501,0.00029803772,0.00051373977,0.00090650056,0.00059752614,0.0008782884,0.00021218295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021890568,0.00004447137,0.0005906538,0.00003360831,0.000009586483,0.00006810122,0.00002403177,0.9868346,0.0073644593,0.0036510003,0.000094618445,0.0012630654],"study_design_scores_gemma":[0.000005415358,0.000010598651,0.00006162763,0.0000014102642,0.000002865668,0.0000065628205,0.0000032363882,0.99885213,0.000613756,0.0002382845,0.00020171996,0.0000023642745],"about_ca_topic_score_codex":0.010837622,"about_ca_topic_score_gemma":0.004787559,"teacher_disagreement_score":0.010837622,"about_ca_system_score_codex":0.0010379703,"about_ca_system_score_gemma":0.0014407762,"threshold_uncertainty_score":0.021549046},"labels":[],"label_agreement":null},{"id":"W4392787448","doi":"10.2118/219463-pa","title":"Adsorption Characteristics of CO2/CH4/H2S Mixtures in Calcite Nanopores with the Implications for CO2 Sequestration","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petroleum Technology Research Centre; University of Regina; University of Alberta","funders":"","keywords":"Calcite; Nanopore; Adsorption; Carbon sequestration; Chemical engineering; Carbon dioxide; Co2 removal; Petroleum engineering; Materials science; Chemistry; Geology; Mineralogy; Nanotechnology; Engineering; Physical chemistry","score_opus":0.011758002686880244,"score_gpt":0.24447591311101954,"score_spread":0.2327179104241393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392787448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99853325,0.0001153101,0.000516749,0.00001899387,0.0000046733376,0.0000041953176,0.00021989475,0.000040040806,0.00054696866],"genre_scores_gemma":[0.9989986,0.000077939236,0.00056561036,0.000008521355,0.000001931669,0.0000077592185,0.00013641492,0.0000062628174,0.00019702339],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998851,0.000005169415,0.0000074003274,0.000025280086,0.000051257368,0.000025825342],"domain_scores_gemma":[0.9998541,0.00005283744,0.000025022035,0.000009127605,0.00004232396,0.000016534264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001365036,0.00022729526,0.00017717591,0.00034725442,0.0002762614,0.00023832348,0.0002928821,0.0002953953,0.0015457849],"category_scores_gemma":[0.00023389015,0.0001276603,0.0002924736,0.00032297306,0.00028078593,0.0002608857,0.00013661676,0.00027672746,0.00013440207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002359987,0.000049765364,0.0033040645,0.00010759595,0.000027510576,0.000097013224,0.00005934735,0.006938336,0.98682237,0.00031653082,0.00014264304,0.0018987351],"study_design_scores_gemma":[0.0000146133,0.00015747861,0.0154495025,0.000008402067,0.00002259464,0.00004175399,0.0001450227,0.09368915,0.88989013,0.00013646079,0.00041230192,0.000032566266],"about_ca_topic_score_codex":0.009387432,"about_ca_topic_score_gemma":0.0071975146,"teacher_disagreement_score":0.009387432,"about_ca_system_score_codex":0.0006194837,"about_ca_system_score_gemma":0.0002608148,"threshold_uncertainty_score":0.018665612},"labels":[],"label_agreement":null},{"id":"W4392787614","doi":"10.2118/219461-pa","title":"Injection Temperature Impacts on Reservoir Response during CO2 Storage","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Saskatchewan; University of Alberta","funders":"","keywords":"Petroleum engineering; Environmental science; Geology","score_opus":0.0060363583140525,"score_gpt":0.23481045555550417,"score_spread":0.22877409724145167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392787614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99883455,0.000018490962,0.0004128064,0.000010245518,0.000002327825,0.000006154593,0.00010893963,0.000058400674,0.00054795976],"genre_scores_gemma":[0.9996313,0.00000954533,0.000112926595,0.0000020310526,2.4733e-7,0.0000022427548,0.00006918981,0.000004481125,0.00016797602],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998766,0.000006851623,0.000006831618,0.000020318354,0.000049390343,0.000040055802],"domain_scores_gemma":[0.9997155,0.000083259736,0.000039460752,0.000019321531,0.00011263333,0.00002978569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018651686,0.00023674697,0.0002364706,0.0003124186,0.00038438165,0.00061122526,0.00038266307,0.0002629827,0.0010513549],"category_scores_gemma":[0.0006120609,0.00019615496,0.00025782545,0.00028417393,0.0003247391,0.00027382348,0.00026359144,0.00025944502,0.00011971975],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019457445,0.0002567734,0.20182654,0.00017576074,0.000108471155,0.00078071165,0.00049096695,0.27728844,0.49296737,0.0003322874,0.0005359623,0.023290928],"study_design_scores_gemma":[0.000039205603,0.00061850337,0.31272838,0.000016067912,0.00007045966,0.0001431888,0.0007268933,0.3838239,0.30070084,0.00011481626,0.0009399654,0.000077770404],"about_ca_topic_score_codex":0.08455572,"about_ca_topic_score_gemma":0.10800558,"teacher_disagreement_score":0.08455572,"about_ca_system_score_codex":0.0015256287,"about_ca_system_score_gemma":0.0008937194,"threshold_uncertainty_score":0.16812712},"labels":[],"label_agreement":null},{"id":"W4393854655","doi":"10.2118/215092-pa","title":"New Insights on Catalysts-Supported In-Situ Upgrading of Heavy Oil and Hydrogen Generation during In-Situ Combustion Oil Recovery","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"In situ; Catalysis; Combustion; Hydrogen; Waste management; Environmental science; Business; Materials science; Chemistry; Engineering; Organic chemistry","score_opus":0.011154839295401191,"score_gpt":0.22877881341312667,"score_spread":0.21762397411772547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393854655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95781446,0.005294358,0.02276378,0.0008066186,0.00014647438,0.000059130787,0.00054303574,0.00032081368,0.01225128],"genre_scores_gemma":[0.98777276,0.0018764742,0.0060694646,0.00010331382,0.00002236147,0.000012847837,0.00024348508,0.000035559777,0.0038637987],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998678,0.00001249244,0.000007400382,0.000018255818,0.00005962539,0.00003447116],"domain_scores_gemma":[0.9999163,0.000025937743,0.000012647714,0.000009077147,0.000027347816,0.000008674751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021566321,0.00031115883,0.000283126,0.0002463935,0.00018238416,0.00047920132,0.0004258653,0.0003975942,0.0019969342],"category_scores_gemma":[0.0001664295,0.0001411733,0.00026143997,0.00021955444,0.0002907629,0.0005606611,0.0001944316,0.00075093773,0.0003706365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008090983,0.00006260711,0.00044139998,0.0002528501,0.000009556259,0.00015539896,0.00007740042,0.00049176964,0.99070626,0.00073644373,0.00023766348,0.0067477226],"study_design_scores_gemma":[0.000003977165,0.000110609595,0.0013826786,0.000009576202,0.000011727771,0.000095666845,0.00014919037,0.0028397834,0.98960507,0.0002328993,0.0055502723,0.0000086199825],"about_ca_topic_score_codex":0.0017454197,"about_ca_topic_score_gemma":0.0039971215,"teacher_disagreement_score":0.0019969342,"about_ca_system_score_codex":0.00039437143,"about_ca_system_score_gemma":0.00016330378,"threshold_uncertainty_score":0.006680429},"labels":[],"label_agreement":null},{"id":"W4394914923","doi":"10.2118/219738-pa","title":"Research on the Influence of Sand-Mud Interlayer Properties on the Expansion of SAGD Steam Chamber","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Steam injection; Geology; Oil sands; Geotechnical engineering; Materials science; Composite material","score_opus":0.05696359703616368,"score_gpt":0.29784830093420595,"score_spread":0.24088470389804226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394914923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912553,0.00009668015,0.007510189,0.000019652784,0.000004018697,0.000015568767,0.00008929165,0.000037457106,0.00097195734],"genre_scores_gemma":[0.99788755,0.00009147632,0.0017592355,0.0000025382308,6.8414465e-7,0.0000066757634,0.00004406794,0.000004300987,0.00020346342],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999131,0.000008339281,0.0000056793942,0.00001717839,0.000036247166,0.000019403284],"domain_scores_gemma":[0.9998784,0.00004344091,0.000024501713,0.000013655034,0.00002707268,0.000012820184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014999621,0.00026751214,0.0002350354,0.0002520567,0.00021029594,0.00044812568,0.0003283294,0.00022379991,0.0006061973],"category_scores_gemma":[0.00039508336,0.00018025146,0.0003140593,0.00020099075,0.00035935992,0.00037814045,0.00027223869,0.00024658433,0.000080437865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001469651,0.00011800141,0.027594922,0.00031141753,0.000038844588,0.00042569972,0.00013400851,0.32357693,0.6323768,0.0011644355,0.00010487098,0.0140071865],"study_design_scores_gemma":[0.000014549678,0.0001248396,0.023333268,0.000011034757,0.00002768004,0.000092785915,0.00012640926,0.81754553,0.1575664,0.00018378498,0.0009462426,0.000027446406],"about_ca_topic_score_codex":0.01501142,"about_ca_topic_score_gemma":0.014877389,"teacher_disagreement_score":0.01501142,"about_ca_system_score_codex":0.0005252891,"about_ca_system_score_gemma":0.0005353512,"threshold_uncertainty_score":0.029848099},"labels":[],"label_agreement":null},{"id":"W4395445637","doi":"10.2118/219758-pa","title":"Multiscale Pore Structure Evolution of Different Rank Coals Induced by Chelating Agent Intrusion","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Anthracite; Coal; Coalbed methane; Bituminous coal; Carbonization; Adsorption; Scanning electron microscope; Chemical engineering; Chemistry; Macropore; Mineralogy; Porosity; Dissolution; Materials science; Composite material; Coal mining; Organic chemistry; Catalysis","score_opus":0.010248181750712605,"score_gpt":0.21722144861805326,"score_spread":0.20697326686734066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395445637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997872,0.00017780643,0.0012812065,0.000022187143,0.000006344792,0.000007032575,0.00009919899,0.000042389252,0.00049191463],"genre_scores_gemma":[0.99875927,0.00007666747,0.00070633116,0.000014931271,0.000002654677,0.000008257478,0.00008702762,0.0000066668345,0.00033822368],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990475,0.0000068480986,0.0000052684004,0.000021399317,0.000036245652,0.00002552188],"domain_scores_gemma":[0.999895,0.000018838167,0.000028439063,0.0000074404393,0.000028700022,0.000021473317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011662705,0.00014758972,0.000131786,0.00033715172,0.00018066804,0.00022259755,0.00013665298,0.00020649118,0.00070585613],"category_scores_gemma":[0.00018806926,0.00013640444,0.00018988318,0.0001485994,0.00027494994,0.00032662816,0.00015723148,0.0002540314,0.00007095719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006383882,0.0000097668535,0.0012266155,0.000037430287,0.000005844644,0.000089064735,0.00006134766,0.00028968786,0.99677616,0.00013387579,0.00004594394,0.0012604462],"study_design_scores_gemma":[0.000011871576,0.00012926113,0.03416163,0.0000065795325,0.000021946295,0.00024653,0.0001952334,0.009097637,0.95486975,0.00015823531,0.0010824853,0.000018771358],"about_ca_topic_score_codex":0.0008157433,"about_ca_topic_score_gemma":0.00095558714,"teacher_disagreement_score":0.0008157433,"about_ca_system_score_codex":0.00017266636,"about_ca_system_score_gemma":0.00009654091,"threshold_uncertainty_score":0.0023613572},"labels":[],"label_agreement":null},{"id":"W4396769923","doi":"10.2118/214842-pa","title":"Spatiotemporal X-Ray Imaging of Neat and Viscosified CO2 in Displacement of Brine-Saturated Porous Media","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Porous medium; Brine; Porosity; Materials science; Displacement (psychology); Geology; X-ray; Petroleum engineering; Composite material; Optics; Thermodynamics; Physics; Psychology","score_opus":0.008779706082716362,"score_gpt":0.23034600362592822,"score_spread":0.22156629754321186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396769923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968136,0.00016050582,0.0017191105,0.000026977164,0.000003547764,0.000008668342,0.00011962388,0.000042969008,0.0011049677],"genre_scores_gemma":[0.99541,0.00018380133,0.0027657659,0.000028711851,0.0000034983766,0.000016869075,0.00013503054,0.000017014843,0.0014393242],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999386,0.000004686668,0.0000042152365,0.000014025566,0.000022691134,0.000015808246],"domain_scores_gemma":[0.99982136,0.00004328856,0.00005843284,0.00001884616,0.000033270193,0.000024880776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010944762,0.00019749379,0.000099424455,0.00029562126,0.00015818412,0.00032194657,0.00023126222,0.00023202488,0.0013804421],"category_scores_gemma":[0.00014601593,0.00014472114,0.00011600183,0.00024515996,0.00035425395,0.00022489746,0.00017886673,0.0003113131,0.00009536316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059330632,0.000013645121,0.00064016157,0.000022618697,0.000002781947,0.000085436186,0.00005640706,0.0003544271,0.9978993,0.00009054834,0.00002937068,0.00074598123],"study_design_scores_gemma":[0.0000067586234,0.0000874121,0.008694254,0.0000072063967,0.000008019675,0.00013069219,0.00009209957,0.003903948,0.98647434,0.000022229042,0.0005654101,0.0000076292195],"about_ca_topic_score_codex":0.0023131203,"about_ca_topic_score_gemma":0.0020513427,"teacher_disagreement_score":0.0023131203,"about_ca_system_score_codex":0.0003417445,"about_ca_system_score_gemma":0.00015903985,"threshold_uncertainty_score":0.0046180487},"labels":[],"label_agreement":null},{"id":"W4396769938","doi":"10.2118/212145-pa","title":"Integrated Optimization of Hybrid Steam-Solvent Injection in Post-CHOPS Reservoirs with Consideration of Wormhole Networks and Foamy Oil Behavior","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Petroleum engineering; Injection well; Wormhole; Steam injection; Environmental science; Reservoir simulation; Oil production; Porosity; Production rate; Permeability (electromagnetism); Process engineering; Geology; Engineering; Geotechnical engineering; Chemistry","score_opus":0.010951490382778014,"score_gpt":0.24672346340166046,"score_spread":0.23577197301888245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396769938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74741,0.00016058462,0.24731609,0.00007570485,0.00001530067,0.00009670366,0.0000789987,0.00018402534,0.004662544],"genre_scores_gemma":[0.98828655,0.000029635641,0.011000592,0.0000055099954,0.0000012781571,0.000034194218,0.000017529826,0.000009729323,0.0006149342],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990666,0.000018524514,0.0000041160224,0.000015569003,0.000025482892,0.000029582052],"domain_scores_gemma":[0.9997749,0.000115534975,0.000044565564,0.000012198778,0.000035320052,0.000017541795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003480213,0.00036018173,0.0004949124,0.00034569684,0.0002095056,0.00051477674,0.000441103,0.00044508153,0.0008008964],"category_scores_gemma":[0.0005219086,0.0003035453,0.00036930505,0.00022639186,0.00038298097,0.00041052027,0.0004387393,0.00027875425,0.00006484172],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032775857,0.000019868683,0.0004933712,0.00001829914,0.00000773026,0.000027435128,0.0000065157683,0.9914676,0.004461659,0.00034953444,0.000023666422,0.0030914736],"study_design_scores_gemma":[0.0000054919765,0.000042257834,0.00017588871,0.000001203832,0.0000041036888,0.0000034688799,0.000005025878,0.997405,0.0021679662,0.00012322968,0.00006454449,0.0000017127386],"about_ca_topic_score_codex":0.0048183263,"about_ca_topic_score_gemma":0.005073594,"teacher_disagreement_score":0.0048183263,"about_ca_system_score_codex":0.0005634073,"about_ca_system_score_gemma":0.00096871314,"threshold_uncertainty_score":0.009580553},"labels":[],"label_agreement":null},{"id":"W4398185808","doi":"10.2118/219774-pa","title":"A Combined Neural Network Forecasting Approach for CO2-Enhanced Shale Gas Recovery","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Oil shale; Artificial neural network; Computer science; Carbon sequestration; Economic shortage; Enhanced oil recovery; Software deployment; Multilayer perceptron; Petroleum engineering; Carbon capture and storage (timeline); Field (mathematics); Deep learning; Work (physics); Artificial intelligence; Geology; Engineering; Climate change; Waste management","score_opus":0.015369655839886672,"score_gpt":0.21020021145552137,"score_spread":0.1948305556156347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398185808","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4282698,0.0013763554,0.55658215,0.0010245994,0.00025091798,0.000083857565,0.00052494067,0.0014718584,0.010415402],"genre_scores_gemma":[0.97803634,0.00019910917,0.019599503,0.00004961733,0.000043922944,0.000045002595,0.00016274747,0.000021088954,0.0018425717],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998559,0.00002736205,0.000011782791,0.00004492263,0.00003476948,0.000025185402],"domain_scores_gemma":[0.99973553,0.00009675703,0.00002658485,0.000013966477,0.000110435525,0.000016652373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004969477,0.0006282272,0.0005576799,0.0005842419,0.0002827338,0.0007084314,0.0007051515,0.00085409207,0.0013302085],"category_scores_gemma":[0.0009390014,0.00031814238,0.00050950755,0.0005335507,0.00019153993,0.00060438097,0.00045690328,0.0008137093,0.00021002203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043175864,0.00002440281,0.00085998635,0.00001652815,0.000021211763,0.000030329209,0.000009979008,0.97920716,0.0010178302,0.0004486192,0.00026456645,0.01805627],"study_design_scores_gemma":[3.542901e-7,0.0000014582538,0.000037353213,4.304346e-7,0.0000010630807,4.1197808e-7,5.5953785e-7,0.99983764,0.000059701993,0.000043324082,0.000017093264,6.3357214e-7],"about_ca_topic_score_codex":0.025364198,"about_ca_topic_score_gemma":0.017185904,"teacher_disagreement_score":0.025364198,"about_ca_system_score_codex":0.0006705569,"about_ca_system_score_gemma":0.000793066,"threshold_uncertainty_score":0.0504331},"labels":[],"label_agreement":null},{"id":"W4399627871","doi":"10.2118/218041-pa","title":"New Insights from an Old Method after History Matching a Newly Designed 1D Cyclic Steam Stimulation Experiment","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ballast; Steam injection; Petroleum engineering; Cabin pressurization; Core (optical fiber); Environmental science; Materials science; Engineering; Mechanical engineering","score_opus":0.013665190431642818,"score_gpt":0.28046403300721623,"score_spread":0.2667988425755734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399627871","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13190304,0.00068236626,0.85246885,0.00054326816,0.0003992087,0.00022814852,0.0004554287,0.0024722614,0.010847349],"genre_scores_gemma":[0.5709676,0.0006070407,0.42073908,0.00015248469,0.00010186239,0.00027795025,0.00035333924,0.00045288622,0.0063477876],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99963427,0.000051060597,0.00001888635,0.000090840724,0.00017882629,0.000026075968],"domain_scores_gemma":[0.9995154,0.00013996447,0.000035875808,0.00016117294,0.00010561768,0.000042021304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000761513,0.00051374664,0.00043887005,0.00046510133,0.00021965474,0.00081040314,0.00083343755,0.0005971253,0.004699003],"category_scores_gemma":[0.000954507,0.0003427171,0.00037925548,0.00035148332,0.000582337,0.0008205457,0.0007180657,0.0006947943,0.0006291608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004578194,0.00028185296,0.003450739,0.0006204625,0.000060839404,0.00044468822,0.00042881808,0.0700221,0.6837262,0.018556453,0.0023166647,0.2196334],"study_design_scores_gemma":[0.0000732531,0.00074982014,0.004300914,0.000066271874,0.00004728691,0.0003958494,0.00020290045,0.718645,0.2415833,0.0064960076,0.027310103,0.00012919505],"about_ca_topic_score_codex":0.0009047191,"about_ca_topic_score_gemma":0.00096868817,"teacher_disagreement_score":0.004699003,"about_ca_system_score_codex":0.0005285635,"about_ca_system_score_gemma":0.0003835235,"threshold_uncertainty_score":0.015719712},"labels":[],"label_agreement":null},{"id":"W4399805593","doi":"10.2118/221475-pa","title":"Machine Learning Techniques in Enhanced Oil Recovery Screening Using Semisupervised Label Propagation","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Support vector machine; Random forest; Artificial intelligence; Machine learning; Artificial neural network; Computer science; Naive Bayes classifier; Decision tree; Regression; Classifier (UML); Data mining; Mathematics; Statistics","score_opus":0.02676191388348607,"score_gpt":0.29624520777038615,"score_spread":0.26948329388690007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399805593","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040077522,0.00037415256,0.95586103,0.00039124454,0.000043889555,0.00007783525,0.00012940272,0.0013930267,0.0016518536],"genre_scores_gemma":[0.5750169,0.00024335823,0.42072073,0.00023077133,0.000077410994,0.0001691573,0.0004911101,0.00014637833,0.0029042],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988041,0.0004738822,0.00006307492,0.00022024657,0.00035560693,0.00008299238],"domain_scores_gemma":[0.9948714,0.0027850133,0.00061687035,0.00040865055,0.0012298458,0.00008829415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003562196,0.0007692189,0.00069648284,0.0016970395,0.00049840804,0.00092697144,0.0015928176,0.001209653,0.001277604],"category_scores_gemma":[0.0062978375,0.0003167318,0.00076406443,0.00094531145,0.0007932629,0.0013775115,0.00093024917,0.0013074833,0.00056792976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021765249,0.00028298958,0.003770378,0.00017555628,0.00008097456,0.00011657323,0.00014811009,0.7166339,0.0110872965,0.009051181,0.002608441,0.25582695],"study_design_scores_gemma":[0.000002641104,0.000009447105,0.000099114346,0.000003837653,0.0000024904537,0.0000067657343,0.0000038855014,0.99727064,0.0010880787,0.0013405317,0.00016962767,0.0000029964385],"about_ca_topic_score_codex":0.0039751064,"about_ca_topic_score_gemma":0.004375578,"teacher_disagreement_score":0.0039751064,"about_ca_system_score_codex":0.00089302094,"about_ca_system_score_gemma":0.0010993325,"threshold_uncertainty_score":0.018838942},"labels":[],"label_agreement":null},{"id":"W4400084759","doi":"10.2118/221462-pa","title":"Statistical Upscaling of Transport Parameters Considering Heterogeneous Porosity and Facies Distribution: An Application for Warm Solvent Injection Processes Modeling","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Porosity; Workflow; Porous medium; Computer science; Petroleum engineering; Environmental science; Geology; Materials science; Soil science; Biological system; Geotechnical engineering","score_opus":0.02368327439002552,"score_gpt":0.26296066926983297,"score_spread":0.23927739487980745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400084759","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17652951,0.00008424125,0.81893367,0.00020042711,0.000038283277,0.00007131716,0.00020926005,0.0024620076,0.0014711403],"genre_scores_gemma":[0.84256,0.000083501654,0.15632284,0.000032850938,0.000017843447,0.000062145315,0.00018837208,0.00018051363,0.000552043],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979943,0.00003841681,0.00001879298,0.000044727265,0.00007270351,0.000025928402],"domain_scores_gemma":[0.99891806,0.00054176163,0.0001360264,0.00014297066,0.00019608959,0.00006514039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008528921,0.0005878054,0.00062821526,0.0005745649,0.00051939173,0.0008229994,0.00069491647,0.000490257,0.00077153766],"category_scores_gemma":[0.0018934115,0.0003587568,0.0010133774,0.00049661857,0.00042744275,0.00061968894,0.00066767295,0.00080847176,0.00010907608],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022997892,0.000026384976,0.0014116087,0.000013963116,0.000011261261,0.000059856917,0.000029911098,0.97947055,0.0048867427,0.0012926451,0.000108267974,0.0126657905],"study_design_scores_gemma":[0.0000020537877,0.0000045350166,0.00010961498,9.411332e-7,0.0000014656638,0.0000034718657,0.0000032710695,0.9982768,0.0011584902,0.00034175278,0.00009434598,0.0000031738145],"about_ca_topic_score_codex":0.019043686,"about_ca_topic_score_gemma":0.0107894065,"teacher_disagreement_score":0.019043686,"about_ca_system_score_codex":0.00083132536,"about_ca_system_score_gemma":0.0016577091,"threshold_uncertainty_score":0.0378657},"labels":[],"label_agreement":null},{"id":"W4400182013","doi":"10.2118/221487-pa","title":"Experimental Evaluation of CO2-Soluble Nonionic Surfactants for Wettability Alteration to Intermediate CO2-Oil Wet during Immiscible Gas Injection","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Dissolution; Wetting; Surface tension; Supercritical fluid; Enhanced oil recovery; Residual oil; Solubility; Chemical engineering; Chemistry; Saturation (graph theory); Petroleum engineering; Relative permeability; Petroleum reservoir; Organic chemistry; Thermodynamics; Geology; Porosity","score_opus":0.019541082288258037,"score_gpt":0.31093274606313814,"score_spread":0.2913916637748801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400182013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997851,0.00018716037,0.0011859104,0.000014711199,0.0000072157886,0.00002672995,0.0001466438,0.00002405247,0.000556565],"genre_scores_gemma":[0.9964044,0.00037605895,0.0023994446,0.000015470561,0.0000048636016,0.000051550887,0.00017821841,0.000017259516,0.0005527308],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997073,0.000031597472,0.000029905215,0.00005284339,0.000109214656,0.00006912984],"domain_scores_gemma":[0.99966824,0.000079337085,0.000089252055,0.000027973285,0.000104508545,0.000030713356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003741985,0.00042115254,0.00018987231,0.00023100396,0.00024117393,0.0002065534,0.0002538711,0.00025999203,0.0008218799],"category_scores_gemma":[0.00057646254,0.00015783758,0.0002000644,0.00037016332,0.00022102805,0.0003772844,0.0002320003,0.00048737004,0.00014732286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080605074,0.000026590544,0.00022857854,0.000042727293,0.0000036859144,0.00003039491,0.000036635054,0.00012374582,0.99864405,0.000032778466,0.00001447575,0.0007357501],"study_design_scores_gemma":[0.00000226151,0.0000949839,0.00039451593,0.000001083375,0.0000029420191,0.000008036887,0.000013487612,0.000510195,0.9988482,0.0000041746907,0.00011787323,0.0000022747522],"about_ca_topic_score_codex":0.0012058935,"about_ca_topic_score_gemma":0.0017666431,"teacher_disagreement_score":0.0012058935,"about_ca_system_score_codex":0.00021862383,"about_ca_system_score_gemma":0.00018343706,"threshold_uncertainty_score":0.0027495027},"labels":[],"label_agreement":null},{"id":"W4400525511","doi":"10.2118/221482-pa","title":"Dynamic Real-Time Production Forecasting Model for Complex Subsurface Flow Systems with Variable Length Input Sequences","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Wellhead; Trimming; Data mining; Production (economics); Mean squared error; Variable (mathematics); Algorithm; Engineering; Statistics; Petroleum engineering; Mathematics","score_opus":0.041298923253249326,"score_gpt":0.27582374764389345,"score_spread":0.23452482439064412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400525511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5816939,0.00044204528,0.41119257,0.0007774931,0.000096340336,0.000057622925,0.00060215214,0.0012401079,0.0038978134],"genre_scores_gemma":[0.9908025,0.00006232961,0.0076079327,0.0000332204,0.000010066725,0.00004235635,0.00016157422,0.000017200298,0.0012628435],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997911,0.0000377268,0.000012396944,0.00008198089,0.000028490722,0.00004838169],"domain_scores_gemma":[0.999374,0.00033466515,0.00009920686,0.000029148408,0.00013064333,0.000032349508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069390755,0.00084026944,0.0007479481,0.0004047299,0.00033476655,0.00077955105,0.0011187232,0.0010405678,0.0014889771],"category_scores_gemma":[0.0016631569,0.0004828704,0.0007065099,0.00040848873,0.00048770325,0.0006471543,0.00047134623,0.0011210563,0.00019955153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018521334,0.000008458524,0.0006196476,0.0000053556596,0.0000063817483,0.000025213214,0.000009980654,0.9963676,0.00029622632,0.00030596,0.000079670695,0.0022570773],"study_design_scores_gemma":[6.069965e-7,0.00000211745,0.000053727545,4.011929e-7,9.435693e-7,9.493695e-7,9.646134e-7,0.9998362,0.00003095543,0.00006244391,0.0000098152605,7.615605e-7],"about_ca_topic_score_codex":0.039359774,"about_ca_topic_score_gemma":0.021816917,"teacher_disagreement_score":0.039359774,"about_ca_system_score_codex":0.0009558849,"about_ca_system_score_gemma":0.0010739594,"threshold_uncertainty_score":0.078261375},"labels":[],"label_agreement":null},{"id":"W4400539033","doi":"10.2118/221483-pa","title":"Coupled Simulation of Fracture Propagation and Lagrangian Proppant Transport","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Fracturing fluid; Fracture (geology); Discontinuity (linguistics); Mechanics; Hydraulic fracturing; Lagrangian; Classification of discontinuities; Displacement (psychology); Hagen–Poiseuille equation; Fluid dynamics; Geology; Eulerian path; Petroleum engineering; Flow (mathematics); Geotechnical engineering; Mathematics; Physics; Applied mathematics","score_opus":0.006820034913638948,"score_gpt":0.23803789540348835,"score_spread":0.2312178604898494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400539033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6552472,0.00012160432,0.33163583,0.00018578838,0.00006773039,0.000108119166,0.00020036167,0.0003856726,0.012047639],"genre_scores_gemma":[0.9779644,0.000056541096,0.019386627,0.000024364614,0.000007778306,0.000083809566,0.000080430334,0.00003477173,0.0023612427],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998293,0.000032222946,0.000008641003,0.00002711323,0.000064793436,0.000037980444],"domain_scores_gemma":[0.9997607,0.00009675541,0.00004407191,0.000029645507,0.00003809413,0.00003063595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022598446,0.000463744,0.0005074447,0.0004449223,0.00038333016,0.00057983137,0.0009106646,0.0011482397,0.001270873],"category_scores_gemma":[0.0007512484,0.0003126075,0.00058379734,0.00032164287,0.00086086174,0.000561862,0.00097616523,0.0006772323,0.0001325649],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021872538,0.0000336476,0.0007435698,0.000016299804,0.0000115449175,0.000070400616,0.000029714527,0.9903626,0.004431025,0.0026525776,0.00005232059,0.0015745052],"study_design_scores_gemma":[0.0000028989953,0.0000068464524,0.00007504732,8.648575e-7,0.0000011159868,0.000004580706,0.000002416645,0.9992488,0.0004455184,0.00014932003,0.000060862574,0.0000017535468],"about_ca_topic_score_codex":0.009579727,"about_ca_topic_score_gemma":0.003413301,"teacher_disagreement_score":0.009579727,"about_ca_system_score_codex":0.00064206874,"about_ca_system_score_gemma":0.0010052148,"threshold_uncertainty_score":0.019047916},"labels":[],"label_agreement":null},{"id":"W4400763691","doi":"10.2118/215056-pa","title":"Shale Gas Production Forecasting with Well Interference Based on Spatial-Temporal Graph Convolutional Network","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Shale gas; Graph; Computer science; Interference (communication); Production (economics); Convolutional neural network; Oil shale; Petroleum engineering; Environmental science; Geology; Artificial intelligence; Theoretical computer science; Telecommunications; Paleontology","score_opus":0.017560196507812705,"score_gpt":0.2091443358256919,"score_spread":0.19158413931787918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400763691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66659296,0.0012545901,0.3226342,0.0009784083,0.00014353929,0.00004174436,0.001077761,0.002387977,0.0048888326],"genre_scores_gemma":[0.98757523,0.00013935783,0.010507044,0.000057775735,0.000019386473,0.000013552964,0.000568295,0.000020493428,0.0010987035],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998746,0.00001585248,0.000005917315,0.000047400386,0.000027414331,0.000028763776],"domain_scores_gemma":[0.9997514,0.00009274898,0.000035165926,0.00002318605,0.00007514302,0.000022274153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031248113,0.0006826597,0.0004160489,0.00061412476,0.00024633735,0.00046205622,0.0008276587,0.00058906537,0.0007868351],"category_scores_gemma":[0.0008909039,0.00032765986,0.00060320646,0.00068011536,0.0002853922,0.0008265104,0.0003993383,0.0007733554,0.00015705153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006227996,0.000031191266,0.0036602833,0.000014447179,0.000033135682,0.000049254682,0.000016789241,0.9686341,0.0011179427,0.0007853478,0.0007449608,0.024850242],"study_design_scores_gemma":[7.046205e-7,0.0000020877535,0.00018615923,5.3202206e-7,0.0000017982891,0.0000014710868,0.0000011231393,0.9995053,0.00010353301,0.00016857796,0.00002770263,9.626631e-7],"about_ca_topic_score_codex":0.052510843,"about_ca_topic_score_gemma":0.05192745,"teacher_disagreement_score":0.052510843,"about_ca_system_score_codex":0.0011893881,"about_ca_system_score_gemma":0.0009245225,"threshold_uncertainty_score":0.10441041},"labels":[],"label_agreement":null},{"id":"W4401174773","doi":"10.2118/223082-pa","title":"A 1+ Mechanism Model for Predicting the Mixed-Oil Concentration in Multiproduct Pipelines","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Pipeline transport; Mechanism (biology); Petroleum engineering; Geology; Environmental science; Environmental engineering; Physics","score_opus":0.020528001806500582,"score_gpt":0.2731933240506254,"score_spread":0.2526653222441248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401174773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.503349,0.0010031756,0.47786248,0.0008124759,0.00019586095,0.00021612502,0.0007088386,0.00083505874,0.015017069],"genre_scores_gemma":[0.9846485,0.00027333768,0.010105908,0.000045127414,0.000020353384,0.00013093078,0.00015634269,0.000032566764,0.004586986],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983895,0.000033279757,0.000008969503,0.000045421715,0.000036331305,0.000037063674],"domain_scores_gemma":[0.9997503,0.000098358796,0.00004512333,0.0000141351065,0.0000672051,0.000024770248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003961877,0.00084464595,0.00075826637,0.00062453304,0.00047650817,0.0012044774,0.0013117039,0.0020098868,0.0016852298],"category_scores_gemma":[0.0007845721,0.00052643294,0.0010471466,0.0003935812,0.00048157925,0.0010009325,0.0007708149,0.0007160403,0.0002633292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000127572785,0.000013730149,0.00075423945,0.000017919945,0.0000059339586,0.00004942644,0.000011220454,0.9951174,0.001459971,0.0011054386,0.00009087593,0.0013610651],"study_design_scores_gemma":[0.000002722138,0.000006187525,0.000084526626,0.0000010684984,0.00000170812,0.0000036689878,0.0000023751609,0.99958986,0.00010670473,0.00012862383,0.00007043966,0.0000021918079],"about_ca_topic_score_codex":0.020384094,"about_ca_topic_score_gemma":0.0071256002,"teacher_disagreement_score":0.020384094,"about_ca_system_score_codex":0.00093489845,"about_ca_system_score_gemma":0.0015781876,"threshold_uncertainty_score":0.04053092},"labels":[],"label_agreement":null},{"id":"W4401338478","doi":"10.2118/217760-pa","title":"Quantifying the Effects of Interwell Communication Using Dynamic Fluid-in-Place Calculations","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Petroleum engineering; Petrology; Mechanics; Physics","score_opus":0.12667028721490128,"score_gpt":0.47760939508185085,"score_spread":0.3509391078669496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401338478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84238017,0.00019005661,0.1456203,0.00024516843,0.000055004486,0.0001089336,0.00043697032,0.00046854935,0.010494783],"genre_scores_gemma":[0.98884165,0.00003744449,0.010439592,0.000016398975,0.0000037588297,0.00003238743,0.00008185909,0.000024902192,0.0005219619],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953663,0.00008371965,0.000031504853,0.00007901466,0.00019879673,0.00007046433],"domain_scores_gemma":[0.99794406,0.0013215232,0.00024041194,0.00015639875,0.0002791845,0.000058376496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007584925,0.00067046937,0.00057055685,0.0007981034,0.00058439473,0.0010568121,0.0011139744,0.0011157341,0.0013396128],"category_scores_gemma":[0.003011304,0.0003785944,0.0005846301,0.00067548454,0.00055186235,0.0015627539,0.0009063745,0.001090541,0.00015378644],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021794407,0.000024046412,0.0017051566,0.000017474045,0.0000075899843,0.000051914198,0.000023524864,0.99230886,0.0017720453,0.0006068954,0.00006333929,0.0033972217],"study_design_scores_gemma":[0.000002653292,0.000013548917,0.00032434645,0.0000022241252,0.000002829947,0.000006796276,0.000015302168,0.998181,0.001196014,0.00016019147,0.000090641384,0.000004538587],"about_ca_topic_score_codex":0.018389845,"about_ca_topic_score_gemma":0.0076738116,"teacher_disagreement_score":0.018389845,"about_ca_system_score_codex":0.0010340814,"about_ca_system_score_gemma":0.0014120324,"threshold_uncertainty_score":0.0365656},"labels":[],"label_agreement":null},{"id":"W4401699450","doi":"10.2118/218027-pa","title":"Characterization of Wormhole Growth and Propagation Dynamics during CHOPS Processes by Integrating Rate Transient Analysis and a Pressure-Gradient-Based Sand Failure Criterion in the Presence of Foamy Oil Behavior","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Transient (computer programming); Wormhole; Characterization (materials science); Petroleum engineering; Dynamics (music); Materials science; Transient analysis; Pressure gradient; Geology; Geotechnical engineering; Mechanics; Computer science; Transient response; Engineering; Nanotechnology; Physics; Classical mechanics","score_opus":0.0030928209786142435,"score_gpt":0.19960694368029608,"score_spread":0.19651412270168184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401699450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9747313,0.00004361858,0.024067687,0.000019468685,0.0000026357702,0.000018150999,0.00009143985,0.00020530904,0.0008203438],"genre_scores_gemma":[0.9986071,0.000014779206,0.0011681017,0.0000012121889,4.40607e-7,0.0000054355864,0.000024403394,0.0000062014337,0.00017236864],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992824,0.000005584128,0.000004021843,0.000014912011,0.000029533585,0.00001770266],"domain_scores_gemma":[0.99958056,0.00017457131,0.00007727327,0.000035162735,0.000101194586,0.000031328982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021919364,0.0002201059,0.00019863293,0.00065982615,0.00016961619,0.00026555266,0.00034156974,0.00023469684,0.0007502332],"category_scores_gemma":[0.00078139844,0.00014234796,0.00019751546,0.00018632007,0.00029414496,0.00043835846,0.00026979254,0.00022661946,0.000085433305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036836448,0.00015015402,0.041914787,0.00018803257,0.000046521713,0.001001605,0.0006463056,0.35412797,0.553856,0.005476639,0.00040317554,0.04182046],"study_design_scores_gemma":[0.0000021824735,0.00003813999,0.007384029,0.000004610696,0.0000046501254,0.000039940987,0.000069984526,0.94346195,0.048547573,0.00030764748,0.00012977129,0.000009479653],"about_ca_topic_score_codex":0.003125046,"about_ca_topic_score_gemma":0.0016630999,"teacher_disagreement_score":0.003125046,"about_ca_system_score_codex":0.00037229186,"about_ca_system_score_gemma":0.000181875,"threshold_uncertainty_score":0.0062137246},"labels":[],"label_agreement":null},{"id":"W4401699468","doi":"10.2118/218153-pa","title":"A Comprehensive Approach to Modeling Air Injection-Based Enhanced Oil Recovery Processes","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Petroleum engineering; Enhanced oil recovery; Secondary air injection; Environmental science; Computer science; Process engineering; Geology; Engineering; Waste management","score_opus":0.01581077769047369,"score_gpt":0.2440664552200988,"score_spread":0.2282556775296251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401699468","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.063617505,0.001202033,0.91391414,0.00025800127,0.00006295295,0.00020545932,0.00084638613,0.000688218,0.019205201],"genre_scores_gemma":[0.85677093,0.001942273,0.11814355,0.00011692343,0.00006691578,0.00072701025,0.00085701386,0.00025335068,0.021122025],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977094,0.00005009398,0.000017462346,0.000048379145,0.00008400067,0.000029069803],"domain_scores_gemma":[0.9998054,0.00008980642,0.000027361188,0.000016307275,0.000050535822,0.000010523709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005959893,0.001094667,0.0011851392,0.00072284427,0.00047676914,0.0011975984,0.0013263955,0.001727481,0.0016361567],"category_scores_gemma":[0.0006801756,0.00062788994,0.0017814797,0.00055240706,0.0004727686,0.0009585771,0.00087340974,0.0010107982,0.00042955557],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000515916,0.000014053853,0.00008841321,0.000029720983,0.000008796598,0.000026896623,0.000009870117,0.9941391,0.0017808721,0.0022203021,0.000049649498,0.0016271404],"study_design_scores_gemma":[0.0000014402948,0.0000075072544,0.000041691997,0.0000028667675,0.0000036251888,0.0000031444295,0.000002089438,0.9987362,0.00031301432,0.0005118199,0.00037428268,0.00000235033],"about_ca_topic_score_codex":0.013014211,"about_ca_topic_score_gemma":0.00863865,"teacher_disagreement_score":0.013014211,"about_ca_system_score_codex":0.0010661738,"about_ca_system_score_gemma":0.0014632173,"threshold_uncertainty_score":0.02587688},"labels":[],"label_agreement":null},{"id":"W4401811720","doi":"10.2118/223093-pa","title":"Investigating the Feasibility of EOR While Preloading Parent Wells to Mitigate Fracture Hits: An Experimental and Modeling Study","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Petroleum engineering; Geology; Fracture (geology); Geotechnical engineering","score_opus":0.04195530184747142,"score_gpt":0.3088919617432323,"score_spread":0.2669366598957609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401811720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99198323,0.00015294779,0.006369295,0.00005535626,0.000011814241,0.000034122255,0.00019691471,0.00009965553,0.0010966677],"genre_scores_gemma":[0.995099,0.00013095005,0.0040452625,0.0000075936637,0.0000018221959,0.000026360654,0.00006895031,0.00000908269,0.0006110951],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998367,0.000009996319,0.000007932339,0.00003302221,0.00007326444,0.000038933358],"domain_scores_gemma":[0.9997483,0.00006846972,0.00005276387,0.0000267009,0.00008435447,0.000019394092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034480472,0.00035345613,0.00037829622,0.00027604814,0.00025526792,0.00039565173,0.0006437921,0.0005618923,0.0010171653],"category_scores_gemma":[0.0003984557,0.00016595428,0.00039331624,0.0001637118,0.0003027655,0.00043344428,0.0002472607,0.00044280165,0.00018569364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030976642,0.0005661738,0.009351304,0.00040864645,0.000027268763,0.0006794319,0.00010728329,0.18200792,0.7878352,0.0011400082,0.00059723615,0.016969875],"study_design_scores_gemma":[0.000034017925,0.0015914759,0.0052452213,0.000016153743,0.000037044443,0.00009158617,0.00017895535,0.5829339,0.40818924,0.0001890084,0.0014569439,0.00003645611],"about_ca_topic_score_codex":0.0050610187,"about_ca_topic_score_gemma":0.006546577,"teacher_disagreement_score":0.0050610187,"about_ca_system_score_codex":0.00048087534,"about_ca_system_score_gemma":0.00050649035,"threshold_uncertainty_score":0.010063171},"labels":[],"label_agreement":null},{"id":"W4401812942","doi":"10.2118/218032-pa","title":"Understanding the Dynamics of Matrix-Fracture Interaction: The First Step Toward Modeling Chemical EOR and Selecting Suitable Fracturing Fluid in Unconventional Oil/Gas Recovery","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Petroleum engineering; Enhanced oil recovery; Hydraulic fracturing; Unconventional oil; Fracturing fluid; Fracture (geology); Tight gas; Matrix (chemical analysis); Reservoir simulation; Geology; Fossil fuel; Chemistry; Geotechnical engineering; Engineering; Waste management; Chromatography","score_opus":0.023642674053324188,"score_gpt":0.25783191508772857,"score_spread":0.2341892410344044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401812942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67585915,0.001472391,0.3120701,0.0006209722,0.000043090942,0.00032035483,0.0007387891,0.0004898774,0.008385148],"genre_scores_gemma":[0.9425077,0.0011781343,0.052773204,0.000071955576,0.000016260137,0.0002816194,0.00022606949,0.00008048742,0.002864485],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99996233,0.000005947753,0.000003448351,0.000007941868,0.000011141099,0.000009209653],"domain_scores_gemma":[0.9998907,0.00005060891,0.000022737333,0.000009476081,0.000018369967,0.000008119401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021561178,0.00043772877,0.0004504957,0.00024950094,0.00018916036,0.0005206612,0.00062377524,0.0009536603,0.0015171956],"category_scores_gemma":[0.0003978198,0.00025682518,0.00038449877,0.00018553543,0.0003109969,0.00087376393,0.0002784302,0.0005117272,0.00021404852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040705716,0.00010394687,0.0027077452,0.00021511462,0.00001644741,0.00008785612,0.000047689664,0.91784614,0.06994009,0.0026827047,0.00014168087,0.0061699003],"study_design_scores_gemma":[0.0000031770523,0.000025355228,0.00040435957,0.0000065826725,0.000003863765,0.0000076408705,0.000016172638,0.99362576,0.0050372193,0.00043838995,0.00042663998,0.000004811129],"about_ca_topic_score_codex":0.006569133,"about_ca_topic_score_gemma":0.005103078,"teacher_disagreement_score":0.006569133,"about_ca_system_score_codex":0.00054408074,"about_ca_system_score_gemma":0.00073883537,"threshold_uncertainty_score":0.013061821},"labels":[],"label_agreement":null},{"id":"W4402468120","doi":"10.2118/223116-pa","title":"Cyclic Gas Injection in Low-Permeability Oil Reservoirs: Progress in Modeling and Experiments","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Key Research and Development Program of China; American Chemical Society Petroleum Research Fund","keywords":"Petroleum engineering; Enhanced oil recovery; Process (computing); Permeability (electromagnetism); Fossil fuel; Unconventional oil; Reservoir engineering; Environmental science; Computer science; Geology; Engineering; Chemistry; Petroleum; Waste management","score_opus":0.014255683796292619,"score_gpt":0.28483287407555963,"score_spread":0.270577190279267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402468120","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39794132,0.2797712,0.29939014,0.0013651368,0.00037488065,0.00030083206,0.0008770786,0.0010666419,0.01891282],"genre_scores_gemma":[0.8047226,0.15916605,0.033275247,0.000102239486,0.00011014094,0.00017616425,0.0004779771,0.00007351593,0.0018960785],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99956363,0.00005890696,0.00003802652,0.00007471391,0.00022079801,0.000043876746],"domain_scores_gemma":[0.99945074,0.00030945727,0.00007101834,0.00004335298,0.000113868045,0.0000115077255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001250447,0.00053461187,0.0009450143,0.0005232912,0.00020478868,0.000879439,0.0008472044,0.0006271471,0.0007471766],"category_scores_gemma":[0.0012691735,0.00036614842,0.000780163,0.000728622,0.0006676968,0.0016073962,0.00046969298,0.0011212598,0.00026168337],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053777447,0.0004201237,0.0029869392,0.019633984,0.00022435912,0.0005681471,0.00043508998,0.31028634,0.42592758,0.031760775,0.0025136317,0.20470522],"study_design_scores_gemma":[0.000049321232,0.0008888135,0.0020442205,0.00090201304,0.00024863987,0.00031002946,0.00015227211,0.4555412,0.48336616,0.008233601,0.048103724,0.00016001429],"about_ca_topic_score_codex":0.0020781623,"about_ca_topic_score_gemma":0.0011146845,"teacher_disagreement_score":0.0020781623,"about_ca_system_score_codex":0.0007312532,"about_ca_system_score_gemma":0.00085803476,"threshold_uncertainty_score":0.0066130757},"labels":[],"label_agreement":null},{"id":"W4402513326","doi":"10.2118/223114-pa","title":"Air Injection into Condensate Reservoirs in the Middle and Late Stages Increases Recovery with Thermal Miscible Mechanism","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Secondary air injection; Flue gas; Petroleum engineering; Enhanced oil recovery; Gas oil ratio; Chemistry; Thermal; Condensation; Chemical engineering; Materials science; Waste management; Thermodynamics; Geology; Organic chemistry","score_opus":0.011650262716450161,"score_gpt":0.2224032895388931,"score_spread":0.21075302682244293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402513326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99086905,0.00035939927,0.0073046167,0.00004064238,0.00001476474,0.000015181646,0.000056554465,0.0002855631,0.0010542736],"genre_scores_gemma":[0.9973168,0.000103345934,0.0017709413,0.000010703947,0.0000046319965,0.0000107603,0.000042559757,0.000030031615,0.0007102439],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999824,0.000010893991,0.000009403817,0.00004034725,0.00005658748,0.000058824666],"domain_scores_gemma":[0.9997439,0.00006744036,0.00006563461,0.000029829233,0.000059593836,0.000033598924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017658276,0.0003100256,0.0002467179,0.00036149423,0.0002051479,0.0003298243,0.00030262207,0.00021924547,0.0018696506],"category_scores_gemma":[0.0004314427,0.00022312302,0.00028277774,0.00016916798,0.00036007186,0.00095278025,0.0003803665,0.00042620298,0.00031151142],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021535056,0.00002282422,0.0017156927,0.000063101674,0.0000050805866,0.00006226721,0.000054259064,0.0006573874,0.9918894,0.00033592162,0.00006406934,0.004914628],"study_design_scores_gemma":[0.0000045534553,0.00008912167,0.0013225335,0.0000024786777,0.0000043031187,0.000013804218,0.000016852371,0.0054286732,0.99258727,0.00004385269,0.0004818543,0.0000048269917],"about_ca_topic_score_codex":0.00089574617,"about_ca_topic_score_gemma":0.0008994764,"teacher_disagreement_score":0.0018696506,"about_ca_system_score_codex":0.00028218792,"about_ca_system_score_gemma":0.0002603708,"threshold_uncertainty_score":0.0062546134},"labels":[],"label_agreement":null},{"id":"W4403243213","doi":"10.2118/218077-pa","title":"A Study of Dimethyl Ether-Steam Coinjection Using a Large-Scale Physical Model","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Research Council (Canada); ConocoPhillips (Canada)","funders":"","keywords":"Steam-assisted gravity drainage; Solvent; Dimethyl ether; Steam injection; Petroleum engineering; Asphalt; Materials science; Chemistry; Chemical engineering; Oil sands; Geology; Composite material; Engineering; Catalysis; Organic chemistry","score_opus":0.01946524621783151,"score_gpt":0.30313225123338167,"score_spread":0.28366700501555014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403243213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934837,0.00009546114,0.0057497565,0.000025007383,0.000008970596,0.000017675315,0.00008290771,0.000042837888,0.0004936518],"genre_scores_gemma":[0.9976412,0.00009799332,0.001813949,0.000005885366,0.0000020392345,0.000015595211,0.000062154824,0.000004995007,0.00035617268],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998766,0.000014472497,0.00000840903,0.000034999153,0.000049150844,0.000016336051],"domain_scores_gemma":[0.9998623,0.000059943428,0.000025625179,0.000019565254,0.000024662842,0.000007867382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020271387,0.00024638572,0.00032831088,0.00021048832,0.00019622156,0.00028640483,0.00026459483,0.00029760727,0.0008403887],"category_scores_gemma":[0.0002773339,0.000117018164,0.00033606176,0.00020439073,0.00024749065,0.00031710707,0.00020453832,0.000300056,0.00010778725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015616111,0.00019941773,0.002717212,0.00009948048,0.00001776152,0.00014544021,0.000036192094,0.03178274,0.9594,0.0006940593,0.00006486587,0.0046867304],"study_design_scores_gemma":[0.000025987982,0.00054894807,0.004511538,0.0000037560505,0.000023595621,0.00004781184,0.000043005075,0.29712653,0.6963805,0.00013237038,0.0011410164,0.0000148894815],"about_ca_topic_score_codex":0.0015819459,"about_ca_topic_score_gemma":0.0012046737,"teacher_disagreement_score":0.0015819459,"about_ca_system_score_codex":0.0003550094,"about_ca_system_score_gemma":0.00019161428,"threshold_uncertainty_score":0.003145516},"labels":[],"label_agreement":null},{"id":"W4404237851","doi":"10.2118/218051-pa","title":"Integrated Characterization of Expanding-Solvent Steam-Assisted Gravity Drainage (ES-SAGD) Processes by Using a Heat-Penetration Criterion within a Unified, Consistent, and Efficient Framework","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Steam-assisted gravity drainage; Petroleum engineering; Characterization (materials science); Solvent; Geology; Penetration (warfare); Drainage; Environmental science; Materials science; Chemistry; Engineering; Oil sands; Composite material; Organic chemistry; Asphalt; Nanotechnology; Operations research","score_opus":0.014975818590278642,"score_gpt":0.2647603600212988,"score_spread":0.2497845414310202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404237851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.776386,0.00054917793,0.22092676,0.00006549306,0.000015343976,0.000049097343,0.00012739001,0.00029297004,0.0015877107],"genre_scores_gemma":[0.97981745,0.0001822301,0.019583302,0.000007669121,0.0000040153577,0.00003494639,0.00006159207,0.000018816814,0.0002900775],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997863,0.000027373064,0.000013951251,0.000041176412,0.00010755722,0.000023650744],"domain_scores_gemma":[0.9998242,0.00005616276,0.00003854253,0.000021396758,0.000048515576,0.000011210303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000527455,0.00034280372,0.00037517722,0.00035136723,0.00014782225,0.00047762156,0.0003456741,0.00027799731,0.00029369272],"category_scores_gemma":[0.00049603166,0.00019396738,0.00037709883,0.00025032062,0.00047921066,0.00057357154,0.0004915485,0.00034230357,0.00006287421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001619252,0.00008319439,0.0036426864,0.0002458484,0.000031148367,0.00015060135,0.00012540481,0.22831963,0.7360206,0.006096653,0.00017220844,0.024950018],"study_design_scores_gemma":[0.000006847067,0.00006132332,0.00090683385,0.000004766076,0.00000794557,0.000017427397,0.000016592303,0.8368584,0.16122937,0.00042710305,0.00044995514,0.000013477243],"about_ca_topic_score_codex":0.0013981888,"about_ca_topic_score_gemma":0.0009207065,"teacher_disagreement_score":0.0013981888,"about_ca_system_score_codex":0.0005147537,"about_ca_system_score_gemma":0.00042851738,"threshold_uncertainty_score":0.0037348866},"labels":[],"label_agreement":null},{"id":"W4404481938","doi":"10.2118/223937-pa","title":"Experimental Investigation on the Evolution of Physicochemical Properties and Dissolution Mechanism of High-Siliceous Shale with Acid Treatment","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Oil shale; Dissolution; Mechanism (biology); Geology; Petroleum engineering; Chemical engineering; Geochemistry; Mineralogy; Engineering; Paleontology; Epistemology; Philosophy","score_opus":0.02068264943177855,"score_gpt":0.2067480863382954,"score_spread":0.18606543690651683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404481938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982364,0.0001839297,0.0007346163,0.000010288158,0.0000034081231,0.0000101779215,0.00019900406,0.000014728942,0.00060740294],"genre_scores_gemma":[0.99716717,0.00029009377,0.0016229616,0.000012730403,0.0000028111274,0.000019591032,0.00022475833,0.000008319363,0.00065158063],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980897,0.000020481775,0.000017954497,0.000042851367,0.00007877078,0.00003095137],"domain_scores_gemma":[0.999783,0.000055843735,0.000043221517,0.000025478723,0.00007778597,0.000014649461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025560963,0.00022031838,0.00021960174,0.0002305454,0.0003512157,0.00020083098,0.00019873088,0.0002966812,0.001385034],"category_scores_gemma":[0.0003031696,0.00012749255,0.00017779175,0.00036731455,0.00020749457,0.00025250672,0.00015188668,0.00028668402,0.00019580664],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010667033,0.000015756323,0.001063803,0.000056421635,0.0000044470307,0.00004311717,0.000058814254,0.00018630676,0.99704117,0.0000274765,0.000017746865,0.0013784369],"study_design_scores_gemma":[0.0000034312127,0.00015339686,0.0055802944,0.000003153484,0.0000060005827,0.00004038947,0.00006204695,0.0006283087,0.99301225,0.00001362819,0.000491702,0.00000541189],"about_ca_topic_score_codex":0.001507351,"about_ca_topic_score_gemma":0.0033053632,"teacher_disagreement_score":0.001507351,"about_ca_system_score_codex":0.00022469577,"about_ca_system_score_gemma":0.00016348466,"threshold_uncertainty_score":0.0046334267},"labels":[],"label_agreement":null},{"id":"W4405102974","doi":"10.2118/214825-pa","title":"Natural Gas Liquid Huff ’n’ Puff in Ultratight Shale Reservoirs: An Experimental and Modeling Study","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Petroleum engineering; Oil shale; Solvent; Tight oil; Miscibility; Shale oil; Enhanced oil recovery; Unconventional oil; Oil in place; Chemistry; Phase (matter); Porosity; Chemical engineering; Materials science; Geology; Petroleum; Organic chemistry; Polymer","score_opus":0.0227611678279765,"score_gpt":0.28560329568151666,"score_spread":0.26284212785354016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405102974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996225,0.00011675562,0.0023552624,0.00006252596,0.0000030920833,0.00001029818,0.00017641413,0.000036748563,0.0010138759],"genre_scores_gemma":[0.99820614,0.00011386798,0.0011129756,0.0000067585,0.0000019264605,0.000015242676,0.000093942115,0.0000051832612,0.00044401785],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992776,0.0000073553997,0.0000034030604,0.000016435837,0.000026463345,0.000018495386],"domain_scores_gemma":[0.9997938,0.000110390465,0.00002989406,0.000015136791,0.00004024301,0.000010512813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025073384,0.00021908186,0.00026436814,0.00022606873,0.0003035288,0.00032706317,0.00043665833,0.0005539654,0.0012105596],"category_scores_gemma":[0.00033721182,0.00016543243,0.00025497458,0.0002495169,0.0004850132,0.0005874299,0.00030705408,0.00037319583,0.00012107411],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048605184,0.00042790634,0.022225408,0.0005408918,0.000034441637,0.0010289412,0.00029800375,0.68868154,0.27045032,0.0047162464,0.00079825876,0.010312066],"study_design_scores_gemma":[0.000020248286,0.00013401917,0.0026933772,0.000007865168,0.000008121548,0.000026114642,0.000073844676,0.96736556,0.028914995,0.00023890131,0.0005018202,0.000015219874],"about_ca_topic_score_codex":0.011276389,"about_ca_topic_score_gemma":0.009530305,"teacher_disagreement_score":0.011276389,"about_ca_system_score_codex":0.00064642937,"about_ca_system_score_gemma":0.0004154516,"threshold_uncertainty_score":0.022421539},"labels":[],"label_agreement":null},{"id":"W4405367314","doi":"10.2118/223954-pa","title":"Completion Design Optimization as a Function of Reservoir Quality in Tight Reservoirs: A Big Data Approach","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Workflow; Tight gas; Big data; Kriging; Petroleum engineering; Hydraulic fracturing; Geology; Computer science; Data mining; Machine learning; Database","score_opus":0.10074314437543669,"score_gpt":0.29996917374718035,"score_spread":0.19922602937174366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405367314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.807176,0.00059698214,0.18664089,0.0011367766,0.00003859801,0.00010380606,0.0014324606,0.0005410573,0.0023334443],"genre_scores_gemma":[0.95562315,0.000103195125,0.04253543,0.000058439353,0.00001537382,0.000056426346,0.0009756692,0.00004534374,0.0005870454],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993591,0.00024905623,0.000049484777,0.00012321056,0.00013884532,0.00008043218],"domain_scores_gemma":[0.9930841,0.0049997107,0.00058453955,0.00042556057,0.0006337104,0.00027235123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030095652,0.0008378461,0.00095537916,0.0015333709,0.0005373778,0.0012234092,0.0010110871,0.001040784,0.0011624431],"category_scores_gemma":[0.006737187,0.0006636376,0.0011222091,0.001291663,0.001072877,0.0013478083,0.0008765236,0.0013439347,0.000098585355],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000312789,0.00005056762,0.005712733,0.000027745948,0.000029684705,0.000035548852,0.000016447555,0.98929507,0.00019951475,0.00062817987,0.00024268591,0.0037306002],"study_design_scores_gemma":[0.0000024360497,0.000009849777,0.0008180729,0.0000024884264,0.0000030909096,0.0000021839733,0.000011975481,0.99833256,0.00015191353,0.0006004662,0.00006144251,0.0000035157086],"about_ca_topic_score_codex":0.031589523,"about_ca_topic_score_gemma":0.030196184,"teacher_disagreement_score":0.031589523,"about_ca_system_score_codex":0.001767436,"about_ca_system_score_gemma":0.0015167703,"threshold_uncertainty_score":0.062811255},"labels":[],"label_agreement":null},{"id":"W4406202805","doi":"10.2118/223977-pa","title":"Quantification of Mutual Mass Transfer Coupled with Heat Transfer for CO2/C3H8-Heavy Oil Systems Under Reservoir Conditions","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Mass transfer; Petroleum engineering; Heat transfer; Environmental science; Mechanics; Chemistry; Geology; Chromatography; Physics","score_opus":0.017576715226175283,"score_gpt":0.2523115775807648,"score_spread":0.23473486235458949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406202805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97016674,0.0004562815,0.027546192,0.000038869868,0.000018489733,0.00006606352,0.0003044114,0.00036531547,0.0010375974],"genre_scores_gemma":[0.9916847,0.00021313914,0.007306643,0.000010534256,0.0000061322194,0.00009924915,0.0001661117,0.00003064411,0.00048281433],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967647,0.000027249835,0.000015883837,0.00006980409,0.00015560558,0.00005497074],"domain_scores_gemma":[0.99964964,0.00015840307,0.00005908792,0.00003240859,0.000076471355,0.000023972692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053395616,0.00048186624,0.000366176,0.0006171398,0.00025086224,0.00034266026,0.00050314324,0.00031627464,0.0010324169],"category_scores_gemma":[0.00074482313,0.0002016955,0.000252012,0.00047421106,0.00050304877,0.00069918256,0.00053033483,0.00058458635,0.00020303905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012186873,0.000030267414,0.0008897123,0.00010765612,0.000010775498,0.00003279111,0.00006098189,0.0015359442,0.9923018,0.00030888547,0.000045153705,0.0045541497],"study_design_scores_gemma":[0.0000039165557,0.00006232755,0.0013336465,0.0000032129599,0.000006139839,0.000015349458,0.000020199855,0.025375225,0.97283787,0.000058311587,0.0002745872,0.000009118692],"about_ca_topic_score_codex":0.0011428414,"about_ca_topic_score_gemma":0.0010295082,"teacher_disagreement_score":0.0011428414,"about_ca_system_score_codex":0.00056292553,"about_ca_system_score_gemma":0.0002726109,"threshold_uncertainty_score":0.004084289},"labels":[],"label_agreement":null},{"id":"W4408927391","doi":"10.2118/226175-pa","title":"Study of Simultaneous Hydrogen Gas Stream Purification and CO2 Storage in Coal Samples using an Experimentally Simulated Huff ’n’ Puff Scheme Combined with the Rate-Transient Analysis, Porosity, and Permeability Core Analysis Method","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Porosity; Permeability (electromagnetism); Petroleum engineering; Transient analysis; Transient (computer programming); Coal; Hydrogen; Materials science; Nuclear engineering; Mechanics; Chemistry; Environmental science; Geology; Computer science; Waste management; Engineering; Composite material; Steady state (chemistry); Physics","score_opus":0.02848326677942691,"score_gpt":0.29425217591851255,"score_spread":0.26576890913908563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408927391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99803156,0.000027781518,0.0015968966,0.000013342895,0.00000340328,0.000006502634,0.000062300955,0.000023953344,0.0002340879],"genre_scores_gemma":[0.9987406,0.000020865451,0.0010491918,0.000003222759,7.5591896e-7,0.000007526973,0.000028062894,0.0000033646145,0.00014645139],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989307,0.000008374995,0.000005874959,0.0000247175,0.000051092862,0.000016839595],"domain_scores_gemma":[0.9998142,0.00006252727,0.00003092716,0.000024526556,0.000055228877,0.000012654602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023165416,0.00017886366,0.00019038845,0.00014943433,0.00024880542,0.00017176142,0.00033086704,0.0002227419,0.00063517643],"category_scores_gemma":[0.00036194993,0.00012628935,0.00016754169,0.0001706027,0.00029942472,0.00027310385,0.00017119585,0.0003194435,0.00007705832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032777974,0.000079178484,0.0029602137,0.00006284859,0.000009637573,0.00011135797,0.00009538715,0.006760345,0.98423344,0.00032962012,0.000069102214,0.0049609984],"study_design_scores_gemma":[0.000012074011,0.00023289106,0.003936128,0.000002682058,0.000006035298,0.000026994112,0.00004263928,0.055174176,0.9402753,0.000053428466,0.00022782983,0.000009720003],"about_ca_topic_score_codex":0.0031610318,"about_ca_topic_score_gemma":0.0027625246,"teacher_disagreement_score":0.0031610318,"about_ca_system_score_codex":0.0004857224,"about_ca_system_score_gemma":0.00020205641,"threshold_uncertainty_score":0.00628531},"labels":[],"label_agreement":null},{"id":"W4408927398","doi":"10.2118/220995-pa","title":"A Hybrid Tabular-Spatial-Temporal Model with 3D Geomodel for Production Prediction in Shale Gas Formations","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Shale gas; Petroleum engineering; Oil shale; Geology; Production (economics); Unconventional oil; Paleontology; Economics","score_opus":0.016101159336730304,"score_gpt":0.21498631034759028,"score_spread":0.19888515101085996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408927398","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43760312,0.00124269,0.54953605,0.00096083974,0.00018741516,0.000074880845,0.0015364459,0.0022898566,0.0065686847],"genre_scores_gemma":[0.9800672,0.00021989201,0.017050562,0.00008803488,0.000024013865,0.00005302921,0.00047520685,0.000041008443,0.0019808917],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999887,0.000018967161,0.000006924398,0.000042757267,0.000020257132,0.000024120423],"domain_scores_gemma":[0.99984396,0.000056194727,0.00002320023,0.000012361025,0.000048781032,0.000015518386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028269336,0.00071954326,0.0005130302,0.00058879366,0.00026402983,0.0008343255,0.00093554537,0.0009685341,0.0014254989],"category_scores_gemma":[0.00063781644,0.00045983205,0.0010278735,0.00051064865,0.00037764295,0.0007175981,0.0005727611,0.00069115445,0.00025391346],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029562398,0.000020933152,0.002085941,0.000014470105,0.000023963019,0.000036252608,0.000015911577,0.9873956,0.001051063,0.00053215394,0.00024147569,0.008552712],"study_design_scores_gemma":[7.470003e-7,0.0000015797942,0.0001124945,7.186771e-7,0.0000014646953,0.000001524629,0.0000012457801,0.9996886,0.00006488485,0.000090134236,0.000035454654,0.0000011808542],"about_ca_topic_score_codex":0.049858462,"about_ca_topic_score_gemma":0.029618448,"teacher_disagreement_score":0.049858462,"about_ca_system_score_codex":0.0008681249,"about_ca_system_score_gemma":0.0009823678,"threshold_uncertainty_score":0.09913647},"labels":[],"label_agreement":null},{"id":"W4409149197","doi":"10.2118/225446-pa","title":"Experimental Investigations of the Impact of H2, He, CH4, and CO2 Exposure on Kerogen Adsorption, Wettability, and Geomechanical Characteristics at Geo-Storage Conditions","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Kerogen; Wetting; Petroleum engineering; Adsorption; Geology; Geochemistry; Mineralogy; Materials science; Chemistry; Composite material; Source rock; Geomorphology; Organic chemistry","score_opus":0.011219788659239479,"score_gpt":0.2595053743891552,"score_spread":0.24828558572991574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409149197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99772173,0.0001867124,0.0010064711,0.000014971154,0.000010390281,0.000013987094,0.00031784453,0.000027137687,0.00070076407],"genre_scores_gemma":[0.99792635,0.00020042514,0.0009333239,0.000015325717,0.000005547305,0.000025640524,0.00017916785,0.000012983369,0.00070115644],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997243,0.000021360634,0.000021520245,0.00007153856,0.00009273144,0.00006842604],"domain_scores_gemma":[0.9996038,0.00012238222,0.00007235116,0.000063413005,0.000113803515,0.000024277444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024285605,0.00034804852,0.0002632235,0.0002565939,0.00031053557,0.00023323724,0.00026469928,0.0003400792,0.0019167765],"category_scores_gemma":[0.0004119598,0.00016156059,0.00025886513,0.0003541501,0.00031698585,0.0003753373,0.00023697008,0.0004325857,0.00022905311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075104894,0.00002133151,0.0006823158,0.000052402323,0.0000050328035,0.000034532615,0.00005100267,0.00020025908,0.9977349,0.000029018573,0.000032741627,0.0010814398],"study_design_scores_gemma":[0.0000016735246,0.0001033409,0.004068745,0.0000018859148,0.0000055677115,0.000021140097,0.000057548757,0.00069838844,0.9946827,0.000016116654,0.0003369333,0.0000059886825],"about_ca_topic_score_codex":0.0015772749,"about_ca_topic_score_gemma":0.0026189175,"teacher_disagreement_score":0.0019167765,"about_ca_system_score_codex":0.00023319031,"about_ca_system_score_gemma":0.00013372659,"threshold_uncertainty_score":0.006412208},"labels":[],"label_agreement":null},{"id":"W4409149384","doi":"10.2118/223155-pa","title":"Are Field Polymer Enhanced Oil Recovery Projects Reaping the Benefits of Residual Oil Saturation Reduction Due to Polymer Viscoelasticity?","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Residual oil; Viscoelasticity; Enhanced oil recovery; Polymer; Residual; Petroleum engineering; Saturation (graph theory); Materials science; Composite material; Engineering; Computer science","score_opus":0.010173101014373387,"score_gpt":0.241503797479543,"score_spread":0.23133069646516963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409149384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97307926,0.0017333656,0.011931036,0.0020583079,0.000054191416,0.000064178246,0.00022409855,0.0001253234,0.010730295],"genre_scores_gemma":[0.99037546,0.002026065,0.004796631,0.00016884648,0.000027358477,0.000035991994,0.0001440023,0.000014342195,0.0024111548],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99949706,0.00014978647,0.000023358414,0.00008681725,0.00014678192,0.00009616596],"domain_scores_gemma":[0.9981665,0.0003561608,0.0007214162,0.00012365667,0.00051388034,0.00011838108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013223831,0.00022802656,0.00021565847,0.00051385316,0.00024080262,0.0008451287,0.000442613,0.00041658682,0.0025643846],"category_scores_gemma":[0.0016565741,0.00009286054,0.00018491728,0.0005254168,0.00042306588,0.0013899329,0.00028051756,0.00031333073,0.00031262328],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008787611,0.0004999276,0.12864146,0.0012585332,0.00017247358,0.0008145691,0.0005174725,0.008402084,0.22946548,0.011928566,0.004276773,0.6131441],"study_design_scores_gemma":[0.00017960361,0.007690498,0.5287271,0.0006240773,0.00037324883,0.0014868372,0.0061773052,0.01667506,0.33016226,0.014774282,0.09299875,0.00013099854],"about_ca_topic_score_codex":0.001477625,"about_ca_topic_score_gemma":0.0027512633,"teacher_disagreement_score":0.0025643846,"about_ca_system_score_codex":0.00056091073,"about_ca_system_score_gemma":0.0011530948,"threshold_uncertainty_score":0.008578658},"labels":[],"label_agreement":null},{"id":"W4409284874","doi":"10.2118/226177-pa","title":"Wellbore Pressure Inversion Model Based on Wavelet Analysis During Gas Kick","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Wellbore; Wavelet; Inversion (geology); Geology; Petroleum engineering; Computer science; Seismology; Artificial intelligence","score_opus":0.003970440989486614,"score_gpt":0.20435477487739967,"score_spread":0.20038433388791305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409284874","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1665087,0.00006622691,0.82911736,0.00009955557,0.000028398237,0.000041272444,0.000105386345,0.0006268932,0.0034062744],"genre_scores_gemma":[0.96975726,0.00008635873,0.0282383,0.000015176294,0.000007137442,0.000048274018,0.000107794614,0.000044196313,0.001695402],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999,0.0000136224735,0.000006552273,0.000023088385,0.00004011336,0.000016549506],"domain_scores_gemma":[0.9999249,0.000020820979,0.000010063856,0.000007260824,0.00003062267,0.0000063417488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020281556,0.00035985804,0.0003046766,0.0002624139,0.00025617686,0.0004910895,0.00059673615,0.00040661148,0.0009304127],"category_scores_gemma":[0.0003802251,0.00021390285,0.00041514935,0.00016088095,0.00029541866,0.0009565887,0.0003476294,0.0004663459,0.000186522],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080798825,0.000041215455,0.0024911407,0.000050751845,0.000014588888,0.00017165217,0.000105543666,0.92198473,0.040568832,0.0047052163,0.00035554942,0.029429935],"study_design_scores_gemma":[0.0000021879002,0.0000062017675,0.00013027174,0.0000011453227,0.0000016791587,0.000006232177,0.000004983289,0.9980933,0.0014402253,0.00022392915,0.00008650941,0.0000032224277],"about_ca_topic_score_codex":0.008258236,"about_ca_topic_score_gemma":0.0036229535,"teacher_disagreement_score":0.008258236,"about_ca_system_score_codex":0.0003281125,"about_ca_system_score_gemma":0.0007328804,"threshold_uncertainty_score":0.016420305},"labels":[],"label_agreement":null},{"id":"W4409358762","doi":"10.2118/226196-pa","title":"Experimental Study and Intelligent Modeling to Evaluate the Impact of Particle-Size Distribution on the Rheological Properties of Class G Oilwell Cement","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Rheology; Cement; Class (philosophy); Particle-size distribution; Petroleum engineering; Particle size; Materials science; Geology; Engineering; Computer science; Composite material; Chemical engineering; Artificial intelligence","score_opus":0.04381543355852492,"score_gpt":0.2903364873166978,"score_spread":0.2465210537581729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409358762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97497886,0.00010732695,0.023859022,0.000027403852,0.000009981829,0.00002650354,0.0001388224,0.00011186386,0.00074014504],"genre_scores_gemma":[0.9956793,0.00004692328,0.004015253,0.0000048649263,0.0000012832227,0.000020276231,0.00006892554,0.000004420531,0.00015878862],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998203,0.00003033402,0.000016139093,0.00004888592,0.00006279017,0.00002162473],"domain_scores_gemma":[0.9997627,0.000098934644,0.0000410871,0.000040455197,0.000048383547,0.000008344152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045555772,0.00045951325,0.00025603035,0.0002586221,0.0001763255,0.00029267275,0.0002747686,0.0003759187,0.0005839916],"category_scores_gemma":[0.00057812233,0.00013611185,0.0003861959,0.00025514115,0.00019445403,0.00035372528,0.00015775076,0.00032697027,0.00011904459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037568738,0.0005144993,0.014968562,0.00019549453,0.000043334836,0.00017841975,0.0001351023,0.15623888,0.79905903,0.00057822943,0.00020483976,0.027507951],"study_design_scores_gemma":[0.000022317752,0.0006618863,0.01256988,0.000007400682,0.000035043948,0.000048091548,0.00008206638,0.6359672,0.34963888,0.000207423,0.0007347222,0.000025096806],"about_ca_topic_score_codex":0.0015030504,"about_ca_topic_score_gemma":0.0015493466,"teacher_disagreement_score":0.0015030504,"about_ca_system_score_codex":0.000225377,"about_ca_system_score_gemma":0.00013940712,"threshold_uncertainty_score":0.002988577},"labels":[],"label_agreement":null},{"id":"W4410400731","doi":"10.2118/226219-pa","title":"Development and Application of a Method for Evaluating Hydrogen Permeability and Porosity of Salt Rocks","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Porosity; Permeability (electromagnetism); Salt (chemistry); Geology; Petroleum engineering; Materials science; Geotechnical engineering; Chemistry; Organic chemistry","score_opus":0.018536700373889943,"score_gpt":0.3164915415836157,"score_spread":0.29795484120972576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410400731","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37671554,0.001484591,0.6109607,0.00027171068,0.00013543434,0.00053689495,0.0019296255,0.0019928596,0.005972644],"genre_scores_gemma":[0.62283546,0.0008080884,0.37310582,0.00008781593,0.000016137448,0.0003123811,0.0004824449,0.000121717276,0.0022300773],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875677,0.00007149877,0.000051651357,0.00018797004,0.0008662328,0.000065812],"domain_scores_gemma":[0.9987992,0.0002633413,0.00013486738,0.000120313736,0.00061986566,0.00006237391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014287443,0.00042043693,0.00031671458,0.0016311109,0.0006291035,0.0007219201,0.00094861776,0.000579552,0.0009293389],"category_scores_gemma":[0.002045239,0.00035942948,0.00026952027,0.0009315375,0.00072111044,0.00052250264,0.000800137,0.0007052584,0.00029016583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006203652,0.000035575624,0.008763672,0.00020505888,0.000022061931,0.00012993118,0.00018857428,0.0022071013,0.95409465,0.0010256387,0.00035548577,0.03291028],"study_design_scores_gemma":[0.000016518234,0.00010852534,0.020505723,0.00003421173,0.000030658128,0.00025799937,0.00021481358,0.03217311,0.94004655,0.0004356861,0.0061175004,0.000058693447],"about_ca_topic_score_codex":0.034070063,"about_ca_topic_score_gemma":0.06309079,"teacher_disagreement_score":0.034070063,"about_ca_system_score_codex":0.0013496617,"about_ca_system_score_gemma":0.0018792911,"threshold_uncertainty_score":0.06774354},"labels":[],"label_agreement":null},{"id":"W4410957885","doi":"10.2118/228293-pa","title":"A Data Analytics Approach for Unraveling the Complexity of Methane Emissions: A Permian Basin Study","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Methane emissions; Methane; Analytics; Permian; Environmental science; Geology; Earth science; Data analysis; Structural basin; Petroleum engineering; Computer science; Data science; Paleontology; Data mining; Chemistry","score_opus":0.09189068020609698,"score_gpt":0.3142134960284959,"score_spread":0.22232281582239893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410957885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93497926,0.0014419135,0.048333727,0.0044874996,0.000019859164,0.0001153669,0.0031069508,0.0002933627,0.007222034],"genre_scores_gemma":[0.9667413,0.00080997596,0.03067056,0.00012320679,0.000025020356,0.000053677322,0.0010475263,0.000027766571,0.0005010193],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997223,0.000104757186,0.000019030636,0.00004689962,0.0000881209,0.000018918607],"domain_scores_gemma":[0.99891686,0.0006079158,0.00012080969,0.00010814799,0.00018414216,0.00006213236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006435,0.0002758784,0.00020898908,0.00245358,0.00052720273,0.0013675224,0.0005507418,0.00033969892,0.0008134979],"category_scores_gemma":[0.0022293972,0.00018717744,0.00045811,0.0033479023,0.0006575029,0.0013191742,0.0009187402,0.0007029347,0.00008292362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015001454,0.00021248533,0.6489356,0.00032277367,0.00040409673,0.0013862922,0.002659868,0.13187279,0.0057888934,0.037398744,0.0053123166,0.16555612],"study_design_scores_gemma":[0.000016823133,0.000073228795,0.23374315,0.00024926642,0.000090577305,0.00025618344,0.0071561243,0.67924994,0.0039561954,0.052965797,0.022196181,0.00004642354],"about_ca_topic_score_codex":0.038202148,"about_ca_topic_score_gemma":0.04037907,"teacher_disagreement_score":0.038202148,"about_ca_system_score_codex":0.0012292636,"about_ca_system_score_gemma":0.0014446093,"threshold_uncertainty_score":0.07595956},"labels":[],"label_agreement":null},{"id":"W4410993931","doi":"10.2118/228292-pa","title":"Prediction of Shear Wave Velocity Using Machine Learning Models and Characteristics of the Porous Medium","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Porous medium; Shear (geology); Porosity; Wave velocity; Mechanics; Geology; Materials science; Geotechnical engineering; Composite material; Physics","score_opus":0.03411525826179933,"score_gpt":0.2198587015417148,"score_spread":0.1857434432799155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410993931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8958669,0.00016547697,0.10240185,0.00011272513,0.000024638002,0.000025623134,0.00038640882,0.0003020563,0.00071434974],"genre_scores_gemma":[0.9891066,0.000046712095,0.010397924,0.0000054038896,0.0000061144756,0.000011577281,0.0002807766,0.000008051319,0.00013686257],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975055,0.00005970528,0.000017785587,0.00007221632,0.000051426137,0.000048231115],"domain_scores_gemma":[0.9985513,0.00085866207,0.00019666435,0.000087127904,0.00024503205,0.00006121089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010383703,0.0005274359,0.0004128951,0.001486093,0.00017130085,0.0007325135,0.00043391803,0.0006101752,0.00037094296],"category_scores_gemma":[0.002829353,0.00025189188,0.00064223364,0.000820925,0.00030046992,0.00090176455,0.0002946592,0.00052679004,0.000223747],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009988041,0.00015510968,0.053967394,0.00004116807,0.00005869186,0.00007532979,0.000037614303,0.90222406,0.0077250125,0.00044550782,0.0003066331,0.034863446],"study_design_scores_gemma":[0.0000014134779,0.000008863841,0.0042658267,0.0000027351768,0.0000029276912,0.0000050864223,0.000005746421,0.99486756,0.00063712295,0.0001685727,0.000029630677,0.0000044835747],"about_ca_topic_score_codex":0.006107792,"about_ca_topic_score_gemma":0.0044446476,"teacher_disagreement_score":0.006107792,"about_ca_system_score_codex":0.00046317652,"about_ca_system_score_gemma":0.00043032484,"threshold_uncertainty_score":0.012144446},"labels":[],"label_agreement":null},{"id":"W4411345724","doi":"10.2118/228306-pa","title":"A Normalized Analytical Model for Instantaneous Steam/Oil Ratio of the Steam-Assisted Gravity Drainage Process and Its Applications in Athabasca Oil Sands","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cenovus Energy (Canada)","funders":"","keywords":"Steam-assisted gravity drainage; Oil sands; Petroleum engineering; Geology; Process (computing); Environmental science; Materials science; Asphalt; Computer science","score_opus":0.009205136701441782,"score_gpt":0.2606932054796947,"score_spread":0.2514880687782529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411345724","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21510462,0.0016302571,0.7356413,0.0011379299,0.00020446464,0.0002037703,0.0012278584,0.0015584021,0.043291487],"genre_scores_gemma":[0.9765623,0.0005417189,0.0121568395,0.00006589538,0.000027678652,0.00010687841,0.0002143289,0.00009222514,0.010231927],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999746,0.000037577596,0.000013739093,0.00008369105,0.0000721107,0.000046891564],"domain_scores_gemma":[0.9996406,0.00012484737,0.00006562995,0.000014189386,0.00013441629,0.000020274865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043088742,0.00083179603,0.0007838226,0.0009658718,0.0005364632,0.0010922821,0.0014570936,0.0013537001,0.0020282625],"category_scores_gemma":[0.0013291403,0.00047294886,0.0009985369,0.0006440731,0.0007768687,0.0008578684,0.00063123717,0.0008179492,0.00036020216],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009414841,0.000011447283,0.0004594058,0.000023671773,0.000005150658,0.000054971013,0.000026380134,0.992515,0.0012709612,0.0025889864,0.00022054958,0.0028139884],"study_design_scores_gemma":[0.0000010397666,0.000002447156,0.00007214965,0.0000013274591,0.0000021415942,0.0000053642148,0.0000044236945,0.9993211,0.00012084901,0.00030184994,0.0001640823,0.000003299714],"about_ca_topic_score_codex":0.09610292,"about_ca_topic_score_gemma":0.030642362,"teacher_disagreement_score":0.90389705,"about_ca_system_score_codex":0.0026345842,"about_ca_system_score_gemma":0.0018680434,"threshold_uncertainty_score":0.19108707},"labels":[],"label_agreement":null},{"id":"W4411411335","doi":"10.2118/221189-pa","title":"In-Situ Hydrogen Generation through Heavy Oil Pyrolysis Catalyzed by Clay Minerals","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Pyrolysis; Hydrogen; Clay minerals; Catalysis; Hydrogen production; Oil sands; Chemistry; Chemical engineering; Thermogravimetric analysis; Materials science; Mineralogy; Organic chemistry","score_opus":0.009174096367817958,"score_gpt":0.23048589313560305,"score_spread":0.2213117967677851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411411335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99698085,0.00012105196,0.0020419874,0.000017078757,0.0000069317844,0.0000045671986,0.000083534265,0.000024942565,0.0007190134],"genre_scores_gemma":[0.99844307,0.00008340011,0.0010456104,0.0000051966135,0.000001035484,0.0000024113158,0.000046377027,0.000006066298,0.0003667032],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999918,0.0000088564275,0.000004249162,0.0000140629,0.00003448522,0.00002036515],"domain_scores_gemma":[0.9999441,0.000019044737,0.000013564593,0.0000050037356,0.000011650788,0.000006618936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121439014,0.00021268854,0.000140056,0.00016413505,0.000106995656,0.00017433242,0.0001651188,0.00015099283,0.00056382234],"category_scores_gemma":[0.00014980097,0.00011813213,0.00021691437,0.00013840405,0.00013629459,0.00024046788,0.00018397727,0.00025149446,0.00010420101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007693553,0.00001759629,0.0005085415,0.00007075585,0.0000062623017,0.000057843772,0.000021740187,0.00083958806,0.99644923,0.00010510276,0.00003700872,0.0018093203],"study_design_scores_gemma":[0.0000035101132,0.000039331975,0.0005897808,0.0000017515579,0.000004280247,0.000019442296,0.00001713904,0.005090815,0.99392456,0.000025993599,0.0002809079,0.0000025011927],"about_ca_topic_score_codex":0.0009444463,"about_ca_topic_score_gemma":0.0015926606,"teacher_disagreement_score":0.0009444463,"about_ca_system_score_codex":0.00017078237,"about_ca_system_score_gemma":0.00008554997,"threshold_uncertainty_score":0.001886189},"labels":[],"label_agreement":null},{"id":"W4411690160","doi":"10.2118/228396-pa","title":"Hydrocarbon Oxidation Catalyzed by Mn-Rich Hydrothermal Fluids: A Case Study of Solid Bitumen in Ordos Basin, Northwest China","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Hydrothermal circulation; Asphalt; Structural basin; Hydrocarbon; Geology; China; Catalysis; Geochemistry; Hydrocarbon exploration; Chemical engineering; Materials science; Chemistry; Organic chemistry; Paleontology; Geography; Engineering; Archaeology; Composite material","score_opus":0.006572016174793945,"score_gpt":0.24156044000295732,"score_spread":0.23498842382816337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411690160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99962854,0.00007021187,0.00007453231,0.000010264022,6.984516e-7,0.000005416348,0.000031057574,0.0000013858744,0.0001779476],"genre_scores_gemma":[0.9993082,0.00012499931,0.00022657882,0.000005951271,0.0000015172027,0.0000018465668,0.000045629997,0.0000012807393,0.0002838855],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.999863,0.00001302781,0.000012170267,0.00003004464,0.00004737692,0.000034358618],"domain_scores_gemma":[0.9999032,0.000015883987,0.000021289121,0.000007707218,0.00002811172,0.000023718361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019398311,0.00035482412,0.00027018302,0.0012430991,0.0010500296,0.00053985155,0.00042395812,0.0003766632,0.00024962088],"category_scores_gemma":[0.00015608115,0.0001448755,0.00019151547,0.0011453719,0.000636675,0.00029100638,0.0005856058,0.00015114798,0.000044622015],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026454448,0.00016939001,0.8590928,0.0002735364,0.00008443342,0.03260926,0.005786799,0.0024878297,0.08049267,0.0004438397,0.00014805814,0.018146805],"study_design_scores_gemma":[0.000022264525,0.00029723285,0.92917985,0.000045045115,0.00009919453,0.0059459643,0.015094118,0.008306569,0.03751001,0.00040734265,0.003048062,0.000044284967],"about_ca_topic_score_codex":0.07540712,"about_ca_topic_score_gemma":0.1411134,"teacher_disagreement_score":0.07540712,"about_ca_system_score_codex":0.0011635814,"about_ca_system_score_gemma":0.00080149755,"threshold_uncertainty_score":0.14993638},"labels":[],"label_agreement":null},{"id":"W4412203634","doi":"10.2118/228395-pa","title":"A Modified Trust-Region-Based Algorithm for Robust Four-Phase Equilibrium Calculations","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Crystallization and Solubility Studies","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Algorithm; Phase (matter); Computer science; Phase equilibrium; Mathematical optimization; Mathematics; Physics","score_opus":0.06635064634753451,"score_gpt":0.3318361340752674,"score_spread":0.2654854877277329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412203634","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006875507,0.00004080913,0.9917486,0.000047034893,0.000016998914,0.000046808647,0.00001837674,0.00049529475,0.00071071286],"genre_scores_gemma":[0.19753972,0.00006070218,0.79965365,0.00006594667,0.000017777866,0.00031633105,0.00011294292,0.0004317019,0.0018012463],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928695,0.0002697403,0.00005153659,0.000103589395,0.0002166678,0.00007152268],"domain_scores_gemma":[0.997247,0.0014224332,0.0002063915,0.00026261853,0.00074925803,0.00011227959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020820263,0.0007819955,0.0009823448,0.00052443537,0.0005246819,0.0007456235,0.0024012807,0.0013285569,0.0036811105],"category_scores_gemma":[0.0060968916,0.0006099618,0.0008114486,0.00043632276,0.00073662295,0.0010388967,0.001221218,0.0013499246,0.0010104178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016671761,0.000056123703,0.00052343064,0.000102578895,0.000044090248,0.0001229669,0.00009112817,0.9349052,0.006531564,0.011922528,0.0011853982,0.044348206],"study_design_scores_gemma":[0.000006203433,0.0000066895145,0.000011667522,0.0000016840236,0.0000015341766,0.000004729659,0.0000021581016,0.99874413,0.00057224894,0.0004562845,0.00019024959,0.0000024357414],"about_ca_topic_score_codex":0.0060345693,"about_ca_topic_score_gemma":0.0033798409,"teacher_disagreement_score":0.0060345693,"about_ca_system_score_codex":0.0007871553,"about_ca_system_score_gemma":0.0017696662,"threshold_uncertainty_score":0.012314558},"labels":[],"label_agreement":null},{"id":"W4412452784","doi":"10.2118/223984-pa","title":"Using Visual Aids to Clarify the Matrix-Fracture Fluid Interaction in Enhanced Unconventional Oil Recovery With Chemical Additives","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Fracture (geology); Matrix (chemical analysis); Petroleum engineering; Geology; Materials science; Geotechnical engineering; Composite material","score_opus":0.007849632884628248,"score_gpt":0.2955125661326622,"score_spread":0.28766293324803394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412452784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84740484,0.0009722346,0.12536515,0.00087986194,0.00018789076,0.00029941963,0.0025160084,0.012535385,0.009839239],"genre_scores_gemma":[0.7898515,0.00075392367,0.19933441,0.00026254784,0.00003436533,0.0005130777,0.0009417671,0.00079927465,0.007509168],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998839,0.000018301243,0.000011583637,0.000020893003,0.000036661928,0.000028636876],"domain_scores_gemma":[0.99923575,0.00042179803,0.0000895539,0.000056820383,0.0001234601,0.00007262989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006177471,0.00058863906,0.00021443643,0.0010100146,0.0002437938,0.00055197784,0.00056384515,0.0005893821,0.009978764],"category_scores_gemma":[0.00086650345,0.00022415677,0.00024112265,0.00030072784,0.00023633154,0.00072977314,0.0006748507,0.00076789624,0.00060387945],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009764581,0.00030861382,0.002061797,0.0007574135,0.000025111849,0.0008154833,0.00081153825,0.0044495417,0.9381275,0.0022495869,0.0032032714,0.04621367],"study_design_scores_gemma":[0.00014240964,0.00039462114,0.012461395,0.0001705731,0.000049476967,0.00052630325,0.00053718855,0.10368697,0.8629325,0.0011685337,0.017794808,0.00013532257],"about_ca_topic_score_codex":0.0014286267,"about_ca_topic_score_gemma":0.0016997545,"teacher_disagreement_score":0.009978764,"about_ca_system_score_codex":0.00032964037,"about_ca_system_score_gemma":0.00042652772,"threshold_uncertainty_score":0.033382297},"labels":[],"label_agreement":null},{"id":"W4412526264","doi":"10.2118/219354-pa","title":"Viscosity Modeling of Solvent-Water-Heavy Oil/Bitumen Systems under Reservoir Conditions with an Equation of State (EOS)–Based Framework","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Asphalt; Equation of state; Viscosity; Petroleum engineering; Solvent; Thermodynamics; Environmental science; Chemistry; Materials science; Geology; Organic chemistry; Physics; Composite material","score_opus":0.026298304959562438,"score_gpt":0.2890513276908501,"score_spread":0.2627530227312877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412526264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5239684,0.0010520121,0.46524212,0.00030221298,0.00009603561,0.00011005152,0.0002889483,0.00037734676,0.008562819],"genre_scores_gemma":[0.9746386,0.0005121752,0.02221222,0.00004214893,0.000020953592,0.00010602395,0.00017118818,0.00004845902,0.002248242],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999882,0.00002110494,0.000011101568,0.000019306697,0.000046781086,0.000019778194],"domain_scores_gemma":[0.99989593,0.000033989774,0.00002247982,0.000013799725,0.00002697545,0.0000068161576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030707777,0.0003588293,0.00044678128,0.00034112346,0.00019793832,0.00044830018,0.00071467407,0.00047967225,0.0007009619],"category_scores_gemma":[0.00047825946,0.00025852575,0.0005902385,0.00021785994,0.00042751408,0.00094871124,0.00046002798,0.00055757817,0.00017523923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006096676,0.000056689132,0.0015345763,0.000113454786,0.00002839734,0.00017544592,0.000078423494,0.8919858,0.07678531,0.01938871,0.00022118664,0.0095710335],"study_design_scores_gemma":[0.0000016639727,0.0000057749785,0.000078863006,0.0000015842527,0.0000019710535,0.0000034677425,0.0000023787509,0.9970114,0.0023354762,0.00037280808,0.00018173373,0.000002947085],"about_ca_topic_score_codex":0.0025320554,"about_ca_topic_score_gemma":0.0013062491,"teacher_disagreement_score":0.0025320554,"about_ca_system_score_codex":0.0004660362,"about_ca_system_score_gemma":0.0005318812,"threshold_uncertainty_score":0.0050346255},"labels":[],"label_agreement":null},{"id":"W4412526272","doi":"10.2118/228411-pa","title":"A Hybrid Modeling Method Enables Real-Time Prediction of Hydraulic Fracturing Wellhead Pressure","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Wellhead; Hydraulic fracturing; Petroleum engineering; Geology; Geotechnical engineering","score_opus":0.007402092406290575,"score_gpt":0.23719020114849168,"score_spread":0.2297881087422011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412526272","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10578298,0.00013604945,0.88837445,0.00014450106,0.00005254185,0.000034670793,0.00019193589,0.002739541,0.0025433495],"genre_scores_gemma":[0.9137332,0.00007887011,0.08404609,0.00003752135,0.000016123271,0.00008113373,0.00021436828,0.00007113175,0.0017216987],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998209,0.000024540548,0.000013381446,0.000053733893,0.00006938612,0.000018132136],"domain_scores_gemma":[0.9997209,0.00009319692,0.000036074234,0.000040065952,0.000097872704,0.000011869457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033362082,0.0006303227,0.00046141932,0.00040969008,0.0002565919,0.00057536416,0.0006372981,0.0006289692,0.001237842],"category_scores_gemma":[0.00062468037,0.00036331566,0.00061921333,0.00028891038,0.00022384645,0.00058085826,0.0005426337,0.00061199005,0.00027246823],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052893058,0.000059450438,0.0022026075,0.000043696557,0.000035301036,0.00007149759,0.000046135992,0.908519,0.020253329,0.0012123373,0.0007489757,0.06675472],"study_design_scores_gemma":[0.0000012648821,0.0000050919753,0.000117029005,8.430601e-7,0.000002037333,0.0000034644797,0.0000017547957,0.99876815,0.0008570272,0.00009031277,0.00014969437,0.0000032717467],"about_ca_topic_score_codex":0.008628212,"about_ca_topic_score_gemma":0.0073015504,"teacher_disagreement_score":0.008628212,"about_ca_system_score_codex":0.00032672597,"about_ca_system_score_gemma":0.000738979,"threshold_uncertainty_score":0.017156005},"labels":[],"label_agreement":null},{"id":"W4412789686","doi":"10.2118/228414-pa","title":"A New Workflow of Drilling Anomaly Detection Based on Prior Knowledge and Unsupervised Learning","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Workflow; Anomaly detection; Drilling; Petroleum engineering; Computer science; Geology; Unsupervised learning; Data mining; Artificial intelligence; Engineering; Database","score_opus":0.004299099883657075,"score_gpt":0.19743605856413016,"score_spread":0.1931369586804731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412789686","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005232036,0.000019183775,0.99132395,0.00007730066,0.000011573793,0.000043030122,0.00006210708,0.0026264873,0.00060424296],"genre_scores_gemma":[0.16811477,0.000065258086,0.82876563,0.000095196025,0.000027128017,0.00014292906,0.0004642872,0.00033499542,0.0019898738],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983658,0.0002248614,0.000118668126,0.0005895289,0.0006068048,0.00009432506],"domain_scores_gemma":[0.9968219,0.0008276207,0.0002428222,0.0008747533,0.0010918026,0.00014112795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016487301,0.0008686358,0.0007768187,0.0017085911,0.0007767558,0.0014482512,0.0022908563,0.0009352245,0.0022725717],"category_scores_gemma":[0.0045703445,0.0007439655,0.0010819456,0.0010102316,0.0010559276,0.0017003679,0.0019008822,0.0018356703,0.0011889095],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023651449,0.00024175087,0.0050414624,0.00016811959,0.000110753994,0.00034245165,0.00053535076,0.23239625,0.040697403,0.029119713,0.0057431627,0.685367],"study_design_scores_gemma":[0.000009737999,0.000025679024,0.00059911003,0.000010233403,0.000012868633,0.00006793777,0.00003135907,0.9666667,0.014406051,0.01477895,0.003365838,0.000025626377],"about_ca_topic_score_codex":0.007427308,"about_ca_topic_score_gemma":0.005549014,"teacher_disagreement_score":0.007427308,"about_ca_system_score_codex":0.00081989804,"about_ca_system_score_gemma":0.0022234726,"threshold_uncertainty_score":0.014768124},"labels":[],"label_agreement":null},{"id":"W4412942224","doi":"10.2118/223997-pa","title":"A Data Mining Approach to Assess Field Scale CO2 Enhanced Oil Recovery and Sequestration Performance Correlated to Geological and Reservoir Characteristics","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Enhanced oil recovery; Geology; Petroleum engineering; Carbon sequestration; Scale (ratio); Oil field; Field (mathematics); Environmental science; Mining engineering; Carbon dioxide; Geography; Cartography","score_opus":0.049259577645190344,"score_gpt":0.30213338294637415,"score_spread":0.2528738053011838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412942224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7197845,0.0002801355,0.26545566,0.0005103291,0.000031153602,0.0005963373,0.009459421,0.0018556493,0.0020268247],"genre_scores_gemma":[0.75598323,0.000108562155,0.2366239,0.000056159002,0.000017061631,0.00039577507,0.006382575,0.00003591123,0.00039676935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897707,0.00020812763,0.0001954179,0.00028367047,0.00026320838,0.0000725683],"domain_scores_gemma":[0.99666435,0.0014659121,0.000646249,0.00027442985,0.00084813574,0.00010105016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020394304,0.0006361557,0.0006581132,0.0057572653,0.0005436753,0.0011711785,0.0008948633,0.00047603485,0.0004793162],"category_scores_gemma":[0.004981182,0.0003270666,0.0011266249,0.0036320102,0.00038190433,0.00054937624,0.00072677457,0.000520925,0.00023161682],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050099613,0.0012081463,0.4592958,0.00054087327,0.00081407453,0.0011334288,0.0007477474,0.19373949,0.03418957,0.0045748856,0.004270733,0.29898435],"study_design_scores_gemma":[0.000024825635,0.00020866013,0.06649568,0.000045839915,0.00010626565,0.00030348636,0.00065545685,0.9119201,0.0141926445,0.003103221,0.0028995697,0.0000443009],"about_ca_topic_score_codex":0.00873038,"about_ca_topic_score_gemma":0.011427832,"teacher_disagreement_score":0.00873038,"about_ca_system_score_codex":0.0009063852,"about_ca_system_score_gemma":0.0015455289,"threshold_uncertainty_score":0.017359138},"labels":[],"label_agreement":null},{"id":"W4413787648","doi":"10.2118/230282-pa","title":"Pre-CO2 and CO2 Well-Test Analysis for Evaluating the Effects of Pressure and Adsorption on Permeability of Deep Coals Targeted for CO2 Sequestration","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cenovus Energy (Canada); University of Calgary","funders":"","keywords":"Carbon sequestration; Permeability (electromagnetism); Petroleum engineering; Environmental science; Adsorption; Carbon dioxide; Geology; Chemistry","score_opus":0.01381054904417042,"score_gpt":0.27760977027320854,"score_spread":0.26379922122903815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413787648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946897,0.00011508104,0.0038149243,0.000015441316,0.000010830558,0.000101910075,0.00030922156,0.0001230551,0.0008198859],"genre_scores_gemma":[0.99453837,0.00009487606,0.0038112602,0.000020952766,0.0000028292523,0.000067910085,0.00026607074,0.00001967058,0.0011780168],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926907,0.00005418065,0.000045332574,0.000064219246,0.00048139822,0.000085814216],"domain_scores_gemma":[0.9988206,0.00026992802,0.00018482709,0.00007562782,0.000548135,0.000100855876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006606174,0.00047343783,0.00042952425,0.0010137782,0.0005115362,0.0004034731,0.00056344626,0.00041362373,0.0015581013],"category_scores_gemma":[0.00088826695,0.0001916415,0.00038095453,0.00055948447,0.00034969638,0.00044854407,0.00032364437,0.0003962419,0.00024229128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006098219,0.0003795478,0.01591814,0.00008005456,0.000016118769,0.00010973554,0.00014153459,0.0014851907,0.9714173,0.000057381592,0.00012780768,0.009657346],"study_design_scores_gemma":[0.000012824878,0.002125355,0.06631231,0.000007752273,0.000022630531,0.000082905215,0.00027881368,0.0067727277,0.9235024,0.00004144891,0.0008117292,0.000029113822],"about_ca_topic_score_codex":0.00954262,"about_ca_topic_score_gemma":0.02845909,"teacher_disagreement_score":0.00954262,"about_ca_system_score_codex":0.00072700036,"about_ca_system_score_gemma":0.0005665632,"threshold_uncertainty_score":0.018974125},"labels":[],"label_agreement":null},{"id":"W4413910938","doi":"10.2118/220790-pa","title":"Spatial-Temporal Graph-Level Feature Embedding for Shale Gas Production Forecasting with Well Interference","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Shale gas; Embedding; Feature (linguistics); Petroleum engineering; Interference (communication); Production (economics); Computer science; Graph; Environmental science; Oil shale; Geology; Artificial intelligence; Theoretical computer science; Telecommunications; Economics; Paleontology","score_opus":0.015872538219181165,"score_gpt":0.2292974934752599,"score_spread":0.21342495525607874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413910938","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22086057,0.0015279085,0.7700284,0.000554298,0.00014232,0.00003578383,0.0014612409,0.0030959735,0.0022935157],"genre_scores_gemma":[0.94803727,0.00037532728,0.04737558,0.000103733975,0.000040520503,0.000036507554,0.0019368419,0.00009770589,0.0019964855],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998642,0.000023316508,0.000007816423,0.00005143385,0.00002863596,0.000024559267],"domain_scores_gemma":[0.9996791,0.00014351361,0.000046187994,0.00004456095,0.00006858287,0.00001803491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025958978,0.00080912997,0.00047821132,0.00053905736,0.0001544152,0.000401808,0.00079360395,0.00057737203,0.0008892293],"category_scores_gemma":[0.001225446,0.00031648425,0.0006941748,0.00072087755,0.00027439292,0.0010860323,0.00048440817,0.000906729,0.00028443712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000831087,0.000051758427,0.002825017,0.000045066947,0.00005350281,0.00007785823,0.00003724061,0.90610385,0.0029456927,0.0021946968,0.0020264466,0.08355573],"study_design_scores_gemma":[0.000001332203,0.000004589498,0.0001962072,0.0000013604919,0.0000028162717,0.0000045716483,0.0000030080353,0.99848914,0.00030498218,0.00085104175,0.00013873384,0.000002191383],"about_ca_topic_score_codex":0.014953034,"about_ca_topic_score_gemma":0.017544543,"teacher_disagreement_score":0.014953034,"about_ca_system_score_codex":0.0005640975,"about_ca_system_score_gemma":0.00058530946,"threshold_uncertainty_score":0.029732049},"labels":[],"label_agreement":null},{"id":"W4414111974","doi":"10.2118/230307-pa","title":"Investigation of Novel Modified Nanoparticle-Enhanced Viscoelastic Surfactant Clean Fracturing Fluid System for Improving Oil Recovery in Low-Permeability Reservoirs","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Imbibition; Rheology; Shearing (physics); Viscoelasticity; Enhanced oil recovery; Pulmonary surfactant; Viscosity; Adsorption","score_opus":0.013985276550590238,"score_gpt":0.23640946018654924,"score_spread":0.222424183635959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414111974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99206686,0.0006934257,0.006620271,0.000045379853,0.000015886042,0.000028442113,0.000055732646,0.00007522246,0.00039878042],"genre_scores_gemma":[0.9919342,0.00035399117,0.0069787884,0.000024338404,0.000006123306,0.0000318483,0.00007572701,0.000013309993,0.00058166607],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992096,0.000010277244,0.000007888331,0.000015681077,0.000027850549,0.000017341466],"domain_scores_gemma":[0.9999174,0.000016723094,0.000026015856,0.000005137626,0.000021534976,0.000013194042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016330689,0.00026514154,0.00019225116,0.00018037765,0.00010330396,0.0001855188,0.00022357107,0.00025436826,0.00032079915],"category_scores_gemma":[0.00019182231,0.00010856948,0.00018592007,0.00010151409,0.00013054318,0.00036887333,0.00017448727,0.00022798612,0.00012353809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001426956,0.000007224313,0.00005748566,0.000030212319,0.0000018708507,0.000022542128,0.000007547363,0.00007907204,0.9990822,0.000029342325,0.000011109521,0.00065704266],"study_design_scores_gemma":[0.0000038662847,0.000072022165,0.00022885627,0.0000019586953,0.00000459018,0.000022270928,0.0000074639397,0.002194136,0.997018,0.000007866729,0.00043539453,0.0000034748298],"about_ca_topic_score_codex":0.00033936635,"about_ca_topic_score_gemma":0.0005567579,"teacher_disagreement_score":0.00033936635,"about_ca_system_score_codex":0.00015602773,"about_ca_system_score_gemma":0.00014554607,"threshold_uncertainty_score":0.001132071},"labels":[],"label_agreement":null},{"id":"W4415585758","doi":"10.2118/223667-pa","title":"Investigation of Penetration and Plugging Performance of Cement Blends Used for Squeeze Cementing in Sub-150 µm Gaps","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy; University of Alberta","funders":"","keywords":"Cement; Portland cement; Penetration (warfare); Spark plug; Comminution; Oil well","score_opus":0.010013745837656258,"score_gpt":0.20798511619367022,"score_spread":0.19797137035601395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415585758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989786,0.00021548917,0.0005370706,0.0000081874705,0.0000034676364,0.000008248917,0.000055729462,0.000024482091,0.00016869316],"genre_scores_gemma":[0.9973653,0.00029202047,0.0015633772,0.000012116431,0.0000022722804,0.000011685487,0.00009644086,0.00002098665,0.00063589425],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997601,0.000029745175,0.000021567614,0.000044075037,0.0000993957,0.000045176046],"domain_scores_gemma":[0.999529,0.00013541794,0.0001389435,0.000029616713,0.00011278116,0.000054215372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002856045,0.00041851212,0.0002973452,0.00034439322,0.00012706679,0.00032084534,0.0002076242,0.0002717877,0.00092633365],"category_scores_gemma":[0.00054198294,0.00023403227,0.00026080015,0.00032845396,0.00017023772,0.00045685517,0.0002343529,0.0005050417,0.00018566036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000947884,0.000032053704,0.00071214425,0.000042692256,0.0000063427574,0.00003364091,0.000056753266,0.00011448982,0.9966972,0.000012253673,0.000010572538,0.0021872115],"study_design_scores_gemma":[0.000005836007,0.001165244,0.012517348,0.000009225775,0.000028336335,0.00007662143,0.00011655262,0.0009578374,0.98455507,0.000013558023,0.0005438688,0.000010552979],"about_ca_topic_score_codex":0.0013227768,"about_ca_topic_score_gemma":0.002063366,"teacher_disagreement_score":0.0013227768,"about_ca_system_score_codex":0.00016936699,"about_ca_system_score_gemma":0.00013540027,"threshold_uncertainty_score":0.003098905},"labels":[],"label_agreement":null},{"id":"W4415927149","doi":"10.2118/231163-pa","title":"Identification of Enthalpy Injection Thresholds in Butane-Steam-Assisted Gravity Drainage","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Enthalpy; Steam-assisted gravity drainage; Steam injection; Injection well; Standard enthalpy of reaction; Drainage; Limiting","score_opus":0.005860829450946799,"score_gpt":0.25351471521280927,"score_spread":0.24765388576186248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415927149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963207,0.00011195963,0.002908344,0.000012410583,0.000003493735,0.000014079149,0.000058727717,0.00003561106,0.0005345486],"genre_scores_gemma":[0.999143,0.000031909105,0.0007311098,0.0000022371703,3.2864284e-7,0.0000052746886,0.000031782398,0.0000028638192,0.000051486328],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999869,0.000020920008,0.0000123751115,0.00002262143,0.000041898293,0.00003308607],"domain_scores_gemma":[0.9995915,0.00021320363,0.0000809232,0.000027727117,0.00006232263,0.000024353623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031700157,0.00021317902,0.0002880443,0.00039532108,0.00015722429,0.00041891864,0.00034354886,0.0003008225,0.00060073787],"category_scores_gemma":[0.001031623,0.00017290015,0.0002927051,0.00022974776,0.00035222986,0.00036669231,0.00034940027,0.00022178635,0.00007558543],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013382054,0.00025581088,0.035617646,0.0003482279,0.00005562721,0.0003679609,0.00010275492,0.39552626,0.54666704,0.0012925577,0.00019324577,0.018234687],"study_design_scores_gemma":[0.000042672185,0.00071046274,0.011821749,0.000014573648,0.000031331125,0.00006678213,0.00010217534,0.5390151,0.44711626,0.00043848847,0.0006130088,0.000027304543],"about_ca_topic_score_codex":0.00223772,"about_ca_topic_score_gemma":0.0020924122,"teacher_disagreement_score":0.00223772,"about_ca_system_score_codex":0.0004256664,"about_ca_system_score_gemma":0.0003177565,"threshold_uncertainty_score":0.004449427},"labels":[],"label_agreement":null},{"id":"W4416291040","doi":"10.2118/231403-pa","title":"Sample Quality Evaluation using Reinforcement Learning for Lost Circulation Recognition","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Electrical and Bioimpedance Tomography","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Sample (material); Reinforcement learning; Artificial neural network; Function (biology); Selection (genetic algorithm); Set (abstract data type); Pattern recognition (psychology)","score_opus":0.07468322883120421,"score_gpt":0.33976275723085764,"score_spread":0.26507952839965343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416291040","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23562363,0.0005750376,0.7579933,0.00030320822,0.00013406995,0.00020477136,0.000068529735,0.0030405275,0.0020569041],"genre_scores_gemma":[0.9474632,0.000061816856,0.051091503,0.00010292522,0.000015046372,0.00007855897,0.00008831158,0.00008358589,0.0010149955],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99788266,0.00042503557,0.00016123717,0.00046841876,0.0008751174,0.00018746642],"domain_scores_gemma":[0.9940859,0.0022725884,0.0007017916,0.0006244085,0.0020134326,0.0003019125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035090146,0.0008678995,0.0011059226,0.0006796317,0.00042393323,0.0010767976,0.0015250957,0.0008042434,0.001116009],"category_scores_gemma":[0.01262445,0.00032105955,0.000526844,0.00032606782,0.0009048238,0.0014871873,0.0010397948,0.0011784553,0.0002828489],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001118427,0.00037797724,0.010954755,0.00020806184,0.00012669602,0.00035867383,0.0002856435,0.61155117,0.028090425,0.002787166,0.0023655365,0.34177545],"study_design_scores_gemma":[0.000012988488,0.000110887544,0.00059536455,0.000005839154,0.000011400694,0.0000253357,0.000009380657,0.9931426,0.0054244893,0.0004889854,0.00016159697,0.000011050849],"about_ca_topic_score_codex":0.0060520093,"about_ca_topic_score_gemma":0.0037046103,"teacher_disagreement_score":0.0060520093,"about_ca_system_score_codex":0.0014180426,"about_ca_system_score_gemma":0.0012527299,"threshold_uncertainty_score":0.018557668},"labels":[],"label_agreement":null},{"id":"W7101391598","doi":"10.2118/231172-pa","title":"Imitation-Guided Reinforcement Learning with Adaptive Sampling and Expert Knowledge for Real-Time Well Control Optimization","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Reinforcement learning; Robustness (evolution); Benchmark (surveying); Convergence (economics); Artificial neural network; Process (computing); Adaptive sampling; Sampling (signal processing); Stability (learning theory)","score_opus":0.022789790446001396,"score_gpt":0.3005145443930562,"score_spread":0.2777247539470548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101391598","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059159838,0.0005076352,0.9362572,0.00028323545,0.000058300968,0.000046277855,0.000022646122,0.00070675113,0.0029580607],"genre_scores_gemma":[0.96683586,0.000092214235,0.03181115,0.00008615188,0.00002102701,0.000064764776,0.000027751812,0.000032746593,0.001028316],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996642,0.00010326093,0.000020928832,0.00006895856,0.00008224007,0.000060444934],"domain_scores_gemma":[0.9989322,0.00061028614,0.00013971148,0.00007901976,0.00017229981,0.00006655959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011720167,0.00076252496,0.0009476705,0.00033295387,0.00025147028,0.00064942456,0.0008997387,0.00075731607,0.0011890398],"category_scores_gemma":[0.0026806567,0.000415034,0.00047577653,0.00021926615,0.00079871854,0.00059979194,0.00084964506,0.0011626529,0.00017512831],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003595439,0.000027248123,0.00035817648,0.00002561573,0.00001851151,0.000038469792,0.000021482127,0.98189527,0.0009312137,0.0016511778,0.00023942736,0.014757404],"study_design_scores_gemma":[0.0000035782214,0.000010125544,0.000022038488,0.0000013947256,0.0000018640598,0.0000020677444,0.0000010515898,0.99941087,0.00011594571,0.0003765506,0.00005331532,0.0000012492359],"about_ca_topic_score_codex":0.0060494314,"about_ca_topic_score_gemma":0.0037706548,"teacher_disagreement_score":0.0060494314,"about_ca_system_score_codex":0.0006449912,"about_ca_system_score_gemma":0.0009442344,"threshold_uncertainty_score":0.012028396},"labels":[],"label_agreement":null},{"id":"W7115688900","doi":"10.2118/231439-pa","title":"Experimental Analysis of Dimethyl Ether and Natural Gas Condensate Performance in Expanding Solvent-Steam Assisted Gravity Drainage Process","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Steam-assisted gravity drainage; Natural gas; Dimethyl ether; Asphalt; Fossil fuel; Steam injection; Drainage; Process (computing)","score_opus":0.0075482376629727585,"score_gpt":0.28689422238744183,"score_spread":0.2793459847244691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115688900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976847,0.00025360892,0.0013330196,0.000015648066,0.0000045729776,0.000028585066,0.00018292706,0.000031614207,0.00046539222],"genre_scores_gemma":[0.99369365,0.0005976911,0.004601613,0.000020622596,0.00000758218,0.000051476676,0.00022919,0.00002505937,0.0007731003],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996544,0.00005957106,0.000033178716,0.000064283115,0.00013670273,0.00005196158],"domain_scores_gemma":[0.99976224,0.00007633984,0.00005026352,0.000021904669,0.000072456474,0.000016785796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049895234,0.00033131812,0.0004338744,0.0003444195,0.0003112888,0.00025078646,0.00029531532,0.00029829214,0.001036571],"category_scores_gemma":[0.0005276876,0.00012964912,0.00030001908,0.00053109997,0.0003056763,0.00035736017,0.0003123099,0.00038412874,0.00024291882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019288159,0.000044999964,0.00039923025,0.00012351439,0.00000674467,0.000044906676,0.00005903209,0.00041945442,0.99583673,0.000058907415,0.00002788037,0.0027857332],"study_design_scores_gemma":[0.0000065310605,0.00032619777,0.0009675941,0.000003874296,0.000008152778,0.000022315775,0.000029118499,0.0010093602,0.99719524,0.000010582493,0.00041354567,0.000007441689],"about_ca_topic_score_codex":0.0011029845,"about_ca_topic_score_gemma":0.0017360128,"teacher_disagreement_score":0.0011029845,"about_ca_system_score_codex":0.00026098223,"about_ca_system_score_gemma":0.00021673077,"threshold_uncertainty_score":0.0034677386},"labels":[],"label_agreement":null},{"id":"W7115721917","doi":"10.2118/231424-pa","title":"Theoretical Modeling of Gas Exsolution and Liberation during Foamy-Oil Flow in Porous Media","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petroleum Technology Research Centre; University of Regina","funders":"","keywords":"Porous medium; Flow (mathematics); Non-equilibrium thermodynamics; Porosity; Process (computing); Enhanced oil recovery; Production (economics); Fluid dynamics; Computer simulation; Differential pressure","score_opus":0.004101945463135113,"score_gpt":0.20936289692171922,"score_spread":0.2052609514585841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115721917","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43455112,0.001183743,0.54364914,0.0005211871,0.00008132547,0.00020192713,0.00051432085,0.00054073223,0.018756445],"genre_scores_gemma":[0.9846334,0.0004173661,0.010962699,0.00004543808,0.000018111028,0.0002082543,0.00009983322,0.000033073873,0.0035817802],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998172,0.000028949195,0.000008917137,0.000040976214,0.00006545788,0.000038494287],"domain_scores_gemma":[0.99973994,0.00013558274,0.000041518182,0.000019773723,0.000047712903,0.000015547479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003845563,0.00061621756,0.00044615884,0.0007791485,0.0004694034,0.0005004778,0.0012146992,0.0012637374,0.00089215004],"category_scores_gemma":[0.00090192276,0.00031125557,0.00087132584,0.000369395,0.0010478985,0.0010578401,0.0005308674,0.0004646278,0.00022328881],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006023013,0.00006935601,0.001223996,0.00012324088,0.00001333446,0.00020540824,0.00009535004,0.93399596,0.033870082,0.026221072,0.00020450618,0.003917579],"study_design_scores_gemma":[0.0000027477083,0.000007672042,0.00010637155,0.0000014483425,0.0000015100433,0.000006338166,0.0000042323686,0.99799514,0.0011440377,0.0006515811,0.00007597742,0.0000029357832],"about_ca_topic_score_codex":0.008489103,"about_ca_topic_score_gemma":0.0019801813,"teacher_disagreement_score":0.008489103,"about_ca_system_score_codex":0.0012469657,"about_ca_system_score_gemma":0.0006397966,"threshold_uncertainty_score":0.01687938},"labels":[],"label_agreement":null},{"id":"W7117004083","doi":"10.2118/231443-pa","title":"Temperature- and Pressure-Dependent Methane and Carbon Dioxide Adsorption on Coal: Insights for Carbon Storage in Deep Coal Seam","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Cenovus Energy (Canada)","funders":"","keywords":"Enhanced coal bed methane recovery; Methane; Adsorption; Supercritical fluid; Carbon dioxide; Sorption; Coal mining; Coal","score_opus":0.008465806351332539,"score_gpt":0.21943562468067682,"score_spread":0.21096981832934428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117004083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954619,0.00095329026,0.0021330297,0.00010916785,0.000011407926,0.00000770403,0.00017833871,0.000041206727,0.0011039125],"genre_scores_gemma":[0.99840873,0.0003859684,0.0007773812,0.000017386643,0.000003898845,0.000004673883,0.00008101521,0.000006131469,0.0003147508],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992144,0.000005761524,0.0000034637433,0.00001326194,0.00003773445,0.000018254326],"domain_scores_gemma":[0.9999548,0.000012903274,0.000008530895,0.0000046719106,0.000014550286,0.000004426728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015301413,0.0002270624,0.00021728301,0.00027120503,0.0002122058,0.0002296906,0.00023525019,0.0002908247,0.001094814],"category_scores_gemma":[0.00012559509,0.00012083708,0.00022115413,0.00022668323,0.0002439954,0.000441498,0.00021285792,0.00028672887,0.00014840058],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008550035,0.000030878502,0.0039965776,0.00020836342,0.000012763976,0.0001237405,0.00007369431,0.0016214667,0.9884836,0.00041658242,0.00012600153,0.0048208153],"study_design_scores_gemma":[0.000006821928,0.00018271746,0.035136767,0.000028018278,0.00002346605,0.00020372236,0.00050507364,0.039958097,0.92053026,0.0007179211,0.0026712317,0.000035965102],"about_ca_topic_score_codex":0.0022905162,"about_ca_topic_score_gemma":0.0032985527,"teacher_disagreement_score":0.0022905162,"about_ca_system_score_codex":0.00024174947,"about_ca_system_score_gemma":0.00019324376,"threshold_uncertainty_score":0.0045543313},"labels":[],"label_agreement":null}]}