{"meta":{"query_hash":"f66861396c6e","filters":{"venue":"International Petroleum Technology Conference"},"cohort_total":188,"direct_labels_cover":0,"predictions_cover":188,"exported":188,"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/f66861396c6e","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Petroleum+Technology+Conference"},"results":[{"id":"W1964219419","doi":"10.2523/iptc-10549-ms","title":"New Multiple-Interval Fracture-Stimulation Technique Without Packers","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":12,"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":"Interval (graph theory); Stimulation; Computer science; Fracture (geology); Well stimulation; Geology; Neuroscience; Mathematics; Psychology; Geotechnical engineering; Reservoir engineering; Paleontology","score_opus":0.009267560293324621,"score_gpt":0.2541289593923322,"score_spread":0.2448613990990076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964219419","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":[0.30503425,0.0032441036,0.68260205,0.00050940627,0.0005207917,0.0005813199,0.0001141189,0.0015606313,0.005833364],"genre_scores_gemma":[0.6551429,0.0010159129,0.33533004,0.00033534065,0.00014256495,0.00021343099,0.00011875781,0.000104056264,0.0075969053],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944466,0.00005883746,0.000061789986,0.00013669726,0.00024346342,0.00005454903],"domain_scores_gemma":[0.9995596,0.00016419409,0.00007778713,0.000102538696,0.000051051622,0.000044824643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005410003,0.00036913296,0.00037047046,0.0005658635,0.00037141872,0.00038559758,0.0008231598,0.00083471206,0.0023529162],"category_scores_gemma":[0.0006349942,0.00044722206,0.00069743395,0.0002396046,0.00044235616,0.0011642954,0.0008851835,0.001207789,0.00080031535],"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":[0.00035202364,0.00017591355,0.0016150542,0.00048730292,0.000047591446,0.0014996179,0.000237749,0.0012722298,0.81687826,0.0010896103,0.0012515356,0.17509305],"study_design_scores_gemma":[0.00028465706,0.0056814803,0.020571154,0.00016319577,0.00027302146,0.039704714,0.00023432987,0.03148663,0.84103084,0.0016584973,0.058660224,0.00025127726],"about_ca_topic_score_codex":0.00023926173,"about_ca_topic_score_gemma":0.00064122817,"teacher_disagreement_score":0.0023529162,"about_ca_system_score_codex":0.00018915368,"about_ca_system_score_gemma":0.00037698777,"threshold_uncertainty_score":0.00787133},"labels":[],"label_agreement":null},{"id":"W1964856177","doi":"10.2523/iptc-12833-ms","title":"Feasibility Study of the Cyclic VAPEX Process for Low-Permeable Carbonate Systems","year":2008,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","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; Solvent; Enhanced oil recovery; Petroleum; Viscous fingering; Viscosity; Carbonate; Oil reserves; Environmental science; Extraction (chemistry); Process (computing); Materials science; Process engineering; Chemistry; Computer science; Geology; Chromatography; Engineering; Composite material; Porosity; Organic chemistry; Porous medium","score_opus":0.04109150420364318,"score_gpt":0.2991343292004153,"score_spread":0.25804282499677217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964856177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852378,0.00064353057,0.011224657,0.000117529824,0.000028709534,0.00013818742,0.00010378194,0.0000780703,0.0024277742],"genre_scores_gemma":[0.9918595,0.00030385502,0.006795931,0.000010417495,0.0000051361353,0.00003243532,0.00004937567,0.0000068577056,0.0009365376],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998411,0.000017842178,0.0000069118087,0.000029635623,0.00007856078,0.000025992395],"domain_scores_gemma":[0.9998591,0.000039940285,0.000022637738,0.000014710695,0.000050150837,0.000013367951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028599962,0.00021755644,0.00022749972,0.00019252833,0.000299441,0.00044774546,0.00045853664,0.00042383568,0.0012948193],"category_scores_gemma":[0.00042065763,0.00012403964,0.0004101459,0.00017983653,0.00022551586,0.0004882558,0.00028654028,0.00033071724,0.0001944342],"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":[0.00025836067,0.000129554,0.0010596869,0.00031707375,0.000008807545,0.00022613241,0.00006349075,0.0029472194,0.9810683,0.00049242744,0.00013074666,0.013298217],"study_design_scores_gemma":[0.00003368255,0.0017327038,0.0024840508,0.000013127394,0.000020791827,0.00016435483,0.00008637506,0.034692813,0.95689505,0.000090668815,0.0037680229,0.000018393295],"about_ca_topic_score_codex":0.0038170407,"about_ca_topic_score_gemma":0.0032526336,"teacher_disagreement_score":0.0038170407,"about_ca_system_score_codex":0.00050939946,"about_ca_system_score_gemma":0.0005160056,"threshold_uncertainty_score":0.0075896382},"labels":[],"label_agreement":null},{"id":"W1967513894","doi":"10.2523/iptc-17684-ms","title":"Managing Risk in a Thermal Oil Sands Development Project Through Appropriate Technical and Well Operating Design","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":true,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Casing; Lead (geology); Resource (disambiguation); Petroleum engineering; Environmental science; Asphalt; Engineering; Risk analysis (engineering); Computer science; Geology; Business","score_opus":0.011808986300691219,"score_gpt":0.22033565485222167,"score_spread":0.20852666855153046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967513894","genre_codex":"empirical","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":[0.8975877,0.00013312006,0.05883236,0.0017075457,0.000038738486,0.0019107223,0.00019750965,0.00087031606,0.03872199],"genre_scores_gemma":[0.90025455,0.00015339626,0.085029826,0.00010521908,0.0000048638103,0.00048355703,0.00016785972,0.00009744529,0.013703298],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970247,0.00091269147,0.0001153106,0.00018334694,0.0013452786,0.0004186512],"domain_scores_gemma":[0.9965293,0.0005350617,0.0003691952,0.00020256928,0.0015046882,0.00085918343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004322748,0.0006132313,0.00022992767,0.0012723628,0.0022041562,0.0030862323,0.0014931252,0.000710007,0.002905174],"category_scores_gemma":[0.0047783777,0.0003876385,0.0002279796,0.00049242005,0.00078963494,0.00096328487,0.002009141,0.0006920789,0.00052559585],"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":[0.0014525318,0.0060920017,0.14394681,0.0005286406,0.00008279497,0.0031823497,0.010668131,0.15547064,0.092990845,0.019148467,0.011562693,0.5548741],"study_design_scores_gemma":[0.0005048531,0.015160232,0.20643887,0.00077009574,0.00037651943,0.001815568,0.067347154,0.33934942,0.14285302,0.023163812,0.20159474,0.000625685],"about_ca_topic_score_codex":0.023725286,"about_ca_topic_score_gemma":0.06774379,"teacher_disagreement_score":0.023725286,"about_ca_system_score_codex":0.0055138483,"about_ca_system_score_gemma":0.01395951,"threshold_uncertainty_score":0.047174335},"labels":[],"label_agreement":null},{"id":"W1968280852","doi":"10.2523/iptc-13164-ms","title":"Three Dimensional Numerical Analysis of Fluid Flow through Fractured Rock Core Using X-Ray Computed Tomography","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Petro-Canada","funders":"","keywords":"Fracture (geology); Aperture (computer memory); Materials science; Calibration; Flow (mathematics); Tomography; Calibration curve; Fluid dynamics; Mechanics; Geology; Composite material; Optics; Mathematics; Physics; Acoustics","score_opus":0.014789223745990832,"score_gpt":0.2493915039079505,"score_spread":0.23460228016195966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968280852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91858006,0.00012752428,0.07923329,0.00007992474,0.000016069826,0.000057033958,0.0001760718,0.00030746355,0.0014225603],"genre_scores_gemma":[0.96935624,0.000066478606,0.029905975,0.000011752762,0.0000025513225,0.000038197668,0.00009108047,0.0000146340535,0.00051314477],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989045,0.000013624995,0.000008928657,0.000020940777,0.000052922216,0.000013117557],"domain_scores_gemma":[0.99980205,0.00007754355,0.00002989516,0.000021344926,0.000054290518,0.000014792588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022748779,0.00030256467,0.00026780253,0.0006789588,0.0003244541,0.0004351825,0.0003508317,0.00046175462,0.00068024825],"category_scores_gemma":[0.00047033658,0.00020761846,0.0002908799,0.0004249417,0.000537377,0.00028696406,0.00020572887,0.00019336227,0.000076633],"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":[0.00012241893,0.0000882495,0.0085095735,0.00009275807,0.000026116473,0.00028202863,0.00012922633,0.8357018,0.14328153,0.0020599216,0.000121184414,0.00958516],"study_design_scores_gemma":[0.000005236303,0.000018685178,0.0018965252,0.000002792333,0.000002643203,0.00002344272,0.000013754112,0.98927593,0.008525821,0.00012977594,0.00009764988,0.000007755601],"about_ca_topic_score_codex":0.0038636297,"about_ca_topic_score_gemma":0.002428055,"teacher_disagreement_score":0.0038636297,"about_ca_system_score_codex":0.0005841901,"about_ca_system_score_gemma":0.0004384155,"threshold_uncertainty_score":0.007682264},"labels":[],"label_agreement":null},{"id":"W1969784830","doi":"10.2523/iptc-13650-ms","title":"Prediction of Asphaltene Stability for Live Oils and Chemical Selection to Mitigate Deposition and Fouling","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"ConocoPhillips (Canada)","funders":"","keywords":"Asphaltene; Solubility; Fouling; Precipitation; Petroleum engineering; Diluent; Chemical engineering; Petroleum; Hildebrand solubility parameter; Materials science; Chemistry; Environmental science; Thermodynamics; Organic chemistry; Geology","score_opus":0.017221951232581106,"score_gpt":0.25186878999963236,"score_spread":0.23464683876705125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969784830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9433971,0.00023529463,0.054876626,0.00008761048,0.000012947145,0.00003724795,0.00023393963,0.00025349605,0.0008656127],"genre_scores_gemma":[0.9924638,0.00006224702,0.0065848245,0.0000063379675,0.0000032883513,0.000017538334,0.00010253398,0.000013149831,0.0007462217],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999175,0.000013710008,0.0000044406725,0.000023519804,0.000021818789,0.000019049172],"domain_scores_gemma":[0.9996024,0.00021862489,0.00006560353,0.00001486221,0.000057285946,0.000041180065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003407711,0.00069694896,0.00042204995,0.00045375715,0.00018641267,0.0005586966,0.0004289561,0.0009351929,0.0007597904],"category_scores_gemma":[0.00073317834,0.0002773992,0.0005323856,0.00020136844,0.00017831703,0.00042427913,0.00028200154,0.00039753926,0.0002567701],"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":[0.00008366943,0.00008453106,0.004979275,0.000031826585,0.000013788279,0.000030608404,0.0000065415074,0.9713623,0.01600017,0.000113201706,0.00007584986,0.007218265],"study_design_scores_gemma":[0.000003113776,0.00006189156,0.000904026,0.0000014800785,0.000003458377,0.0000037465365,0.0000032747846,0.9940912,0.0048250644,0.000056437024,0.00004312568,0.0000031062132],"about_ca_topic_score_codex":0.0076539717,"about_ca_topic_score_gemma":0.005589705,"teacher_disagreement_score":0.0076539717,"about_ca_system_score_codex":0.00063421397,"about_ca_system_score_gemma":0.0006126705,"threshold_uncertainty_score":0.015218854},"labels":[],"label_agreement":null},{"id":"W1971781002","doi":"10.2523/iptc-13891-ms","title":"Observation of the heavy crude oil dissolution behavior under supercritical condition of water","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Subcritical and Supercritical Water Processes","field":"Engineering","cited_by":10,"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":"Supercritical fluid; Autoclave; Dissolution; Asphalt; Alkali metal; Boiling point; Cracking; Chemistry; Chemical engineering; Materials science; Phase (matter); Organic chemistry; Composite material","score_opus":0.017181305008885824,"score_gpt":0.24873790306648927,"score_spread":0.23155659805760345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971781002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952975,0.000330083,0.003116743,0.000024793959,0.000007643835,0.000015272028,0.00028661784,0.00004557855,0.0008758429],"genre_scores_gemma":[0.9976247,0.00018511618,0.0011202028,0.000009218456,0.000002156427,0.0000134173815,0.000147497,0.000013293683,0.00088435435],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998479,0.000011250335,0.000008799502,0.000024818775,0.00007009165,0.000037170306],"domain_scores_gemma":[0.9998165,0.00004758187,0.00004562387,0.000016491596,0.00005275726,0.000021026715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011634724,0.0003011459,0.0001941913,0.00037487713,0.0002273152,0.00018085679,0.00020731323,0.0001961776,0.0010607197],"category_scores_gemma":[0.0002244553,0.00013653848,0.00024204052,0.00028831797,0.00024926246,0.0002485761,0.00016846809,0.00045824473,0.0002062993],"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":[0.00004916043,0.0000056448316,0.00042499267,0.000020877946,0.000003386581,0.000028454777,0.000037957383,0.00005178663,0.9986926,0.000025056781,0.00000951598,0.0006506268],"study_design_scores_gemma":[0.0000011377055,0.000042454445,0.0014452584,0.0000012899048,0.0000033051872,0.000017692682,0.000019759971,0.00048377618,0.9978429,0.0000070253177,0.00013293084,0.0000022736504],"about_ca_topic_score_codex":0.0043739043,"about_ca_topic_score_gemma":0.0036576944,"teacher_disagreement_score":0.0043739043,"about_ca_system_score_codex":0.00025633175,"about_ca_system_score_gemma":0.0001862977,"threshold_uncertainty_score":0.008696914},"labels":[],"label_agreement":null},{"id":"W1972221313","doi":"10.2523/iptc-18113-ms","title":"Unconventionals Meets Deepwater; Lower Completion Limited Entry Liner with Retrievable Ball Drop Diversion System applied in a Deepwater Brazil Carbonate Field","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"Completion (oil and gas wells); Petroleum engineering; Geology; Carbonate; Gemology; Drop (telecommunication); Deepwater drilling; Geotechnical engineering; Drilling; Engineering; Volcanism; Mechanical engineering; Engineering geology; Materials science","score_opus":0.007072840740942358,"score_gpt":0.21673763307184646,"score_spread":0.2096647923309041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972221313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879736,0.00010124852,0.009288776,0.000051634135,0.000020351168,0.0001478864,0.00011413855,0.00029972583,0.0020025303],"genre_scores_gemma":[0.9908694,0.000054811037,0.006215692,0.000018928897,0.000002631675,0.00003230639,0.000054363438,0.000023562065,0.002728336],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975353,0.00001848818,0.0000130602675,0.000047545218,0.00012281998,0.000044481134],"domain_scores_gemma":[0.9997693,0.000024740071,0.000044140936,0.000026030464,0.00007871306,0.000057158908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028157435,0.00035499924,0.00041261734,0.0004223112,0.0004224106,0.000437388,0.00047868976,0.00026606608,0.002144856],"category_scores_gemma":[0.00029040687,0.00015855153,0.00028840537,0.00023030683,0.00031496122,0.0002623436,0.0003929068,0.00030550966,0.00034312808],"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":[0.00064867485,0.0003149451,0.0061745998,0.0002771168,0.000013272777,0.0009911256,0.0004100332,0.006780611,0.93149745,0.00035745333,0.00064422435,0.05189034],"study_design_scores_gemma":[0.00020450355,0.005123698,0.03231977,0.00005877117,0.000059167534,0.00030735208,0.00076409633,0.05232885,0.89515924,0.00021634247,0.013379325,0.000078993435],"about_ca_topic_score_codex":0.010148819,"about_ca_topic_score_gemma":0.019482633,"teacher_disagreement_score":0.010148819,"about_ca_system_score_codex":0.0006272637,"about_ca_system_score_gemma":0.00063080894,"threshold_uncertainty_score":0.02017951},"labels":[],"label_agreement":null},{"id":"W1973656197","doi":"10.2523/iptc-11181-ms","title":"A full-field Simulation Study of the Effect of Foam Injection on Recovery Factor of an Iranian Oil Reservoir","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Petroleum engineering; Enhanced oil recovery; Injection well; Porous medium; Steam injection; Oil in place; Injector; Water injection (oil production); Oil field; Foaming agent; Permeability (electromagnetism); Environmental science; Geology; Porosity; Geotechnical engineering; Petroleum; Engineering; Chemistry","score_opus":0.009985245317071687,"score_gpt":0.27589902518425763,"score_spread":0.26591377986718595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973656197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859978,0.00016209121,0.004087412,0.0002784713,0.000042556076,0.00006086361,0.00076698634,0.00013404463,0.008469775],"genre_scores_gemma":[0.99728906,0.00005096,0.0011988834,0.000020791738,0.000003648477,0.000029612967,0.00023290027,0.000010580138,0.0011635844],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998814,0.000024213792,0.0000056245867,0.000019331777,0.000020654761,0.000048799982],"domain_scores_gemma":[0.9992843,0.00039130123,0.00005497313,0.000029098079,0.00015049923,0.00008995963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037611977,0.0006314986,0.0006863846,0.00057675573,0.0008505665,0.0008071986,0.0007703203,0.0018926268,0.0035772063],"category_scores_gemma":[0.00088399544,0.00033792868,0.0008981824,0.00044287066,0.0006856198,0.0006646734,0.00058395654,0.0010579933,0.0002357154],"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":[0.00019586176,0.00023892736,0.0077420776,0.000051363666,0.000024504878,0.00033839326,0.000040960567,0.9867475,0.0014468327,0.00040273037,0.00052795396,0.002242877],"study_design_scores_gemma":[0.000040997045,0.00014850532,0.0022810437,0.000007549861,0.0000149098705,0.000017331353,0.00008711864,0.99644935,0.0005851513,0.000117055875,0.00024088293,0.000010069836],"about_ca_topic_score_codex":0.043413017,"about_ca_topic_score_gemma":0.022564963,"teacher_disagreement_score":0.043413017,"about_ca_system_score_codex":0.0008329755,"about_ca_system_score_gemma":0.0008654947,"threshold_uncertainty_score":0.08632064},"labels":[],"label_agreement":null},{"id":"W1976523575","doi":"10.2523/iptc-10672-abstract","title":"Monitoring and Production of a Heavy-Oil Extraction Process at Peace River, Canada","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":true,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Extraction (chemistry); Petroleum engineering; Microseism; Drilling; Process (computing); Asset (computer security); Geology; Environmental science; Mining engineering; Engineering; Civil engineering; Computer science; Mechanical engineering","score_opus":0.006508103094626729,"score_gpt":0.2165956681529658,"score_spread":0.21008756505833906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976523575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9570126,0.00030419824,0.0068991096,0.00043804254,0.000020337297,0.00026707634,0.0062200953,0.0004202486,0.028418235],"genre_scores_gemma":[0.96617323,0.0004956673,0.009579163,0.000082070015,0.000003673061,0.000054350498,0.0029224704,0.0000900653,0.020599281],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992107,0.000012893501,0.000011799694,0.00009639309,0.00057275925,0.00009545123],"domain_scores_gemma":[0.999154,0.000037304897,0.000047618956,0.00002089879,0.0006820772,0.000058011847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031712913,0.000320517,0.00019264365,0.0014413937,0.0022795072,0.0010413879,0.00082044874,0.00025694567,0.0025312798],"category_scores_gemma":[0.00052956655,0.00026086107,0.00019796888,0.002070145,0.0005176461,0.00044729625,0.00058371556,0.0004121953,0.0003580338],"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":[0.0011344422,0.00051754265,0.35927498,0.0004690176,0.00012460545,0.0032551773,0.0055463123,0.0244467,0.26980212,0.0034450777,0.020232178,0.31175193],"study_design_scores_gemma":[0.00006610756,0.0005641186,0.7233377,0.00009899495,0.000081591,0.00032928967,0.007239056,0.049230102,0.14354862,0.00053894275,0.0748484,0.00011715493],"about_ca_topic_score_codex":0.9215433,"about_ca_topic_score_gemma":0.9638782,"teacher_disagreement_score":0.0784567,"about_ca_system_score_codex":0.012059942,"about_ca_system_score_gemma":0.015907533,"threshold_uncertainty_score":0.15783745},"labels":[],"label_agreement":null},{"id":"W1978210921","doi":"10.2523/iptc-13240-ms","title":"Hibernia Q Block - Waterflooding to Increase Field Liquid Recovery with the Presence of a Gas Cap","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Offshore Engineering and Technologies","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":"ExxonMobil (Canada)","funders":"","keywords":"Flow assurance; Wax; Deposition (geology); Pipeline transport; Petroleum engineering; Pipeline (software); Precipitation; Process engineering; Environmental science; Computer science; Work (physics); Materials science; Mechanical engineering; Simulation; Engineering; Geology; Chemistry; Environmental engineering; Meteorology; Physics; Composite material","score_opus":0.005382460325409564,"score_gpt":0.1972755258936458,"score_spread":0.19189306556823624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978210921","genre_codex":"empirical","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":[0.8615344,0.00020545723,0.12722616,0.00014032121,0.00006284081,0.00014086772,0.00019436576,0.0017414046,0.008754183],"genre_scores_gemma":[0.9809079,0.00006139681,0.016007897,0.000017006358,0.0000018159085,0.000028402987,0.00004992244,0.00003621051,0.002889252],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99995685,0.0000047563753,0.0000024124743,0.0000100492925,0.000013620027,0.000012318511],"domain_scores_gemma":[0.9998925,0.000034019555,0.000020855718,0.000019267316,0.00002144711,0.0000118977105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000128424,0.00023698139,0.00022912626,0.00020070923,0.00019865547,0.0002773463,0.0005127552,0.00030870485,0.0029509135],"category_scores_gemma":[0.00030405214,0.00010239188,0.00017969272,0.0001443829,0.00018258461,0.00030724297,0.00034342785,0.00018549015,0.00034702208],"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":[0.0005139833,0.00031213695,0.0023445017,0.00019011818,0.000017977372,0.00028428118,0.00009931454,0.31959403,0.61981773,0.0034304464,0.0007296031,0.052665986],"study_design_scores_gemma":[0.000030062693,0.00040900006,0.00063888374,0.000007007817,0.0000111469635,0.00003886256,0.000021011394,0.75622827,0.23984216,0.00034047244,0.0024223728,0.000010784819],"about_ca_topic_score_codex":0.0023045135,"about_ca_topic_score_gemma":0.0019447004,"teacher_disagreement_score":0.0029509135,"about_ca_system_score_codex":0.00025263557,"about_ca_system_score_gemma":0.0003021634,"threshold_uncertainty_score":0.009871781},"labels":[],"label_agreement":null},{"id":"W1979240427","doi":"10.2523/iptc-16499-ms","title":"Research and Application of Fire-Flooding Technologies in Post-Steam Injected Heavy Oil Reservoir","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","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":"Petro-Canada","funders":"","keywords":"Petroleum engineering; Steam injection; Environmental science; Flooding (psychology); Combustion; Water injection (oil production); Ignition system; Petroleum; Waste management; Environmental engineering; Geology; Engineering; Chemistry","score_opus":0.02002712120568792,"score_gpt":0.2975651475219173,"score_spread":0.27753802631622937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979240427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9349508,0.0014370665,0.05953705,0.0001440463,0.000031313728,0.00006427605,0.000075133634,0.00023103425,0.0035291787],"genre_scores_gemma":[0.99201536,0.00049618544,0.006802618,0.0000062972517,0.0000027396711,0.000013816316,0.000027393015,0.0000074063732,0.00062816386],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998505,0.000017106955,0.000009919639,0.000019354904,0.00007743335,0.000025684401],"domain_scores_gemma":[0.9999058,0.000020241776,0.000019489265,0.000011768286,0.000029833778,0.000012830235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022330052,0.0002051919,0.00022936321,0.0003673503,0.00024136623,0.00032759958,0.00037773442,0.0003574094,0.00050900073],"category_scores_gemma":[0.0002694563,0.0001711203,0.00036634415,0.00022646265,0.00026995954,0.000683477,0.00034737794,0.00022938727,0.00007582641],"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":[0.00016210246,0.00009806876,0.0070522362,0.00041696656,0.000021075179,0.0005652708,0.00017736226,0.045151457,0.89715505,0.002546726,0.00022744246,0.046426207],"study_design_scores_gemma":[0.000027352391,0.0007004252,0.00874999,0.000029218889,0.000046929097,0.00032281518,0.00018556925,0.26406214,0.7201292,0.0008704778,0.004834105,0.000041737334],"about_ca_topic_score_codex":0.0016365375,"about_ca_topic_score_gemma":0.001486236,"teacher_disagreement_score":0.0016365375,"about_ca_system_score_codex":0.00044710143,"about_ca_system_score_gemma":0.00043700665,"threshold_uncertainty_score":0.003254056},"labels":[],"label_agreement":null},{"id":"W1979582799","doi":"10.2523/iptc-17675-ms","title":"Improving Gas Relative Permeability in Tight Gas Formations by Using Microemulsions","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Nalco (Canada)","funders":"Crisman Institute for Petroleum Research, Texas A and M University; Texas A and M University","keywords":"Microemulsion; Petroleum engineering; Relative permeability; Surface tension; Pulmonary surfactant; Permeability (electromagnetism); Capillary pressure; Capillary action; Adsorption; Tight gas; Chemical engineering; Fracturing fluid; Chemistry; Hydraulic fracturing; Enhanced oil recovery; Materials science; Geology; Composite material; Porous medium; Thermodynamics; Organic chemistry","score_opus":0.007417112234199725,"score_gpt":0.22440499807199452,"score_spread":0.2169878858377948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979582799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948297,0.0008143264,0.0035376204,0.000038602597,0.000018576318,0.000039348088,0.00007107197,0.0000761706,0.00057453255],"genre_scores_gemma":[0.989967,0.0008891265,0.007435522,0.000024321127,0.000005207018,0.000032148586,0.00008292397,0.00002554188,0.0015383195],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992347,0.000009178801,0.0000092629725,0.000016160597,0.000023799415,0.000018074414],"domain_scores_gemma":[0.9998896,0.000024293746,0.0000395538,0.0000056961303,0.000024885963,0.000015841988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020459779,0.00025791075,0.00019942084,0.00020378553,0.000102305705,0.00023546875,0.00015179878,0.00018942531,0.00046824233],"category_scores_gemma":[0.00017381225,0.00013046453,0.00020143355,0.00010130695,0.00017148077,0.00032926694,0.00022362587,0.00036852376,0.00015103791],"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":[0.00001407348,0.000007723665,0.000031958247,0.000027426468,0.000001625551,0.000013491098,0.000008533466,0.000056682165,0.99915886,0.000017212646,0.0000064940796,0.00065594446],"study_design_scores_gemma":[0.0000028628597,0.00011692415,0.00036871742,0.0000034958837,0.0000052201854,0.00001962479,0.000011901788,0.00033564612,0.998492,0.0000046427604,0.00063641986,0.0000025708216],"about_ca_topic_score_codex":0.0007830675,"about_ca_topic_score_gemma":0.0018010795,"teacher_disagreement_score":0.0007830675,"about_ca_system_score_codex":0.00019914078,"about_ca_system_score_gemma":0.00015109581,"threshold_uncertainty_score":0.0015664697},"labels":[],"label_agreement":null},{"id":"W1981820998","doi":"10.2523/iptc-16939-abstract","title":"A Novel, Chemistry-Based Approach to Fluid Diversion in Hydrocarbon Based Paraffin Solvent Treatments","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","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":"Environmental remediation; Hydrocarbon; Solvent; Petroleum engineering; Dissolution; Chemistry; Petroleum; Deposition (geology); Chemical engineering; Waste management; Environmental science; Organic chemistry; Geology; Structural basin; Contamination; Engineering","score_opus":0.013463683862776701,"score_gpt":0.23068523416322864,"score_spread":0.21722155030045193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981820998","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":[0.43839055,0.00938563,0.49253258,0.0018844021,0.0013407633,0.0011776341,0.00025678557,0.0021154305,0.05291633],"genre_scores_gemma":[0.84158456,0.0040072436,0.13604435,0.00049182645,0.0001856763,0.000362425,0.00011953571,0.000120934725,0.017083421],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997812,0.000019701167,0.00001265655,0.00005466209,0.00010139208,0.000030443827],"domain_scores_gemma":[0.9998872,0.000016440063,0.000032890584,0.00001885294,0.000028069053,0.00001650595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023055398,0.00038616758,0.000326344,0.00056459534,0.0005107742,0.0008731164,0.0006549537,0.00047966585,0.0020725816],"category_scores_gemma":[0.0002514084,0.00029443568,0.00033824003,0.00026628005,0.00061148306,0.0010512883,0.0009997183,0.0007797836,0.0009693765],"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":[0.00006398423,0.00019217424,0.00033207834,0.00026338216,0.0000124903845,0.00021483366,0.00007932254,0.0045768525,0.9459794,0.008010089,0.000690398,0.03958501],"study_design_scores_gemma":[0.00005150302,0.0005232722,0.0005525526,0.000032583815,0.000024624047,0.00031839445,0.000078762394,0.05212506,0.91132945,0.001871116,0.033052724,0.000039957493],"about_ca_topic_score_codex":0.000369232,"about_ca_topic_score_gemma":0.0008332879,"teacher_disagreement_score":0.0020725816,"about_ca_system_score_codex":0.00042963523,"about_ca_system_score_gemma":0.00043781556,"threshold_uncertainty_score":0.0069334507},"labels":[],"label_agreement":null},{"id":"W1982678188","doi":"10.2523/iptc-11507-ms","title":"Shell's Canadian Sulphur Experience","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Marine and Offshore Engineering Studies","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":true,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Sour gas; Fossil fuel; Petroleum industry; Sulfur; Engineering; Middle East; Business; Waste management; Natural resource economics; Natural gas; Political science; Environmental engineering; Chemistry; Economics; Law","score_opus":0.007386980354430055,"score_gpt":0.2197486480214231,"score_spread":0.21236166766699305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982678188","genre_codex":"other","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":[0.38422894,0.01729497,0.0005387719,0.07359294,0.0015866476,0.00021891507,0.005155762,0.00018161674,0.5172014],"genre_scores_gemma":[0.72297674,0.029050898,0.0010710254,0.009153049,0.00025192593,0.00005418884,0.0024468119,0.00016409793,0.23483132],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99844414,0.00010712741,0.000038527596,0.00011253398,0.0007145469,0.00058315776],"domain_scores_gemma":[0.9970854,0.000084279396,0.000073224044,0.000042151896,0.001101212,0.0016137407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012166447,0.0003989679,0.00024022427,0.0009554424,0.0077755605,0.0025463195,0.0010468154,0.0009154314,0.027475994],"category_scores_gemma":[0.0019896887,0.00025747318,0.0003720107,0.0026164898,0.0016924758,0.0009290379,0.0023617202,0.001231831,0.002116945],"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":[0.0006609768,0.0006542672,0.09182687,0.00094274787,0.000080297614,0.008215809,0.02370636,0.00076067005,0.0025921708,0.01922355,0.53465784,0.31667843],"study_design_scores_gemma":[0.000030954467,0.00012733946,0.053336572,0.00023139878,0.000020885898,0.0015890306,0.024482435,0.00018154456,0.00065892853,0.0003557169,0.9189254,0.000059949656],"about_ca_topic_score_codex":0.9791459,"about_ca_topic_score_gemma":0.9933442,"teacher_disagreement_score":0.035933632,"about_ca_system_score_codex":0.035933632,"about_ca_system_score_gemma":0.09360868,"threshold_uncertainty_score":0.26071793},"labels":[],"label_agreement":null},{"id":"W1982790935","doi":"10.2523/iptc-16795-ms","title":"Cold Lake Commercialization of the Liquid Addition to Steam for Enhancing Recovery (LASER) Process","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":true,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Asphalt; Solvent; Environmental science; Steam injection; Petroleum engineering; Oil sands; Greenhouse gas; Enhanced oil recovery; Waste management; Process (computing); Materials science; Geology; Chemistry; Engineering; Computer science; Organic chemistry","score_opus":0.011819317794144973,"score_gpt":0.2598834910448586,"score_spread":0.24806417325071362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982790935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8864638,0.002910576,0.04459491,0.001090932,0.00014771133,0.0006234404,0.0008603494,0.0019092966,0.06139896],"genre_scores_gemma":[0.91956836,0.001529891,0.046264302,0.00013644023,0.00003546986,0.0001288382,0.0008788437,0.00018059436,0.031277224],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930024,0.00003817905,0.000016722737,0.000080211365,0.0004949893,0.00006968326],"domain_scores_gemma":[0.99948573,0.00004562574,0.00005788712,0.00002895771,0.000307546,0.00007418569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007724429,0.00028432786,0.00019381136,0.0008201306,0.0007807721,0.0011457807,0.0007985557,0.0004332718,0.0039774105],"category_scores_gemma":[0.00039756784,0.000177326,0.00036911815,0.00066602504,0.00064126664,0.0005425295,0.0006296998,0.0008296279,0.0008160041],"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":[0.000272265,0.00031378496,0.0021350782,0.00039398478,0.000019369432,0.00044447507,0.00027667603,0.0021175842,0.8723269,0.0038681976,0.0028929317,0.114938706],"study_design_scores_gemma":[0.00007363064,0.00079881144,0.006229058,0.00003493503,0.000032824217,0.00031307034,0.00020172514,0.004406213,0.9226022,0.00017436543,0.06509517,0.00003814101],"about_ca_topic_score_codex":0.038188353,"about_ca_topic_score_gemma":0.0810276,"teacher_disagreement_score":0.038188353,"about_ca_system_score_codex":0.0027529723,"about_ca_system_score_gemma":0.003298156,"threshold_uncertainty_score":0.075932086},"labels":[],"label_agreement":null},{"id":"W1983481694","doi":"10.2523/iptc-18090-ms","title":"Evaluation of superparamagnetic nanoparticle-based heating for flow assurance in subsea flowlines","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Offshore Engineering and Technologies","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":"University of Texas at Austin","keywords":"Flow assurance; Superparamagnetism; Materials science; Nanoparticle; Magnetic nanoparticles; Chemical engineering; Nanotechnology; Petroleum engineering; Magnetization; Magnetic field; Chemistry; Hydrate; Geology; Organic chemistry","score_opus":0.01898456807735559,"score_gpt":0.25001972870493894,"score_spread":0.23103516062758334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983481694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99641657,0.00026841788,0.0027016539,0.000022166194,0.000014175221,0.000027802638,0.00008711179,0.0001004695,0.00036167967],"genre_scores_gemma":[0.9956868,0.00015250903,0.0033965753,0.000010428454,0.0000048680404,0.000024728974,0.000064666856,0.000015844724,0.00064347853],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998455,0.00002520821,0.0000114374625,0.000041014162,0.000050895764,0.000025897816],"domain_scores_gemma":[0.9997454,0.000069707654,0.000072553376,0.000022846354,0.00006871889,0.000020617455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032844552,0.00027505113,0.00021391653,0.00019677088,0.00015012815,0.00019902574,0.00018405638,0.00029421036,0.0005456294],"category_scores_gemma":[0.00035098943,0.00013215056,0.00020547226,0.0001557079,0.00015593745,0.0002437136,0.00011333365,0.0002294319,0.00015295156],"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":[0.00007163849,0.000020912068,0.00014403548,0.000027697806,0.0000025505065,0.000013662291,0.000015701762,0.0003462551,0.9982759,0.000011792714,0.000020217436,0.0010497443],"study_design_scores_gemma":[0.0000021731578,0.000280926,0.0009993077,0.0000013311221,0.000003763732,0.0000095321675,0.0000069631174,0.001470241,0.99701035,0.0000025255563,0.00021034927,0.000002586035],"about_ca_topic_score_codex":0.00060482003,"about_ca_topic_score_gemma":0.0008013956,"teacher_disagreement_score":0.00060482003,"about_ca_system_score_codex":0.00030015985,"about_ca_system_score_gemma":0.00008928691,"threshold_uncertainty_score":0.002177775},"labels":[],"label_agreement":null},{"id":"W1983574486","doi":"10.2523/iptc-17193-ms","title":"Discussion on Unconventional Petroleum Reserves Classification and Evaluation in China","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydrocarbon exploration 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":"Petro-Canada","funders":"","keywords":"China; Unconventional oil; Oil reserves; Petroleum; Fossil fuel; Petroleum industry; Petroleum engineering; Natural resource economics; Computer science; Business; Economics; Geology; Environmental science; Engineering; Political science; Environmental engineering; Law","score_opus":0.020302204253883998,"score_gpt":0.2636475450467527,"score_spread":0.2433453407928687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983574486","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6232171,0.03116293,0.059087355,0.052417655,0.0032230387,0.00073533267,0.0022776567,0.0004888328,0.22739016],"genre_scores_gemma":[0.8836604,0.01610977,0.01827139,0.0028288441,0.0008696463,0.00016743373,0.0015349974,0.000053670046,0.07650391],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987519,0.0002621089,0.00016300901,0.000099735444,0.0006075633,0.00011565895],"domain_scores_gemma":[0.99774206,0.000356127,0.00018152814,0.00008183956,0.0015153639,0.00012303783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035833318,0.00028074393,0.0001878551,0.0031374176,0.0011477704,0.0016174897,0.0005853552,0.0004924001,0.0035492124],"category_scores_gemma":[0.0026637018,0.0001547982,0.00036594656,0.004661046,0.0006198133,0.0016728364,0.00066327275,0.0004946294,0.0003407438],"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":[0.00021468927,0.00010671878,0.2050006,0.0015001054,0.00006852366,0.0016958128,0.006513014,0.015261471,0.007976442,0.086114384,0.08020877,0.5953395],"study_design_scores_gemma":[0.000026194939,0.00017794018,0.35667148,0.0010933905,0.000075543256,0.00060612184,0.0144463815,0.046982955,0.0133924,0.019163158,0.54721045,0.00015389264],"about_ca_topic_score_codex":0.07697606,"about_ca_topic_score_gemma":0.061719824,"teacher_disagreement_score":0.07697606,"about_ca_system_score_codex":0.0037445382,"about_ca_system_score_gemma":0.003557609,"threshold_uncertainty_score":0.15305603},"labels":[],"label_agreement":null},{"id":"W1983980730","doi":"10.2523/iptc-17089-ms","title":"The Plains CO2 Reduction (PCOR) Partnership: CO2 Sequestration Demonstration Projects Adding Value to the Oil and Gas Industry","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","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":"National Energy Technology Laboratory","keywords":"Greenhouse gas; Carbon sequestration; General partnership; Environmental science; Fossil fuel; Carbon capture and storage (timeline); Commercialization; Enhanced oil recovery; Carbon dioxide; Engineering; Waste management; Business; Geology; Finance; Climate change; Chemistry","score_opus":0.021067897326133143,"score_gpt":0.26538594236089436,"score_spread":0.2443180450347612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983980730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7883592,0.0009953278,0.01369642,0.015682245,0.000345716,0.003924176,0.004137902,0.0014326161,0.1714263],"genre_scores_gemma":[0.920557,0.0014166516,0.024962647,0.0016217645,0.00007782725,0.0010935678,0.0034963728,0.00012613759,0.04664808],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99897075,0.00032625697,0.0000148168265,0.00010118359,0.00038525445,0.00020177469],"domain_scores_gemma":[0.9986992,0.00013670398,0.00008792365,0.00009116963,0.00037118804,0.0006137422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031843751,0.00039578695,0.00016510543,0.00028307093,0.0012418459,0.0012629842,0.00077102316,0.0006986027,0.00503361],"category_scores_gemma":[0.0013094166,0.000167674,0.0002526729,0.00036750984,0.00064148917,0.00076813775,0.0018830327,0.0013079335,0.0010068858],"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":[0.0045882687,0.026001187,0.028611189,0.0007751658,0.00021411292,0.0042255567,0.0026641816,0.017880403,0.113369964,0.04515279,0.32807603,0.4284412],"study_design_scores_gemma":[0.0040428652,0.021410266,0.093184695,0.00021686741,0.00017052032,0.001769078,0.00486835,0.04705085,0.11294023,0.009101141,0.7050607,0.00018448407],"about_ca_topic_score_codex":0.022999149,"about_ca_topic_score_gemma":0.03945346,"teacher_disagreement_score":0.022999149,"about_ca_system_score_codex":0.0014839761,"about_ca_system_score_gemma":0.009927416,"threshold_uncertainty_score":0.04573053},"labels":[],"label_agreement":null},{"id":"W1984586819","doi":"10.2523/iptc-16769-ms","title":"Fluid-Level Monitoring Using a Distributed Temperature Sensing System During a Methane Hydrate Production Test","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","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":"Natural Resources Canada","funders":"","keywords":"Methane; Hydrate; Clathrate hydrate; Cabin pressurization; Petroleum engineering; Annulus (botany); Fluid dynamics; Flow assurance; Wellbore; Mechanics; Materials science; Chemistry; Geology; Composite material","score_opus":0.016232441956775315,"score_gpt":0.2275249378939807,"score_spread":0.2112924959372054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984586819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931172,0.000039857285,0.0060902927,0.000025757443,0.000010184377,0.000021967477,0.00013074186,0.00024525466,0.00031884323],"genre_scores_gemma":[0.99805284,0.00001051707,0.001714027,0.000007587004,0.0000015652217,0.000010659598,0.000037524078,0.0000065300974,0.00015867094],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99974173,0.00003210688,0.000014811811,0.00006304389,0.00012270181,0.000025617617],"domain_scores_gemma":[0.9996119,0.0001058788,0.000066391985,0.000033672884,0.00014350424,0.00003872444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030649867,0.00037169235,0.00046236906,0.00043997084,0.0002551504,0.00023691564,0.00046689992,0.00034155464,0.00063948514],"category_scores_gemma":[0.0006049541,0.00015588036,0.00022255615,0.0002257508,0.00026822544,0.00043252532,0.00034752567,0.00026446444,0.00013262003],"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":[0.00071388576,0.00012921667,0.017090918,0.000069321795,0.000017348524,0.00013943261,0.00024586509,0.0048736087,0.96285486,0.00005406619,0.00015165377,0.01365987],"study_design_scores_gemma":[0.00006019866,0.0014919582,0.055755176,0.000011811953,0.000045509376,0.00010867852,0.0002603271,0.08675611,0.85460895,0.00007113004,0.0007716198,0.00005853353],"about_ca_topic_score_codex":0.0012327477,"about_ca_topic_score_gemma":0.0015661633,"teacher_disagreement_score":0.0012327477,"about_ca_system_score_codex":0.00035091132,"about_ca_system_score_gemma":0.00023367531,"threshold_uncertainty_score":0.0025460124},"labels":[],"label_agreement":null},{"id":"W1985908626","doi":"10.2523/iptc-14104-ms","title":"Quantitative 4D warping inversion","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","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":"Image warping; Inversion (geology); Computer science; Dynamic time warping; Time shifting; Algorithm; Linear correlation; Geology; Geodesy; Seismology; Artificial intelligence; Mathematics; Statistics; Telecommunications","score_opus":0.020962746393446547,"score_gpt":0.25510804612121263,"score_spread":0.23414529972776607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985908626","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":[0.011129473,0.00020202479,0.9777569,0.00026708838,0.00014701008,0.00008064636,0.0008381437,0.0018574569,0.0077211102],"genre_scores_gemma":[0.29220462,0.00063808425,0.68744415,0.00033068444,0.00012202813,0.0002705302,0.0039793644,0.0014930775,0.0135174235],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996113,0.00006717179,0.000017048213,0.00007453173,0.00018805858,0.000041915548],"domain_scores_gemma":[0.9993728,0.00020586954,0.00005301289,0.00013712978,0.00020223993,0.000028957144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006417625,0.001182451,0.00048918684,0.0010256149,0.0002923749,0.0016066947,0.00092533336,0.001035431,0.013580605],"category_scores_gemma":[0.0025720678,0.00049756625,0.0007121016,0.00093272707,0.0006999299,0.0011797014,0.0015032429,0.0015235265,0.0037213287],"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":[0.0002427807,0.000072660594,0.0020188687,0.0006214193,0.00012502912,0.0004946078,0.00038807755,0.4974369,0.06842434,0.057054047,0.01657926,0.356542],"study_design_scores_gemma":[0.000012202935,0.00002869352,0.0004893344,0.000046175344,0.000011142615,0.00014777562,0.000060517224,0.9503073,0.013819221,0.0122431815,0.022798207,0.00003633391],"about_ca_topic_score_codex":0.0018788958,"about_ca_topic_score_gemma":0.0015668052,"teacher_disagreement_score":0.013580605,"about_ca_system_score_codex":0.00042897247,"about_ca_system_score_gemma":0.0009161265,"threshold_uncertainty_score":0.045431614},"labels":[],"label_agreement":null},{"id":"W1987063168","doi":"10.2523/iptc-17407-ms","title":"Recent Advances in Seismic Monitoring of Thermal EOR","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":true,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Enhanced oil recovery; Petroleum engineering; Geology; Oil field; Steam injection; Environmental science","score_opus":0.012203299651356142,"score_gpt":0.24018985159656667,"score_spread":0.22798655194521053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987063168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60345787,0.07918779,0.24575141,0.0046634516,0.0006036437,0.00019939867,0.0039606765,0.0014611697,0.060714602],"genre_scores_gemma":[0.8118331,0.039277393,0.13979371,0.00051893346,0.0006243085,0.000076126504,0.0018321205,0.00009542504,0.0059488164],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924445,0.00013651708,0.00004479863,0.00021492537,0.00031501128,0.0000442286],"domain_scores_gemma":[0.99681145,0.0005879011,0.00059271976,0.00015700104,0.0017223428,0.00012860523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019175475,0.00055628526,0.0002520144,0.0025873075,0.00015850528,0.0007628422,0.00063086394,0.00049414753,0.0010730308],"category_scores_gemma":[0.001848477,0.00024097647,0.00022349668,0.0022637374,0.00058750546,0.00088642543,0.00068442046,0.0005281948,0.0003964716],"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":[0.00022384607,0.00008626201,0.058827206,0.0013487189,0.00012235621,0.00014674275,0.00065361004,0.012411965,0.12479624,0.002715407,0.0028084407,0.7958593],"study_design_scores_gemma":[0.000059429723,0.0012469812,0.3693005,0.0013394541,0.00068032206,0.0022609702,0.0022274568,0.09722989,0.21103375,0.004845039,0.3094607,0.00031551826],"about_ca_topic_score_codex":0.0068318774,"about_ca_topic_score_gemma":0.013691217,"teacher_disagreement_score":0.0068318774,"about_ca_system_score_codex":0.0008141335,"about_ca_system_score_gemma":0.0006083666,"threshold_uncertainty_score":0.013584256},"labels":[],"label_agreement":null},{"id":"W1987091961","doi":"10.2523/iptc-16945-ms","title":"Environmental Liabilities in Oil and Gas Industry and Life-Cycle Management","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Marine and Offshore Engineering Studies","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":"Nuclear decommissioning; Liability; Business; Asset management; Asset (computer security); Petroleum industry; IT asset management; Environmental management system; Risk management; Finance; Natural resource economics; Environmental economics; Environmental science; Economics; Engineering; Waste management; Environmental engineering","score_opus":0.003904242183165602,"score_gpt":0.17688568912862562,"score_spread":0.17298144694546003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987091961","genre_codex":"other","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":[0.23578921,0.08076101,0.019368479,0.011034439,0.0004160614,0.00010452509,0.0012698696,0.0001522076,0.6511041],"genre_scores_gemma":[0.9426148,0.016588546,0.0013489588,0.00027634844,0.00021526842,0.000028060915,0.0006049129,0.000016396503,0.03830674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99958354,0.00009882978,0.000017425138,0.00002108281,0.00018965612,0.000089454705],"domain_scores_gemma":[0.999271,0.00021220757,0.000106778876,0.000028866847,0.00027807173,0.00010314001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046161268,0.0003019454,0.00015878663,0.0020295987,0.00057820167,0.0020020648,0.0003022798,0.00043429068,0.0065591834],"category_scores_gemma":[0.0011197665,0.00007053467,0.0001736279,0.002221827,0.0010461251,0.0011904235,0.00067754835,0.00043697542,0.00029849014],"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":[0.000066082684,0.00010798596,0.026116628,0.00023791977,0.00004248744,0.0007938063,0.0011148029,0.049909174,0.0008204713,0.7644788,0.028500007,0.12781191],"study_design_scores_gemma":[0.000008083568,0.00012206796,0.06633774,0.00071863225,0.00003476592,0.0005756942,0.0032107101,0.025228092,0.0010224315,0.43901083,0.46367717,0.000053850665],"about_ca_topic_score_codex":0.06888435,"about_ca_topic_score_gemma":0.08529023,"teacher_disagreement_score":0.06888435,"about_ca_system_score_codex":0.0048629106,"about_ca_system_score_gemma":0.0031235877,"threshold_uncertainty_score":0.13696676},"labels":[],"label_agreement":null},{"id":"W1987359813","doi":"10.2523/iptc-11028-ms","title":"Improved Production From Mature Gas Wells by Introducing Surfactants Into Wells","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","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":"Saskatchewan Research Council (Canada)","funders":"","keywords":"Gas lift; Surface tension; Petroleum engineering; Pulmonary surfactant; Production (economics); Natural gas field; Process engineering; Environmental science; Materials science; Natural gas; Waste management; Engineering; Chemical engineering; Thermodynamics","score_opus":0.006620762497401809,"score_gpt":0.2381213779606051,"score_spread":0.23150061546320327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987359813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90808564,0.0026181447,0.07947588,0.00022166337,0.00014221133,0.00011665698,0.0006903394,0.0014001596,0.007249285],"genre_scores_gemma":[0.95551974,0.0011735166,0.03961787,0.00004080065,0.000019562554,0.00003717603,0.00040011207,0.0001341421,0.003057043],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997869,0.000025970769,0.000025082325,0.000038765033,0.000088827095,0.00003452591],"domain_scores_gemma":[0.99957615,0.00006614472,0.00012903906,0.00006056025,0.00011925402,0.00004879411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034250578,0.0004661959,0.00031944408,0.00046435223,0.00015275464,0.00064015866,0.00039102096,0.00039370183,0.0014652865],"category_scores_gemma":[0.0004219824,0.00019400753,0.00034758396,0.00046373252,0.00016309664,0.0005827156,0.0003178092,0.00048951776,0.0008792949],"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":[0.00005284566,0.000039654224,0.0002888002,0.00010013035,0.0000037680188,0.00012920391,0.00001904604,0.0007859801,0.992183,0.00018686985,0.00011673858,0.0060937973],"study_design_scores_gemma":[0.0000074071327,0.00028036232,0.00075086684,0.000015328334,0.000010435794,0.000088170804,0.000024297573,0.0026420194,0.99260736,0.000066754605,0.0034995181,0.000007458098],"about_ca_topic_score_codex":0.00035426882,"about_ca_topic_score_gemma":0.0006510687,"teacher_disagreement_score":0.0014652865,"about_ca_system_score_codex":0.00026151226,"about_ca_system_score_gemma":0.00019177348,"threshold_uncertainty_score":0.004901886},"labels":[],"label_agreement":null},{"id":"W1987632282","doi":"10.2523/iptc-16511-ms","title":"Advanced Oxygen Enrichment Technology for Cost Effective Sulfur Recovery Processing Facility Applications in China","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Industrial Gas Emission Control","field":"Engineering","cited_by":3,"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":"Waste management; Oil refinery; China; Environmental science; Flue-gas desulfurization; Air quality index; Sulfur dioxide; Business; Engineering","score_opus":0.0076780855797629255,"score_gpt":0.24316037954404354,"score_spread":0.2354822939642806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987632282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787087,0.0008855046,0.013937508,0.00016892384,0.000035461686,0.000082870116,0.000073298805,0.00013763778,0.0059700697],"genre_scores_gemma":[0.9918371,0.00045928033,0.00553189,0.000017609438,0.000008771192,0.00001982866,0.000092912065,0.000007012946,0.0020256736],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985814,0.0000067814067,0.000010601599,0.000021798776,0.00007355579,0.000029053741],"domain_scores_gemma":[0.9999523,0.0000040015325,0.000009008963,0.000005405602,0.000023050015,0.0000062413383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019848508,0.00023902846,0.0001877627,0.0005466723,0.00034559667,0.00023185989,0.00036250107,0.0002627471,0.00072122767],"category_scores_gemma":[0.00009726165,0.000098861856,0.00027905498,0.0005290076,0.000138887,0.00029536657,0.00028992718,0.00012037821,0.00015539685],"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":[0.00013715756,0.00010794313,0.003986252,0.00029869188,0.0000128850115,0.00047697287,0.00013527977,0.005931836,0.9337827,0.00091535575,0.00055356475,0.053661335],"study_design_scores_gemma":[0.000086843,0.00090012513,0.018694999,0.000023769056,0.00006448063,0.0003096431,0.00013515416,0.022816677,0.94056,0.0004081201,0.015971571,0.00002870543],"about_ca_topic_score_codex":0.0052642445,"about_ca_topic_score_gemma":0.008086766,"teacher_disagreement_score":0.0052642445,"about_ca_system_score_codex":0.0005183452,"about_ca_system_score_gemma":0.000637928,"threshold_uncertainty_score":0.010467231},"labels":[],"label_agreement":null},{"id":"W1988931662","doi":"10.2523/iptc-13023-abstract","title":"Applicability of SOS-FR (Steam-Over-Solvent Injection in Fractured Reservoirs) Method for Heavy-Oil Recovery from Deep Fractured Carbonates","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Enhanced Oil Recovery Techniques","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; Steam injection; Imbibition; Solvent; Steam-assisted gravity drainage; Water injection (oil production); Enhanced oil recovery; Matrix (chemical analysis); Phase (matter); Geology; Oil sands; Chemistry; Materials science; Chromatography; Composite material; Organic chemistry","score_opus":0.008445991426726866,"score_gpt":0.2724455082152677,"score_spread":0.26399951678854083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988931662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93122274,0.0020255093,0.06274879,0.00021654711,0.000083949664,0.00018010348,0.00034245578,0.00030611106,0.0028738778],"genre_scores_gemma":[0.95844185,0.0011783768,0.0375381,0.00006993677,0.000014482025,0.000048705137,0.00020404757,0.000056703426,0.0024477548],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983513,0.000017609887,0.000010282028,0.000046447978,0.000060492293,0.000030022635],"domain_scores_gemma":[0.9998895,0.000028407083,0.000026687181,0.000012722887,0.00003077663,0.000011903464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024225847,0.00027443244,0.00018475109,0.00023144773,0.00011834071,0.00016785893,0.00027508184,0.00028172205,0.00093639165],"category_scores_gemma":[0.0002623969,0.000120868885,0.0002616559,0.00017183302,0.00019756913,0.0003473142,0.00021601222,0.00047774546,0.00027481944],"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":[0.0000747163,0.00001725237,0.00024110117,0.000118985285,0.000007891122,0.00007074712,0.000024075136,0.0001910196,0.9921903,0.000069478665,0.00007791801,0.0069164513],"study_design_scores_gemma":[0.000004126778,0.00012468453,0.00066945935,0.0000056035287,0.00000980026,0.00007316068,0.000018037596,0.002177221,0.99599457,0.000015948359,0.0009000969,0.0000072843523],"about_ca_topic_score_codex":0.00120872,"about_ca_topic_score_gemma":0.0019747252,"teacher_disagreement_score":0.00120872,"about_ca_system_score_codex":0.0001261151,"about_ca_system_score_gemma":0.0002201781,"threshold_uncertainty_score":0.003132522},"labels":[],"label_agreement":null},{"id":"W1991647460","doi":"10.2523/iptc-13887-abstract","title":"Heavy Oil: Development Challenges and Implementations of Technologies and Processes in an Investment and Carbon Constrained World","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"Natural resource economics; Investment (military); Greenhouse gas; Resource (disambiguation); Petroleum; Business; Population; China; Petroleum industry; Emerging markets; Fossil fuel; Emerging technologies; Environmental science; Engineering; Economics; Geography; Environmental engineering; Political science; Computer science; Finance; Waste management; Oceanography; Geology","score_opus":0.0336437651642664,"score_gpt":0.29662592902247614,"score_spread":0.2629821638582097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991647460","genre_codex":"other","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":[0.23291428,0.0303027,0.051359966,0.13452308,0.0007882374,0.00023185022,0.00042048204,0.00026357247,0.5491958],"genre_scores_gemma":[0.87352544,0.038304906,0.03030074,0.002115097,0.00013037316,0.00010017367,0.00028272544,0.00008845624,0.055152167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987808,0.00029988587,0.000048299666,0.00010574729,0.00043681855,0.0003283964],"domain_scores_gemma":[0.9982395,0.0005699647,0.00019469122,0.00015766983,0.00055412354,0.0002840139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020047475,0.0003274132,0.0001653203,0.00072144414,0.0013993724,0.0061367773,0.00092857773,0.0016325082,0.006169056],"category_scores_gemma":[0.0030458607,0.0001746001,0.00020732093,0.001031848,0.0024807588,0.009631937,0.0025754662,0.0018360023,0.00093722664],"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":[0.00008874327,0.00008365792,0.0042273663,0.00039019124,0.000010751077,0.00070629036,0.0017875077,0.005264807,0.0026046147,0.7697301,0.015876414,0.1992296],"study_design_scores_gemma":[0.000023596662,0.0002131168,0.0043999446,0.00096670917,0.000015947902,0.00069633074,0.01664324,0.014188368,0.0052911844,0.34792656,0.60957706,0.000057893845],"about_ca_topic_score_codex":0.012680647,"about_ca_topic_score_gemma":0.012909233,"teacher_disagreement_score":0.012680647,"about_ca_system_score_codex":0.004367928,"about_ca_system_score_gemma":0.006515353,"threshold_uncertainty_score":0.03169173},"labels":[],"label_agreement":null},{"id":"W1993256513","doi":"10.2523/iptc-12015-ms","title":"Concept of Classified Polymer Flooding Control Extent and Influences on Flooding Effect","year":2008,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Petro-Canada","funders":"","keywords":"Flooding (psychology); Interconnection; Polymer; Permeability (electromagnetism); Petroleum engineering; Water flooding; Porous medium; Porosity; Materials science; Environmental science; Geotechnical engineering; Geology; Soil science; Computer science; Composite material; Chemistry; Telecommunications; Membrane","score_opus":0.00998721485223936,"score_gpt":0.23276936945243468,"score_spread":0.22278215460019532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993256513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7023387,0.0016959516,0.2707197,0.0002622885,0.00010722578,0.00027783858,0.00023198524,0.00063276634,0.023733502],"genre_scores_gemma":[0.99034107,0.00033992832,0.008199694,0.00001696804,0.000023871036,0.000060925686,0.00006233458,0.000015527583,0.00093959493],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923635,0.00010668062,0.00008238782,0.00014150041,0.00035726413,0.00007580562],"domain_scores_gemma":[0.9986254,0.00038626944,0.00032596537,0.0001121496,0.00044479634,0.000105489926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066415704,0.0007062303,0.00026528796,0.0014593814,0.0002852774,0.00065680715,0.0004185951,0.0004097063,0.0012540551],"category_scores_gemma":[0.0019040856,0.00019806896,0.0004039056,0.0006246825,0.001016708,0.0020123052,0.00067368435,0.0003627446,0.00011317587],"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":[0.00061860523,0.0002689733,0.08014488,0.001395495,0.0001694175,0.0009220022,0.0014596105,0.24288125,0.3116013,0.046232574,0.0022427174,0.3120632],"study_design_scores_gemma":[0.00010166777,0.0011400876,0.11919302,0.00018461118,0.000391277,0.0010581737,0.0010991236,0.597689,0.23269433,0.026045749,0.020047544,0.0003553688],"about_ca_topic_score_codex":0.0020277896,"about_ca_topic_score_gemma":0.0010644023,"teacher_disagreement_score":0.0020277896,"about_ca_system_score_codex":0.00055047625,"about_ca_system_score_gemma":0.00044438418,"threshold_uncertainty_score":0.0041952133},"labels":[],"label_agreement":null},{"id":"W1993711600","doi":"10.2523/iptc-10695-abstract","title":"Exploring the \"Empty Quarter\" - Early Experience and Lessons of a New Upstream Venture in Saudi Arabia","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"Upstream (networking); Geology; Petroleum industry; Hydrocarbon exploration; Drilling; Work (physics); Paleozoic; Joint venture; Quarter (Canadian coin); Petroleum; Petroleum exploration; Mining engineering; Structural basin; Petroleum engineering; Business; Geochemistry; Paleontology; Engineering; Geography; Archaeology; Mechanical engineering; Telecommunications","score_opus":0.049380933467996053,"score_gpt":0.2924240683523927,"score_spread":0.24304313488439666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993711600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9578583,0.0024820215,0.0005911312,0.011805453,0.00025320213,0.00002810131,0.000046909703,0.000019294566,0.026915547],"genre_scores_gemma":[0.96052116,0.0024716107,0.0005077716,0.0015383351,0.000036621987,0.000008304688,0.000041279513,0.00002782355,0.034847032],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896395,0.00044445667,0.000024081868,0.00006631941,0.00016152598,0.00033970678],"domain_scores_gemma":[0.9980363,0.0002878751,0.00015085957,0.00006404278,0.00037505286,0.0010859508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024702896,0.00033065642,0.00015678519,0.00040403407,0.009525338,0.0050632213,0.0008044093,0.0012722276,0.008831029],"category_scores_gemma":[0.0020731043,0.00024027581,0.00016521126,0.0005598411,0.0031242634,0.003987143,0.0044858903,0.0021369287,0.0014406149],"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":[0.000371493,0.0004850623,0.02829232,0.00021320439,0.00001467597,0.0067325262,0.7729606,0.00022551323,0.00314626,0.03233812,0.023250874,0.13196939],"study_design_scores_gemma":[0.0000090413005,0.00024251187,0.008076532,0.00019473223,0.00000668048,0.0013586971,0.79112864,0.00023775687,0.00054740295,0.0013181458,0.19684912,0.00003077787],"about_ca_topic_score_codex":0.032190125,"about_ca_topic_score_gemma":0.080380395,"teacher_disagreement_score":0.032190125,"about_ca_system_score_codex":0.0032250586,"about_ca_system_score_gemma":0.0058988393,"threshold_uncertainty_score":0.064005494},"labels":[],"label_agreement":null},{"id":"W1994410285","doi":"10.2523/iptc-11045-abstract","title":"The Belanak FPSO Project - A Description of the Challenges in Designing and Building One of the Most Complex FPSOS to Date and the First To Incorporate LPG Processing and Export","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Marine and Offshore Engineering Studies","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":"ConocoPhillips (Canada)","funders":"","keywords":"Wellhead; Engineering; Pipeline transport; Storage tank; Marine engineering; Civil engineering; Petroleum engineering; Waste management; Environmental engineering","score_opus":0.0367455990820894,"score_gpt":0.23903144843551008,"score_spread":0.20228584935342067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994410285","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39774823,0.001955743,0.13421085,0.004410202,0.00095812033,0.002694052,0.0080674905,0.005687139,0.4442682],"genre_scores_gemma":[0.56964767,0.0021102927,0.18389842,0.00041560986,0.00006389931,0.00077732303,0.012398652,0.0020481795,0.22863989],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904555,0.00008805536,0.000027420063,0.0001470535,0.00047171692,0.00022019501],"domain_scores_gemma":[0.9990846,0.000053469787,0.000047048303,0.00011690799,0.00038687536,0.00031113686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014424551,0.00091411226,0.00025216964,0.0007650972,0.0019005673,0.0026116562,0.000868791,0.00066719524,0.012462223],"category_scores_gemma":[0.00096006144,0.00049903744,0.0003299199,0.00068129774,0.0011882342,0.0030025898,0.001761385,0.0012795244,0.004320081],"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":[0.0013419123,0.0012938903,0.04204227,0.0015917787,0.000059567414,0.0028635773,0.003443238,0.024195496,0.081949085,0.036900446,0.11079399,0.6935248],"study_design_scores_gemma":[0.000077765886,0.0009577248,0.038704533,0.0003572277,0.000026522248,0.00160315,0.0031891281,0.010211045,0.025242615,0.002511529,0.9169986,0.00012009404],"about_ca_topic_score_codex":0.029012527,"about_ca_topic_score_gemma":0.04180828,"teacher_disagreement_score":0.029012527,"about_ca_system_score_codex":0.0029292058,"about_ca_system_score_gemma":0.0065579866,"threshold_uncertainty_score":0.057687342},"labels":[],"label_agreement":null},{"id":"W1994639932","doi":"10.2523/iptc-16849-ms","title":"Pore Pressure Prediction in Unconventional Resources","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":15,"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":"Overpressure; Overburden; Geology; Pore water pressure; Petrophysics; Compaction; Tight gas; Drilling; Geomechanics; Petroleum engineering; Porosity; Overburden pressure; Hydrocarbon exploration; Oil shale; Unconventional oil; Geotechnical engineering; Fracture (geology); Petrology; Hydraulic fracturing; Seismology; Materials science; Tectonics","score_opus":0.0071921411414508155,"score_gpt":0.2034965749329356,"score_spread":0.1963044337914848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994639932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93833005,0.0004341401,0.05314783,0.00032262568,0.000038331713,0.000041880106,0.0015814797,0.000987559,0.005116048],"genre_scores_gemma":[0.98869205,0.00010938009,0.0101882415,0.00001080549,0.000004220875,0.000013351783,0.00044010114,0.000039389113,0.00050246844],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99954057,0.00006680796,0.0000343182,0.000107189735,0.0001869579,0.00006414107],"domain_scores_gemma":[0.9988053,0.0005439308,0.00018134729,0.00008547095,0.00029604882,0.000088032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051721995,0.00059452443,0.0003850688,0.001202129,0.00046168573,0.001643242,0.0012383985,0.0008555961,0.0016825973],"category_scores_gemma":[0.0017423342,0.00033722966,0.0003176211,0.0019943567,0.00056303124,0.0018988305,0.00095331145,0.0006026889,0.00041044672],"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":[0.00040942468,0.00011421476,0.08933713,0.00018366183,0.00006270975,0.00069960183,0.0003797901,0.8114488,0.011237345,0.0025010544,0.0015179344,0.082108214],"study_design_scores_gemma":[0.000012753746,0.000060735663,0.018329207,0.000025238525,0.000009512878,0.00006065573,0.00024507352,0.9719623,0.0060775853,0.0016839072,0.0014975931,0.00003553064],"about_ca_topic_score_codex":0.018031983,"about_ca_topic_score_gemma":0.020695899,"teacher_disagreement_score":0.018031983,"about_ca_system_score_codex":0.0010835078,"about_ca_system_score_gemma":0.0008606768,"threshold_uncertainty_score":0.03585404},"labels":[],"label_agreement":null},{"id":"W1995099162","doi":"10.2523/iptc-17739-ms","title":"A Comparison of North American and International Risks in Unconventional Resource Plays","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Oil shale; Unconventional oil; Tight oil; Tight gas; Petroleum engineering; Shale gas; Resource (disambiguation); Competitor analysis; Source rock; Coal; Geology; Natural resource economics; Mining engineering; Hydraulic fracturing; Business; Engineering; Computer science; Economics; Paleontology; Waste management","score_opus":0.01911690732585989,"score_gpt":0.2855599477816229,"score_spread":0.266443040455763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995099162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96403515,0.00037983077,0.00044833455,0.00045781658,0.000019795045,0.000023070914,0.00031298542,0.000012838351,0.034310173],"genre_scores_gemma":[0.9962709,0.00018704336,0.00013051894,0.00004281112,0.000011466617,0.000013105094,0.00017202413,0.000004628458,0.0031674479],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988927,0.00028889143,0.000081590544,0.000108592256,0.00041771348,0.00021050857],"domain_scores_gemma":[0.995697,0.0005608746,0.002305844,0.00010844799,0.00086767366,0.00046016742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090397167,0.0002475652,0.00011606456,0.00261956,0.00069447025,0.0018327448,0.00058577606,0.00036211975,0.0040856884],"category_scores_gemma":[0.0031502934,0.000117331016,0.00024289267,0.0019361757,0.0009251543,0.0012050702,0.0013487559,0.00043943975,0.0004439578],"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":[0.00032959363,0.00015443854,0.93227917,0.00007311975,0.00007187651,0.00085544615,0.009142942,0.0014955164,0.0006662961,0.01518105,0.0028492732,0.036901128],"study_design_scores_gemma":[0.000005387867,0.0001319513,0.95348454,0.00008072315,0.00002257388,0.00069217687,0.029544754,0.0018034262,0.00045838382,0.0012272364,0.012516503,0.000032443702],"about_ca_topic_score_codex":0.01841432,"about_ca_topic_score_gemma":0.033577412,"teacher_disagreement_score":0.01841432,"about_ca_system_score_codex":0.0016850968,"about_ca_system_score_gemma":0.00066519907,"threshold_uncertainty_score":0.0366143},"labels":[],"label_agreement":null},{"id":"W1997304343","doi":"10.2523/iptc-13403-ms","title":"Pore-level Investigation of Heavy Oil Recovery using Steam Assisted Gravity Drainage (SAGD)","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Steam-assisted gravity drainage; Petroleum engineering; Steam injection; Geology; Drainage; Enhanced oil recovery; Environmental science; Materials science; Oil sands; Composite material","score_opus":0.02860541477545702,"score_gpt":0.25906430487399007,"score_spread":0.23045889009853304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997304343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995983,0.0001811174,0.0031829637,0.000016122447,0.0000026055,0.000014788808,0.0001230669,0.0000796825,0.00041660655],"genre_scores_gemma":[0.9971802,0.00008549513,0.0023980024,0.0000052562705,7.653092e-7,0.0000051507523,0.00005222341,0.0000039883776,0.00026895193],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99994516,0.0000040219875,0.0000030910376,0.000010876987,0.00002581244,0.000010928852],"domain_scores_gemma":[0.9998827,0.000044851622,0.000031292224,0.0000082856295,0.000020686033,0.000012061328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010925576,0.00009503227,0.00012076359,0.00026072754,0.00010811944,0.00014627023,0.00015227677,0.00014627847,0.00066764175],"category_scores_gemma":[0.00013373767,0.000073898795,0.000120883415,0.00017255296,0.00025071998,0.00015609275,0.00018809922,0.00018470196,0.00007503761],"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":[0.000032117645,0.000009477421,0.0007133614,0.000027904613,0.000001356494,0.000050426384,0.000030981053,0.00027843885,0.9972046,0.00005964679,0.000013336251,0.001578392],"study_design_scores_gemma":[0.0000030641297,0.00011829982,0.0052100024,0.0000020028663,0.0000027110568,0.000055778542,0.00005149618,0.0050684516,0.98902905,0.000027066355,0.00042810413,0.000003994428],"about_ca_topic_score_codex":0.0015417014,"about_ca_topic_score_gemma":0.0017165019,"teacher_disagreement_score":0.0015417014,"about_ca_system_score_codex":0.00020397255,"about_ca_system_score_gemma":0.00010717476,"threshold_uncertainty_score":0.0030654073},"labels":[],"label_agreement":null},{"id":"W1998592782","doi":"10.2523/iptc-16722-ms","title":"The Liwan Gas Project: A Case Study of South China Sea Deepwater Drilling Campaign","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","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":"Husky Energy (Canada)","funders":"China National Offshore Oil Corporation; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Casing; Drilling; Petroleum engineering; Geology; Deep water; Mining engineering; Engineering; Oceanography; Mechanical engineering","score_opus":0.017325301749084508,"score_gpt":0.26650422790117256,"score_spread":0.24917892615208806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998592782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970402,0.00003693322,0.00024063762,0.00014609809,0.0000016310687,0.000050514904,0.000106428495,0.000011592849,0.0023660106],"genre_scores_gemma":[0.996216,0.00010972607,0.0006337701,0.000031777872,0.000001373386,0.000045575038,0.00015120291,0.0000058344945,0.0028046696],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.9995745,0.00014549964,0.000020051706,0.000030420122,0.00011082485,0.00011873544],"domain_scores_gemma":[0.99897397,0.00035283616,0.0001656735,0.00007628227,0.00018873239,0.00024255797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010735395,0.00040865,0.00019353435,0.0011920246,0.0022705821,0.000804981,0.0007622757,0.0009867046,0.002290114],"category_scores_gemma":[0.0014230636,0.00023383867,0.00030250003,0.002162281,0.00094421685,0.0008131136,0.0011999073,0.00044024477,0.00019085228],"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":[0.000601779,0.0015354792,0.74606514,0.00067449355,0.00015331562,0.05558106,0.06725349,0.025224296,0.0062996503,0.0078327665,0.007498527,0.08128003],"study_design_scores_gemma":[0.00016831311,0.0013782489,0.5750515,0.0003240501,0.00012150929,0.005266744,0.31241852,0.05121796,0.0064182333,0.0020894085,0.045389082,0.00015642535],"about_ca_topic_score_codex":0.1550605,"about_ca_topic_score_gemma":0.2896429,"teacher_disagreement_score":0.1550605,"about_ca_system_score_codex":0.003352112,"about_ca_system_score_gemma":0.004668948,"threshold_uncertainty_score":0.30831587},"labels":[],"label_agreement":null},{"id":"W1999135488","doi":"10.2523/iptc-10307-ms","title":"A New GTL Technology - Steam/CO2 Reforming and FT Synthesis with Novel Catalysts","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Catalytic Processes in Materials Science","field":"Materials 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":"Petro-Canada","funders":"","keywords":"Steam reforming; Catalysis; Process engineering; Chemical engineering; Materials science; Environmental science; Hydrogen production; Chemistry; Engineering; Organic chemistry","score_opus":0.009838287194549312,"score_gpt":0.24106278598596992,"score_spread":0.2312244987914206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999135488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8373969,0.0066145565,0.13344876,0.00059880904,0.0003035324,0.00027158423,0.0005550424,0.0012973449,0.019513395],"genre_scores_gemma":[0.932724,0.0016729038,0.059425823,0.00008660047,0.00005419304,0.00008524647,0.00040364917,0.000085445885,0.005462188],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99977976,0.000018005343,0.000024705625,0.000061023104,0.00008817085,0.000028382034],"domain_scores_gemma":[0.99994063,0.000006112592,0.000011566918,0.000015353562,0.000015104389,0.000011140529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019930888,0.0003111437,0.00033466824,0.0006271668,0.00023246132,0.00051794766,0.00041192328,0.00042887963,0.0012911705],"category_scores_gemma":[0.00012919128,0.00020212539,0.00044311097,0.00041786573,0.00029437305,0.0010251348,0.00043430354,0.00047023437,0.00060746016],"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":[0.000060906958,0.000050204202,0.00032200554,0.00022240737,0.000014507028,0.00020973512,0.000038014125,0.00060425984,0.9787564,0.0011004542,0.00028787335,0.0183332],"study_design_scores_gemma":[0.000035532095,0.00026976966,0.0009820958,0.000008354615,0.000031347277,0.0005208224,0.000027706516,0.007062787,0.9756798,0.00033299415,0.01503271,0.000016011569],"about_ca_topic_score_codex":0.0007003556,"about_ca_topic_score_gemma":0.00091203523,"teacher_disagreement_score":0.0012911705,"about_ca_system_score_codex":0.00048660432,"about_ca_system_score_gemma":0.00027657475,"threshold_uncertainty_score":0.00431937},"labels":[],"label_agreement":null},{"id":"W1999684519","doi":"10.2523/iptc-17481-ms","title":"Treatment of Produced Water from Unconventional Resources by Membrane Distillation","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Water-Energy-Food Nexus Studies","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":"ConocoPhillips (Canada)","funders":"","keywords":"Brackish water; Desalination; Produced water; Total dissolved solids; Membrane distillation; Environmental science; Reverse osmosis; Low-temperature thermal desalination; Saline water; Groundwater; Environmental engineering; Fouling; Total suspended solids; Distillation; Water treatment; Salinity; Forward osmosis; Membrane fouling; Chemistry; Membrane; Geology; Chromatography; Wastewater; Chemical oxygen demand; Geotechnical engineering","score_opus":0.007912796556317747,"score_gpt":0.204678009710401,"score_spread":0.19676521315408327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999684519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99611145,0.00008662779,0.0022766255,0.000056901084,0.000009641047,0.000044349534,0.0002613469,0.00003405589,0.0011190394],"genre_scores_gemma":[0.9926208,0.00015437801,0.005093805,0.00003079306,0.0000022719425,0.000034902965,0.00019487909,0.000010150204,0.0018578804],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998908,0.000017487439,0.000010680898,0.000020896216,0.000039911014,0.000020138266],"domain_scores_gemma":[0.99993706,0.000015370077,0.000015723346,0.0000057097373,0.000020285523,0.0000058565943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015645113,0.00025390886,0.00018195531,0.00018233861,0.00020842075,0.00028449355,0.00022561954,0.00030578504,0.0012275968],"category_scores_gemma":[0.00016100942,0.00007608716,0.00023106474,0.00023595082,0.00014080171,0.00025243257,0.00017706546,0.00027428777,0.0002617692],"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":[0.00004277617,0.000027436417,0.000504511,0.00006435159,0.0000039163556,0.00006622056,0.000027865368,0.00034207734,0.99666864,0.000034967543,0.0000590203,0.002158204],"study_design_scores_gemma":[0.0000045785982,0.000105391766,0.0011434021,0.0000031097272,0.0000035007574,0.000023139071,0.00003599036,0.00075957837,0.99698657,0.000007869812,0.00092363707,0.00000318623],"about_ca_topic_score_codex":0.0024219598,"about_ca_topic_score_gemma":0.0042044474,"teacher_disagreement_score":0.0024219598,"about_ca_system_score_codex":0.00032742225,"about_ca_system_score_gemma":0.00020203136,"threshold_uncertainty_score":0.0048157573},"labels":[],"label_agreement":null},{"id":"W2000407569","doi":"10.2523/iptc-17983-ms","title":"Automated Racking-Board Pipe-Handling System Eliminates Hazards of Tripping Operations, Reduces Rig Personnel, and Creates Consistent Tripping Speeds in Line with Best Rig Crew Performance","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Oil and Gas Production Techniques","field":"Engineering","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":"Tripping; Crew; Marine engineering; Drill pipe; Drilling rig; Engineering; On board; Drill; Line (geometry); Automotive engineering; Climb; Computer science; Aeronautics; Drilling; Mechanical engineering","score_opus":0.00960753908367792,"score_gpt":0.22432942759617064,"score_spread":0.21472188851249271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000407569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67259717,0.00025630667,0.24622731,0.0002616629,0.00023402355,0.0012298931,0.0011593285,0.033311125,0.0447232],"genre_scores_gemma":[0.8931644,0.00012444024,0.06582055,0.000112673544,0.000035590492,0.00018805226,0.0012240855,0.00071171,0.03861847],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99961287,0.000029766557,0.000018325427,0.00007204995,0.00019937484,0.000067645684],"domain_scores_gemma":[0.99930763,0.000039804632,0.00009545921,0.00013236426,0.00036133284,0.000063509055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021455156,0.0005431615,0.00042098478,0.00062923273,0.00047876095,0.0004879257,0.00083548424,0.0003624601,0.017615104],"category_scores_gemma":[0.0005043316,0.00021207353,0.00025388418,0.0002536531,0.000288492,0.00051829976,0.0005428456,0.00029051516,0.0057675233],"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":[0.0011635175,0.0008788518,0.01388474,0.00051429606,0.000042728614,0.0003703248,0.00059802196,0.010318674,0.5009647,0.0006851378,0.01905998,0.45151904],"study_design_scores_gemma":[0.00048464717,0.006835038,0.1828509,0.00019798796,0.00021485897,0.0016952073,0.0010587445,0.12471948,0.49168232,0.00059206446,0.18934043,0.00032829886],"about_ca_topic_score_codex":0.0057812193,"about_ca_topic_score_gemma":0.010132324,"teacher_disagreement_score":0.017615104,"about_ca_system_score_codex":0.00035802394,"about_ca_system_score_gemma":0.0007039665,"threshold_uncertainty_score":0.05892843},"labels":[],"label_agreement":null},{"id":"W2000530111","doi":"10.2523/iptc-16473-ms","title":"Collapse Strength Study for the Solid Expandable Tubular","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Construction Engineering and Safety","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":"Petro-Canada","funders":"PetroChina Company Limited","keywords":"Ovality; Eccentricity (behavior); Casing; Structural engineering; Materials science; Expansion ratio; Residual; Mathematics; Mechanics; Engineering; Composite material; Mechanical engineering; Physics","score_opus":0.008168050120446312,"score_gpt":0.22692821867742938,"score_spread":0.21876016855698308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000530111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787066,0.00068434177,0.017330086,0.000059254813,0.00003039528,0.00004056793,0.00017231009,0.0001295752,0.0028467223],"genre_scores_gemma":[0.9968286,0.00018672469,0.0018162929,0.000015335367,0.000005153092,0.000011275113,0.000104332714,0.000011684926,0.0010205331],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993292,0.00003773563,0.000023432287,0.00007272166,0.00048833614,0.000048609396],"domain_scores_gemma":[0.9992397,0.00016733185,0.000097121905,0.00007032888,0.00037108728,0.00005452162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004973682,0.00024903158,0.0003370442,0.0008218842,0.00028961612,0.000206041,0.00055613497,0.0003716844,0.0027032723],"category_scores_gemma":[0.001271769,0.00018405535,0.00039268646,0.00036988236,0.0005155184,0.00064525555,0.00041354116,0.00043812642,0.00026844494],"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":[0.00014297332,0.00004208803,0.0019058238,0.0001953256,0.000019760118,0.00045186197,0.00018427864,0.007443028,0.9784363,0.0012381212,0.00020859353,0.009731884],"study_design_scores_gemma":[0.000009764286,0.000655561,0.011109136,0.000024673329,0.000028043114,0.0003308851,0.0001541761,0.04711875,0.9381519,0.00040873783,0.0019644974,0.000043925356],"about_ca_topic_score_codex":0.0012008556,"about_ca_topic_score_gemma":0.0011289207,"teacher_disagreement_score":0.0027032723,"about_ca_system_score_codex":0.00026929783,"about_ca_system_score_gemma":0.00015712343,"threshold_uncertainty_score":0.0090433955},"labels":[],"label_agreement":null},{"id":"W2000871642","doi":"10.2523/iptc-14279-ms","title":"Avoiding Sustained Casing Pressure in Gas wells using Self Healing Cement","year":2011,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Schlumberger (Canada)","funders":"Abu Dhabi National Oil Company","keywords":"Wellhead; Casing; Petroleum engineering; Cement; Annulus (botany); Residual oil; Oil well; Environmental science; Seal (emblem); Completion (oil and gas wells); Fossil fuel; Clogging; Natural gas field; Geology; Geotechnical engineering; Natural gas; Materials science; Engineering; Waste management; Composite material","score_opus":0.01954430207521651,"score_gpt":0.22176959651040118,"score_spread":0.20222529443518467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000871642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97261477,0.0013668045,0.020423247,0.00026749083,0.000059367252,0.00012549794,0.0000846085,0.0005168748,0.004541294],"genre_scores_gemma":[0.9909952,0.00016763527,0.0071841413,0.000019644272,0.000003108267,0.000013046119,0.00002164624,0.000016775353,0.0015787937],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996505,0.000030568837,0.000024274921,0.000035421872,0.00021102338,0.00004813035],"domain_scores_gemma":[0.99953663,0.00009118327,0.00015720866,0.000053258198,0.000114615665,0.000047134497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032060928,0.00029957836,0.00020497113,0.00058941013,0.00037535108,0.00055801944,0.000497027,0.00064110896,0.001672177],"category_scores_gemma":[0.00072495494,0.00016115194,0.0002080929,0.00033576728,0.00037800043,0.00063803775,0.0005178894,0.0003616083,0.00039860216],"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":[0.00036226297,0.00021316274,0.009108906,0.00063445454,0.000015830181,0.0024807076,0.00055092544,0.006941778,0.9003648,0.0015003158,0.0010347846,0.07679209],"study_design_scores_gemma":[0.000038714097,0.0022079013,0.018264363,0.00014169012,0.000044360248,0.003698729,0.0009325624,0.017069412,0.94093543,0.0008195681,0.01577718,0.00007016237],"about_ca_topic_score_codex":0.0010939529,"about_ca_topic_score_gemma":0.0030024054,"teacher_disagreement_score":0.001672177,"about_ca_system_score_codex":0.00031078586,"about_ca_system_score_gemma":0.0003805386,"threshold_uncertainty_score":0.005594015},"labels":[],"label_agreement":null},{"id":"W2002621921","doi":"10.2523/iptc-17853-ms","title":"Fracture and Wellbore Spacing Optimization in Multistage Fractured Horizontal Wellbores: Learnings from Our Experience on Canadian Unconventional Resources","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"Microseism; Petroleum engineering; Geology; Fracture (geology); Petrophysics; Hydraulic fracturing; Reservoir modeling; Reservoir simulation; Tight gas; Permeability (electromagnetism); Geotechnical engineering; Seismology","score_opus":0.004357314074885253,"score_gpt":0.20664253136624047,"score_spread":0.2022852172913552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002621921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9615741,0.0007346614,0.02570788,0.0009964579,0.000018488841,0.0001791454,0.00024706507,0.00021285792,0.010329311],"genre_scores_gemma":[0.9254766,0.0009593056,0.06918068,0.00007969619,0.000005496415,0.0000407251,0.00028087405,0.00010363322,0.003872949],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9986029,0.00020208163,0.000057168447,0.00016648356,0.00061129895,0.00036012856],"domain_scores_gemma":[0.99771935,0.0005957122,0.00010790118,0.000173928,0.001031346,0.0003718576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025583617,0.00078876107,0.00048761626,0.0008149058,0.002825277,0.001848559,0.0018509376,0.00081360614,0.0010483813],"category_scores_gemma":[0.0031888993,0.00038413715,0.000527533,0.0016094577,0.0015529823,0.00090396515,0.000998821,0.00091380614,0.00015022924],"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":[0.00031431654,0.0012094759,0.04748712,0.00050984276,0.00008433608,0.0010652223,0.0071714288,0.5816991,0.029926807,0.0063349293,0.004825684,0.31937182],"study_design_scores_gemma":[0.00013657333,0.0018896288,0.091044344,0.00027831402,0.00016774233,0.0006201654,0.024065157,0.7202534,0.07127977,0.0051484248,0.084592976,0.0005235486],"about_ca_topic_score_codex":0.7940251,"about_ca_topic_score_gemma":0.91867644,"teacher_disagreement_score":0.20597488,"about_ca_system_score_codex":0.018309807,"about_ca_system_score_gemma":0.02372682,"threshold_uncertainty_score":0.41437578},"labels":[],"label_agreement":null},{"id":"W2002666260","doi":"10.2523/iptc-11047-abstract","title":"Egyptian LNG - The Value of Standardisation","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","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":"ConocoPhillips (Canada)","funders":"","keywords":"Schedule; Train; Internal rate of return; Project management; Grassroots; Market penetration; Operations research; Business; Operations management; Finance; Environmental economics; Computer science; Engineering; Economics; Marketing","score_opus":0.006096087205662614,"score_gpt":0.22882077463482495,"score_spread":0.22272468742916232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002666260","genre_codex":"other","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":[0.0921477,0.020762216,0.015225614,0.12253581,0.0012239247,0.00017360781,0.0006765907,0.00063982606,0.7466147],"genre_scores_gemma":[0.79658884,0.009688869,0.013263918,0.009964122,0.00030279087,0.00008918401,0.0005721027,0.0002220678,0.16930811],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99422646,0.0017627537,0.00034693087,0.00063641585,0.0021869487,0.0008405165],"domain_scores_gemma":[0.991848,0.0014900565,0.0008046504,0.0020500268,0.0033388066,0.0004685803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010429115,0.0004043157,0.00030190597,0.001652236,0.0015169458,0.008687809,0.0013857544,0.0022434304,0.0137209445],"category_scores_gemma":[0.012823676,0.00022460517,0.00026605773,0.0026277856,0.0041650077,0.0054229964,0.004278765,0.0023077345,0.0016959244],"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":[0.00011931043,0.00003272075,0.0034607726,0.00029982714,0.000025136462,0.00048607466,0.0017908422,0.0020005724,0.0007341364,0.6643756,0.034680735,0.2919943],"study_design_scores_gemma":[0.00001746155,0.00008304447,0.011123824,0.0006207587,0.000016859107,0.00037772334,0.003694154,0.0011321745,0.0015243054,0.083246775,0.8981254,0.00003749728],"about_ca_topic_score_codex":0.020630213,"about_ca_topic_score_gemma":0.013322935,"teacher_disagreement_score":0.020630213,"about_ca_system_score_codex":0.013393845,"about_ca_system_score_gemma":0.010617525,"threshold_uncertainty_score":0.09717965},"labels":[],"label_agreement":null},{"id":"W2006060044","doi":"10.2523/iptc-18214-ms","title":"Development of Solvent and Steam-Solvent Heavy Oil Recovery Processes Through an Integrated Program of Simulation, Laboratory Testing and Field Trials","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Imperial Oil (Canada)","funders":"Alberta Innovates; Government of Alberta; Climate Change and Emissions Management Corporation","keywords":"Process engineering; Environmental science; Field trial; Oil field; Waste management; Resource recovery; Resource (disambiguation); Field (mathematics); Enhanced oil recovery; Systems engineering; Engineering; Petroleum engineering; Computer science","score_opus":0.04761603856155619,"score_gpt":0.32578050152359483,"score_spread":0.27816446296203867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006060044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8990399,0.00044827414,0.09219041,0.00023894549,0.000046152018,0.0012084866,0.00028212232,0.0006296366,0.005916028],"genre_scores_gemma":[0.90830106,0.0005364567,0.08818835,0.000034085264,0.000006468792,0.0004418373,0.00033937083,0.00003520926,0.0021171381],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990502,0.00023097702,0.00007867956,0.000094369745,0.00042958301,0.0001161853],"domain_scores_gemma":[0.9991406,0.00027524974,0.0000876012,0.00008412338,0.00035131373,0.0000611218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027001272,0.00054169085,0.00065857754,0.00048546624,0.00054400193,0.0011178108,0.0009172344,0.00052765413,0.00089028274],"category_scores_gemma":[0.0012891146,0.00027969264,0.0006538299,0.00045364664,0.00047593954,0.00079323427,0.0007164505,0.00075845316,0.00021242],"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":[0.0010857497,0.0037295287,0.010077251,0.0005711416,0.00009211079,0.00026210514,0.0003945892,0.4870369,0.38295266,0.0031855053,0.00092069566,0.10969175],"study_design_scores_gemma":[0.00032442494,0.0062106624,0.003147073,0.00005971269,0.00006582744,0.00007998096,0.00030609654,0.51869005,0.46292877,0.0007029154,0.0073918463,0.00009264744],"about_ca_topic_score_codex":0.0094821155,"about_ca_topic_score_gemma":0.010487869,"teacher_disagreement_score":0.0094821155,"about_ca_system_score_codex":0.0016699122,"about_ca_system_score_gemma":0.0023483403,"threshold_uncertainty_score":0.018853843},"labels":[],"label_agreement":null},{"id":"W2006914675","doi":"10.2523/iptc-11806-ms","title":"The Role of Unconventional Hydrocarbon Resources in Shaping the Energy Future","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":16,"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":"Unconventional oil; Natural resource economics; Oil shale; Fossil fuel; Tight oil; Resource (disambiguation); Production (economics); Peak oil; Shale gas; Asphalt; Energy resources; Petroleum industry; Tight gas; Environmental science; Petroleum engineering; Geology; Hydraulic fracturing; Geography; Economics; Climate change; Engineering; Computer science; Waste management; Paleontology; Environmental engineering","score_opus":0.008867396279652467,"score_gpt":0.2553064406913035,"score_spread":0.24643904441165101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006914675","genre_codex":"other","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":[0.3244712,0.027335359,0.008450404,0.12103798,0.0009823621,0.000036630656,0.00060973625,0.00010297991,0.5169734],"genre_scores_gemma":[0.9788148,0.007218569,0.0011618802,0.0021577668,0.00008677392,0.000012104736,0.0000906299,0.000026685702,0.010430792],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99970764,0.00007418695,0.000010363789,0.000037771966,0.00007939046,0.000090678084],"domain_scores_gemma":[0.9995134,0.000092672,0.00006612984,0.000026656264,0.00017870015,0.00012240605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008193763,0.00018489262,0.00011746837,0.00071387057,0.0017736135,0.004725125,0.0004044699,0.001165213,0.0056364597],"category_scores_gemma":[0.0008863047,0.00011792662,0.00013564606,0.0010094494,0.0035060202,0.0038716504,0.002558301,0.0015798324,0.00047979844],"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":[0.00006393758,0.00005350297,0.019656837,0.00020039892,0.00002526005,0.0010213461,0.00738803,0.0075325314,0.0029671448,0.8358095,0.028075464,0.09720593],"study_design_scores_gemma":[0.0000032067558,0.000032783046,0.024248008,0.00031022917,0.000006214354,0.00027568563,0.019325837,0.003542925,0.0012860893,0.29395995,0.6569532,0.000055802866],"about_ca_topic_score_codex":0.016685275,"about_ca_topic_score_gemma":0.03972083,"teacher_disagreement_score":0.016685275,"about_ca_system_score_codex":0.0041539017,"about_ca_system_score_gemma":0.0023305502,"threshold_uncertainty_score":0.033176303},"labels":[],"label_agreement":null},{"id":"W2007381961","doi":"10.2523/iptc-17447-ms","title":"Estimation of Rock Compressive Strength Using Downhole Weight-on-Bit and Drilling Models","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":17,"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":"Shell Canada","keywords":"Drilling; Geology; Borehole; Drill; Drill bit; Compressive strength; Well logging; Coring; Drill string; Measurement while drilling; Completion (oil and gas wells); Drag; Geotechnical engineering; Hydraulic fracturing; Petroleum engineering; Engineering; Materials science","score_opus":0.010292120146758345,"score_gpt":0.2121377666718769,"score_spread":0.20184564652511855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007381961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6460386,0.000064046835,0.34979653,0.0000453404,0.000008874988,0.00006761056,0.0003613666,0.00083982176,0.0027778775],"genre_scores_gemma":[0.9814139,0.000018450066,0.017988065,0.0000037161042,9.912686e-7,0.000022590279,0.000108445754,0.000022355029,0.00042155143],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998412,0.00002426645,0.000011744161,0.000045179884,0.000054714812,0.000022819604],"domain_scores_gemma":[0.9995621,0.0001618269,0.000108758024,0.00004077648,0.00009949824,0.000027009064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027594893,0.00064030144,0.00030770287,0.0008091454,0.0001710976,0.00048443887,0.0007508608,0.0005186956,0.00092352333],"category_scores_gemma":[0.0012606387,0.00046109,0.00036938023,0.0004267016,0.0002485235,0.00069779396,0.00039223934,0.00028869588,0.0002574992],"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":[0.000049566774,0.000025878258,0.011396314,0.00002255104,0.000016296917,0.00004991957,0.000027325666,0.96785206,0.0046995366,0.0002893451,0.00006790894,0.01550325],"study_design_scores_gemma":[0.0000011826987,0.0000067340957,0.0011780628,0.0000016077969,0.0000015686394,0.0000059846557,0.0000030229828,0.99800617,0.0006936293,0.000055678396,0.000043192504,0.0000032032726],"about_ca_topic_score_codex":0.020545522,"about_ca_topic_score_gemma":0.019991677,"teacher_disagreement_score":0.020545522,"about_ca_system_score_codex":0.00051591045,"about_ca_system_score_gemma":0.00067265885,"threshold_uncertainty_score":0.04085183},"labels":[],"label_agreement":null},{"id":"W2007499791","doi":"10.2523/iptc-10617-ms","title":"State-of-the-Art of Heavy-Oil Development in China and Its Technology Challenges","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Petro-Canada","funders":"PetroChina Company Limited","keywords":"Steam injection; Petroleum engineering; Environmental science; Oil production; Steam-assisted gravity drainage; Oil in place; Flooding (psychology); Technology development; Enhanced oil recovery; Petroleum; Waste management; Oil sands; Engineering; Geology; Asphalt; Geography","score_opus":0.015740025483721012,"score_gpt":0.2542705204351561,"score_spread":0.23853049495143508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007499791","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":[0.26028392,0.5043018,0.03956056,0.028846666,0.0014549411,0.00038258836,0.0022770602,0.00069104525,0.16220155],"genre_scores_gemma":[0.62228185,0.33247015,0.012336693,0.0019892715,0.00070725195,0.00012502265,0.0015961054,0.0000723628,0.028421266],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992267,0.00007226664,0.000070873335,0.00011800687,0.00037909235,0.0001330209],"domain_scores_gemma":[0.99873465,0.00019018012,0.00022259938,0.00008428397,0.0005624548,0.0002058001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016782889,0.0006606854,0.00039915962,0.0024578387,0.00075351074,0.0023543718,0.0012253223,0.0008557857,0.0053580613],"category_scores_gemma":[0.0008881167,0.00024837095,0.0004386686,0.0039876713,0.0009465795,0.0031728398,0.0014672832,0.0006297214,0.0008938531],"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":[0.00019885173,0.0001757562,0.04179476,0.005325539,0.000091664566,0.001029392,0.00074721174,0.008682403,0.01604341,0.06879064,0.023686076,0.8334344],"study_design_scores_gemma":[0.000055524237,0.0006764434,0.09966678,0.001764891,0.00012654667,0.00094258564,0.0032417474,0.031785596,0.026761407,0.030199401,0.8045524,0.00022672096],"about_ca_topic_score_codex":0.019117624,"about_ca_topic_score_gemma":0.011134291,"teacher_disagreement_score":0.019117624,"about_ca_system_score_codex":0.0028827349,"about_ca_system_score_gemma":0.009070419,"threshold_uncertainty_score":0.038012683},"labels":[],"label_agreement":null},{"id":"W2012104403","doi":"10.2523/iptc-11361-ms","title":"Surveillance &amp; Optimization of a Waterflooded Fractured Carbonate Reservoir","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","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":true,"ca_institutions":"University of Regina; Imperial Oil (Canada)","funders":"Imperial Oil Limited","keywords":"Petroleum engineering; Geology; Inflow; Completion (oil and gas wells); Water injection (oil production); Injection well; Environmental geology; Permeability (electromagnetism); Geobiology; Well logging; Carbonate; Economic geology; Sampling (signal processing); Fossil fuel; Natural gas; Petroleum; Mining engineering; Regional geology; Geotechnical engineering; Engineering; Hydrogeology; Metamorphic petrology","score_opus":0.015500838696056281,"score_gpt":0.2709194218353359,"score_spread":0.2554185831392796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012104403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98762983,0.000110429246,0.008597733,0.0000803219,0.000008010003,0.0001244909,0.00019141227,0.0001912433,0.0030665125],"genre_scores_gemma":[0.99419713,0.000043692067,0.0047517866,0.000006401384,0.0000011510372,0.000017127266,0.00009259708,0.0000063877724,0.00088363787],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962044,0.000031648466,0.000016788586,0.00004148963,0.0002101222,0.000079479745],"domain_scores_gemma":[0.9996785,0.000046742403,0.00006352718,0.000025727733,0.00013151542,0.00005401703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002992124,0.00033376654,0.00031599254,0.00048214514,0.000496385,0.00064730755,0.0006205746,0.00030215934,0.0006664812],"category_scores_gemma":[0.00061577634,0.0001849367,0.0002201359,0.00037344248,0.0002803692,0.0002993468,0.00037670846,0.00023678038,0.00008690171],"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":[0.0008172764,0.0008213966,0.038150333,0.00031023184,0.00003972175,0.002124158,0.0003017335,0.49403143,0.31825525,0.0010780956,0.0014815402,0.14258887],"study_design_scores_gemma":[0.000056905803,0.0019172091,0.03292542,0.000021976204,0.00004203027,0.00033081934,0.000514623,0.7615478,0.19885133,0.00022065322,0.0035145034,0.000056726018],"about_ca_topic_score_codex":0.043693233,"about_ca_topic_score_gemma":0.0714183,"teacher_disagreement_score":0.043693233,"about_ca_system_score_codex":0.0015957851,"about_ca_system_score_gemma":0.001984433,"threshold_uncertainty_score":0.08687782},"labels":[],"label_agreement":null},{"id":"W2013486770","doi":"10.2523/iptc-11492-ms","title":"Use of Real-Time Dynamic Data to Generate Fracture Network Models","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Fracture (geology); Computer science; Artificial neural network; Sensitivity (control systems); Software; Production (economics); Data mining; Real-time computing; Simulation; Artificial intelligence; Geology; Engineering; Geotechnical engineering","score_opus":0.050121243639879395,"score_gpt":0.30514795157592284,"score_spread":0.25502670793604343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013486770","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":[0.25309333,0.000063359264,0.7415784,0.00013449689,0.000045573168,0.00007258947,0.0008655277,0.0018113212,0.0023353007],"genre_scores_gemma":[0.8689861,0.00003297204,0.1297644,0.000016072752,0.000005452279,0.00006883205,0.00053639314,0.000078978526,0.00051085977],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997497,0.00005734359,0.000020320094,0.0000666981,0.000088824214,0.000017234917],"domain_scores_gemma":[0.99885654,0.0005266224,0.00011633062,0.00023914542,0.00023204026,0.00002931738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006627237,0.0004367959,0.0002482959,0.00073444267,0.00021571112,0.00043971214,0.00079544977,0.0005084414,0.0014978581],"category_scores_gemma":[0.002404242,0.00031036895,0.00048359038,0.0004453063,0.0002799338,0.0007144882,0.0003714568,0.00050602225,0.00017458711],"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":[0.000024289206,0.00002135256,0.001645678,0.000021224329,0.00001320823,0.000037388196,0.000020102498,0.98206055,0.0023966702,0.00063923426,0.00011204983,0.013008332],"study_design_scores_gemma":[0.0000019065142,0.000009641011,0.00034825443,0.0000021422006,0.000001869136,0.00000764348,0.0000040312316,0.99725217,0.0017999666,0.00036313853,0.00020474578,0.0000045415873],"about_ca_topic_score_codex":0.0063520814,"about_ca_topic_score_gemma":0.0061736247,"teacher_disagreement_score":0.0063520814,"about_ca_system_score_codex":0.00059372146,"about_ca_system_score_gemma":0.0003960359,"threshold_uncertainty_score":0.012630165},"labels":[],"label_agreement":null},{"id":"W2014811189","doi":"10.2523/iptc-11971-ms","title":"Characterization of Fracture Dynamic Parameters to Simulate Naturally Fractured Reservoirs","year":2008,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Husky Energy (Canada)","funders":"","keywords":"Fracture (geology); Permeability (electromagnetism); Geology; Petroleum engineering; Porosity; Geotechnical engineering; Mechanics","score_opus":0.007498649906641104,"score_gpt":0.223530551282177,"score_spread":0.2160319013755359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014811189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98586684,0.00004238623,0.012549209,0.000032074146,0.000005323413,0.000038320788,0.00028944304,0.00016681565,0.0010096487],"genre_scores_gemma":[0.9977984,0.000010595944,0.0019871623,0.0000031226978,4.0946466e-7,0.000015788846,0.00006944906,0.0000057463635,0.00010944485],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999869,0.00002945308,0.000010184033,0.00002364999,0.00004200944,0.0000258169],"domain_scores_gemma":[0.9993612,0.0003909054,0.000070100774,0.00005657245,0.00010254768,0.000018705086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028873995,0.00035659803,0.0002770046,0.00047155807,0.00021197651,0.00034300622,0.0004585312,0.000607521,0.00081005145],"category_scores_gemma":[0.0010427664,0.00020367073,0.0004611142,0.00026996157,0.0002671726,0.00028915313,0.00023046782,0.0003399137,0.00006222613],"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":[0.00005436246,0.00005934427,0.0046863304,0.00002948628,0.000012285523,0.000057209458,0.000019741252,0.9818148,0.010595192,0.00012502095,0.000043967375,0.002502269],"study_design_scores_gemma":[0.000005162962,0.00007646729,0.002418752,0.0000028904421,0.000005647188,0.000015105715,0.000015963946,0.98898685,0.008304857,0.00007656011,0.00008585707,0.0000060101283],"about_ca_topic_score_codex":0.009341339,"about_ca_topic_score_gemma":0.0061229905,"teacher_disagreement_score":0.009341339,"about_ca_system_score_codex":0.00055319717,"about_ca_system_score_gemma":0.00034271582,"threshold_uncertainty_score":0.01857394},"labels":[],"label_agreement":null},{"id":"W2018411334","doi":"10.2523/iptc-18142-ms","title":"Slickwater Chemistry Concerns and Field Water Management in Tight Gas","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Oil and Gas Production 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":true,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Produced water; Hydraulic fracturing; Environmental science; Water treatment; Petroleum engineering; Waste management; Environmental engineering; Engineering","score_opus":0.005913005667022591,"score_gpt":0.2149883997281944,"score_spread":0.2090753940611718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018411334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97927123,0.00011445214,0.004139932,0.00047632284,0.000013821232,0.0002099271,0.00006660513,0.00008421973,0.015623544],"genre_scores_gemma":[0.98566693,0.00010634673,0.0042466745,0.00011038691,0.0000047531476,0.00004352154,0.000071915325,0.000022353372,0.009727161],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985905,0.00036054984,0.000053580374,0.00016263347,0.0005682337,0.00026453944],"domain_scores_gemma":[0.99818134,0.00043215268,0.00030681616,0.00006776794,0.00078609225,0.00022595606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019235874,0.00032515737,0.00022044823,0.00085843424,0.0026121333,0.002086412,0.0010292655,0.00076480163,0.004431501],"category_scores_gemma":[0.0022653565,0.00023442287,0.00016727798,0.0005881352,0.0015616303,0.0014151596,0.00088631985,0.00056599843,0.00021332013],"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":[0.0030758479,0.0030187871,0.12460568,0.0009096435,0.00007919431,0.008144215,0.023860648,0.038495127,0.4486623,0.030312978,0.006516014,0.31231952],"study_design_scores_gemma":[0.00018105625,0.01565252,0.2768652,0.0003803704,0.0001003824,0.0020156067,0.13901056,0.03587126,0.371125,0.012853666,0.14554378,0.00040058544],"about_ca_topic_score_codex":0.08465695,"about_ca_topic_score_gemma":0.21978527,"teacher_disagreement_score":0.08465695,"about_ca_system_score_codex":0.007332893,"about_ca_system_score_gemma":0.0051079853,"threshold_uncertainty_score":0.1683284},"labels":[],"label_agreement":null},{"id":"W2018986257","doi":"10.2523/iptc-13926-ms","title":"Human Factors in Large Capital Projects","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Occupational Health and Safety Research","field":"Health Professions","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":"Imperial Oil (Canada)","funders":"","keywords":"Operability; Process (computing); Computer science; Risk analysis (engineering); Engineering; Workforce; Engineering design process; Systems engineering; Process management; Construction engineering; Software engineering","score_opus":0.07092485713760092,"score_gpt":0.44859879074078257,"score_spread":0.37767393360318163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018986257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9508336,0.00052107713,0.0020655522,0.0012033447,0.00004034234,0.0003144441,0.00010620128,0.0000632713,0.044852108],"genre_scores_gemma":[0.9946279,0.00018971048,0.000797579,0.000059498285,0.0000075039316,0.00009330804,0.00003666146,0.00000655229,0.004181284],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9929519,0.0046704086,0.00021424839,0.00030380845,0.0010314479,0.00082815887],"domain_scores_gemma":[0.9860897,0.0055537755,0.0020095853,0.0007344202,0.0017937451,0.003818818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006236839,0.0002984597,0.00020880483,0.0012442304,0.003344091,0.0028874371,0.0007916137,0.0005733343,0.008995642],"category_scores_gemma":[0.013824146,0.00021879796,0.00016188921,0.0013013565,0.0014577904,0.0007309462,0.0036666775,0.0007564757,0.0007210991],"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":[0.00069670647,0.002020096,0.44264653,0.0005110306,0.00008547928,0.0027176987,0.054076992,0.007309102,0.0016829855,0.012940595,0.022159226,0.45315355],"study_design_scores_gemma":[0.0000900573,0.0021667834,0.7994425,0.00049380376,0.00003662537,0.00066579645,0.08769337,0.0060108067,0.0009388465,0.00490341,0.097429626,0.00012832455],"about_ca_topic_score_codex":0.019489702,"about_ca_topic_score_gemma":0.020762438,"teacher_disagreement_score":0.019489702,"about_ca_system_score_codex":0.005081006,"about_ca_system_score_gemma":0.0048207045,"threshold_uncertainty_score":0.038752496},"labels":[],"label_agreement":null},{"id":"W2020386769","doi":"10.2523/iptc-17394-ms","title":"Advanced Technologies For Produced Water Treatment And Reuse","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Oil and Gas Production 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":"Produced water; Reuse; Membrane distillation; Waste management; Environmental science; Distillation; Petroleum; Water treatment; Effluent; Filtration (mathematics); Unconventional oil; Petroleum industry; Fossil fuel; Environmental engineering; Membrane; Chemistry; Engineering; Desalination","score_opus":0.008827784518176215,"score_gpt":0.2299397504197821,"score_spread":0.22111196590160587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020386769","genre_codex":"methods","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":[0.3107135,0.119269244,0.38527748,0.005285776,0.0017816585,0.0010234785,0.0019037306,0.0015673989,0.17317775],"genre_scores_gemma":[0.7920908,0.045520224,0.10482867,0.0008394552,0.00031920066,0.00038039425,0.0011709048,0.00011780727,0.054732665],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990594,0.00009783911,0.000051470728,0.00012393101,0.00058278575,0.00008463184],"domain_scores_gemma":[0.9997775,0.000025255267,0.000046769015,0.000036643803,0.00009816608,0.000015684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005865255,0.0005430114,0.00038852828,0.0014069625,0.0005709368,0.0014103517,0.00070905685,0.0009911498,0.0047905524],"category_scores_gemma":[0.00031302142,0.00021536957,0.00081469223,0.0011909878,0.00063134544,0.0013646361,0.0011580592,0.0012277453,0.002672082],"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":[0.000142195,0.0002557536,0.001290786,0.0017656274,0.000069774265,0.0004953709,0.00014190699,0.0038846899,0.73290235,0.028602244,0.005018248,0.22543101],"study_design_scores_gemma":[0.000050042352,0.000543915,0.0017736893,0.00023149568,0.00006161158,0.00083023787,0.000101213445,0.0057352344,0.7114869,0.009010765,0.27014217,0.000032808934],"about_ca_topic_score_codex":0.0014408331,"about_ca_topic_score_gemma":0.0016574118,"teacher_disagreement_score":0.0047905524,"about_ca_system_score_codex":0.0013437176,"about_ca_system_score_gemma":0.0009825886,"threshold_uncertainty_score":0.01602596},"labels":[],"label_agreement":null},{"id":"W2020883855","doi":"10.2523/iptc-12307-ms","title":"Correction of Induction and Laterolog Charts for Evaluation of Gas Reservoirs","year":2008,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Petroleum engineering; Logging while drilling; Logging; Drill; Well logging; Drilling; Dual purpose; Lithology; Geology; Computer science; Environmental science; Engineering; Petrology; Mechanical engineering","score_opus":0.041848090074679926,"score_gpt":0.29809661543584093,"score_spread":0.256248525361161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020883855","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63706386,0.0012754587,0.32704794,0.0002559711,0.00078849203,0.00052412605,0.0055679283,0.017994177,0.0094820205],"genre_scores_gemma":[0.88836896,0.00035913463,0.10676738,0.000030753832,0.000030339355,0.00016493248,0.0017456614,0.00046221155,0.0020706079],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975332,0.0004907085,0.00019419515,0.00024484855,0.0014097024,0.00012730007],"domain_scores_gemma":[0.989902,0.0021546385,0.0008897382,0.0009717048,0.0058970605,0.00018478798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001624394,0.00093590777,0.00054069917,0.0038908473,0.00041282212,0.0011209982,0.0007644453,0.00043151138,0.0023631598],"category_scores_gemma":[0.011002094,0.00019652901,0.0003134879,0.00230535,0.00032285237,0.0008310632,0.00045511936,0.0005128759,0.0009325316],"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":[0.001254031,0.00028947467,0.13466628,0.0009860116,0.00007114987,0.0010508307,0.0009595208,0.08871748,0.1280676,0.0023535462,0.011971871,0.62961227],"study_design_scores_gemma":[0.000073644194,0.0007099892,0.16268644,0.00023428281,0.00014388352,0.0007129584,0.001126567,0.40198863,0.39768866,0.0017357726,0.032514926,0.00038431745],"about_ca_topic_score_codex":0.0037327395,"about_ca_topic_score_gemma":0.0034575462,"teacher_disagreement_score":0.0038908473,"about_ca_system_score_codex":0.0007040962,"about_ca_system_score_gemma":0.00090639945,"threshold_uncertainty_score":0.008590698},"labels":[],"label_agreement":null},{"id":"W2020987554","doi":"10.2523/iptc-18224-ms","title":"Bream Field (Phase 4) - EOR and Late Field Life Management","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Imperial Oil (Canada)","funders":"BHP Billiton","keywords":"Petroleum engineering; Natural gas field; Environmental science; Enhanced oil recovery; Residual oil; Natural gas; Fossil fuel; Boiler blowdown; Geology; Waste management; Engineering","score_opus":0.0094976022952562,"score_gpt":0.2666820187795144,"score_spread":0.2571844164842582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020987554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6751957,0.001662664,0.01618721,0.004213926,0.00018397985,0.0032270155,0.0019742232,0.0019649772,0.29539028],"genre_scores_gemma":[0.6809455,0.00058694615,0.01941351,0.00048470832,0.000048445992,0.000751616,0.0017045144,0.00014507148,0.29591963],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994838,0.00007913008,0.00001186413,0.00007738229,0.00015899363,0.00018873454],"domain_scores_gemma":[0.99900454,0.000048885504,0.00010200038,0.000074596115,0.00040529616,0.0003647305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013688828,0.00028552473,0.00013433391,0.0010208538,0.0015439139,0.0011738032,0.000985326,0.00047359127,0.01790391],"category_scores_gemma":[0.000825833,0.00017975888,0.00019187482,0.00038258248,0.00050789455,0.0007282253,0.0015566939,0.00059169764,0.0024408752],"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":[0.0005237128,0.0010473181,0.041486025,0.00051143265,0.00002591566,0.001917879,0.006628714,0.0029113027,0.057234317,0.010917656,0.056965366,0.8198304],"study_design_scores_gemma":[0.000049765684,0.0023483257,0.20080933,0.00030409105,0.000014439144,0.0006948012,0.004928939,0.0039103692,0.011336057,0.0017551711,0.7737926,0.00005603578],"about_ca_topic_score_codex":0.03407615,"about_ca_topic_score_gemma":0.09467468,"teacher_disagreement_score":0.03407615,"about_ca_system_score_codex":0.0037699454,"about_ca_system_score_gemma":0.005570234,"threshold_uncertainty_score":0.06775564},"labels":[],"label_agreement":null},{"id":"W2021705368","doi":"10.2523/iptc-11333-ms","title":"Spatial Variation Of San Juan Basin Fruitland Coalbed Methane Pressure Dependent Permeability: Magnitude And Functional Form","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydrocarbon exploration and reservoir analysis","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":"ConocoPhillips (Canada)","funders":"","keywords":"Infill; Coalbed methane; Permeability (electromagnetism); Structural basin; Geology; Drilling; Petroleum engineering; Outcrop; Hydrology (agriculture); Coal; Coal mining; Mining engineering; Geotechnical engineering; Geomorphology; Engineering","score_opus":0.01119145880756827,"score_gpt":0.22821659805745156,"score_spread":0.2170251392498833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021705368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991043,0.000019319757,0.00010007557,0.000008509409,5.257137e-7,0.0000016824312,0.00031055897,0.0000073576107,0.00044761473],"genre_scores_gemma":[0.99951816,0.000008891054,0.00008675196,0.0000011554838,7.6697324e-7,0.000002253774,0.0002055981,0.0000012333255,0.0001751888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99987733,0.000015546944,0.0000067235087,0.000056900477,0.000024787549,0.000018708055],"domain_scores_gemma":[0.99938023,0.00015319888,0.00018027001,0.00005602294,0.00017444897,0.00005588964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019003334,0.000095777636,0.00010419664,0.00091026985,0.00015723013,0.00036694185,0.00018742784,0.00020469262,0.0009869932],"category_scores_gemma":[0.0006133696,0.00009545031,0.000105388266,0.0008828276,0.00026658078,0.0002112606,0.00025664404,0.000072891446,0.00012130534],"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":[0.000074627475,0.000012404662,0.98846984,0.000012544421,0.00003151367,0.00007048272,0.00034430725,0.00081440335,0.0055154865,0.00010623174,0.00015628955,0.0043918015],"study_design_scores_gemma":[5.4895435e-7,0.0000039613765,0.99902797,0.0000012048184,0.0000015517413,0.000019679528,0.0001259548,0.0005909644,0.00012542692,0.000008515537,0.000092429866,0.0000017128185],"about_ca_topic_score_codex":0.035887387,"about_ca_topic_score_gemma":0.060861226,"teacher_disagreement_score":0.035887387,"about_ca_system_score_codex":0.00034348498,"about_ca_system_score_gemma":0.00015929223,"threshold_uncertainty_score":0.07135701},"labels":[],"label_agreement":null},{"id":"W2025938445","doi":"10.2523/iptc-16834-ms","title":"Case Studies of Using Far and Ultra-Far Seismic Data in Deep-Water Nigeria Erha North Field: Beauty and the Beast","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Imperial Oil (Canada)","funders":"Shell Exploration and Production Company","keywords":"Geology; Oil field; Channel (broadcasting); Seismology; Drill; Petroleum engineering; Petrology; Engineering","score_opus":0.03451536887664526,"score_gpt":0.29303902372751606,"score_spread":0.2585236548508708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025938445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948821,0.00012147063,0.0010595731,0.00034155961,0.000013248138,0.000032527027,0.00006919188,0.00001243067,0.003467952],"genre_scores_gemma":[0.99386805,0.00019755904,0.0033970575,0.000051567382,0.000008660071,0.000014409391,0.000066514076,0.000014801521,0.002381437],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.99873084,0.0006189387,0.0000744631,0.00010037819,0.00026571573,0.0002096883],"domain_scores_gemma":[0.9970311,0.001555295,0.00028128893,0.0002651755,0.00057315937,0.00029399878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002702023,0.00042236736,0.00025653176,0.00145212,0.0019020268,0.0014655266,0.00061656215,0.0015110306,0.0011257661],"category_scores_gemma":[0.004429383,0.0003889055,0.00015409778,0.0018213391,0.001390062,0.0014597129,0.0015825101,0.0006264858,0.00019260032],"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":[0.0014098384,0.0009915252,0.529038,0.00055372575,0.000096132535,0.11180948,0.15471616,0.012196388,0.02064067,0.0077115307,0.0030287534,0.15780771],"study_design_scores_gemma":[0.00010450107,0.0022438017,0.30480582,0.0007422745,0.00012708995,0.035692576,0.54861367,0.020037703,0.017043466,0.005313391,0.06504912,0.00022664542],"about_ca_topic_score_codex":0.023214273,"about_ca_topic_score_gemma":0.103783794,"teacher_disagreement_score":0.023214273,"about_ca_system_score_codex":0.0011735411,"about_ca_system_score_gemma":0.00079291494,"threshold_uncertainty_score":0.046158314},"labels":[],"label_agreement":null},{"id":"W2026207415","doi":"10.2523/iptc-16860-ms","title":"Object Characterisation and Simulation of Thermal Recovery from Karstified, Brecciated and Fractured Bitumen Carbonate Reservoirs","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Enhanced Oil Recovery Techniques","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":"Geology; Petroleum engineering; Carbonate; Oil in place; Permeability (electromagnetism); Enhanced oil recovery; Environmental geology; Gemology; Fracture (geology); Asphalt; Petrology; Geotechnical engineering; Hydrogeology; Engineering geology; Petroleum; Volcanism","score_opus":0.007685327893705064,"score_gpt":0.21766909083678673,"score_spread":0.20998376294308166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026207415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99551386,0.000015128155,0.0030441734,0.000034734298,0.0000033795545,0.000020512574,0.00015928088,0.000059026177,0.0011499716],"genre_scores_gemma":[0.9978781,0.000011062035,0.0016281616,0.0000071494037,0.000001126301,0.000018894065,0.00012195699,0.0000068252884,0.00032683602],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998665,0.000026519552,0.0000081173785,0.000025108135,0.000028951672,0.000044784556],"domain_scores_gemma":[0.9994911,0.000284463,0.000065048036,0.00003659067,0.00007198884,0.00005078213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031850138,0.00037985522,0.00042136962,0.00045917285,0.00047830044,0.0007912846,0.000954589,0.0010787119,0.0010784473],"category_scores_gemma":[0.00090044155,0.0002977662,0.00060600176,0.0004811532,0.00089766737,0.0003784968,0.00050857686,0.0004362543,0.00007297087],"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":[0.000030486786,0.00002788808,0.0029193503,0.000006628897,0.0000075809858,0.00003739265,0.000018985216,0.99559915,0.00065597676,0.00023533788,0.000021132066,0.00044012486],"study_design_scores_gemma":[0.000007170293,0.000016004757,0.00059961,9.0657113e-7,0.0000018487068,0.0000031258232,0.00001246649,0.9989753,0.0003106406,0.000046875124,0.000023772607,0.0000022579873],"about_ca_topic_score_codex":0.07714402,"about_ca_topic_score_gemma":0.038125917,"teacher_disagreement_score":0.07714402,"about_ca_system_score_codex":0.0018014995,"about_ca_system_score_gemma":0.0012361453,"threshold_uncertainty_score":0.15338999},"labels":[],"label_agreement":null},{"id":"W2026227206","doi":"10.2523/iptc-16429-ms","title":"Innovative Design of the Solid Expandable Tubular to Patch the Casing: Area Below the Previously Installed Expandable Tubular","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","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":"Petro-Canada","funders":"PetroChina Company Limited","keywords":"Casing; Expansion ratio; Piston (optics); Cylinder; Materials science; Engineering; Mechanical engineering; Composite material; Physics","score_opus":0.012893464673190223,"score_gpt":0.21306192642635338,"score_spread":0.20016846175316316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026227206","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":[0.23503308,0.0013688608,0.739808,0.00060676073,0.000761532,0.00023233125,0.00017395611,0.0045320457,0.017483462],"genre_scores_gemma":[0.8442396,0.00042636425,0.14357287,0.00011841457,0.00013310128,0.00009303015,0.00011663733,0.00016446288,0.01113542],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993968,0.00004171886,0.000038055794,0.0001848972,0.00025439516,0.000084254076],"domain_scores_gemma":[0.99938464,0.00004261816,0.00012832473,0.00010075148,0.00024182303,0.00010175844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028518224,0.0006125426,0.00056541926,0.0007078309,0.00039937484,0.00068212184,0.0016372442,0.001043804,0.0021447407],"category_scores_gemma":[0.0005599431,0.00036556684,0.0006558695,0.00029623744,0.00044431427,0.0009854485,0.0005755457,0.00043621357,0.0009881619],"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":[0.00036249505,0.000121361016,0.0033455703,0.00089684,0.00006830067,0.0037875406,0.0003537924,0.018302476,0.8469054,0.009211236,0.004524243,0.11212068],"study_design_scores_gemma":[0.00013023117,0.0032885328,0.0136327315,0.00014951183,0.0003385893,0.012606361,0.00040630056,0.19045085,0.6486517,0.0032265342,0.12674928,0.00036937543],"about_ca_topic_score_codex":0.000495544,"about_ca_topic_score_gemma":0.0006050812,"teacher_disagreement_score":0.0021447407,"about_ca_system_score_codex":0.0003239259,"about_ca_system_score_gemma":0.00045501176,"threshold_uncertainty_score":0.007174909},"labels":[],"label_agreement":null},{"id":"W2026932493","doi":"10.2523/iptc-14717-ms","title":"Drilling Systems Automation - A Technology That is at a Tipping Point","year":2011,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","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":"Apache (Canada)","funders":"","keywords":"Automation; Drilling; Directional drilling; Petroleum industry; Process automation system; Computer science; Engineering; Manufacturing engineering; Petroleum engineering; Mechanical engineering","score_opus":0.02045426769391843,"score_gpt":0.2033462926488319,"score_spread":0.18289202495491347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026932493","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020280031,0.41734025,0.1791466,0.04908952,0.01778258,0.00027421163,0.0003635032,0.0023605966,0.31336278],"genre_scores_gemma":[0.24933228,0.4278717,0.131269,0.016561463,0.015163336,0.0002145143,0.0007282299,0.00061163394,0.15824781],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972076,0.00048788573,0.00019071836,0.00020847427,0.0017233723,0.0001820705],"domain_scores_gemma":[0.9979133,0.0007199416,0.00016669813,0.00014316027,0.00089172256,0.00016524068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001426321,0.00046225975,0.00043663022,0.0013217523,0.00073756033,0.0058627394,0.0006631808,0.001676192,0.008228709],"category_scores_gemma":[0.0018342215,0.0003906467,0.00044269548,0.002049964,0.0013323944,0.0053130165,0.0012631465,0.0025146143,0.0040669865],"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":[0.00012597143,0.00008727858,0.0039312574,0.0029091805,0.00007198276,0.0006043388,0.000979084,0.0019637712,0.02138809,0.13256302,0.09414837,0.7412277],"study_design_scores_gemma":[0.0000045937136,0.00019559696,0.0017620911,0.00092933944,0.000020301495,0.0008851942,0.00046696977,0.0009453406,0.0028740119,0.018604862,0.9732766,0.000035169684],"about_ca_topic_score_codex":0.00075242476,"about_ca_topic_score_gemma":0.0007966829,"teacher_disagreement_score":0.008228709,"about_ca_system_score_codex":0.0009401194,"about_ca_system_score_gemma":0.0015481617,"threshold_uncertainty_score":0.02752781},"labels":[],"label_agreement":null},{"id":"W2027056509","doi":"10.2523/iptc-11651-ms","title":"Getting the Last Gasp: Deliquification of Challenging Gas Wells","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"Context (archaeology); Unconventional oil; Scope (computer science); Variety (cybernetics); Emerging technologies; Business; Resource (disambiguation); Natural resource economics; Oil shale; Engineering; Computer science; Economics; Waste management; Geology","score_opus":0.016303508813427,"score_gpt":0.26964519408846205,"score_spread":0.25334168527503503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027056509","genre_codex":"other","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":[0.3747049,0.0013552884,0.11558546,0.025518166,0.0006795382,0.000616161,0.00019767355,0.0013943125,0.47994843],"genre_scores_gemma":[0.8644783,0.0011858563,0.06671346,0.0015917323,0.000090961345,0.00014688197,0.00021073686,0.00019579602,0.06538618],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998953,0.00036075088,0.000021152498,0.00010973485,0.00034761327,0.0002076688],"domain_scores_gemma":[0.99895287,0.00027415517,0.00011271518,0.00011318235,0.00029255843,0.0002543518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012252219,0.0004044495,0.00014285349,0.00055066467,0.003438225,0.0032674323,0.0011160217,0.001009511,0.0117634935],"category_scores_gemma":[0.0018156593,0.00022455763,0.00022340189,0.0005228165,0.0019559062,0.0030814281,0.0039023424,0.0013397849,0.0014933257],"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":[0.00015983294,0.00056251057,0.009761517,0.00068242755,0.000024569428,0.0040699355,0.04668411,0.009832159,0.024196751,0.1906989,0.10098501,0.6123423],"study_design_scores_gemma":[0.00002675917,0.00024972935,0.0065535405,0.0003786581,0.000018806324,0.0011126844,0.115144044,0.009760851,0.01683946,0.06561668,0.7842243,0.00007451258],"about_ca_topic_score_codex":0.007358971,"about_ca_topic_score_gemma":0.030655341,"teacher_disagreement_score":0.0117634935,"about_ca_system_score_codex":0.0025260937,"about_ca_system_score_gemma":0.003934187,"threshold_uncertainty_score":0.039352775},"labels":[],"label_agreement":null},{"id":"W2027995389","doi":"10.2523/iptc-12426-ms","title":"An Overview of Heavy and Extra Heavy Oil Carbonate Reservoirs in the Middle East","year":2008,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","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":"","keywords":"Petroleum engineering; Carbonate; Middle East; Oil in place; Geology; Petroleum; Permeability (electromagnetism); Carbonate rock; Oil production; Mining engineering; Geochemistry; Environmental science; Archaeology; Materials science; Geography; Paleontology; Chemistry; Sedimentary rock","score_opus":0.08904827337368258,"score_gpt":0.3007787999544663,"score_spread":0.21173052658078373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027995389","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":[0.30844054,0.6467706,0.0016056971,0.0028441772,0.00024344305,0.00010366477,0.0039825556,0.00012802954,0.035881303],"genre_scores_gemma":[0.438767,0.54904664,0.0038962164,0.0005454442,0.00023987838,0.000025028174,0.0025566698,0.000018646335,0.0049046106],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998677,0.000011281931,0.000035827175,0.00001788613,0.000035447825,0.000031899282],"domain_scores_gemma":[0.9997222,0.00004284315,0.00010321079,0.0000065309596,0.000088268076,0.000036872043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020509351,0.00050420256,0.0002390123,0.006925852,0.00039292593,0.0011582556,0.00034098656,0.00028731092,0.0027552682],"category_scores_gemma":[0.00023121132,0.0002273139,0.00028871157,0.0073928004,0.0002517404,0.0014042498,0.0007378116,0.0002460404,0.00034600496],"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":[0.00019773857,0.00012843139,0.19907668,0.013474297,0.00037470154,0.0049104164,0.0036232304,0.0021397744,0.008084844,0.007821507,0.011307477,0.74886096],"study_design_scores_gemma":[0.000008068049,0.00019268101,0.61620635,0.004501061,0.0003897798,0.006605534,0.0078048618,0.0011962131,0.003329707,0.0010552567,0.3586472,0.0000632618],"about_ca_topic_score_codex":0.022507662,"about_ca_topic_score_gemma":0.03287552,"teacher_disagreement_score":0.022507662,"about_ca_system_score_codex":0.0006928936,"about_ca_system_score_gemma":0.0016046443,"threshold_uncertainty_score":0.044753313},"labels":[],"label_agreement":null},{"id":"W2028481528","doi":"10.2523/iptc-10321-ms","title":"Failure Mechanisms in Deepwater Chalks: Rock Stability as Function of Pore Pressure and Water Saturation","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","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":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Pore water pressure; Geology; Saturation (graph theory); Water saturation; Geotechnical engineering; Petroleum engineering; Petrology; Porosity","score_opus":0.004996075962427942,"score_gpt":0.18227155612762533,"score_spread":0.1772754801651974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028481528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996486,0.00002929768,0.00016862593,0.0000017073766,2.847943e-7,0.0000015815459,0.000058215515,0.0000074919235,0.000084194086],"genre_scores_gemma":[0.999767,0.000011309341,0.000075833574,8.822507e-7,2.8650055e-7,0.0000018669731,0.00004349833,0.0000013273296,0.00009810506],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988997,0.0000086908585,0.000009588571,0.000025253943,0.000038246057,0.000028223096],"domain_scores_gemma":[0.99957377,0.000118942306,0.0001340237,0.00002238631,0.00010389203,0.000046984733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001599281,0.00020182574,0.00023325012,0.001086794,0.00022631523,0.00026587135,0.00023024862,0.00023679572,0.0011729532],"category_scores_gemma":[0.00034658553,0.00014203259,0.00011555945,0.0004930952,0.00043188693,0.0002303973,0.00020665229,0.000086620574,0.00014646801],"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":[0.00052073307,0.000029623738,0.2164477,0.00016927983,0.000034017135,0.0010741907,0.0005814063,0.004520994,0.7651946,0.000060609324,0.000055184784,0.011311538],"study_design_scores_gemma":[0.000008071466,0.00042538063,0.8301806,0.0000108791855,0.000020373802,0.0006644937,0.0007934547,0.009461051,0.15804255,0.000077996716,0.0002869284,0.000028292723],"about_ca_topic_score_codex":0.0034091591,"about_ca_topic_score_gemma":0.004246851,"teacher_disagreement_score":0.0034091591,"about_ca_system_score_codex":0.00021506277,"about_ca_system_score_gemma":0.00014277235,"threshold_uncertainty_score":0.006778598},"labels":[],"label_agreement":null},{"id":"W2028818428","doi":"10.2523/iptc-11234-ms","title":"Review of and Outlook for Enhanced Oil Recovery Techniques in Kuwait Oil Reservoirs","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":25,"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; Oil in place; Enhanced oil recovery; Steam injection; Environmental science; Pulmonary surfactant; Geology; Materials science; Petroleum; Chemical engineering; Engineering","score_opus":0.01857548676956949,"score_gpt":0.30437819508553654,"score_spread":0.28580270831596705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028818428","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":[0.00077890686,0.9951049,0.0005483133,0.0006879046,0.00035596735,0.000010715282,0.000047485493,0.000014821468,0.002450971],"genre_scores_gemma":[0.0035387122,0.9935735,0.0007486525,0.00036527807,0.00031629734,0.0000122174715,0.00006557143,0.000005502683,0.0013742724],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999622,0.00006948323,0.000058988204,0.0000791303,0.00012553573,0.00004489495],"domain_scores_gemma":[0.9990246,0.00038005292,0.00016914654,0.00003368624,0.00034344711,0.00004903291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010819343,0.0006788374,0.0006323008,0.0028056032,0.00036746342,0.0012612855,0.0009293424,0.0012745224,0.0047089783],"category_scores_gemma":[0.0011183257,0.00043842362,0.00073049776,0.0033236737,0.00046086195,0.002428576,0.00072719576,0.0010326195,0.0010720607],"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":[0.00009232002,0.00012934177,0.00053260784,0.03420524,0.00010778327,0.0003165103,0.00015412747,0.0016234369,0.008322316,0.010041756,0.023430407,0.9210441],"study_design_scores_gemma":[0.0000055849623,0.00017252537,0.001246658,0.0041030324,0.00009994425,0.00045682702,0.00015233053,0.00039958564,0.0033299136,0.0013687088,0.9886319,0.000032928707],"about_ca_topic_score_codex":0.0030274363,"about_ca_topic_score_gemma":0.003326838,"teacher_disagreement_score":0.0047089783,"about_ca_system_score_codex":0.0010394497,"about_ca_system_score_gemma":0.0017548508,"threshold_uncertainty_score":0.01575309},"labels":[],"label_agreement":null},{"id":"W2029793608","doi":"10.2523/iptc-10696-abstract","title":"Global Natural Gas Outlook","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Global Energy Security and Policy","field":"Energy","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":"Natural gas; Liquefied natural gas; Context (archaeology); Natural gas industry; Pipeline transport; Investment (military); International trade; Natural resource economics; Business; Environmental science; Economy; Economics; Engineering; Waste management; Geography; Politics; Environmental engineering; Political science","score_opus":0.009003589186627572,"score_gpt":0.2592738642253125,"score_spread":0.25027027503868493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029793608","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019267874,0.021204878,0.0011372748,0.007857492,0.00777336,0.0001396113,0.05917649,0.0012310689,0.899553],"genre_scores_gemma":[0.022890478,0.033682976,0.0037792255,0.003879604,0.0012879005,0.0004343372,0.086244226,0.00046245562,0.84733874],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998068,0.000012321327,0.00000752988,0.000026530366,0.00011831187,0.000028458962],"domain_scores_gemma":[0.99981254,0.000007680019,0.000014788103,0.00001148498,0.00012852754,0.000025070198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003340954,0.0009523968,0.00034996032,0.0010718283,0.00040989948,0.0017900527,0.00058020203,0.0012698597,0.109034166],"category_scores_gemma":[0.00050557073,0.00014613515,0.00022560234,0.0019654573,0.0001668307,0.002220896,0.0007526855,0.0013045234,0.05702612],"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":[0.000057568865,0.000013804949,0.00041421765,0.000428675,0.000009084626,0.00004992915,0.000025951413,0.00028177665,0.00048404853,0.009902476,0.90007925,0.08825333],"study_design_scores_gemma":[0.0000025323207,0.000007828879,0.00064375886,0.000049492304,0.0000017727746,0.000030030084,0.000019447321,0.000033341326,0.0000654394,0.00063490163,0.99850875,0.0000027776873],"about_ca_topic_score_codex":0.01293784,"about_ca_topic_score_gemma":0.010524134,"teacher_disagreement_score":0.109034166,"about_ca_system_score_codex":0.0013134367,"about_ca_system_score_gemma":0.002298233,"threshold_uncertainty_score":0.36475563},"labels":[],"label_agreement":null},{"id":"W2031819157","doi":"10.2523/iptc-16990-abstract","title":"The Comprehensive Evaluation on the Integral Development of Volcanic Gas Reserves and CO2 Flooding in Jilin Oil Field","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","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":"Investment (military); Business; Environmental economics; Production (economics); Order (exchange); Government (linguistics); Flooding (psychology); Macro; Resource (disambiguation); Environmental science; Environmental resource management; Petroleum engineering; Computer science; Engineering; Finance; Economics; Political science","score_opus":0.024625128756042655,"score_gpt":0.2561646298823333,"score_spread":0.23153950112629063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031819157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903307,0.00018505726,0.0041921036,0.00009844584,0.000007531878,0.00009989177,0.00026984388,0.000039029303,0.0047774236],"genre_scores_gemma":[0.99713576,0.00011627805,0.0017431856,0.0000070547153,0.0000022466916,0.000027557682,0.00017009812,0.0000021760693,0.00079562137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937254,0.00014018758,0.00003654435,0.00006350786,0.0002847001,0.00010251697],"domain_scores_gemma":[0.9988902,0.00022188561,0.0001223931,0.000031707943,0.0006188769,0.00011495597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001356126,0.0004624812,0.00023871008,0.0024073801,0.00057753356,0.00075342716,0.00019045199,0.00023871826,0.0010390537],"category_scores_gemma":[0.0011370752,0.00013785994,0.00032476388,0.001476779,0.00028545616,0.00078328274,0.0005219834,0.00019427428,0.000053805048],"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":[0.0009411695,0.0006180725,0.54154533,0.001136449,0.00034640043,0.0014297654,0.0024628586,0.16095684,0.045344573,0.0054549864,0.0049230983,0.2348405],"study_design_scores_gemma":[0.00003502467,0.0013766377,0.7462296,0.00016931583,0.000236219,0.00018491191,0.006466928,0.21449597,0.022512464,0.0021436324,0.0060578356,0.00009145583],"about_ca_topic_score_codex":0.025694637,"about_ca_topic_score_gemma":0.044034395,"teacher_disagreement_score":0.025694637,"about_ca_system_score_codex":0.001849806,"about_ca_system_score_gemma":0.0013893136,"threshold_uncertainty_score":0.05109018},"labels":[],"label_agreement":null},{"id":"W2033639196","doi":"10.2523/iptc-17162-ms","title":"Spontaneous Imbibition of Water into Oil Saturated M_1 Bimodal Limestone","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Intertek (Canada)","funders":"Saudi Aramco","keywords":"Macropore; Imbibition; Microporous material; Petrophysics; Porosity; Carbonate; Mineralogy; Geology; Saturation (graph theory); Materials science; Carbonate rock; Composite material; Geotechnical engineering; Chemistry; Mesoporous material; Mathematics","score_opus":0.004524168422479253,"score_gpt":0.2056336408014215,"score_spread":0.20110947237894225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033639196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972071,0.00013042247,0.0006228574,0.000014353938,0.000006184342,0.00001040207,0.00012291886,0.000042673342,0.0018430849],"genre_scores_gemma":[0.99897337,0.00003795104,0.00017483068,0.000004745751,0.000002023695,0.0000043555897,0.00008254456,0.000011571786,0.0007087355],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998987,0.000007481858,0.0000039292577,0.000022245993,0.000025138104,0.00004252633],"domain_scores_gemma":[0.9998418,0.00006116562,0.000029167228,0.000013951467,0.000017464898,0.000036356712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009578687,0.00016649443,0.00017667975,0.00022034842,0.00023203371,0.00036349182,0.0002511456,0.000117079326,0.0025497505],"category_scores_gemma":[0.00045135344,0.00013903859,0.000102730184,0.00015593626,0.0002997332,0.00039453123,0.00046111993,0.00023114584,0.0002879221],"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":[0.00032379583,0.000026328995,0.0031443674,0.000103159284,0.000011694278,0.00028086215,0.00021237519,0.00036670826,0.98902965,0.000615227,0.00014700112,0.005738857],"study_design_scores_gemma":[0.00002214493,0.0002240521,0.012895301,0.000009425662,0.000007953972,0.0001458352,0.00022583091,0.0067247855,0.9768587,0.00019859328,0.00267488,0.000012452428],"about_ca_topic_score_codex":0.0015292721,"about_ca_topic_score_gemma":0.0018460635,"teacher_disagreement_score":0.0025497505,"about_ca_system_score_codex":0.00027638837,"about_ca_system_score_gemma":0.00022735508,"threshold_uncertainty_score":0.008529723},"labels":[],"label_agreement":null},{"id":"W2033732203","doi":"10.2523/iptc-16981-ms","title":"Numerical Simulation of Hydraulically Induced Fracture Network Propagation in Shale Formation","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"Petro-Canada","funders":"PetroChina Company Limited; National Science Foundation","keywords":"Hydraulic fracturing; Oil shale; Fracture (geology); Geology; Geotechnical engineering; Computer simulation; Modulus; Petroleum engineering; Mechanics; Materials science; Composite material","score_opus":0.00895200876752994,"score_gpt":0.22869023890976428,"score_spread":0.21973823014223434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033732203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598154,0.0001486194,0.031032203,0.00020842964,0.00003987734,0.000056755667,0.00032862654,0.00032253136,0.0080475705],"genre_scores_gemma":[0.9935454,0.000041683084,0.0052562477,0.000015418405,0.0000028395632,0.000034849985,0.00007023984,0.0000102938975,0.001023107],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998878,0.00002635382,0.000007575184,0.000016751379,0.000033050368,0.000028360098],"domain_scores_gemma":[0.99947983,0.0002850714,0.000072513896,0.000031077037,0.00008200321,0.000049564063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029540938,0.00038809367,0.00042668512,0.000507482,0.00058752054,0.0005299053,0.00073784054,0.0013024253,0.0018149872],"category_scores_gemma":[0.0007233763,0.0002691197,0.000470065,0.00038823948,0.00065770943,0.00034412937,0.00046313612,0.00044959926,0.00011083881],"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":[0.00002547379,0.00004111749,0.0019645658,0.000019059238,0.000008833437,0.00008444304,0.000033332497,0.9941525,0.0017963683,0.00068517914,0.00006961115,0.0011194684],"study_design_scores_gemma":[0.0000042759643,0.000014031156,0.00026878048,0.0000019681568,0.0000014099667,0.00000556113,0.000009415438,0.9992625,0.00029470396,0.00007769819,0.000057174464,0.0000024512542],"about_ca_topic_score_codex":0.013915714,"about_ca_topic_score_gemma":0.007959382,"teacher_disagreement_score":0.013915714,"about_ca_system_score_codex":0.00087966735,"about_ca_system_score_gemma":0.0006863912,"threshold_uncertainty_score":0.02766943},"labels":[],"label_agreement":null},{"id":"W2036445540","doi":"10.2523/iptc-18081-ms","title":"Rock characteristics of oil-, condensate- and dry gas-producing wells of the unconventional Devonian Duvernay Formation, Canada","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":4,"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":"Geology; Source rock; Devonian; Geochemistry; Structural basin; Mineral resource classification; Sedimentary basin; Natural gas; Sedimentary rock; Paleontology","score_opus":0.005522574114910237,"score_gpt":0.18388388203051598,"score_spread":0.17836130791560573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036445540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99376386,0.00024617618,0.00007335832,0.000034719564,0.0000019180613,0.000025615305,0.0028711867,0.000010502117,0.002972652],"genre_scores_gemma":[0.9965155,0.00010154297,0.00012105398,0.000012285686,6.3240896e-7,0.0000072863904,0.000921336,0.0000039691276,0.0023163112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996879,0.000008974582,0.00002191027,0.00005358112,0.00013477243,0.000092799804],"domain_scores_gemma":[0.9990227,0.000058236023,0.00011801779,0.000020727044,0.000595343,0.00018499924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017331213,0.00030691386,0.00025615536,0.0024798904,0.001466362,0.00094054185,0.0008153648,0.00028676903,0.0026144164],"category_scores_gemma":[0.000649631,0.00032936144,0.00022661146,0.0027523662,0.00076280074,0.00025416052,0.00064014795,0.00018595092,0.00047991762],"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":[0.00018519652,0.00002841232,0.9844067,0.000057356658,0.000033006963,0.0005496129,0.0017406333,0.00042453443,0.0050964956,0.00020079078,0.00062297244,0.006654203],"study_design_scores_gemma":[0.0000028939921,0.00002021262,0.9954716,0.000019564623,0.000006847535,0.00015148568,0.0023934436,0.00027864077,0.0005493556,0.0000070596725,0.0010916205,0.000007323291],"about_ca_topic_score_codex":0.97543347,"about_ca_topic_score_gemma":0.99357575,"teacher_disagreement_score":0.024566531,"about_ca_system_score_codex":0.010140104,"about_ca_system_score_gemma":0.0049093384,"threshold_uncertainty_score":0.07357198},"labels":[],"label_agreement":null},{"id":"W2037445289","doi":"10.2523/iptc-17643-ms","title":"Recent Advancements In Vessel Desanding Technology","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":4,"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":"Clogging; Separator (oil production); Petroleum engineering; Environmental science; Petroleum industry; Engineering; Mining engineering; Environmental engineering","score_opus":0.010037905819466328,"score_gpt":0.24326474606271192,"score_spread":0.23322684024324558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037445289","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":[0.21826635,0.48424885,0.1543412,0.006358101,0.002077382,0.00021459523,0.0011109234,0.0015202103,0.13186237],"genre_scores_gemma":[0.58126956,0.25637236,0.1213298,0.0009402818,0.0014770731,0.00009282885,0.001737352,0.00021227691,0.036568556],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895406,0.000117144264,0.00009019616,0.00032278776,0.0004355892,0.00008024394],"domain_scores_gemma":[0.99781466,0.00042401918,0.00034677607,0.00018687267,0.0010854745,0.0001421777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016236602,0.0005475134,0.00038118198,0.0018584454,0.00024508493,0.0013188022,0.00094862125,0.0006958545,0.005137603],"category_scores_gemma":[0.0015236079,0.0002913109,0.00046368164,0.002369502,0.0005320165,0.0014111634,0.00059236883,0.00073118135,0.0017579844],"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":[0.00020232119,0.00009868014,0.0034477573,0.0022778148,0.0000417378,0.00021975416,0.00016228679,0.004409736,0.065884866,0.013036405,0.0067049814,0.9035137],"study_design_scores_gemma":[0.000020844645,0.00093751994,0.008482964,0.00044297092,0.00011348845,0.0018650866,0.00024922844,0.00931311,0.1038881,0.0026525673,0.87195057,0.00008353107],"about_ca_topic_score_codex":0.0015439241,"about_ca_topic_score_gemma":0.0011563617,"teacher_disagreement_score":0.005137603,"about_ca_system_score_codex":0.0013313169,"about_ca_system_score_gemma":0.00069415197,"threshold_uncertainty_score":0.01718694},"labels":[],"label_agreement":null},{"id":"W2038410467","doi":"10.2523/iptc-11257-ms","title":"Understanding of the Fluid Flow Mechanism in Porous Media of EOR by ASP Flooding from Physical Modeling","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Enhanced oil recovery; Petroleum engineering; Porous medium; Permeability (electromagnetism); Saturation (graph theory); Relative permeability; Oil field; Reservoir simulation; Environmental science; Porosity; Materials science; Geology; Geotechnical engineering; Chemistry","score_opus":0.026119085914169376,"score_gpt":0.23841139345437093,"score_spread":0.21229230754020156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038410467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5340432,0.0018793718,0.4533953,0.0007109979,0.0000499754,0.00011592799,0.00036929324,0.0004983536,0.0089375535],"genre_scores_gemma":[0.9799692,0.00068976823,0.017614001,0.00003538924,0.000016189955,0.000056202374,0.00010135751,0.00001288787,0.0015049502],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998945,0.000016325876,0.000007410227,0.000028329769,0.000034503788,0.000019015517],"domain_scores_gemma":[0.99989367,0.00004797505,0.00002223082,0.000008548639,0.000021734244,0.0000057750385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018767428,0.00035017525,0.00032440803,0.00039798234,0.0002548504,0.00033353464,0.0004870166,0.00066075975,0.0005924764],"category_scores_gemma":[0.00032639314,0.00021723496,0.00045472884,0.0002532534,0.0005585302,0.0011700919,0.00028626886,0.0003406875,0.00010065073],"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":[0.000080109465,0.00012072533,0.004469989,0.00039313492,0.000028109245,0.00048410316,0.00012634892,0.63664645,0.31645557,0.023209602,0.00037011947,0.017615734],"study_design_scores_gemma":[0.0000054344714,0.000019303161,0.00065754825,0.000005102546,0.0000040499726,0.00004088058,0.00001634703,0.98607427,0.011261385,0.0015096181,0.00039868418,0.000007379084],"about_ca_topic_score_codex":0.0039639077,"about_ca_topic_score_gemma":0.001157052,"teacher_disagreement_score":0.0039639077,"about_ca_system_score_codex":0.0004561896,"about_ca_system_score_gemma":0.0004066014,"threshold_uncertainty_score":0.007881701},"labels":[],"label_agreement":null},{"id":"W2038572925","doi":"10.2523/iptc-16416-ms","title":"Foam Assisted Air Injection (FAAI) for IOR at Hailaer Oilfield: Prospects and Challenges","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Enhanced Oil Recovery Techniques","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":"Petro-Canada","funders":"","keywords":"Secondary air injection; Petroleum engineering; Water injection (oil production); Injector; Environmental science; Enhanced oil recovery; Air permeability specific surface; Materials science; Geology; Waste management; Composite material; Engineering; Mechanical engineering","score_opus":0.017534012744344372,"score_gpt":0.22922660229916894,"score_spread":0.21169258955482456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038572925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84832335,0.089921996,0.030411191,0.0093984045,0.0004215645,0.00038099423,0.00041656612,0.00086605485,0.019859817],"genre_scores_gemma":[0.9688599,0.013823972,0.0125943255,0.00028605224,0.000111656176,0.000053526746,0.00022627019,0.00002144332,0.004022786],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99968195,0.00004978872,0.00001005552,0.00004386997,0.000121748715,0.00009260246],"domain_scores_gemma":[0.9997155,0.000039650276,0.00004054947,0.000011950673,0.000115116905,0.00007718721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087514747,0.00036496477,0.00024462666,0.000588595,0.0003939222,0.00078861415,0.000649927,0.00074687833,0.0020745234],"category_scores_gemma":[0.00025536236,0.000106874926,0.00037298154,0.00030671994,0.00052815076,0.00080024905,0.00038255457,0.00055362075,0.0004504665],"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":[0.0015159207,0.0016866042,0.038010478,0.0022257422,0.00010760928,0.0013600066,0.00064276945,0.010841874,0.24886408,0.0050622863,0.0059502176,0.68373245],"study_design_scores_gemma":[0.0005103039,0.018783418,0.11190595,0.0014389019,0.00036770114,0.0027876475,0.0067412686,0.09400087,0.5156343,0.0053657885,0.24211785,0.0003460266],"about_ca_topic_score_codex":0.006229334,"about_ca_topic_score_gemma":0.008930633,"teacher_disagreement_score":0.006229334,"about_ca_system_score_codex":0.0008790984,"about_ca_system_score_gemma":0.001884018,"threshold_uncertainty_score":0.012386143},"labels":[],"label_agreement":null},{"id":"W2038957041","doi":"10.2523/iptc-12165-ms","title":"Integrated Modeling and Statistical Analysis of 3-D Fracture Network of the Midale Field","year":2008,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","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":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fracture (geology); Reservoir modeling; Sensitivity (control systems); Computer science; Field (mathematics); Matrix (chemical analysis); Oil field; Drawdown (hydrology); Petroleum engineering; Well stimulation; Estimator; Fractional factorial design; Geology; Factorial experiment; Geotechnical engineering; Reservoir engineering; Engineering; Mathematics; Materials science; Statistics; Aquifer; Machine learning; Petroleum; Electronic engineering","score_opus":0.009087512923772259,"score_gpt":0.21910200346821762,"score_spread":0.21001449054444538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038957041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95463836,0.000046395613,0.043282803,0.000069341484,0.000005870873,0.000028765086,0.00034855565,0.00014774236,0.0014321192],"genre_scores_gemma":[0.9960765,0.000016800615,0.0034711305,0.000004712601,0.0000012473439,0.000012119994,0.00008751806,0.0000047942704,0.00032502084],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999056,0.000016179369,0.0000046603336,0.00003011247,0.000026203668,0.000017219925],"domain_scores_gemma":[0.99959093,0.00022471903,0.000046175865,0.000036578556,0.000082938794,0.000018658746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032521406,0.0002791537,0.00025175,0.0005240693,0.00030190797,0.00039607193,0.000616464,0.0005958178,0.0007211022],"category_scores_gemma":[0.00074487465,0.00018759216,0.00048366367,0.00027690956,0.00035429109,0.00029211605,0.00024879258,0.00030680242,0.000055300075],"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":[0.000016656983,0.000020830126,0.0038580936,0.000007904912,0.00000625574,0.00004164685,0.000011541916,0.99206924,0.0019496473,0.00041898122,0.000039252376,0.0015599378],"study_design_scores_gemma":[7.435147e-7,0.0000041639178,0.0011366091,5.019969e-7,9.984951e-7,0.0000034681416,0.0000036573629,0.9985469,0.0002200574,0.00006160375,0.000019449511,0.0000017343858],"about_ca_topic_score_codex":0.06974263,"about_ca_topic_score_gemma":0.040895224,"teacher_disagreement_score":0.06974263,"about_ca_system_score_codex":0.00091368955,"about_ca_system_score_gemma":0.0006190092,"threshold_uncertainty_score":0.13867337},"labels":[],"label_agreement":null},{"id":"W2038981691","doi":"10.2523/iptc-17202-ms","title":"Estimation of the Relative Contributions of Different Hydrocarbon Charges to the Sw Qaidam Basin Accumulations Using Micro-Spectroscopy Analysis of Petroleum Inclusions","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Petro-Canada","funders":"","keywords":"Fluid inclusions; Hydrocarbon; Maturity (psychological); API gravity; Geology; Petroleum; Inclusion (mineral); Quartz; Mineralogy; Geochemistry; Analytical Chemistry (journal); Chemistry; Environmental chemistry; Organic chemistry; Paleontology","score_opus":0.011812628930678942,"score_gpt":0.2661812456568392,"score_spread":0.2543686167261603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038981691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99923885,0.00003836679,0.00038553798,0.0000052581577,9.797238e-7,0.00000469041,0.000057742218,0.0000068325235,0.00026187056],"genre_scores_gemma":[0.99889094,0.00003452041,0.0006202993,0.0000041189883,0.0000015118774,0.000005805531,0.000065998094,0.000003069183,0.00037379432],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99995863,0.0000023472357,0.000002145355,0.000010112107,0.000016456359,0.000010363149],"domain_scores_gemma":[0.99993396,0.000010120425,0.000016858377,0.0000021837998,0.000025672269,0.000011246755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009099752,0.00020158033,0.00010533481,0.00105414,0.00026501997,0.00028293522,0.0001446741,0.00021393487,0.00060040795],"category_scores_gemma":[0.0001598383,0.0002094337,0.00014741786,0.0003137687,0.00020758559,0.0002227056,0.00019496329,0.00014230167,0.0001139308],"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":[0.00018344674,0.00003121944,0.40359196,0.0000942473,0.000044431476,0.00037864357,0.0006394082,0.0013549491,0.57931674,0.00017993958,0.000077970435,0.014107042],"study_design_scores_gemma":[0.0000023212174,0.000037623093,0.9734634,0.000005562754,0.000009688707,0.000098926466,0.0003060605,0.0035406952,0.02218542,0.000038370632,0.00030644424,0.000005453813],"about_ca_topic_score_codex":0.0112831155,"about_ca_topic_score_gemma":0.025607377,"teacher_disagreement_score":0.0112831155,"about_ca_system_score_codex":0.00035609017,"about_ca_system_score_gemma":0.00019312475,"threshold_uncertainty_score":0.02243489},"labels":[],"label_agreement":null},{"id":"W2039633109","doi":"10.2523/iptc-15406-ms","title":"Deploying Multi-Stage Completion Technology in HPHT Applications","year":2011,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","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":"Completion (oil and gas wells); Seal (emblem); Fracture (geology); Petroleum engineering; Ohm; Mechanical engineering; Materials science; Electrical engineering; Engineering; Composite material","score_opus":0.04368860402841221,"score_gpt":0.25070319012168935,"score_spread":0.20701458609327714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039633109","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7081382,0.0009629553,0.27799034,0.00021902905,0.00011867397,0.0003085322,0.00019758116,0.0021852406,0.009879445],"genre_scores_gemma":[0.9223221,0.00022404482,0.07419735,0.000028894774,0.000019376996,0.000043139564,0.00008957303,0.00005731154,0.0030182474],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.999406,0.00004730783,0.000030218682,0.000074134085,0.0003607641,0.000081534585],"domain_scores_gemma":[0.99940145,0.00011286715,0.000120151955,0.00010868654,0.00019815037,0.000058642498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005441194,0.0002762996,0.00021821626,0.000522604,0.0002926761,0.0005250526,0.0006117675,0.00050231826,0.0026256384],"category_scores_gemma":[0.00063481816,0.00023080404,0.00026234085,0.00030485587,0.00041362553,0.0006925205,0.000761176,0.00051554275,0.0006663167],"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":[0.0001953509,0.00012639475,0.0037562624,0.00038605148,0.000020493353,0.00080755237,0.00033468107,0.014203018,0.8643888,0.0028717367,0.0010761502,0.11183347],"study_design_scores_gemma":[0.000036145448,0.0016406043,0.00907115,0.000047075697,0.00002880398,0.0012360823,0.00032964014,0.04750089,0.910718,0.0017040132,0.027620077,0.0000675387],"about_ca_topic_score_codex":0.00077749975,"about_ca_topic_score_gemma":0.0016266636,"teacher_disagreement_score":0.0026256384,"about_ca_system_score_codex":0.0003419482,"about_ca_system_score_gemma":0.00040086644,"threshold_uncertainty_score":0.0087836385},"labels":[],"label_agreement":null},{"id":"W2042057722","doi":"10.2523/iptc-13745-ms","title":"Waste Disposal Into the Deep Underground - Technical And Economical Considerations For Applications Outside The Oil Industry","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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 Waterloo; Geomechanica (Canada)","funders":"","keywords":"Dispose pattern; Context (archaeology); Slurry; Environmental science; Groundwater; Waste management; Radioactive waste; Drill cuttings; Petroleum industry; Petroleum; Petroleum engineering; Drilling fluid; Drill; Drilling; Geology; Environmental engineering; Engineering; Geotechnical engineering","score_opus":0.010063190440616394,"score_gpt":0.24276839134593212,"score_spread":0.2327052009053157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042057722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8709988,0.007333306,0.040590785,0.0067529497,0.00021316431,0.00053056295,0.00027680173,0.00018427789,0.07311925],"genre_scores_gemma":[0.97223896,0.004121764,0.01362601,0.00018295187,0.000055432745,0.000103176266,0.000098784876,0.000041480165,0.009531531],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999137,0.0002604087,0.00006968118,0.00005073457,0.0003417955,0.00014035744],"domain_scores_gemma":[0.9990638,0.00031767043,0.00015045927,0.000095136675,0.00030236252,0.000070553884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013828651,0.0004814712,0.00032783704,0.0011624842,0.0016088026,0.0037393172,0.0009359582,0.0016349226,0.0053719874],"category_scores_gemma":[0.0014580542,0.00019929426,0.00050515047,0.0012344674,0.00096031174,0.001868656,0.0012465857,0.00058853586,0.0012802564],"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":[0.0010937802,0.0011991215,0.042041633,0.0029281573,0.000044670232,0.023516169,0.00236493,0.029679414,0.18661937,0.025089277,0.00566194,0.6797615],"study_design_scores_gemma":[0.00015202418,0.00605471,0.057048216,0.0031533581,0.00029891558,0.036763813,0.055348925,0.025740862,0.41933078,0.049697127,0.34600347,0.00040776652],"about_ca_topic_score_codex":0.0024539721,"about_ca_topic_score_gemma":0.0077584875,"teacher_disagreement_score":0.0053719874,"about_ca_system_score_codex":0.001286344,"about_ca_system_score_gemma":0.0017325052,"threshold_uncertainty_score":0.017971098},"labels":[],"label_agreement":null},{"id":"W2042638737","doi":"10.2523/iptc-13281-ms","title":"Evaluating Corrosion Inhibitors For Sour Gas Subsea Pipelines","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Offshore Engineering and Technologies","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":"ConocoPhillips (Canada)","funders":"","keywords":"Subsea; Citation; Pipeline transport; Sour gas; Library science; Computer science; Engineering; Natural gas; Mechanical engineering; Marine engineering; Waste management","score_opus":0.025989938647980305,"score_gpt":0.2892676036706291,"score_spread":0.26327766502264877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042638737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917719,0.0014836629,0.004824069,0.00006001887,0.000026114245,0.00008853017,0.0003793351,0.00013633598,0.0012300905],"genre_scores_gemma":[0.99128234,0.0011701949,0.005047655,0.000021068492,0.000005115739,0.000037416357,0.00046144536,0.000020932344,0.0019537988],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993309,0.0000945222,0.000044641718,0.00008231252,0.0003840366,0.000063611405],"domain_scores_gemma":[0.99939334,0.000095422256,0.00015821785,0.000022664297,0.00029347898,0.000036912472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005278204,0.00057984155,0.00050588726,0.0005569482,0.00027154942,0.0005150064,0.0004884865,0.00044472973,0.0008275215],"category_scores_gemma":[0.000784875,0.00017144447,0.00040933306,0.00041893625,0.00015440842,0.00038831957,0.0002321709,0.00041681383,0.00021518525],"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":[0.0005037139,0.00022464404,0.003470108,0.00033980137,0.000032022323,0.00005847406,0.000046723868,0.0055417563,0.9786766,0.00007586405,0.00016440968,0.010865905],"study_design_scores_gemma":[0.000007541103,0.0023449,0.003453769,0.000014916055,0.00004345904,0.000035872574,0.00005278094,0.009898334,0.9826477,0.000016296412,0.0014745633,0.000009988985],"about_ca_topic_score_codex":0.0047384556,"about_ca_topic_score_gemma":0.005027312,"teacher_disagreement_score":0.0047384556,"about_ca_system_score_codex":0.0006318228,"about_ca_system_score_gemma":0.00045057645,"threshold_uncertainty_score":0.009421766},"labels":[],"label_agreement":null},{"id":"W2043182103","doi":"10.2523/iptc-16747-ms","title":"Response Analysis of Pipeline Subjected to Active Fault","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Geotechnical Engineering and Underground Structures","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":"Petro-Canada","funders":"China University of Petroleum, Beijing","keywords":"Pipeline (software); Pipeline transport; Finite element method; Fault (geology); Structural engineering; Computer science; Code (set theory); Engineering; Geology; Mechanical engineering; Seismology","score_opus":0.00622386246219804,"score_gpt":0.22364591232196293,"score_spread":0.21742204985976488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043182103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679118,0.00010960493,0.026555236,0.00018345047,0.000025588371,0.00001873757,0.00016023342,0.0003119184,0.0047233556],"genre_scores_gemma":[0.9989305,0.00001895529,0.00031456532,0.0000087464705,0.0000017885911,0.0000030195245,0.000034678116,0.000007633348,0.0006801181],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998374,0.000022901337,0.0000059878716,0.000026766867,0.000064968764,0.000041944862],"domain_scores_gemma":[0.99983466,0.00004260711,0.000024327857,0.000017433971,0.00006434212,0.000016628854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018548538,0.00028632782,0.00024035669,0.00041683234,0.00021184052,0.00022603424,0.0002484247,0.0004985257,0.0022805494],"category_scores_gemma":[0.00058066426,0.00012948147,0.0002837343,0.0002647841,0.0002538607,0.000282221,0.0002484844,0.00026017602,0.00021726998],"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":[0.001388937,0.00016630256,0.023107441,0.00038207753,0.00008627927,0.0025980605,0.0009071421,0.4207585,0.50213027,0.0031634436,0.0025563498,0.04275523],"study_design_scores_gemma":[0.000017606411,0.00036614915,0.023813583,0.000015866828,0.000023126204,0.00024393211,0.00041384093,0.9420679,0.031427328,0.0005270283,0.0010553828,0.000028274324],"about_ca_topic_score_codex":0.0028585205,"about_ca_topic_score_gemma":0.0013353772,"teacher_disagreement_score":0.0028585205,"about_ca_system_score_codex":0.0002775749,"about_ca_system_score_gemma":0.00019265137,"threshold_uncertainty_score":0.0076292157},"labels":[],"label_agreement":null},{"id":"W2043678458","doi":"10.2523/iptc-14720-ms","title":"Use of Nano-Metal Particles as Catalyst Under Electromagnetic Heating for Viscosity Reduction of Heavy Oil","year":2011,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","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":"Catalysis; Hydrogen; Materials science; Viscosity; Metal; Asphalt; Chemical engineering; Solvent; Nano-; Enhanced oil recovery; Sulfur; Carbon fibers; Chemistry; Composite material; Metallurgy; Organic chemistry","score_opus":0.034305578629247505,"score_gpt":0.26221874055026334,"score_spread":0.22791316192101585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043678458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977022,0.00028956763,0.0013926718,0.000025897418,0.000011049617,0.000008910732,0.000028869643,0.00004160187,0.0004993322],"genre_scores_gemma":[0.9975943,0.00015119018,0.0015221565,0.000011176589,0.000003138391,0.0000056811145,0.000029014758,0.000010867738,0.0006725491],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999269,0.00000861029,0.0000061089995,0.000019307692,0.000022846318,0.000016170827],"domain_scores_gemma":[0.9998951,0.00003202043,0.000032678054,0.000013444788,0.0000164073,0.000010274439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011274372,0.00016887563,0.00017604815,0.00012787618,0.000091516165,0.0001661525,0.00019424112,0.00022655529,0.0006691875],"category_scores_gemma":[0.00016639476,0.00013239184,0.0001880743,0.000088271685,0.00015317924,0.00016657382,0.00011892987,0.00023301072,0.00018825135],"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":[0.000058305915,0.000011495545,0.00009065553,0.00003420294,0.0000041060653,0.000019869682,0.000015604386,0.000075604294,0.9987595,0.00001703183,0.000013569925,0.00090015476],"study_design_scores_gemma":[0.0000024084873,0.00006983196,0.0003500025,0.0000012328784,0.0000035100074,0.000010017673,0.0000061189057,0.00033589566,0.99905664,0.000002121867,0.00016109482,0.0000011540806],"about_ca_topic_score_codex":0.0003255491,"about_ca_topic_score_gemma":0.0007908563,"teacher_disagreement_score":0.0006691875,"about_ca_system_score_codex":0.00011205648,"about_ca_system_score_gemma":0.000057695815,"threshold_uncertainty_score":0.0022386312},"labels":[],"label_agreement":null},{"id":"W2043933773","doi":"10.2523/iptc-17556-ms","title":"A Study of Acoustic Wave Propagation inside Cemented Production Tubings","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"University of Toronto","funders":"","keywords":"Acoustics; Attenuation; Microphone; Acoustic attenuation; Acoustic wave; Sound pressure; Materials science; Engineering; Physics; Optics","score_opus":0.0128015455419857,"score_gpt":0.21033754352902478,"score_spread":0.19753599798703908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043933773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99704945,0.000033004733,0.002597192,0.0000046251275,0.000004094378,0.000011154028,0.00002625153,0.00002556496,0.00024866342],"genre_scores_gemma":[0.99750596,0.000043510277,0.0018072887,0.000002652962,0.0000018735848,0.000009237089,0.000030075462,0.000005583493,0.0005937898],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997718,0.00002606056,0.0000092244045,0.000049081005,0.00011674688,0.00002715535],"domain_scores_gemma":[0.99937624,0.00023734331,0.00012618065,0.000051438758,0.00016442235,0.000044489712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001938315,0.00027941386,0.00026293006,0.00027792205,0.00025241188,0.00024588633,0.00036073942,0.0002885605,0.0008896882],"category_scores_gemma":[0.0005042441,0.00016694845,0.00020930514,0.00024374241,0.00040604942,0.00029751507,0.00023925236,0.0002520579,0.00014314694],"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":[0.000251868,0.00013381382,0.013738393,0.00008514026,0.00001548421,0.00063641375,0.0006332858,0.0052340566,0.96504176,0.00011073831,0.000059872753,0.014059167],"study_design_scores_gemma":[0.000027210232,0.0018768472,0.074279755,0.000025700265,0.000047993588,0.0003495251,0.000823556,0.036516175,0.88453317,0.000068530775,0.0014212588,0.000030255438],"about_ca_topic_score_codex":0.00086562335,"about_ca_topic_score_gemma":0.0008124758,"teacher_disagreement_score":0.0008896882,"about_ca_system_score_codex":0.00019483097,"about_ca_system_score_gemma":0.00015226123,"threshold_uncertainty_score":0.0029762983},"labels":[],"label_agreement":null},{"id":"W2044285241","doi":"10.2523/iptc-17565-ms","title":"Subsurface Cuttings Injection: Technical Challenges and Opportunities","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":3,"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":"Agip KCO","keywords":"Waste disposal; Drill cuttings; Waste management; Containment (computer programming); Drilling; Environmental science; Radioactive waste; Engineering; Drilling fluid; Computer science; Mechanical engineering","score_opus":0.021983545474424254,"score_gpt":0.22845286543527515,"score_spread":0.2064693199608509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044285241","genre_codex":"methods","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":[0.25164908,0.16742742,0.4788845,0.03187565,0.0038021987,0.0007145813,0.0006218247,0.002194729,0.06283003],"genre_scores_gemma":[0.61977446,0.09772511,0.25720006,0.0018042517,0.0012577426,0.00033351217,0.0008378076,0.0002467996,0.020820232],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988834,0.00016496386,0.000063914995,0.00012256068,0.0006335189,0.00013160272],"domain_scores_gemma":[0.9987313,0.00025580733,0.0001791799,0.0001483299,0.00053491496,0.00015046443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002431999,0.00062479085,0.0004953463,0.0009745813,0.0008822603,0.003135147,0.0010113232,0.0013531536,0.0037531059],"category_scores_gemma":[0.0012280776,0.00031417698,0.00046775746,0.0010783471,0.0011877448,0.0021990133,0.0011077278,0.0017506658,0.0013335611],"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":[0.00016563399,0.0003495757,0.006879961,0.0024743224,0.00003460041,0.0017179697,0.0006976691,0.009151571,0.13395599,0.025386108,0.009256463,0.8099301],"study_design_scores_gemma":[0.00009093641,0.0031122237,0.012398018,0.0019592026,0.00016117872,0.012765764,0.0055473903,0.041081823,0.28657535,0.06931471,0.5667282,0.0002653091],"about_ca_topic_score_codex":0.0015899409,"about_ca_topic_score_gemma":0.0032166282,"teacher_disagreement_score":0.0037531059,"about_ca_system_score_codex":0.0010170396,"about_ca_system_score_gemma":0.0022912638,"threshold_uncertainty_score":0.012861848},"labels":[],"label_agreement":null},{"id":"W2047835789","doi":"10.2523/iptc-18115-ms","title":"Three Dimensional Visualisation of Solvent Chamber Growth in Solvent Injection Processes: An Experimental Approach","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Solvent; Displacement (psychology); Petroleum engineering; Viscous fingering; Solvent extraction; Thermal; Materials science; Process (computing); Mechanics; Extraction (chemistry); Process engineering; Chemistry; Computer science; Chromatography; Geology; Composite material; Physics; Thermodynamics; Engineering; Organic chemistry","score_opus":0.014769054511877738,"score_gpt":0.2589687785721424,"score_spread":0.24419972406026466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047835789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74590987,0.003111025,0.2350819,0.0006831174,0.00021265127,0.0003685666,0.0014088276,0.0019104385,0.011313616],"genre_scores_gemma":[0.7713551,0.0022783917,0.22080609,0.000120577446,0.0000638032,0.00032538557,0.0006202703,0.00022805764,0.00420221],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997794,0.000027576567,0.00001864684,0.00004886784,0.00007870846,0.000046889996],"domain_scores_gemma":[0.99953353,0.00018976023,0.00005819799,0.00009441161,0.00008358234,0.00004068559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041551256,0.0005260685,0.00018685078,0.0007677027,0.0003223102,0.0006431613,0.00051276427,0.00081786106,0.0027264538],"category_scores_gemma":[0.00035256916,0.00043386922,0.00036373225,0.0004882107,0.0005924733,0.00054271385,0.0006580913,0.0010089412,0.0003693598],"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":[0.00005717099,0.000067499896,0.0004581168,0.00015804879,0.000006074933,0.00027417016,0.0001498585,0.0014984264,0.9912718,0.001126843,0.00017974654,0.00475224],"study_design_scores_gemma":[0.000026305714,0.0003015621,0.006474912,0.000050317813,0.000023408795,0.0009579586,0.00018618684,0.027018571,0.9561475,0.00063677476,0.0081162425,0.000060296272],"about_ca_topic_score_codex":0.0008392544,"about_ca_topic_score_gemma":0.00086855225,"teacher_disagreement_score":0.0027264538,"about_ca_system_score_codex":0.00042590266,"about_ca_system_score_gemma":0.00042307857,"threshold_uncertainty_score":0.009120941},"labels":[],"label_agreement":null},{"id":"W2048199484","doi":"10.2523/iptc-16784-ms","title":"Integrated Geological, Petrophysical and Geophysical Characterisation of a World Class Shale Gas Play, Horn River Basin, British Columbia, Canada","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Imperial Oil (Canada)","funders":"Imperial Oil Limited","keywords":"Geology; Sedimentary depositional environment; Petrophysics; Sedimentary rock; Siliciclastic; Geochemistry; Petrology; Structural basin; Paleontology; Geomorphology; Porosity","score_opus":0.006276045445567029,"score_gpt":0.1798575707843155,"score_spread":0.17358152533874846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048199484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842631,0.00026192874,0.0006421635,0.000120724675,0.000004553009,0.000059227263,0.009738439,0.000081384154,0.004828386],"genre_scores_gemma":[0.9900209,0.0002155342,0.001081954,0.000033766,0.00000254948,0.000024489545,0.005865583,0.000023095048,0.0027320855],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997595,0.000012230507,0.000014370011,0.0000457347,0.000076002274,0.00009209001],"domain_scores_gemma":[0.9992224,0.00003451896,0.000041690022,0.000038537702,0.0005181052,0.00014466594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002102863,0.00039413443,0.00020801753,0.003440598,0.0015637646,0.0013054662,0.0006132936,0.00032015235,0.0023796808],"category_scores_gemma":[0.00065272884,0.00018251047,0.00019980627,0.005462805,0.0006000243,0.00025406457,0.0007370716,0.00027848355,0.0005030008],"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":[0.00009653483,0.00007714792,0.94891137,0.00007965502,0.000079702666,0.00073584245,0.0017296406,0.0045411633,0.0054048486,0.0005301174,0.0037887353,0.0340254],"study_design_scores_gemma":[0.0000052934265,0.000009790488,0.9852717,0.000030451869,0.000025522471,0.00007963942,0.0025799226,0.0063608936,0.0006782882,0.00006951483,0.0048724967,0.000016665572],"about_ca_topic_score_codex":0.9931732,"about_ca_topic_score_gemma":0.99750656,"teacher_disagreement_score":0.01200709,"about_ca_system_score_codex":0.01200709,"about_ca_system_score_gemma":0.011907809,"threshold_uncertainty_score":0.08711791},"labels":[],"label_agreement":null},{"id":"W2049749542","doi":"10.2523/iptc-16755-abstract","title":"Athabasca Oil Sands: Application of Integrated Technology in the Identification of Commercial Thermal and Mining Opportunities","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":true,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Oil sands; Asphalt; Geology; Resource (disambiguation); Point bar; Structural basin; Mining engineering; Fluvial; Earth science; Petroleum engineering; Paleontology; Archaeology; Geography; Computer science","score_opus":0.0176399939216204,"score_gpt":0.23317562249081594,"score_spread":0.21553562856919553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049749542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96810514,0.0009353448,0.010719482,0.0002064176,0.000009703673,0.000112860434,0.001417179,0.00023599474,0.01825784],"genre_scores_gemma":[0.97702867,0.000444056,0.019821703,0.000021375898,0.0000024899732,0.000021671125,0.0004385115,0.0000099650715,0.0022114932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998035,0.00001870901,0.0000062304425,0.000027077958,0.00011012467,0.000034420063],"domain_scores_gemma":[0.99982387,0.000024879368,0.00003155622,0.0000064959363,0.00008969073,0.00002342967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019113858,0.00025626994,0.0001497407,0.002270164,0.00044721548,0.0009465119,0.00023845599,0.0001965069,0.0008377515],"category_scores_gemma":[0.0003225552,0.00007922178,0.00011217141,0.001832288,0.00020101662,0.00021078394,0.0003698108,0.00014680933,0.00017804436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026155214,0.00017705726,0.41910577,0.00025485695,0.00010541542,0.0009965327,0.000782555,0.014374267,0.25751862,0.0023156167,0.0012565841,0.30285117],"study_design_scores_gemma":[0.000021415759,0.0002460771,0.87494594,0.00008990578,0.00007225883,0.00046087411,0.0028530352,0.05546626,0.05287682,0.00084544934,0.012065245,0.00005676963],"about_ca_topic_score_codex":0.22478975,"about_ca_topic_score_gemma":0.50275326,"teacher_disagreement_score":0.77521026,"about_ca_system_score_codex":0.0018954038,"about_ca_system_score_gemma":0.0013331851,"threshold_uncertainty_score":0.44696265},"labels":[],"label_agreement":null},{"id":"W2050047744","doi":"10.2523/iptc-17502-ms","title":"Systematic Evaluation of Asphaltene Formation Damage of Reservoir Fluids from Lake Maracaibo, Venezuela","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Petro-Canada; Schlumberger (Canada)","funders":"","keywords":"Asphaltene; Permeability (electromagnetism); Petroleum engineering; Core sample; Composite number; Porosity; Saturation (graph theory); Geology; Porous medium; Deposition (geology); Precipitation; Oil in place; Core (optical fiber); Materials science; Geotechnical engineering; Composite material; Chemistry; Petroleum; Geomorphology","score_opus":0.02000460298983321,"score_gpt":0.2756191507306528,"score_spread":0.2556145477408196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050047744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989982,0.00020908877,0.00013934758,0.000010395918,0.000003317599,0.000027362392,0.00018773472,0.0000123054,0.00041212226],"genre_scores_gemma":[0.99824727,0.00019478596,0.0007629944,0.000011384341,0.0000031340903,0.000025425006,0.00031945365,0.0000057889565,0.0004298797],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997615,0.000016294744,0.000016945953,0.00005845281,0.00009918865,0.000047702015],"domain_scores_gemma":[0.9998079,0.000026471786,0.000056939083,0.000012985267,0.00007607137,0.000019658637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030750406,0.0003536238,0.00035186604,0.0016859031,0.0010077395,0.0006837998,0.00027257504,0.00035603924,0.00064305036],"category_scores_gemma":[0.00048672283,0.0002315157,0.00019052792,0.0011673915,0.00041031174,0.000336659,0.0004567692,0.000311074,0.00007086854],"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":[0.00054155727,0.00020130476,0.38680285,0.00056753255,0.000102295024,0.0020319645,0.002704104,0.0012781068,0.5804887,0.00010451355,0.00017341,0.025003724],"study_design_scores_gemma":[0.000012778863,0.00031250197,0.95691895,0.000038779333,0.00007200203,0.00038895468,0.0015366499,0.0013382164,0.03719019,0.000025114825,0.0021474792,0.00001846557],"about_ca_topic_score_codex":0.07588232,"about_ca_topic_score_gemma":0.22774774,"teacher_disagreement_score":0.07588232,"about_ca_system_score_codex":0.001010503,"about_ca_system_score_gemma":0.0006655117,"threshold_uncertainty_score":0.15088129},"labels":[],"label_agreement":null},{"id":"W2051716627","doi":"10.2523/iptc-16940-ms","title":"Sand Production Prediction Analysis of Heterogeneous Reservoirs for Sand Control and Optimal Well Completion Design","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Drawdown (hydrology); Completion (oil and gas wells); Petroleum engineering; Submarine pipeline; Permeability (electromagnetism); Production rate; Production (economics); Geotechnical engineering; Reservoir engineering; Geology; Environmental science; Mining engineering; Engineering; Aquifer; Process engineering; Groundwater","score_opus":0.011876563648795066,"score_gpt":0.22242347531443574,"score_spread":0.21054691166564066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051716627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77918714,0.000066701126,0.21790624,0.000075117205,0.000006900643,0.00007436281,0.00009720462,0.0002225819,0.0023637544],"genre_scores_gemma":[0.9939242,0.000011752072,0.00580014,0.0000024777594,6.8732686e-7,0.000011432879,0.00001797401,0.0000046463747,0.00022664134],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998348,0.00003593896,0.000008321508,0.000034477718,0.000047982376,0.000038345395],"domain_scores_gemma":[0.9994578,0.0002694647,0.000100007535,0.000022638733,0.00011604132,0.00003416642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039508656,0.00050311233,0.0005427258,0.00039400128,0.00032971395,0.0006336047,0.00037358812,0.00036832373,0.00065267814],"category_scores_gemma":[0.0009549091,0.00033256275,0.00038226807,0.00019583652,0.00038324995,0.00034288655,0.0002776609,0.0003143013,0.00005022216],"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":[0.000023709246,0.000010147627,0.0010900358,0.00000797248,0.000003355043,0.000021989707,0.000006859938,0.9945944,0.0023435752,0.00011403068,0.000016142494,0.00176774],"study_design_scores_gemma":[0.0000014756635,0.000014887678,0.00031445146,6.518298e-7,0.0000018903314,0.0000011556025,0.0000050950243,0.99886227,0.0007383436,0.00004212561,0.00001590877,0.0000017126798],"about_ca_topic_score_codex":0.020150539,"about_ca_topic_score_gemma":0.01301921,"teacher_disagreement_score":0.020150539,"about_ca_system_score_codex":0.0009336202,"about_ca_system_score_gemma":0.0011252364,"threshold_uncertainty_score":0.04006648},"labels":[],"label_agreement":null},{"id":"W2052236172","doi":"10.2523/iptc-17360-ms","title":"NMR Measurements for Pore Size Mapping at Fine Scale","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"NMR spectroscopy and applications","field":"Physics and Astronomy","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":"Schlumberger (Canada)","funders":"","keywords":"Capillary action; Capillary pressure; Displacement (psychology); Fluid dynamics; Flow (mathematics); Geology; Pore water pressure; Mechanics; Enhanced oil recovery; Petroleum engineering; Materials science; Porous medium; Mineralogy; Geotechnical engineering; Porosity; Composite material; Physics","score_opus":0.021165679833191023,"score_gpt":0.3073018413621101,"score_spread":0.2861361615289191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052236172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83200324,0.0008728598,0.16105135,0.00018338008,0.00009970811,0.000102455706,0.0006780901,0.0010877802,0.003921215],"genre_scores_gemma":[0.9390434,0.0004068602,0.05871789,0.00007757757,0.00003193971,0.00010174007,0.00022829753,0.000087033186,0.001305229],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998348,0.00002067942,0.00000883462,0.00003921395,0.00006807708,0.000028461985],"domain_scores_gemma":[0.9992687,0.0003317042,0.00010841166,0.0000824603,0.00015716233,0.00005164704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031061613,0.00022092105,0.00016713001,0.0004351066,0.00031253565,0.00028029515,0.0002764142,0.0004662839,0.0022309325],"category_scores_gemma":[0.00078661507,0.00016031666,0.00014294262,0.00029297287,0.00033381555,0.00057390047,0.00031753027,0.0006842082,0.00042678113],"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":[0.000012630779,0.0000069878224,0.00016048008,0.000019345476,0.0000015117284,0.000016517863,0.000018221202,0.000107649204,0.99812895,0.000085174586,0.000043382523,0.0013991682],"study_design_scores_gemma":[0.0000041891985,0.00015474307,0.0036054135,0.00000493195,0.000008534595,0.00011869271,0.000052801588,0.0050877025,0.98921365,0.00015883641,0.0015783025,0.000012176883],"about_ca_topic_score_codex":0.00055121497,"about_ca_topic_score_gemma":0.00088813365,"teacher_disagreement_score":0.0022309325,"about_ca_system_score_codex":0.00017971432,"about_ca_system_score_gemma":0.00016595601,"threshold_uncertainty_score":0.007463217},"labels":[],"label_agreement":null},{"id":"W2054362666","doi":"10.2523/iptc-11657-ms","title":"Reservoir Rock Behavior Pre and Post Pore Collapse during Production","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Compaction; Permeability (electromagnetism); Porosity; Breakage; Geotechnical engineering; Geology; Pore water pressure; Effective stress; Cement; Grain size; Materials science; Composite material; Chemistry","score_opus":0.0063378597886338,"score_gpt":0.2326607705341502,"score_spread":0.22632291074551641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054362666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99934417,0.00002688718,0.0001394437,0.0000040140158,6.730252e-7,0.0000034948955,0.0001052193,0.000013822382,0.00036221446],"genre_scores_gemma":[0.9996377,0.000008527425,0.000039108232,0.0000015524308,3.8678635e-7,0.000002736277,0.0001067252,0.000002622663,0.00020054917],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986076,0.000010773806,0.000007973708,0.000019690187,0.000053188556,0.000047614845],"domain_scores_gemma":[0.9994634,0.00011782104,0.00012299177,0.000037059188,0.00014621911,0.00011254662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016644411,0.00011940645,0.00021523901,0.00052952365,0.00025238155,0.00030995437,0.00025474228,0.0002344423,0.0018953083],"category_scores_gemma":[0.0006909615,0.00014603388,0.00016730731,0.0003145975,0.00029120233,0.00034399654,0.00024136968,0.0003455453,0.00034115012],"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":[0.0018800526,0.00021367932,0.1490569,0.00011123662,0.000041924388,0.0013278272,0.0007759275,0.0034728777,0.8309752,0.00013525823,0.00017111293,0.011838028],"study_design_scores_gemma":[0.000009742388,0.0013690249,0.81289047,0.000011891811,0.000022159229,0.0003710019,0.00067363185,0.0076333545,0.17643833,0.00005683359,0.00049181975,0.000031739935],"about_ca_topic_score_codex":0.0032448529,"about_ca_topic_score_gemma":0.0034777808,"teacher_disagreement_score":0.0032448529,"about_ca_system_score_codex":0.00021811538,"about_ca_system_score_gemma":0.00016774709,"threshold_uncertainty_score":0.006451905},"labels":[],"label_agreement":null},{"id":"W2054480272","doi":"10.2523/iptc-16793-ms","title":"Solvent-aided Steam-flooding Strategy Optimization in Thin Heavy Oil Reservoirs","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","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":"Petroleum Technology Research Centre; University of Calgary","keywords":"Petroleum engineering; Steam injection; Solvent; Steam-assisted gravity drainage; Enhanced oil recovery; Bottom water; Environmental science; Materials science; Light crude oil; Asphalt; Oil sands; Chemistry; Geology; Composite material; Organic chemistry","score_opus":0.021033326241341552,"score_gpt":0.2642817581704967,"score_spread":0.24324843192915516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054480272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9458467,0.00028699404,0.051136162,0.0000758432,0.000011137437,0.00005565342,0.000072095296,0.00010715596,0.0024082966],"genre_scores_gemma":[0.9858738,0.000074698146,0.013439163,0.000009053526,0.0000014241396,0.00004196933,0.000030254176,0.00000929446,0.00052026584],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999114,0.000016826934,0.000004975754,0.000015250074,0.000023781091,0.000027692062],"domain_scores_gemma":[0.99966526,0.00020448474,0.00005801729,0.0000112818425,0.000042773027,0.000018216992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038920683,0.00042588075,0.00059575646,0.0003808727,0.00017936081,0.00043284992,0.00038065124,0.00042214253,0.00071526004],"category_scores_gemma":[0.00067711296,0.00038150113,0.00046585893,0.0002289044,0.0003297482,0.00022316535,0.00032698552,0.00034096203,0.0000697675],"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":[0.000099152385,0.000054492408,0.0006573562,0.00007432363,0.0000206707,0.000067062865,0.000018187355,0.9663163,0.027679546,0.0005617406,0.00004860027,0.004402625],"study_design_scores_gemma":[0.00001424555,0.00014809349,0.00030704684,0.000003226061,0.000012261169,0.0000053679837,0.000011316836,0.9903351,0.008894212,0.00013267445,0.00013114938,0.000005313977],"about_ca_topic_score_codex":0.0038306396,"about_ca_topic_score_gemma":0.0038635049,"teacher_disagreement_score":0.0038306396,"about_ca_system_score_codex":0.0005679451,"about_ca_system_score_gemma":0.0007196653,"threshold_uncertainty_score":0.0076166987},"labels":[],"label_agreement":null},{"id":"W2054989573","doi":"10.2523/iptc-16903-ms","title":"Application of Gibbs Ensemble Monte Carlo to Phase Equilibria of CO2/Hydrocarbon Mixtures","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Phase Equilibria and Thermodynamics","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":"Japan International Cooperation Agency; Louisiana State University","keywords":"Monte Carlo method; Canonical ensemble; Phase (matter); Phase diagram; Thermodynamics; Materials science; Chemistry; Physics; Organic chemistry","score_opus":0.0068367264937377065,"score_gpt":0.239093765618799,"score_spread":0.2322570391250613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054989573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5945477,0.0010826917,0.3916454,0.00033206661,0.00013095005,0.00023526544,0.0006356781,0.0015712531,0.009818914],"genre_scores_gemma":[0.9529898,0.00017268577,0.045436624,0.000048798138,0.00002153969,0.0001506182,0.00023258319,0.00013039632,0.00081689906],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99966204,0.00014114374,0.000013417729,0.0000360145,0.00009955727,0.000047852725],"domain_scores_gemma":[0.9986487,0.0009105745,0.0000708566,0.00008190658,0.00021488452,0.00007311231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011124102,0.00060504896,0.0007915873,0.0014559596,0.0009986736,0.0005693476,0.0007083953,0.00094026723,0.0013206456],"category_scores_gemma":[0.0024542243,0.00048186624,0.00076659844,0.00097558514,0.000618464,0.00065322855,0.00051520846,0.00074483914,0.00015843683],"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":[0.00006928088,0.000046424168,0.0015145805,0.000034915705,0.000027550514,0.00004953595,0.000023379676,0.9866051,0.0023009286,0.0050595263,0.00017754638,0.0040912204],"study_design_scores_gemma":[0.0000019526701,0.0000032101623,0.00006681547,7.6878604e-7,7.772447e-7,0.0000014844751,0.0000014009242,0.99914205,0.0004091152,0.00031284778,0.000057587982,0.0000019997392],"about_ca_topic_score_codex":0.018582903,"about_ca_topic_score_gemma":0.010890096,"teacher_disagreement_score":0.018582903,"about_ca_system_score_codex":0.0013445498,"about_ca_system_score_gemma":0.0013069354,"threshold_uncertainty_score":0.036949515},"labels":[],"label_agreement":null},{"id":"W2056808907","doi":"10.2523/iptc-10944-ms","title":"Acid Gas Injection Facilities for Gas Disposal at the Shute Creek Treating Facility","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":10,"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":"Dispose pattern; Waste management; Engineering","score_opus":0.01846895053342035,"score_gpt":0.26625939636702073,"score_spread":0.24779044583360038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056808907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7801154,0.0013652549,0.05275555,0.0010960014,0.00028723164,0.0017980575,0.0025771589,0.0074836737,0.15252148],"genre_scores_gemma":[0.92668647,0.00045697848,0.02665738,0.00013468582,0.000033718014,0.00022244024,0.0018641067,0.0001751836,0.043769058],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99959344,0.000025848138,0.000015080939,0.00004412774,0.00023969712,0.00008173628],"domain_scores_gemma":[0.99946636,0.00005053955,0.00004523459,0.000051977375,0.00027918298,0.00010673123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003414156,0.0004572588,0.00023781299,0.0012689057,0.0024120398,0.0012075278,0.0008126051,0.00045730374,0.039183427],"category_scores_gemma":[0.0002806053,0.00026582167,0.00042443365,0.0006881544,0.0004318968,0.0006945428,0.0008468255,0.0005804227,0.0038059384],"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":[0.0014486143,0.0014268787,0.09060503,0.0010076768,0.00006186444,0.0043199877,0.0014974109,0.012518379,0.2831841,0.011749145,0.058561467,0.53361934],"study_design_scores_gemma":[0.000436269,0.003420679,0.153893,0.00041464018,0.00011199321,0.003934321,0.003479798,0.03969114,0.35282227,0.0024686442,0.43909913,0.00022805513],"about_ca_topic_score_codex":0.010369767,"about_ca_topic_score_gemma":0.01525784,"teacher_disagreement_score":0.039183427,"about_ca_system_score_codex":0.0017024073,"about_ca_system_score_gemma":0.0039256327,"threshold_uncertainty_score":0.13108164},"labels":[],"label_agreement":null},{"id":"W2058400366","doi":"10.2523/iptc-17057-ms","title":"Geomechanical Technology for Seal Integrity Analysis: The Three-Step Approach","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","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":"Shell (Canada)","funders":"","keywords":"Geomechanics; Geology; Pore water pressure; Geotechnical engineering; Petroleum engineering; Overburden; Deformation (meteorology); Hydraulic fracturing; Shear (geology); Petrology","score_opus":0.013744517828131098,"score_gpt":0.22230870264848132,"score_spread":0.20856418482035022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058400366","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":[0.006411366,0.00022403672,0.9875086,0.00022571505,0.000036183526,0.00011058989,0.00009888796,0.00028853322,0.0050961277],"genre_scores_gemma":[0.32963103,0.0015383307,0.65423506,0.00028176117,0.000108256914,0.000755254,0.00034623087,0.00027486222,0.012829296],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99946696,0.00011905589,0.000033196007,0.000064657135,0.00027167107,0.00004446338],"domain_scores_gemma":[0.99928814,0.00024694434,0.00010868042,0.00011622506,0.00021393415,0.000026079248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074201485,0.0011904207,0.00079034176,0.0017315923,0.0005375868,0.0019889495,0.0018107281,0.0018061856,0.0062516783],"category_scores_gemma":[0.0018706218,0.00085066137,0.0016630144,0.0007697986,0.0014324685,0.001395907,0.002232232,0.0013222729,0.0020526387],"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":[0.00003475976,0.00010921213,0.0022122394,0.00037057846,0.000079054815,0.00035014332,0.00022290707,0.78980225,0.020754673,0.10622594,0.0010989589,0.078739256],"study_design_scores_gemma":[0.000004965913,0.000081163926,0.00047448016,0.000052341682,0.000014939418,0.00008618195,0.00006873797,0.9645859,0.0031004297,0.026775038,0.0047248458,0.00003097152],"about_ca_topic_score_codex":0.0030891104,"about_ca_topic_score_gemma":0.0025652312,"teacher_disagreement_score":0.0062516783,"about_ca_system_score_codex":0.00088220485,"about_ca_system_score_gemma":0.0013882727,"threshold_uncertainty_score":0.020914018},"labels":[],"label_agreement":null},{"id":"W2063778491","doi":"10.2523/iptc-13346-ms","title":"Staged design of an EOR pilot","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","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":"Exxon Mobil Corporation","keywords":"Process (computing); Computer science; Schedule; Enhanced oil recovery; Lead (geology); Risk analysis (engineering); Systems engineering; Pilot plant; Engineering; Petroleum engineering","score_opus":0.031525965109671907,"score_gpt":0.2854330757041325,"score_spread":0.2539071105944606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063778491","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":[0.048550453,0.00024826388,0.9247549,0.00021585406,0.00016442795,0.004488348,0.00030350412,0.0020408363,0.019233452],"genre_scores_gemma":[0.35295355,0.00034225453,0.63100344,0.00012119452,0.00001953026,0.0026071386,0.0003935447,0.00018731775,0.0123720905],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99620277,0.0014484458,0.00024380222,0.0003536415,0.0014268379,0.00032450547],"domain_scores_gemma":[0.9958131,0.0009833439,0.0003964893,0.00049596076,0.0020532454,0.00025786448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037512486,0.0008254466,0.00045231843,0.0012301954,0.00076955877,0.0015952771,0.001518942,0.0008928925,0.00890927],"category_scores_gemma":[0.005447846,0.0006473187,0.00054246024,0.0005491203,0.0006722519,0.0013890226,0.0013304688,0.0007838633,0.0018967476],"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":[0.001091227,0.0010764193,0.0057048923,0.0021184566,0.00006382304,0.0014752451,0.0019364537,0.23362981,0.20150155,0.041769624,0.008600328,0.5010322],"study_design_scores_gemma":[0.000485815,0.01055143,0.009417442,0.0008842569,0.00017361711,0.0007565283,0.0022443407,0.5595135,0.1976243,0.017268118,0.20078968,0.00029088664],"about_ca_topic_score_codex":0.0022372738,"about_ca_topic_score_gemma":0.003211278,"teacher_disagreement_score":0.00890927,"about_ca_system_score_codex":0.0010729091,"about_ca_system_score_gemma":0.0031837712,"threshold_uncertainty_score":0.029804409},"labels":[],"label_agreement":null},{"id":"W2064121337","doi":"10.2523/iptc-16458-ms","title":"Optimisation Study of Production-Injection Ratio for Steam Flooding","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Steam injection; Petroleum engineering; Aquifer; Environmental science; Water injection (oil production); Water flooding; Flooding (psychology); Oil production; Environmental engineering; Geology; Groundwater; Geotechnical engineering","score_opus":0.013418342771455323,"score_gpt":0.24600732324113514,"score_spread":0.23258898046967982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064121337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93305326,0.00081158074,0.05654452,0.00011032893,0.000026963777,0.0001405292,0.00009167801,0.00018533727,0.009035909],"genre_scores_gemma":[0.99522424,0.000086135784,0.0042858217,0.0000050575636,0.0000015607113,0.000017873766,0.00001861773,0.000010775063,0.00034990534],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997383,0.000049923514,0.000017419728,0.00005242893,0.00008367412,0.00005826951],"domain_scores_gemma":[0.9997553,0.00009383683,0.00006664201,0.000014942357,0.000050686678,0.000018598423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042714356,0.00039992825,0.0003936433,0.0005926503,0.00022790224,0.0005852534,0.00040177046,0.0003803393,0.0010826621],"category_scores_gemma":[0.00078638503,0.00023997681,0.0003036605,0.0003069616,0.00020470998,0.00050737994,0.0003322905,0.00024149998,0.0001643026],"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":[0.0010598431,0.00041190605,0.01077936,0.0008409822,0.00007912655,0.0007129007,0.00018837888,0.4447796,0.45461318,0.0021500508,0.0007915934,0.08359312],"study_design_scores_gemma":[0.00012470462,0.0024649769,0.01157239,0.00004236166,0.00015429278,0.00022153184,0.00024997408,0.7284121,0.25250155,0.0007232243,0.0034768342,0.00005611253],"about_ca_topic_score_codex":0.0009303307,"about_ca_topic_score_gemma":0.00097175664,"teacher_disagreement_score":0.0010826621,"about_ca_system_score_codex":0.00038744623,"about_ca_system_score_gemma":0.00036837818,"threshold_uncertainty_score":0.0036218762},"labels":[],"label_agreement":null},{"id":"W2064711602","doi":"10.2523/iptc-17336-ms","title":"Polymeric Corrosion Inhibitors - a New Class of Versatile Oilfield Formulation Bases","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Corrosion Behavior and Inhibition","field":"Materials 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":"AkzoNobel (Canada)","funders":"AkzoNobel","keywords":"Corrosion; Alkyl; Produced water; Chemistry; Materials science; Petroleum engineering; Organic chemistry; Geology","score_opus":0.013821600520204091,"score_gpt":0.24876792162477182,"score_spread":0.23494632110456773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064711602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48267585,0.35083687,0.0756904,0.0020259866,0.001445874,0.00064289535,0.0018326229,0.001500428,0.0833491],"genre_scores_gemma":[0.80277073,0.110974975,0.02866554,0.0009165712,0.00053906493,0.00032747275,0.0012325313,0.0002219467,0.05435116],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986494,0.000016111733,0.000006938418,0.00002855463,0.000060536804,0.000022904434],"domain_scores_gemma":[0.9999069,0.000012602481,0.000032347903,0.000006091355,0.000022800501,0.000019286716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014060998,0.00051794713,0.00026182737,0.00048442616,0.00015173989,0.00040154762,0.0004681223,0.00041428095,0.0025591662],"category_scores_gemma":[0.00019177697,0.00021954355,0.0002506098,0.00025795426,0.00013934704,0.00050835294,0.00036845877,0.0009673583,0.0014143108],"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":[0.00014315538,0.00025196272,0.00024161261,0.0012254302,0.00003378066,0.00026080615,0.00006136191,0.0009700248,0.87804407,0.0031633917,0.0040299427,0.11157439],"study_design_scores_gemma":[0.000031768523,0.0016577612,0.0010103052,0.00011948874,0.000058666777,0.00088213215,0.000027180731,0.0018479028,0.7864932,0.00028964574,0.20755306,0.000028812414],"about_ca_topic_score_codex":0.00031663757,"about_ca_topic_score_gemma":0.00058523164,"teacher_disagreement_score":0.0025591662,"about_ca_system_score_codex":0.00020470023,"about_ca_system_score_gemma":0.0001474121,"threshold_uncertainty_score":0.008561254},"labels":[],"label_agreement":null},{"id":"W2067400761","doi":"10.2523/iptc-16700-abstract","title":"Evolution and Application of Geoscience Technology to Integrated Reservoir Characterisation for Enhanced Heavy Oil Recovery - Cold Lake Field, Alberta, Canada","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":true,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Steam injection; Casing; Drilling; Geology; Aquifer; Petroleum engineering; Microseism; Oil sands; Oil field; Enhanced oil recovery; Asphalt; Reservoir engineering; Environmental science; Groundwater; Petroleum; Geotechnical engineering; Engineering; Seismology; Archaeology","score_opus":0.006374750817247471,"score_gpt":0.23859664757660784,"score_spread":0.23222189675936036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067400761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73212594,0.0049869916,0.20137206,0.0012173689,0.000120401084,0.00065842294,0.006001459,0.0028520771,0.05066527],"genre_scores_gemma":[0.795916,0.0018640684,0.19196561,0.00013266054,0.0000167547,0.00009026325,0.0015997409,0.00013435454,0.008280538],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995845,0.000031652064,0.000014105965,0.000047821097,0.00026763504,0.00005431573],"domain_scores_gemma":[0.99925107,0.00004655447,0.000033244047,0.000021556429,0.00060055254,0.000047003436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007465442,0.0004747615,0.00020308414,0.003137115,0.00070995995,0.0012861859,0.000650178,0.00028389637,0.0017328152],"category_scores_gemma":[0.000651403,0.00019428965,0.00017941503,0.0028875195,0.0005281921,0.00032231142,0.00057714374,0.00023454045,0.0003048498],"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":[0.00058265997,0.00025673702,0.15950653,0.00048643892,0.00011060892,0.00060529175,0.0008594353,0.053447135,0.20080778,0.005362941,0.0065123052,0.57146204],"study_design_scores_gemma":[0.00010954865,0.0002706021,0.39260268,0.00022609522,0.00013724044,0.0004331122,0.0029146785,0.4171129,0.12793693,0.0024470806,0.05566131,0.00014789669],"about_ca_topic_score_codex":0.83239716,"about_ca_topic_score_gemma":0.9237609,"teacher_disagreement_score":0.16760284,"about_ca_system_score_codex":0.0056177983,"about_ca_system_score_gemma":0.009182568,"threshold_uncertainty_score":0.33717972},"labels":[],"label_agreement":null},{"id":"W2067988203","doi":"10.2523/iptc-11813-ms","title":"Incorporating seismic characterization results into Bul Hanine geological model","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"ConocoPhillips (Canada)","funders":"Qatar Petroleum","keywords":"Petrophysics; Seismic inversion; Reservoir modeling; Geology; Well control; Inversion (geology); Lithology; Seismic to simulation; Environmental geology; Seismology; Petrology; Petroleum engineering; Drilling; Porosity; Geotechnical engineering; Engineering","score_opus":0.017629738154899578,"score_gpt":0.26669928210962174,"score_spread":0.24906954395472217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067988203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75386137,0.00010281995,0.2218711,0.0003829168,0.000031462794,0.00014999228,0.0038545679,0.0020817365,0.017664071],"genre_scores_gemma":[0.9796602,0.000047064255,0.017475775,0.000026690264,0.000004496086,0.000058620364,0.000973639,0.000057754376,0.0016958426],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999125,0.000016024507,0.00000613402,0.000025789675,0.000018796327,0.000020775102],"domain_scores_gemma":[0.9998179,0.000047240792,0.000022631064,0.000021500391,0.000078237535,0.000012506455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023322189,0.0004859776,0.00029242536,0.0007812745,0.00040334772,0.0009908868,0.0006133754,0.0005948849,0.0025014349],"category_scores_gemma":[0.0007861014,0.0003842672,0.00035188466,0.0005352997,0.000324994,0.0005801785,0.00047163203,0.00044709846,0.00045956322],"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":[0.0000126591285,0.000008199853,0.0025705071,0.0000063937673,0.000006949535,0.000030019775,0.00002578473,0.9925673,0.0005502628,0.00056839397,0.00015611698,0.0034973833],"study_design_scores_gemma":[0.0000023913594,0.000004952617,0.0007470994,0.0000023136442,0.000002421441,0.0000047830636,0.000011323147,0.9985714,0.0002344646,0.00015133047,0.00026351283,0.000003948601],"about_ca_topic_score_codex":0.063919686,"about_ca_topic_score_gemma":0.044391707,"teacher_disagreement_score":0.063919686,"about_ca_system_score_codex":0.001366103,"about_ca_system_score_gemma":0.0013631067,"threshold_uncertainty_score":0.12709528},"labels":[],"label_agreement":null},{"id":"W2068812857","doi":"10.2523/iptc-16414-ms","title":"The Study and Application of High Temperature-Resistant Solid Expandable Tubular Technology","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Petro-Canada","funders":"PetroChina Company Limited","keywords":"Casing; Vulcanization; Natural rubber; Copper; Materials science; Annulus (botany); Welding; Seal (emblem); Metallurgy; Composite material; Mechanical engineering; Engineering","score_opus":0.0029478058257361127,"score_gpt":0.19902545948008654,"score_spread":0.19607765365435043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068812857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9709227,0.0020212466,0.022288352,0.00010497585,0.00005334243,0.000044510653,0.00003527028,0.00014263595,0.0043870425],"genre_scores_gemma":[0.9931369,0.00047755375,0.004862295,0.000008897882,0.0000121712455,0.000009723634,0.000021229642,0.000010408593,0.0014608428],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996823,0.00003410407,0.000011064802,0.000045905123,0.00018656885,0.000039969837],"domain_scores_gemma":[0.9997876,0.000027835787,0.00006050823,0.000024636412,0.00007430717,0.000025082343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026494166,0.00017770582,0.00021888892,0.00027106283,0.0002026356,0.0003333064,0.0004759187,0.00047301105,0.0007866773],"category_scores_gemma":[0.00038204473,0.00012098097,0.00031238285,0.00024981206,0.00026601512,0.00050989713,0.00026945115,0.00018639436,0.0002823397],"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":[0.00005707456,0.000034719502,0.0007767539,0.00018396697,0.000009335782,0.00069127505,0.000103055674,0.00310241,0.9840248,0.0010850581,0.0001367403,0.009794693],"study_design_scores_gemma":[0.000008693636,0.0016471982,0.0045892163,0.000022433149,0.00002900168,0.0013155919,0.00016326309,0.014785342,0.96751606,0.0002332693,0.009664706,0.000025319609],"about_ca_topic_score_codex":0.00032921042,"about_ca_topic_score_gemma":0.00031239327,"teacher_disagreement_score":0.0007866773,"about_ca_system_score_codex":0.00022132289,"about_ca_system_score_gemma":0.00019890584,"threshold_uncertainty_score":0.0026317239},"labels":[],"label_agreement":null},{"id":"W2069514048","doi":"10.2523/iptc-13998-abstract","title":"Requirements for Improved Resolution","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","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":"Computer science; Resolution (logic); Artificial intelligence","score_opus":0.023006284929809006,"score_gpt":0.2628082336134546,"score_spread":0.23980194868364563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069514048","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":[0.014668314,0.006681419,0.70287186,0.015076257,0.0023847006,0.0002969219,0.0013148007,0.005393645,0.25131214],"genre_scores_gemma":[0.29109794,0.006667265,0.58962303,0.009868354,0.0025112515,0.0008453082,0.0029937397,0.005062733,0.09133036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9895614,0.0014157525,0.00088629575,0.0018184385,0.005138797,0.001179337],"domain_scores_gemma":[0.96563864,0.009667198,0.0020175434,0.010719928,0.010879,0.0010776971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007179611,0.0013536793,0.0017787523,0.0021466755,0.0016499921,0.00728359,0.0036923932,0.004438965,0.080646396],"category_scores_gemma":[0.03550388,0.001200049,0.0012838623,0.0025468427,0.0020132123,0.012251945,0.008980785,0.003935056,0.041952435],"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":[0.0005021292,0.0001243904,0.0013708258,0.0010843477,0.00008313828,0.00059975043,0.000793973,0.010775941,0.057625357,0.58325756,0.054066826,0.28971577],"study_design_scores_gemma":[0.00015913624,0.00024369203,0.0028513577,0.000504712,0.000104121624,0.0039967815,0.0007225626,0.04054393,0.041604865,0.2959361,0.61313134,0.00020142697],"about_ca_topic_score_codex":0.0013571713,"about_ca_topic_score_gemma":0.0008490721,"teacher_disagreement_score":0.080646396,"about_ca_system_score_codex":0.0017500536,"about_ca_system_score_gemma":0.0016534091,"threshold_uncertainty_score":0.2697891},"labels":[],"label_agreement":null},{"id":"W2073439601","doi":"10.2523/iptc-17827-ms","title":"Prevention of Dissolution and Re-Precipitation of Calcium Sulfate While Acidizing","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Gypsum; Anhydrite; Dissolution; Calcium carbonate; Sulfate; Carbonate; Precipitation; Calcium; Chemistry; Hydrochloric acid; Salt (chemistry); Geology; Mineralogy; Inorganic chemistry; Organic chemistry","score_opus":0.014940459103835855,"score_gpt":0.24959780453335043,"score_spread":0.23465734542951458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073439601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854414,0.0017103885,0.008700064,0.00008945655,0.000072054616,0.00011774048,0.00016153089,0.00038610326,0.003321311],"genre_scores_gemma":[0.9885466,0.00075150124,0.0064678695,0.000037049675,0.000012639499,0.000043404405,0.00016620164,0.000034146313,0.00394055],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997882,0.000015177773,0.00001807683,0.000035322108,0.000093973445,0.00004926865],"domain_scores_gemma":[0.9998543,0.000015544021,0.000046325535,0.000013988332,0.00004291265,0.000026879314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013673013,0.00037621337,0.00030051148,0.00023872213,0.00016834988,0.0002604505,0.0003720275,0.00023922592,0.0011681024],"category_scores_gemma":[0.00022770045,0.00011026471,0.00020405327,0.00015299341,0.00017693332,0.00016920814,0.00026088793,0.00031581454,0.00032464007],"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":[0.00009131641,0.000022320757,0.00020791062,0.00008053267,0.000004950667,0.000027904698,0.0000130373255,0.00009832144,0.9961469,0.00004992549,0.00006714679,0.0031896613],"study_design_scores_gemma":[0.000005148541,0.00012971599,0.00084321277,0.0000033438066,0.0000069460934,0.000019747426,0.000008762675,0.00061951176,0.9964964,0.00000893454,0.0018562156,0.0000022348302],"about_ca_topic_score_codex":0.0019715466,"about_ca_topic_score_gemma":0.0031392183,"teacher_disagreement_score":0.0019715466,"about_ca_system_score_codex":0.00019592245,"about_ca_system_score_gemma":0.00037203374,"threshold_uncertainty_score":0.003920138},"labels":[],"label_agreement":null},{"id":"W2073451890","doi":"10.2523/iptc-14918-ms","title":"Use of CO2 as Solvent during Steam-Over-Solvent Injection in Fractured Reservoirs (SOS-FR) Method for Heavy Oil Recovery","year":2011,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Enhanced Oil Recovery Techniques","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","keywords":"Steam injection; Petroleum engineering; Solvent; Enhanced oil recovery; Hydrocarbon; Matrix (chemical analysis); Oil field; Oil reserves; Petroleum; Environmental science; Fossil fuel; Waste management; Process engineering; Materials science; Chemistry; Geology; Chromatography; Engineering; Organic chemistry","score_opus":0.028096978500981157,"score_gpt":0.2782090411763686,"score_spread":0.25011206267538744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073451890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793571,0.0011855345,0.017542878,0.00009513332,0.000033832563,0.000097401695,0.00014475863,0.00016179698,0.0013815323],"genre_scores_gemma":[0.98583543,0.0005741137,0.012426723,0.000034799577,0.000008658179,0.00003826563,0.000065593296,0.00002602739,0.0009903443],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976796,0.00003247111,0.000015078768,0.00006486507,0.00007996944,0.000039593255],"domain_scores_gemma":[0.9998172,0.000054737193,0.000058430258,0.000017617886,0.000038976246,0.000013106468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028032187,0.00028869507,0.00024629015,0.00026339272,0.00021878166,0.00020402856,0.00032185204,0.00033145427,0.00070829276],"category_scores_gemma":[0.00032367,0.00015562818,0.0002472812,0.00023849781,0.00029946584,0.00046988847,0.00027083684,0.00047050742,0.0002661709],"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":[0.00009778766,0.000039044568,0.0004548921,0.00015641512,0.0000064375913,0.000115908755,0.00006717836,0.0001831523,0.994423,0.000080385944,0.000049815564,0.0043260683],"study_design_scores_gemma":[0.0000035369944,0.00014144855,0.00070466386,0.0000051900142,0.0000074139043,0.000057932677,0.000023719991,0.0015413617,0.9970438,0.000011516615,0.0004520659,0.0000073123324],"about_ca_topic_score_codex":0.0009615197,"about_ca_topic_score_gemma":0.0025180553,"teacher_disagreement_score":0.0009615197,"about_ca_system_score_codex":0.00015301238,"about_ca_system_score_gemma":0.0002561207,"threshold_uncertainty_score":0.0023694634},"labels":[],"label_agreement":null},{"id":"W2073638424","doi":"10.2523/iptc-10694-ms","title":"Offshore Salt-Cavern-Based LNG Receiving Terminal","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Methane Hydrates and Related Phenomena","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":"SNC-Lavalin (Canada)","funders":"","keywords":"Submarine pipeline; Terminal (telecommunication); Marine engineering; Geology; Petroleum engineering; Oceanography; Engineering; Telecommunications","score_opus":0.010432522431709588,"score_gpt":0.23695316099820254,"score_spread":0.22652063856649296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073638424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90371287,0.00008900168,0.017388145,0.00021791327,0.00014014031,0.00035942136,0.001155773,0.0009976784,0.07593898],"genre_scores_gemma":[0.92399096,0.000102881415,0.0209606,0.000070964175,0.000014177777,0.00012462704,0.0012386906,0.00007784322,0.053419337],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99974996,0.000016781623,0.000015256383,0.00004717496,0.00012764844,0.00004321733],"domain_scores_gemma":[0.9997693,0.000013964218,0.000027726333,0.000048930906,0.00010578828,0.0000342163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017225412,0.0003343522,0.00021988711,0.00029636853,0.0007539802,0.0006615171,0.0009769027,0.0005215918,0.008758506],"category_scores_gemma":[0.0002733391,0.00014679183,0.0003923581,0.00039558593,0.000426058,0.00046176894,0.0011320221,0.00039228812,0.0022766048],"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":[0.0025096925,0.0004477735,0.04986368,0.0008700654,0.00007054062,0.006421076,0.00091509096,0.075669736,0.6481586,0.011023165,0.020842694,0.18320794],"study_design_scores_gemma":[0.00067841855,0.0047212616,0.101720355,0.00025553693,0.00021839148,0.005648177,0.0024968279,0.12139084,0.49875385,0.0019811932,0.26180312,0.00033202607],"about_ca_topic_score_codex":0.010275773,"about_ca_topic_score_gemma":0.02305841,"teacher_disagreement_score":0.010275773,"about_ca_system_score_codex":0.0010872968,"about_ca_system_score_gemma":0.0015375211,"threshold_uncertainty_score":0.029300153},"labels":[],"label_agreement":null},{"id":"W2073896151","doi":"10.2523/iptc-11046-abstract","title":"The Darwin LNG Project","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Spacecraft and Cryogenic Technologies","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":"ConocoPhillips (Canada)","funders":"","keywords":"Liquefied natural gas; Engineering; Electric power; Waste management; Natural gas; Power (physics)","score_opus":0.011099825822435747,"score_gpt":0.23892895003404221,"score_spread":0.22782912421160648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073896151","genre_codex":"other","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":[0.0025331175,0.002217909,0.001829187,0.0060452675,0.0036439775,0.00012910795,0.0049505755,0.0014581062,0.9771928],"genre_scores_gemma":[0.010136869,0.001432407,0.0016330746,0.0011632267,0.00042440149,0.000099980236,0.0061941002,0.0008160457,0.9781],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986179,0.0001811002,0.000049398495,0.00022318466,0.00076043134,0.00016800188],"domain_scores_gemma":[0.9989126,0.000064077125,0.00004813006,0.00016501463,0.00042871025,0.00038160474],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011249953,0.00065031095,0.0002793174,0.001590249,0.0016048355,0.004674347,0.001152768,0.001637277,0.3144297],"category_scores_gemma":[0.0020592276,0.0002509876,0.00030054816,0.0012923927,0.00070858916,0.0027192687,0.0045727463,0.0012984069,0.1574195],"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":[0.0000466999,0.000022784363,0.00047677458,0.00010335158,0.0000040770133,0.0001347883,0.00013529531,0.000120799596,0.0003266375,0.032971274,0.8669842,0.098673314],"study_design_scores_gemma":[0.0000012286133,0.00000307958,0.00028053165,0.00001535066,3.583183e-7,0.00003669734,0.000022113027,0.000020864994,0.00003903723,0.0004516311,0.9991273,0.0000017881093],"about_ca_topic_score_codex":0.010784303,"about_ca_topic_score_gemma":0.012021223,"teacher_disagreement_score":0.3144297,"about_ca_system_score_codex":0.0028483884,"about_ca_system_score_gemma":0.004254074,"threshold_uncertainty_score":0.9778828},"labels":[],"label_agreement":null},{"id":"W2075732246","doi":"10.2523/iptc-15267-ms","title":"Developing a Stage Tool for Cemented Back Monobore Completions with Open Hole Multi-Stage Systems in the Montney","year":2011,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","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":"Spark plug; Engineering; Collar; Drill; Casing; Stage (stratigraphy); Petroleum engineering; Completion (oil and gas wells); Mechanical engineering; Geology","score_opus":0.1028820604755751,"score_gpt":0.2859900572306584,"score_spread":0.1831079967550833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075732246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50246364,0.00038200684,0.47427183,0.0002715994,0.00022854199,0.0017811732,0.00050834863,0.0068089045,0.013284008],"genre_scores_gemma":[0.59831816,0.00013536439,0.38477486,0.000055496454,0.00003121101,0.00024704676,0.0003332661,0.0004220794,0.01568255],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99889296,0.00006236031,0.00006219621,0.00014782656,0.00069748686,0.00013729026],"domain_scores_gemma":[0.9986902,0.00020464252,0.00016501267,0.00025668164,0.00043448395,0.00024902963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009235585,0.00053722976,0.0003269687,0.0013262654,0.0009030569,0.0010438976,0.0011692641,0.0006282883,0.0061182007],"category_scores_gemma":[0.0012530228,0.00055797846,0.0005768481,0.0004759657,0.0007002278,0.0009810308,0.0010211981,0.0009853754,0.0014778747],"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":[0.00041262386,0.00054230675,0.013789585,0.00042419852,0.000023084873,0.001536242,0.0011776731,0.011818045,0.6854424,0.004683855,0.0040409523,0.27610895],"study_design_scores_gemma":[0.00020318973,0.005364585,0.07023058,0.00015186166,0.00008258285,0.003378172,0.0010929704,0.0872758,0.6776827,0.0021171423,0.15198198,0.00043846059],"about_ca_topic_score_codex":0.009022249,"about_ca_topic_score_gemma":0.031572845,"teacher_disagreement_score":0.009022249,"about_ca_system_score_codex":0.0008050262,"about_ca_system_score_gemma":0.0027001179,"threshold_uncertainty_score":0.02046746},"labels":[],"label_agreement":null},{"id":"W2075796938","doi":"10.2523/iptc-16913-abstract","title":"The Production Facilities Key Safe Technology of Gas Fields with High H2S/CO2 or High Pressure","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Offshore Engineering and Technologies","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":"Petro-Canada","funders":"","keywords":"Wellhead; Sour gas; Economic shortage; Natural gas field; High pressure; Environmental science; Petroleum engineering; Yield (engineering); Production (economics); Sichuan basin; Waste management; Engineering; Natural gas; Materials science; Engineering physics; Geology; Metallurgy","score_opus":0.006227070865088066,"score_gpt":0.18506077727164577,"score_spread":0.1788337064065577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075796938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6471357,0.00849896,0.25685874,0.0020662167,0.00046065223,0.00045082654,0.0011640994,0.0026042396,0.08076056],"genre_scores_gemma":[0.9572594,0.002023969,0.028237298,0.00008802125,0.00005496705,0.00008655708,0.000598448,0.000073111834,0.0115781985],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939096,0.000034506218,0.000024986388,0.0000735614,0.00035819234,0.00011767887],"domain_scores_gemma":[0.99979216,0.00001658322,0.00003221447,0.0000328123,0.000092968854,0.0000333376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040635708,0.0005278614,0.00030689486,0.0012850252,0.0011522246,0.00081345765,0.00066385354,0.00058120716,0.0034235143],"category_scores_gemma":[0.00022613298,0.0002658726,0.0004368432,0.0010570146,0.00048736238,0.0013266874,0.00085339736,0.0004440619,0.0007248893],"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":[0.00042280517,0.00014286907,0.019823596,0.0012854355,0.000034919703,0.0016980611,0.00072007644,0.0096683325,0.66891575,0.019119665,0.009186975,0.2689816],"study_design_scores_gemma":[0.00011298617,0.0009065245,0.045102093,0.00016355977,0.00008642452,0.0017445784,0.0012477284,0.027809963,0.7603177,0.007869478,0.15455362,0.000085253574],"about_ca_topic_score_codex":0.0046748086,"about_ca_topic_score_gemma":0.0043153786,"teacher_disagreement_score":0.0046748086,"about_ca_system_score_codex":0.001169894,"about_ca_system_score_gemma":0.002376977,"threshold_uncertainty_score":0.011452794},"labels":[],"label_agreement":null},{"id":"W2081078225","doi":"10.2523/iptc-10684-abstract","title":"Deploying New Technology To Improve Canada's Underbalanced Operations","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","field":"Engineering","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":"Underbalanced drilling; Casing; Drill string; Isolation (microbiology); Software deployment; Computer science; Drill; Engineering; Petroleum engineering; Drilling; Drilling fluid; Mechanical engineering; Operating system","score_opus":0.005321017512391736,"score_gpt":0.21394242864489574,"score_spread":0.20862141113250401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081078225","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5767714,0.0046109767,0.19786489,0.012502585,0.0009019347,0.0014975539,0.0014176609,0.0069469963,0.19748604],"genre_scores_gemma":[0.79909784,0.0033780402,0.11436132,0.00074268715,0.00006587104,0.00016687042,0.0013538727,0.00036216291,0.08047134],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852186,0.00009553518,0.00004713076,0.00014317245,0.0008043324,0.0003880492],"domain_scores_gemma":[0.99790823,0.00013280888,0.00012368496,0.00019993815,0.0013728456,0.00026255244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011174094,0.00063988264,0.00023223711,0.0012241808,0.0020768335,0.0022795463,0.0010010966,0.00054063427,0.012879367],"category_scores_gemma":[0.0018800014,0.00018127596,0.0003909216,0.0014850582,0.0008222692,0.0021207773,0.0010976607,0.00062862074,0.0013831931],"study_design_candidate":"not_applicable","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":[0.000480832,0.0004186175,0.020515103,0.00073531,0.000049812643,0.0009775796,0.00282774,0.015281776,0.16089538,0.023497358,0.03217853,0.74214196],"study_design_scores_gemma":[0.00023295061,0.0013590228,0.07612733,0.00032580685,0.00015294593,0.0009290331,0.0073215687,0.026988419,0.09327338,0.004426114,0.7886449,0.00021849504],"about_ca_topic_score_codex":0.71515,"about_ca_topic_score_gemma":0.80480623,"teacher_disagreement_score":0.28485,"about_ca_system_score_codex":0.010068535,"about_ca_system_score_gemma":0.028853374,"threshold_uncertainty_score":0.573055},"labels":[],"label_agreement":null},{"id":"W2081272507","doi":"10.2523/iptc-11249-ms","title":"Formation Pressure While Drilling data verified with Wireline Formation Tester, Hibernia Field, offshore Newfoundland","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","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":"Wireline; Telemetry; Submarine pipeline; Drilling; Geology; Measurement while drilling; Pressure measurement; Formation evaluation; Petroleum engineering; Directional drilling; Drilling fluid; Drill pipe; Offshore drilling; Marine engineering; Well logging; Engineering; Geotechnical engineering; Telecommunications; Mechanical engineering","score_opus":0.0174140538591172,"score_gpt":0.22747589909618315,"score_spread":0.21006184523706595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081272507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945338,0.000049069764,0.0014858795,0.000031943157,0.0000061706514,0.000042796473,0.0016214133,0.0001980299,0.0020308741],"genre_scores_gemma":[0.9934923,0.000053215444,0.0032478725,0.000022640601,0.000001721911,0.00003560369,0.0011500112,0.00001820315,0.001978347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99970055,0.000012978078,0.000022960392,0.00007587006,0.000118721655,0.00006890598],"domain_scores_gemma":[0.9990415,0.00006765643,0.0001692078,0.0000762832,0.000556391,0.000088839624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035206202,0.00025215547,0.00017304083,0.00085092476,0.0006463828,0.0003411724,0.00038186848,0.00020830949,0.0014160501],"category_scores_gemma":[0.0005413799,0.0001700583,0.00013521848,0.00066251843,0.00041354293,0.00034766019,0.0004245245,0.00025633126,0.00027520483],"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":[0.0007440296,0.00022462198,0.5096633,0.00018756202,0.00005718625,0.0023829173,0.0028466962,0.0032458678,0.40298185,0.00023458249,0.0033796118,0.07405177],"study_design_scores_gemma":[0.00001625813,0.0003541173,0.93483824,0.000024118874,0.000027445998,0.00028512406,0.0012033279,0.0030250722,0.05593984,0.000019841593,0.0042442945,0.000022336602],"about_ca_topic_score_codex":0.24762824,"about_ca_topic_score_gemma":0.54256546,"teacher_disagreement_score":0.24762824,"about_ca_system_score_codex":0.0015304245,"about_ca_system_score_gemma":0.0014317026,"threshold_uncertainty_score":0.49237376},"labels":[],"label_agreement":null},{"id":"W2081766279","doi":"10.2523/iptc-12860-ms","title":"The Field Performance of SAGD Projects in Canada","year":2008,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":74,"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-assisted gravity drainage; Petroleum engineering; Oil sands; Steam injection; Engineering; Oil field; Injector; Excellence; Civil engineering; Mechanical engineering; Asphalt","score_opus":0.01348314697973105,"score_gpt":0.2333841984953061,"score_spread":0.21990105151557504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081766279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923006,0.0001506404,0.0005883423,0.000043906424,0.000006266527,0.00010172369,0.0012039049,0.00009223422,0.005512363],"genre_scores_gemma":[0.99297875,0.00018456818,0.0012403458,0.000011599572,0.0000015667728,0.000021986776,0.001152716,0.000013620636,0.0043949327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896014,0.000049696715,0.00002805924,0.0001039188,0.00060837105,0.00024966936],"domain_scores_gemma":[0.99821484,0.000085108586,0.000099458186,0.000060597577,0.0012753117,0.00026475458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061136007,0.0003843815,0.00029286952,0.0016955168,0.0014364811,0.0010909141,0.00070748926,0.0002884766,0.0011866388],"category_scores_gemma":[0.0008691674,0.00021780364,0.00024106128,0.0024171027,0.000815732,0.00028425196,0.0007791132,0.00028113043,0.00029329647],"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":[0.0018001939,0.0009315812,0.6885122,0.0007412198,0.0001599558,0.0014849928,0.00526485,0.02060658,0.059997868,0.0016070666,0.0039117136,0.21498181],"study_design_scores_gemma":[0.00003651644,0.0010237906,0.9464558,0.000057068424,0.00004555775,0.0001942612,0.007977431,0.008288833,0.01396708,0.0001726856,0.021716569,0.00006452254],"about_ca_topic_score_codex":0.8343301,"about_ca_topic_score_gemma":0.92400223,"teacher_disagreement_score":0.16566992,"about_ca_system_score_codex":0.012496971,"about_ca_system_score_gemma":0.01280479,"threshold_uncertainty_score":0.3332911},"labels":[],"label_agreement":null},{"id":"W2082115693","doi":"10.2523/iptc-17528-ms","title":"Fibre Optic Sensing For Improved Wellbore Production Surveillance","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Shell (Canada)","funders":"Shell Exploration and Production Company","keywords":"Workflow; Computer science; Graphical user interface; Profiling (computer programming); Robustness (evolution); Visualization; Software; User interface; Environmental geology; Real-time computing; Systems engineering; Database; Engineering; Data mining; Operating system","score_opus":0.011721010487429443,"score_gpt":0.25227952522478925,"score_spread":0.2405585147373598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082115693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6530999,0.0045544235,0.32056725,0.001407659,0.00048785657,0.00022827814,0.0010133699,0.005654979,0.012986328],"genre_scores_gemma":[0.8451937,0.0010281984,0.14881381,0.00019350325,0.00009099968,0.00004713061,0.00043875814,0.00008204124,0.004111883],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994937,0.0000761209,0.000015537511,0.00010372641,0.00026504346,0.000045880577],"domain_scores_gemma":[0.9995123,0.00015224991,0.00006797903,0.000041308234,0.00020713908,0.000019064182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006326995,0.00046364323,0.00032004918,0.00083386415,0.00028083602,0.0005697726,0.00063378434,0.00060097786,0.0017737293],"category_scores_gemma":[0.00062948314,0.00018441159,0.00020149577,0.00086710264,0.00025557695,0.0008994597,0.00049161405,0.0003561618,0.00043339678],"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":[0.0003302023,0.00012873986,0.010019451,0.00025577328,0.000025718278,0.00015567693,0.00018159422,0.012620606,0.75603503,0.0010218314,0.0036958042,0.2155296],"study_design_scores_gemma":[0.00008852097,0.00088984927,0.03419383,0.00012540625,0.00009960552,0.00037899322,0.00028956935,0.25303152,0.6680379,0.0014920031,0.041198518,0.00017427912],"about_ca_topic_score_codex":0.0032655539,"about_ca_topic_score_gemma":0.008206677,"teacher_disagreement_score":0.0032655539,"about_ca_system_score_codex":0.00082018407,"about_ca_system_score_gemma":0.00039602286,"threshold_uncertainty_score":0.0064930916},"labels":[],"label_agreement":null},{"id":"W2082464678","doi":"10.2523/iptc-14076-ms","title":"Flushbys - A highly efficient and versatile service technology","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Oil and Gas Production 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":"Citation; Service (business); Computer science; World Wide Web; Library science; Business","score_opus":0.005954303494374516,"score_gpt":0.21230892461291062,"score_spread":0.2063546211185361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082464678","genre_codex":"other","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":[0.016924018,0.20659466,0.1738494,0.013247416,0.003050996,0.0008114308,0.00063761586,0.0026892829,0.58219516],"genre_scores_gemma":[0.1942014,0.35836655,0.13039222,0.005875078,0.0019896817,0.0007573566,0.002025805,0.0010695404,0.30532238],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988846,0.00013295609,0.000041692383,0.000098756725,0.0006742788,0.00016767904],"domain_scores_gemma":[0.9997187,0.00005217477,0.00001152863,0.000027172924,0.00012250348,0.00006786843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008702538,0.0008580973,0.00036756156,0.0020336001,0.0011365381,0.0045344546,0.001215719,0.0024084146,0.01272919],"category_scores_gemma":[0.0006597727,0.0005178037,0.0004915534,0.0018953201,0.0012232262,0.0065714363,0.002131449,0.002448258,0.008256271],"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":[0.000112965165,0.00016707306,0.00053473114,0.0020121275,0.000017867224,0.00047084194,0.000620454,0.0033781033,0.026563652,0.2959801,0.06208802,0.60805404],"study_design_scores_gemma":[0.000004824466,0.00015536237,0.00024321301,0.00035180844,0.0000063126176,0.00068160705,0.00019797287,0.0015610073,0.006419951,0.013770856,0.9765737,0.000033384513],"about_ca_topic_score_codex":0.003607447,"about_ca_topic_score_gemma":0.0030135366,"teacher_disagreement_score":0.01272919,"about_ca_system_score_codex":0.002089475,"about_ca_system_score_gemma":0.0023566496,"threshold_uncertainty_score":0.042583406},"labels":[],"label_agreement":null},{"id":"W2086674804","doi":"10.2523/iptc-10395-ms","title":"Optimizing Maximum Reservoir Contact Wells: Application to Saudi Arabian Reservoirs","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":15,"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":"Medical Research Council; Saudi Aramco","keywords":"Citation; Engineering; Computer science; Library science","score_opus":0.01581696762754696,"score_gpt":0.27497501809068664,"score_spread":0.25915805046313967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086674804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811338,0.00012243555,0.014154157,0.00008497249,0.000008422238,0.00006918163,0.00020659514,0.0001269525,0.0040934915],"genre_scores_gemma":[0.9937517,0.000049020004,0.0055809333,0.000006112941,7.5171346e-7,0.000016594715,0.00004811824,0.000008853941,0.0005379809],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987245,0.000040824594,0.0000059022427,0.000015000608,0.00003388625,0.000031922533],"domain_scores_gemma":[0.9994319,0.00031089553,0.00005980784,0.000035116893,0.00012385195,0.00003832366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039438703,0.0006027788,0.00046618126,0.00035059266,0.0003731597,0.0007243648,0.0005877076,0.0007643059,0.0014629102],"category_scores_gemma":[0.00077276793,0.0003085345,0.0004646146,0.0003489181,0.00028415117,0.0003318416,0.00042125693,0.00038543588,0.000098118486],"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":[0.00006162823,0.00006438921,0.0023376888,0.0000624165,0.000010817901,0.00010434082,0.00003651348,0.98995787,0.0033646685,0.0003622332,0.00011336636,0.0035241102],"study_design_scores_gemma":[0.000016406046,0.00016255034,0.0007187306,0.000005389901,0.000010553215,0.000011561924,0.000073583054,0.9940837,0.0045062583,0.00010628092,0.0002976521,0.000007439702],"about_ca_topic_score_codex":0.025208456,"about_ca_topic_score_gemma":0.025658945,"teacher_disagreement_score":0.025208456,"about_ca_system_score_codex":0.0011124935,"about_ca_system_score_gemma":0.0011216422,"threshold_uncertainty_score":0.050123453},"labels":[],"label_agreement":null},{"id":"W2087487998","doi":"10.2523/iptc-17091-ms","title":"Extending Mature Well Life by Innovative Slurry Design and Complex Coiled Tubing Wellwork","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","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":"Schlumberger (Canada)","funders":"","keywords":"Coiled tubing; Workover; Petroleum engineering; Slurry; Leak; Drilling fluid; Annulus (botany); Oil well; Work (physics); Lost circulation; Completion (oil and gas wells); Engineering; Drilling; Mechanical engineering; Materials science","score_opus":0.010593804321371782,"score_gpt":0.20485121851084492,"score_spread":0.19425741418947315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087487998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7228383,0.0058584576,0.2527546,0.00073208415,0.00034774322,0.00032873015,0.00022715815,0.0015688853,0.015343979],"genre_scores_gemma":[0.8777702,0.0012357652,0.11627195,0.000078627505,0.00003975216,0.00009157863,0.000114178794,0.00010058559,0.004297441],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99956685,0.000062984065,0.00004913318,0.00006317007,0.0001873469,0.00007059521],"domain_scores_gemma":[0.9994861,0.000050295374,0.00016514417,0.0000619267,0.00017704057,0.000059456153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007178102,0.00040029708,0.0002957182,0.00097831,0.00039005204,0.0010998704,0.0008251101,0.00059234374,0.0012989164],"category_scores_gemma":[0.0006483958,0.00022241528,0.00041056136,0.00049052155,0.0003995544,0.0010952543,0.00058538903,0.0004765979,0.0007029029],"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":[0.000234346,0.00026030806,0.007390555,0.0010903617,0.00002949968,0.00090581586,0.00055449514,0.0140405,0.81477046,0.0065564355,0.001605898,0.15256132],"study_design_scores_gemma":[0.00006390324,0.004227103,0.016538836,0.000379211,0.00018020002,0.002297627,0.0011010307,0.048869707,0.7666197,0.0049749557,0.15455984,0.0001878706],"about_ca_topic_score_codex":0.000483568,"about_ca_topic_score_gemma":0.001849659,"teacher_disagreement_score":0.0012989164,"about_ca_system_score_codex":0.00048632792,"about_ca_system_score_gemma":0.0004843874,"threshold_uncertainty_score":0.004345298},"labels":[],"label_agreement":null},{"id":"W2088261864","doi":"10.2523/iptc-13203-ms","title":"Case Study of Successful Matrix Stimulation of High-Water-Cut Wells in Dubai Offshore Fields","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Oil and Gas Production 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":"Schlumberger (Canada)","funders":"","keywords":"Petroleum engineering; Submarine pipeline; Produced water; Petroleum; Carbonate; Environmental science; Oil in place; Water cut; Matrix (chemical analysis); Well stimulation; Geology; Oil well; Geotechnical engineering; Materials science; Reservoir engineering; Composite material","score_opus":0.010418176606187981,"score_gpt":0.26059273576948533,"score_spread":0.25017455916329734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088261864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860415,0.00019271884,0.009317178,0.000148726,0.00001922393,0.00027590987,0.00009296684,0.00005930203,0.0038523816],"genre_scores_gemma":[0.9896388,0.00010671459,0.007752488,0.0000146813545,0.000004440623,0.000056455112,0.000029180324,0.000009286387,0.0023879127],"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","domain_scores_codex":[0.99937963,0.00014492845,0.00003821443,0.00007650649,0.00022779993,0.00013292079],"domain_scores_gemma":[0.99919516,0.00027366495,0.0001051336,0.00006557,0.00017545685,0.00018495353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007277726,0.000550274,0.000359612,0.00048670845,0.0011970607,0.00072572054,0.0008112163,0.001226344,0.0020307426],"category_scores_gemma":[0.00079324894,0.00018400622,0.00035436335,0.00035399635,0.0007324067,0.0003146749,0.00070457614,0.00038775898,0.00033904132],"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":[0.0021846453,0.002172456,0.09441781,0.0025162096,0.00019644592,0.15136734,0.0052622496,0.18518856,0.40704373,0.0049905432,0.0029448727,0.14171512],"study_design_scores_gemma":[0.0003527446,0.011865686,0.09458954,0.00047300858,0.00024069136,0.022168655,0.021455605,0.1562165,0.6503631,0.0028126508,0.039174143,0.00028768874],"about_ca_topic_score_codex":0.004498649,"about_ca_topic_score_gemma":0.014778269,"teacher_disagreement_score":0.004498649,"about_ca_system_score_codex":0.0008515242,"about_ca_system_score_gemma":0.00090810674,"threshold_uncertainty_score":0.008944929},"labels":[],"label_agreement":null},{"id":"W2091237372","doi":"10.2523/iptc-10094-ms","title":"Complex Stratigraphic and Structural Evolution of Jabung Sub-basin and its Hydrocarbon Accumulation; Case Study from Talang Akar Reservoir, South Sumatra Basin, Indonesia","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Geological and Geophysical Studies","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":"Petro-Canada","funders":"","keywords":"Geology; Structural basin; Hydrocarbon exploration; Paleontology; Geochemistry","score_opus":0.0314808855369503,"score_gpt":0.24980903675319513,"score_spread":0.21832815121624483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091237372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989467,0.000026182133,0.00005590856,0.00001065551,4.7920787e-7,0.00000673238,0.00009492471,0.0000033959432,0.0008549839],"genre_scores_gemma":[0.9993468,0.00003166751,0.000110444074,0.0000028813408,4.042375e-7,0.0000036193055,0.00006395903,0.0000014551407,0.00043882022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99996114,0.00000519229,0.000003367692,0.000010553048,0.0000076154274,0.00001215703],"domain_scores_gemma":[0.9999223,0.000013739917,0.000023875406,0.000006829891,0.000011679258,0.000021685382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006354861,0.00016295769,0.000120925026,0.0007297008,0.00041552313,0.00049488526,0.0002838268,0.00018740531,0.00093854865],"category_scores_gemma":[0.00015785069,0.00013566327,0.00011710054,0.001078941,0.00042626858,0.00026005524,0.00030419568,0.00013132399,0.00010224007],"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":[0.00019464947,0.00033828313,0.9011354,0.00020316597,0.0000633705,0.02913409,0.01072277,0.006495718,0.014487059,0.00093753065,0.00067360565,0.035614222],"study_design_scores_gemma":[0.000007328599,0.00006437605,0.97918874,0.000023276605,0.00003106474,0.0025528101,0.009685655,0.00514249,0.0015591515,0.000148905,0.0015836841,0.000012546791],"about_ca_topic_score_codex":0.06265656,"about_ca_topic_score_gemma":0.1562637,"teacher_disagreement_score":0.06265656,"about_ca_system_score_codex":0.00092083286,"about_ca_system_score_gemma":0.00042439197,"threshold_uncertainty_score":0.12458372},"labels":[],"label_agreement":null},{"id":"W2094342908","doi":"10.2523/iptc-17047-ms","title":"Intensive Use of 4D Seismic in Reservoir Monitoring, Modelling and Management: The Dalia Case Study","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":4,"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":"Geology; Inversion (geology); Reservoir modeling; Seismology; Seismic inversion; Petroleum engineering; Mining engineering","score_opus":0.049546221176189974,"score_gpt":0.2889388027935663,"score_spread":0.23939258161737634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094342908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768088,0.0005460977,0.004025157,0.0012235426,0.000018236755,0.00016097665,0.0006488776,0.000068219546,0.016499996],"genre_scores_gemma":[0.9958384,0.00023072814,0.0020357114,0.000052560426,0.00000451739,0.00003193526,0.000121058176,0.0000054058814,0.0016796376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99961287,0.00009200945,0.000030094758,0.00005080847,0.000070326576,0.00014384542],"domain_scores_gemma":[0.9994122,0.00021692549,0.00011372768,0.000060350278,0.000086610926,0.00011011359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043504688,0.00045455332,0.00022253366,0.0012587911,0.00069352647,0.0016360872,0.0010607495,0.0008762025,0.0013613636],"category_scores_gemma":[0.0011489716,0.00020533048,0.00027097034,0.0018370514,0.0014280295,0.0006213736,0.0017953825,0.00047197498,0.00011667354],"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":[0.00074689457,0.0009224482,0.46347314,0.00082282955,0.0001987385,0.048970748,0.0074946606,0.28030843,0.01043392,0.02694454,0.004153744,0.15552987],"study_design_scores_gemma":[0.00027356454,0.00095890404,0.38886744,0.0005753027,0.00024903633,0.008326798,0.05027312,0.44521862,0.020321181,0.01178363,0.0728782,0.00027422124],"about_ca_topic_score_codex":0.15063304,"about_ca_topic_score_gemma":0.1213385,"teacher_disagreement_score":0.15063304,"about_ca_system_score_codex":0.0041469405,"about_ca_system_score_gemma":0.0019886154,"threshold_uncertainty_score":0.2995125},"labels":[],"label_agreement":null},{"id":"W2094669902","doi":"10.2523/iptc-18191-ms","title":"pH Measurement for Low Soluble Salts Monitoring in Monoethylene Glycol(MEG) Regeneration System","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Methane Hydrates and Related Phenomena","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Hydrate; Chemistry; Precipitation; Ion; Chemical engineering; Analytical Chemistry (journal); Chromatography; Organic chemistry; Meteorology","score_opus":0.01865866577511545,"score_gpt":0.2319125215107687,"score_spread":0.21325385573565325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094669902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88796407,0.005494,0.09106347,0.0007424139,0.00065603666,0.00032429022,0.0028330977,0.002226472,0.008696078],"genre_scores_gemma":[0.9385009,0.002390199,0.049962614,0.00044898948,0.000098391276,0.0003017712,0.0010528752,0.00012105034,0.007123309],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990088,0.00011780384,0.00005544604,0.0002306276,0.0005145411,0.00007266729],"domain_scores_gemma":[0.99945563,0.00012739915,0.00008234502,0.000034936675,0.00025573862,0.00004398919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005592206,0.0007008861,0.00044121695,0.0007172686,0.00035570862,0.0005516615,0.0006626434,0.0010714664,0.0021144503],"category_scores_gemma":[0.00083649036,0.00031842728,0.00044048805,0.0006976543,0.00026520324,0.00089045067,0.00048401995,0.0008602893,0.0010014094],"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":[0.00038546885,0.00007681288,0.005725043,0.00030646988,0.000021649194,0.00021354316,0.00022319282,0.00025202264,0.97529364,0.00015813147,0.00070691266,0.016637184],"study_design_scores_gemma":[0.000020019335,0.00046453622,0.0057441974,0.000026035317,0.000047912632,0.0002934123,0.00017976726,0.0068108565,0.9823042,0.00013251718,0.0039408873,0.00003568645],"about_ca_topic_score_codex":0.00050123926,"about_ca_topic_score_gemma":0.0006707515,"teacher_disagreement_score":0.0021144503,"about_ca_system_score_codex":0.000320385,"about_ca_system_score_gemma":0.00024727342,"threshold_uncertainty_score":0.0070735216},"labels":[],"label_agreement":null},{"id":"W2094717026","doi":"10.2523/iptc-16743-ms","title":"Evaluation Techniques of Reserves for Heavy Oil and Oil Sands","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","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":"Oil sands; Oil reserves; Petroleum engineering; Geology; Oil shale; Oil in place; Steam injection; Unconventional oil; Porosity; Petroleum; Environmental science; Oil production; Mining engineering; Geotechnical engineering; Asphalt; Materials science","score_opus":0.028385861824874594,"score_gpt":0.30534199796989814,"score_spread":0.27695613614502357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094717026","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":[0.5393749,0.0004217651,0.45262143,0.00010954015,0.000030571493,0.00017192702,0.00033159432,0.0009463538,0.0059918906],"genre_scores_gemma":[0.90740734,0.000146696,0.090806864,0.000009022397,0.000009065366,0.00005382627,0.00021537575,0.000032455067,0.0013193879],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991431,0.0001266684,0.00011031926,0.00012755331,0.00039673122,0.000095609306],"domain_scores_gemma":[0.9983171,0.00037773655,0.0002877568,0.00009746888,0.000840177,0.00007972586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087724463,0.0005079669,0.0003283234,0.004305212,0.0003650119,0.00087445887,0.00037929774,0.00026567522,0.0009829393],"category_scores_gemma":[0.0023086173,0.00015132001,0.0005115443,0.0016002854,0.00041366692,0.0008061719,0.0005057117,0.00025622034,0.0002469589],"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":[0.00067277596,0.0001468196,0.11764531,0.000452748,0.00012784125,0.00035174174,0.000924887,0.061752647,0.15159687,0.006229517,0.0013615544,0.65873736],"study_design_scores_gemma":[0.00002318296,0.00031587257,0.08912885,0.000071613074,0.00013861415,0.0003489615,0.0013065264,0.80292165,0.098927416,0.0034956506,0.0032421558,0.00007956829],"about_ca_topic_score_codex":0.0056615076,"about_ca_topic_score_gemma":0.0048340806,"teacher_disagreement_score":0.0056615076,"about_ca_system_score_codex":0.00055848074,"about_ca_system_score_gemma":0.0006066513,"threshold_uncertainty_score":0.011257112},"labels":[],"label_agreement":null},{"id":"W2125729883","doi":"10.2523/iptc-17126-ms","title":"Well Integrality Technical Practice of Ultra Deep Ultrahigh Pressure Well in Tarim Oilfield","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Petro-Canada","funders":"","keywords":"Overburden; Petroleum engineering; Lithology; Geology; Foreland basin; Tarim basin; Borehole; Natural gas; Completion (oil and gas wells); Natural gas field; Well logging; Petrology; Mining engineering; Structural basin; Geotechnical engineering; Geochemistry; Geomorphology; Engineering","score_opus":0.005581056534594383,"score_gpt":0.22855964590931924,"score_spread":0.22297858937472487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125729883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.917868,0.00078271626,0.054931115,0.00092211785,0.00008624413,0.00021536484,0.00014977645,0.00040497532,0.024639746],"genre_scores_gemma":[0.9692449,0.0004832544,0.016538693,0.000056507026,0.000012295904,0.000028964116,0.00008864938,0.000034650206,0.013512185],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992841,0.00011867717,0.0000566636,0.00010245336,0.00033665163,0.000101474834],"domain_scores_gemma":[0.9990264,0.00009250864,0.00016979202,0.00008680741,0.0005078184,0.00011662758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008474721,0.00030564863,0.00010808088,0.0008897349,0.0012845761,0.00065604795,0.0004660648,0.0004012924,0.003589275],"category_scores_gemma":[0.0009892785,0.00020094514,0.00021819731,0.00048409912,0.00044272357,0.00086067925,0.0007618528,0.0003185117,0.0004959589],"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":[0.0005409082,0.00041685093,0.24207924,0.0008596863,0.00004620586,0.008395802,0.017785868,0.011618204,0.19299012,0.008881328,0.008016494,0.50836927],"study_design_scores_gemma":[0.000046550624,0.0022432213,0.4353196,0.0006398283,0.00018534696,0.00985963,0.050447833,0.049457185,0.26778528,0.00650683,0.17720097,0.00030770374],"about_ca_topic_score_codex":0.005847005,"about_ca_topic_score_gemma":0.0137451505,"teacher_disagreement_score":0.005847005,"about_ca_system_score_codex":0.00093301997,"about_ca_system_score_gemma":0.0015167651,"threshold_uncertainty_score":0.012007296},"labels":[],"label_agreement":null},{"id":"W2242774440","doi":"10.2523/iptc-17765-ms","title":"First Successful Proppant Fracture for Unconventional Carbonate Source Rock in Saudi Arabia","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"","keywords":"Hydraulic fracturing; Petroleum engineering; Geology; Carbonate; Unconventional oil; Shale gas; Oil shale; Fossil fuel; Natural gas; Mining engineering; Geomechanics; Geotechnical engineering; Engineering; Waste management; Paleontology","score_opus":0.006554926126339077,"score_gpt":0.21710440618398547,"score_spread":0.2105494800576464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2242774440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99570024,0.0001842806,0.002243877,0.000068211666,0.000017253175,0.00007093805,0.00010910853,0.00003773478,0.001568356],"genre_scores_gemma":[0.9939255,0.000125654,0.0035174962,0.000029915656,0.000003979426,0.000019227607,0.00009325281,0.000011391068,0.0022735929],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997986,0.000015525098,0.000011494463,0.000020702408,0.00011514909,0.000038596645],"domain_scores_gemma":[0.99982846,0.000036830064,0.000023243832,0.000018052679,0.000069740105,0.000023604083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026841197,0.00033059745,0.00032752307,0.00032824016,0.0007003376,0.0002601785,0.00027515081,0.0005543346,0.0010163699],"category_scores_gemma":[0.00028389122,0.0001282347,0.0003450911,0.00020160955,0.00034679985,0.00014905067,0.00036721214,0.0003985568,0.00022840887],"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":[0.00063009304,0.0001272525,0.0057442756,0.0002939242,0.000027646576,0.0017971178,0.00076163287,0.004192356,0.9494676,0.00024343598,0.00034714627,0.036367558],"study_design_scores_gemma":[0.00002852615,0.0027641507,0.021577576,0.000024273984,0.000034201425,0.0006576457,0.0010197017,0.0068666944,0.96132386,0.000103737395,0.005571993,0.000027685592],"about_ca_topic_score_codex":0.0035254299,"about_ca_topic_score_gemma":0.0161373,"teacher_disagreement_score":0.0035254299,"about_ca_system_score_codex":0.00036107955,"about_ca_system_score_gemma":0.0003881303,"threshold_uncertainty_score":0.0070098042},"labels":[],"label_agreement":null},{"id":"W2273801783","doi":"10.2523/iptc-18533-ms","title":"Fracture Characterization by Integrating Seismic-Derived Attributes including Anisotropy and Diffraction Imaging with Borehole Fracture Data in an Offshore Carbonate Field, United Arab Emirates","year":2015,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Seismic Imaging and Inversion Techniques","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":false,"ca_institutions":"ExxonMobil (Canada)","funders":"Abu Dhabi National Oil Company","keywords":"Geology; Borehole; Overburden; Seismology; Anisotropy; Fracture (geology); Petrophysics; Gemology; Submarine pipeline; Petrology; Economic geology; Reservoir modeling; Engineering geology; Geotechnical engineering; Tectonics","score_opus":0.025563184609706895,"score_gpt":0.2574670363413435,"score_spread":0.2319038517316366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2273801783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99878484,0.000014599916,0.0005181779,0.00001894575,0.0000010712063,0.000008378207,0.0002325932,0.000020473364,0.00040087043],"genre_scores_gemma":[0.9960835,0.00002569278,0.003203406,0.000008270332,0.0000020060943,0.000007246235,0.00042615263,0.0000045669235,0.0002390389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998118,0.000029776545,0.000017236976,0.000038989125,0.00006322268,0.000038998754],"domain_scores_gemma":[0.99941623,0.00010560367,0.00008927108,0.00004968608,0.0002905812,0.000048666414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004181036,0.0003047315,0.00018885813,0.0019380095,0.00030101702,0.00041179883,0.00038310693,0.0003828609,0.0004345557],"category_scores_gemma":[0.0007970979,0.00022341723,0.00025085267,0.0016428721,0.00023964574,0.00035890646,0.00038279244,0.00023300605,0.00010109214],"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":[0.00027552378,0.0004462028,0.86867917,0.000077101744,0.00012250291,0.0022804854,0.0016303312,0.025073132,0.03655352,0.00028163995,0.0006458722,0.06393454],"study_design_scores_gemma":[0.00001233664,0.00011277544,0.93219835,0.000018373232,0.00003570648,0.00034109643,0.0023898857,0.059614643,0.004284484,0.00009957096,0.00086414965,0.000028610524],"about_ca_topic_score_codex":0.087351374,"about_ca_topic_score_gemma":0.26569152,"teacher_disagreement_score":0.087351374,"about_ca_system_score_codex":0.000606371,"about_ca_system_score_gemma":0.0005618532,"threshold_uncertainty_score":0.17368591},"labels":[],"label_agreement":null},{"id":"W2284849214","doi":"10.2523/iptc-11490-ms","title":"Development of highly contaminated gas &amp; oil fields, breakthrough CO2/H2S Separation Technologies","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Marine and Offshore Engineering Studies","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":"Abu dhabi; Crude oil; Middle East; Emerging technologies; Fossil fuel; Natural gas; Contamination; Natural gas field; Resource (disambiguation); Environmental science; Petroleum; Investment (military); Petroleum engineering; Computer science; Natural resource economics; Engineering; Geology; Waste management; Geography; Economics","score_opus":0.01234060889704028,"score_gpt":0.25219287670541946,"score_spread":0.23985226780837918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284849214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6003511,0.016532026,0.09379263,0.005536899,0.0005886355,0.0007275624,0.0016385479,0.0014414499,0.27939114],"genre_scores_gemma":[0.8316353,0.012536335,0.05682886,0.0004779823,0.00007520265,0.0001742887,0.0015914042,0.000095171556,0.096585475],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99968195,0.00002184998,0.000012900639,0.000032926167,0.00020849588,0.000041909836],"domain_scores_gemma":[0.9997944,0.00001646584,0.000026605692,0.000016628406,0.00010013839,0.00004578496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052115,0.000337118,0.00016190835,0.00057740643,0.00046752408,0.0010635467,0.00035766468,0.0004773303,0.0043784897],"category_scores_gemma":[0.00022837818,0.00014946966,0.000243522,0.00048169907,0.00031388536,0.0009348076,0.00055339833,0.0005717537,0.0012479792],"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":[0.00032584855,0.0004547703,0.0038578708,0.0008660282,0.000019122055,0.0006975782,0.00025796442,0.0090150125,0.63492244,0.024204956,0.015362115,0.31001627],"study_design_scores_gemma":[0.00008500393,0.0012786031,0.009461673,0.00014567867,0.000023471155,0.00063236646,0.00035828067,0.008289913,0.71997166,0.0047806576,0.25492975,0.000042999007],"about_ca_topic_score_codex":0.0041423473,"about_ca_topic_score_gemma":0.006057137,"teacher_disagreement_score":0.0043784897,"about_ca_system_score_codex":0.0019464327,"about_ca_system_score_gemma":0.0015605021,"threshold_uncertainty_score":0.014647543},"labels":[],"label_agreement":null},{"id":"W2286660605","doi":"10.2523/iptc-16757-ms","title":"Vertical or Horizontal? Hydraulic Fracture Geometry as a Make or Break to a Tight Gas Field in the Western Sichuan Basin","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"Shell (Canada)","funders":"Shell Exploration and Production Company","keywords":"Hydraulic fracturing; Tight gas; Geology; Overburden; Fracture (geology); Geomechanics; Geotechnical engineering; Permeability (electromagnetism); Natural gas field; Completion (oil and gas wells); Well stimulation; Petroleum engineering; Reservoir engineering; Engineering; Natural gas","score_opus":0.008477754516670865,"score_gpt":0.24290777709086359,"score_spread":0.2344300225741927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286660605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996511,0.000015998028,0.00010539162,0.000006827498,5.53569e-7,0.000001986796,0.000013809522,0.0000033746392,0.0002009633],"genre_scores_gemma":[0.99973744,0.000009810108,0.00010806912,0.0000022228564,5.011438e-7,0.0000016160388,0.000012638868,4.149587e-7,0.00012731797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99987423,0.0000125229135,0.0000063900793,0.00002751099,0.00003070917,0.00004851842],"domain_scores_gemma":[0.9999081,0.000015288773,0.000028915625,0.0000070843084,0.000019962868,0.000020705525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013866521,0.0000982121,0.00013424786,0.0011738876,0.0008531835,0.00041700262,0.00033748455,0.0003699675,0.0006044959],"category_scores_gemma":[0.0002437027,0.00012018758,0.00014884784,0.00090091396,0.00070750614,0.00017778107,0.00034967138,0.00014773855,0.000035251982],"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":[0.00017848866,0.00006815901,0.92600656,0.000057946338,0.00004121837,0.0038376246,0.002599774,0.007371106,0.02007568,0.001050692,0.00018870218,0.038524102],"study_design_scores_gemma":[0.0000020949778,0.0000670688,0.99235547,0.0000075114317,0.000008866293,0.00036661024,0.0027744556,0.0030646382,0.00080449687,0.00018706119,0.0003513025,0.00001046228],"about_ca_topic_score_codex":0.056784563,"about_ca_topic_score_gemma":0.12372774,"teacher_disagreement_score":0.056784563,"about_ca_system_score_codex":0.00067210715,"about_ca_system_score_gemma":0.0005691211,"threshold_uncertainty_score":0.112908065},"labels":[],"label_agreement":null},{"id":"W2292859676","doi":"10.2523/iptc-18518-ms","title":"Processing of Sparsely and Irregularly Sampled 3D OBC Seismic Data Offshore Abu Dhabi","year":2015,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Schlumberger (Canada)","funders":"","keywords":"Geology; Interpolation (computer graphics); Aliasing; Sampling (signal processing); Frequency domain; Computer science; Acoustics; Seismology; Filter (signal processing); Telecommunications; Computer vision","score_opus":0.07970737972310422,"score_gpt":0.2658354349162255,"score_spread":0.1861280551931213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292859676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83938456,0.00021439725,0.14547245,0.0006439252,0.00013593015,0.00014019076,0.003042697,0.001261256,0.009704537],"genre_scores_gemma":[0.83973825,0.00032559698,0.14821842,0.00017260732,0.000042616448,0.00013666166,0.0047305776,0.00015468187,0.006480558],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998202,0.00001586447,0.000009745838,0.000024360541,0.00009462892,0.000035274323],"domain_scores_gemma":[0.99970454,0.000042575164,0.000034038832,0.00004176674,0.00015130482,0.00002564678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019935907,0.0005693172,0.0002955925,0.0012308506,0.0004353406,0.00060964125,0.0003746045,0.00055125146,0.0020100684],"category_scores_gemma":[0.00059661304,0.0003051382,0.00033823875,0.0016402378,0.0002745646,0.00036734377,0.0008509617,0.00046492094,0.0010695155],"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":[0.00071928126,0.00020064402,0.05626098,0.00059365126,0.00014371063,0.00279232,0.0018931172,0.17196427,0.38150412,0.0028770564,0.008135129,0.3729157],"study_design_scores_gemma":[0.00007006418,0.00019523152,0.117956154,0.00011356098,0.00008123999,0.0007394499,0.0023778807,0.7701294,0.08221918,0.0020383056,0.023925664,0.00015397216],"about_ca_topic_score_codex":0.01447241,"about_ca_topic_score_gemma":0.02525389,"teacher_disagreement_score":0.01447241,"about_ca_system_score_codex":0.0002632958,"about_ca_system_score_gemma":0.0011881719,"threshold_uncertainty_score":0.028776348},"labels":[],"label_agreement":null},{"id":"W2314267428","doi":"10.2523/iptc-18469-ms","title":"A Portfolio of Commercial Scale CCS Demonstration Projects","year":2015,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","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":"Shell (Canada)","funders":"","keywords":"Portfolio; Software deployment; Project portfolio management; Scale (ratio); Process (computing); Relevance (law); Project management; Key (lock); Engineering management; Process management; Fossil fuel; Engineering; Systems engineering; Computer science; Business; Construction engineering; Computer security; Finance; Waste management","score_opus":0.032674184357597474,"score_gpt":0.2784315937879173,"score_spread":0.24575740943031985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314267428","genre_codex":"empirical","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":[0.7121414,0.0035328637,0.046553444,0.0117259845,0.0008649427,0.006773024,0.008773868,0.003614195,0.20602027],"genre_scores_gemma":[0.76309305,0.004166576,0.060358554,0.0010768146,0.00024049218,0.0036952281,0.02022358,0.0009086161,0.146237],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969169,0.0005838922,0.0001474292,0.0003653077,0.0015049828,0.00048140413],"domain_scores_gemma":[0.99294394,0.0008244579,0.0003123818,0.0005622861,0.0025035639,0.0028532927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073057096,0.00060558406,0.00034340395,0.001573745,0.0016799762,0.0025913317,0.0010687185,0.0010554177,0.016534975],"category_scores_gemma":[0.0053029237,0.0003844236,0.00031077696,0.0014553353,0.00057909044,0.0012185286,0.004680323,0.0010005569,0.0049275137],"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":[0.0017822182,0.003146032,0.0203447,0.0012606288,0.00010150325,0.0030448276,0.0024071997,0.018156284,0.031947862,0.011427815,0.13750324,0.7688776],"study_design_scores_gemma":[0.0003969243,0.004061037,0.045771405,0.00044506675,0.000030729814,0.0013728043,0.0036807407,0.013446538,0.0167138,0.0063852323,0.9075644,0.0001313079],"about_ca_topic_score_codex":0.0015435324,"about_ca_topic_score_gemma":0.0036156352,"teacher_disagreement_score":0.016534975,"about_ca_system_score_codex":0.0015292809,"about_ca_system_score_gemma":0.0045535257,"threshold_uncertainty_score":0.055315018},"labels":[],"label_agreement":null},{"id":"W2318965996","doi":"10.2523/iptc-16425-ms","title":"Recent Technology Developments in Surfactants and Polymers for Enhanced Oil Recovery","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"ConocoPhillips (Canada)","funders":"","keywords":"Pulmonary surfactant; Surface tension; Flexibility (engineering); Enhanced oil recovery; Chemical engineering; Ethylene oxide; Polymer; Materials science; Computer science; Nanotechnology; Chemistry; Composite material; Thermodynamics; Engineering; Copolymer","score_opus":0.008629392529894565,"score_gpt":0.2299446255101113,"score_spread":0.22131523298021674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318965996","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":[0.054656666,0.7798266,0.082482524,0.009625201,0.0015005888,0.00019469138,0.00018797483,0.0003053677,0.07122049],"genre_scores_gemma":[0.19123597,0.65683347,0.11357605,0.003965837,0.0023013128,0.00028864475,0.00041991714,0.0000968185,0.031282052],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993787,0.00016148968,0.000059801747,0.00012001534,0.00023203739,0.0000479523],"domain_scores_gemma":[0.99870384,0.00053939945,0.00019474667,0.0000742939,0.0004008339,0.00008686061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002220071,0.0006638811,0.00038319535,0.001363969,0.0003066524,0.0010439508,0.0006409498,0.001327203,0.0034738798],"category_scores_gemma":[0.0011213276,0.00039943482,0.00045299673,0.0013902321,0.0008876421,0.002022907,0.000739277,0.0013583124,0.0016731237],"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":[0.00029249312,0.0004171711,0.0012728346,0.0061123073,0.000107671956,0.000836404,0.00027911007,0.003812722,0.4176418,0.06316659,0.009474053,0.49658677],"study_design_scores_gemma":[0.00006744204,0.0012736104,0.0017120112,0.00045034155,0.00008928689,0.002712739,0.00014489902,0.0039384575,0.34009737,0.010065562,0.63936085,0.00008746979],"about_ca_topic_score_codex":0.0003665843,"about_ca_topic_score_gemma":0.00050981285,"teacher_disagreement_score":0.0034738798,"about_ca_system_score_codex":0.0008491833,"about_ca_system_score_gemma":0.00064515375,"threshold_uncertainty_score":0.0117409825},"labels":[],"label_agreement":null},{"id":"W2331860861","doi":"10.2523/iptc-16762-ms","title":"Successful Fracture Stimulation in the First Joint Appraisal Shale Gas Project in China","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Shell (Canada)","funders":"","keywords":"Petroleum engineering; Geology; Wellhead; Microseism; Oil shale; Hydraulic fracturing; Permeability (electromagnetism); Shale gas; Tight gas; Fracture (geology); Geotechnical engineering","score_opus":0.009144202232556615,"score_gpt":0.24380503632736103,"score_spread":0.23466083409480443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331860861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949608,0.00006117802,0.0014178803,0.00012746266,0.000008493285,0.0001800054,0.000035465928,0.000044564913,0.0031641198],"genre_scores_gemma":[0.99212426,0.00006451394,0.0020632858,0.000032149892,0.0000057388174,0.000116255505,0.00007421813,0.0000116209785,0.005507844],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983608,0.00031956894,0.000051930478,0.00014762582,0.0005201601,0.00059994194],"domain_scores_gemma":[0.999153,0.00007890325,0.000057420584,0.00008278466,0.00021501211,0.00041284587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002475364,0.0005857507,0.00040935513,0.00113321,0.0029751088,0.0006056718,0.00076082174,0.000877587,0.0023744341],"category_scores_gemma":[0.001073703,0.00027973423,0.0005505216,0.0005975324,0.0008355599,0.00034603433,0.0022515238,0.0006116014,0.00032006387],"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":[0.0020331854,0.005381564,0.25948063,0.0005383907,0.00026075155,0.019347506,0.02074864,0.025878826,0.15436608,0.005379076,0.0053050276,0.50128037],"study_design_scores_gemma":[0.0005902825,0.02034796,0.7563941,0.00013098387,0.00018995153,0.0032577396,0.03636877,0.025800474,0.11334025,0.0028835644,0.040451325,0.00024457154],"about_ca_topic_score_codex":0.0215302,"about_ca_topic_score_gemma":0.06016103,"teacher_disagreement_score":0.0215302,"about_ca_system_score_codex":0.0026763869,"about_ca_system_score_gemma":0.008505531,"threshold_uncertainty_score":0.042809784},"labels":[],"label_agreement":null},{"id":"W2334448401","doi":"10.2523/iptc-17806-ms","title":"Surface Modification of Proppant to Improve Transport and Placement","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":10,"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":"Materials science; Comminution; Petroleum engineering; Hydraulic fracturing; Brine; Environmental science; Composite material; Geology; Metallurgy; Chemistry","score_opus":0.008814696631501223,"score_gpt":0.22782113631764403,"score_spread":0.2190064396861428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334448401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96794087,0.0009527493,0.021976542,0.00018878772,0.00013656792,0.00017985735,0.00041920267,0.0003735258,0.007831815],"genre_scores_gemma":[0.96918577,0.00084343145,0.019593777,0.00010895547,0.000019477828,0.000096130214,0.00053837046,0.000119542696,0.009494561],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998951,0.000005442676,0.0000072497446,0.000021335189,0.000045197707,0.00002569204],"domain_scores_gemma":[0.9998809,0.00001767542,0.000034071178,0.000015740723,0.000039997,0.000011576998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000924436,0.00048662125,0.00016485782,0.00016957868,0.00013548086,0.00023164866,0.00035025575,0.00032386137,0.0027240536],"category_scores_gemma":[0.0002395235,0.00016572308,0.00025484746,0.00017228482,0.00011420479,0.00031829497,0.00017014491,0.0004648737,0.0007728552],"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":[0.000017608701,0.000012381131,0.00007542231,0.000040006933,0.0000017959674,0.000047744823,0.0000065384493,0.00018779945,0.99789315,0.000043902786,0.0000416721,0.0016320829],"study_design_scores_gemma":[0.0000030923777,0.00012236081,0.0007976272,0.0000028292782,0.0000045829875,0.000063151296,0.000010482152,0.00084161304,0.99606436,0.000016970102,0.0020697776,0.0000030729689],"about_ca_topic_score_codex":0.0009528152,"about_ca_topic_score_gemma":0.0014777783,"teacher_disagreement_score":0.0027240536,"about_ca_system_score_codex":0.00024284911,"about_ca_system_score_gemma":0.0001654878,"threshold_uncertainty_score":0.009112835},"labels":[],"label_agreement":null},{"id":"W2345607777","doi":"10.2523/iptc-17894-ms","title":"Factors to Consider During the Pre-Screening Stage for Marginal Offshore Heavy Oil Field Production","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Oil and Gas Production 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":"Apache (Canada)","funders":"","keywords":"Subsea; Submarine pipeline; Oil field; Petroleum engineering; Capital cost; Production (economics); Petroleum; Portfolio; Productivity; Environmental science; Engineering; Environmental economics; Computer science; Marine engineering; Business; Economics; Geology","score_opus":0.019881595394711064,"score_gpt":0.2631660572765869,"score_spread":0.2432844618818758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345607777","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8528247,0.0012429635,0.09294431,0.0019193502,0.000093334704,0.0033853664,0.0006110492,0.0002889088,0.046690047],"genre_scores_gemma":[0.9566593,0.00053020637,0.038215145,0.0000904545,0.000007709609,0.00044444297,0.00017469516,0.000030685856,0.0038472377],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99652255,0.0011909347,0.00016867803,0.00012813367,0.0015210004,0.000468666],"domain_scores_gemma":[0.9932197,0.0038832803,0.0005652619,0.00015329901,0.0019219243,0.000256601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006504562,0.00076734176,0.0005331892,0.0011735768,0.0012948157,0.0029228523,0.0008599127,0.000860785,0.0055897417],"category_scores_gemma":[0.010083906,0.00040070788,0.00062522455,0.00070468365,0.0004928652,0.0015559004,0.00087931677,0.0006982733,0.00061111373],"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":[0.0032384018,0.0015433773,0.066022694,0.0036424987,0.00014155809,0.00445447,0.0032170669,0.30203605,0.22614902,0.014610615,0.007193465,0.36775082],"study_design_scores_gemma":[0.00023701224,0.01681705,0.1307857,0.0023291274,0.00047309458,0.0019404266,0.02786718,0.28329608,0.42485532,0.014791546,0.09591376,0.00069369737],"about_ca_topic_score_codex":0.008856182,"about_ca_topic_score_gemma":0.018197754,"teacher_disagreement_score":0.008856182,"about_ca_system_score_codex":0.0027523849,"about_ca_system_score_gemma":0.0042322245,"threshold_uncertainty_score":0.034399867},"labels":[],"label_agreement":null},{"id":"W2345626009","doi":"10.2523/iptc-17987-ms","title":"Effect of Liquid Hydrocarbon on the Deposition of Gas Hydrate Particles in Gas-Dominated System","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Methane Hydrates and Related Phenomena","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Clathrate hydrate; Flow assurance; Hydrate; Methane; Natural gas; Deposition (geology); Chemical engineering; Hydrocarbon; Hydrogen; Chemistry; Petroleum engineering; Materials science; Geology; Organic chemistry; Sediment","score_opus":0.005078186754557809,"score_gpt":0.21028199722581284,"score_spread":0.20520381047125502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345626009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979551,0.0005747867,0.00041857135,0.000021362584,0.0000177889,0.00000938028,0.00007394123,0.000035035417,0.0008940369],"genre_scores_gemma":[0.99914503,0.00016251473,0.00026595677,0.000012006461,0.0000032705848,0.0000053863823,0.000042815107,0.000007861319,0.00035532194],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998404,0.000016411926,0.000010849701,0.000028094008,0.00005174523,0.000052528532],"domain_scores_gemma":[0.99976164,0.00007356875,0.000059065915,0.000013033646,0.00004900072,0.000043644366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011762037,0.00021791852,0.00021102245,0.00016566557,0.00016843322,0.0002447347,0.00015892662,0.00017394887,0.0017651747],"category_scores_gemma":[0.0003551187,0.00011798938,0.00013525755,0.00014444652,0.00019823863,0.000220817,0.00015215833,0.00032338037,0.0002580273],"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":[0.00022093033,0.000032706346,0.00037690628,0.00010776818,0.000009199093,0.000060883387,0.000044321245,0.0003029911,0.99732333,0.00004996786,0.00006231127,0.0014088367],"study_design_scores_gemma":[0.000009907592,0.0002517363,0.0017194704,0.0000042100883,0.0000062704885,0.000017186587,0.000032493586,0.0029274866,0.99457884,0.000008190731,0.00043942712,0.000004777912],"about_ca_topic_score_codex":0.0010437533,"about_ca_topic_score_gemma":0.0016575137,"teacher_disagreement_score":0.0017651747,"about_ca_system_score_codex":0.00024007066,"about_ca_system_score_gemma":0.00014697138,"threshold_uncertainty_score":0.005905032},"labels":[],"label_agreement":null},{"id":"W2347019076","doi":"10.2523/iptc-17953-ms","title":"Comparison of characteristic of anti-scaling coating for subsurface safety valve for use in oil and gas industry","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","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":"ConocoPhillips (Canada)","funders":"University of Leeds","keywords":"Coating; Inconel; Materials science; Surface roughness; Corrosion; Wellhead; Surface finish; Composite material; Metallurgy; Petroleum engineering; Geology","score_opus":0.022963297094602347,"score_gpt":0.26778627173274416,"score_spread":0.24482297463814182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347019076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99782854,0.00055107917,0.00067322276,0.000011457317,0.00001608766,0.000010398532,0.00010303514,0.00002083666,0.0007853425],"genre_scores_gemma":[0.9979413,0.00017894155,0.00077517616,0.000007067664,0.000002267733,0.00000624219,0.00015218134,0.000008206776,0.00092861813],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975604,0.000018888544,0.000014801094,0.00003363797,0.00013594278,0.000040636354],"domain_scores_gemma":[0.9994529,0.000090475245,0.00008522828,0.000029524217,0.0002971816,0.00004478269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018166893,0.00019759587,0.00016914088,0.0005202834,0.00016048935,0.00020200189,0.00015424789,0.00038014157,0.0014172872],"category_scores_gemma":[0.0004774577,0.00010304748,0.00023264045,0.00028777283,0.00009381038,0.00016436355,0.00010567265,0.00018478809,0.00021871764],"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":[0.00015291835,0.00003221957,0.0029120785,0.0000696703,0.0000074212644,0.00005840412,0.000040949675,0.00020662542,0.990965,0.00001699999,0.000102176346,0.005435459],"study_design_scores_gemma":[0.000006429781,0.001736893,0.058616113,0.000012401837,0.000036092595,0.00021470746,0.00013868454,0.0024308844,0.93506265,0.000015724649,0.0017150801,0.000014275543],"about_ca_topic_score_codex":0.0011758606,"about_ca_topic_score_gemma":0.0014552105,"teacher_disagreement_score":0.0014172872,"about_ca_system_score_codex":0.00013800844,"about_ca_system_score_gemma":0.00007915299,"threshold_uncertainty_score":0.0047412515},"labels":[],"label_agreement":null},{"id":"W2549579226","doi":"10.2523/iptc-18627-ms","title":"Analytical Solution of Matrix Permeability of Organic-Rich Shale","year":2016,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydrocarbon exploration 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","funders":"","keywords":"Knudsen diffusion; Permeability (electromagnetism); Knudsen number; Oil shale; Adsorption; Materials science; Chemistry; Surface diffusion; Chemical engineering; Porosity; Chemical physics; Thermodynamics; Composite material; Geology; Physical chemistry","score_opus":0.012872710868061785,"score_gpt":0.2505714132699585,"score_spread":0.23769870240189672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549579226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6888477,0.0028899205,0.29917097,0.00026530682,0.000059049074,0.0002042018,0.00083951553,0.00048298112,0.0072402973],"genre_scores_gemma":[0.971393,0.0011925101,0.025046071,0.000039963328,0.000012848758,0.00009109044,0.00020167038,0.0000215332,0.002001231],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996076,0.00007004494,0.000019766845,0.000076658784,0.00017063056,0.000055268356],"domain_scores_gemma":[0.9995586,0.00019746105,0.000044050314,0.000015138383,0.00016748748,0.00001718295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042781536,0.00037835698,0.0002713809,0.00080287043,0.00027253502,0.0003866861,0.00035032752,0.0005258722,0.0008220761],"category_scores_gemma":[0.0013539909,0.0002145702,0.00022089934,0.00039693448,0.00034978858,0.0005323523,0.0003075885,0.0004474737,0.00023012418],"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":[0.000089292145,0.00004561358,0.002546732,0.00039426636,0.000026804895,0.00034982953,0.00014997924,0.032316115,0.94642353,0.0021364246,0.00021859925,0.015302807],"study_design_scores_gemma":[0.000013245088,0.0001429162,0.0053271297,0.000048294074,0.000011531272,0.0002861194,0.00031648055,0.42475697,0.5635241,0.002621955,0.0029204688,0.000030664316],"about_ca_topic_score_codex":0.0019369379,"about_ca_topic_score_gemma":0.0020030597,"teacher_disagreement_score":0.0019369379,"about_ca_system_score_codex":0.00046879685,"about_ca_system_score_gemma":0.00046112516,"threshold_uncertainty_score":0.0038512945},"labels":[],"label_agreement":null},{"id":"W2550934250","doi":"10.2523/iptc-18926-ms","title":"A Theoretical Model for Dynamic Performance Prediction of Air-Foam Flooding in Heterogeneous Reservoirs","year":2016,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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 Regina","funders":"","keywords":"Flooding (psychology); Enhanced oil recovery; Petroleum engineering; Computer simulation; Performance prediction; Flue gas; Environmental science; Computer science; Simulation; Geology; Engineering","score_opus":0.01033314166270353,"score_gpt":0.23586288681301346,"score_spread":0.22552974515030993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550934250","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":[0.15953054,0.0006419524,0.82099336,0.00045595533,0.000063409374,0.00015882132,0.0004826087,0.0007204509,0.01695291],"genre_scores_gemma":[0.9870395,0.00025621,0.008402489,0.000033916407,0.000018657236,0.00020455518,0.00013865535,0.00003787371,0.0038680448],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997429,0.00006677682,0.000013324551,0.00005861556,0.000070914415,0.000047453665],"domain_scores_gemma":[0.99968445,0.00015364648,0.00004559962,0.000017509243,0.00008543653,0.00001336707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004969993,0.000842489,0.0006687575,0.0008741103,0.00055108994,0.00075237104,0.0013055127,0.0014740279,0.0019915274],"category_scores_gemma":[0.0010795144,0.0003906934,0.00090711995,0.000486159,0.0006997885,0.0009476886,0.00063427293,0.0006623659,0.00030071268],"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":[0.0000082481,0.000011054285,0.00026817044,0.00001685471,0.0000043741798,0.00003196425,0.000013457035,0.99598616,0.0008848232,0.0015337991,0.000073875344,0.0011671818],"study_design_scores_gemma":[9.566862e-7,0.000004788182,0.000040626684,0.0000010148523,0.0000012474209,0.0000018977918,0.000001915069,0.99961144,0.00008285661,0.00020886604,0.0000430352,0.0000013191383],"about_ca_topic_score_codex":0.019288084,"about_ca_topic_score_gemma":0.005148877,"teacher_disagreement_score":0.019288084,"about_ca_system_score_codex":0.0011867004,"about_ca_system_score_gemma":0.0008822767,"threshold_uncertainty_score":0.038351655},"labels":[],"label_agreement":null},{"id":"W2551864641","doi":"10.2523/iptc-18843-ms","title":"Galvanising Stakeholder Support for Carbon Capture and Storage","year":2016,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"CO2 Sequestration and Geologic Interactions","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":"Shell (Canada)","funders":"","keywords":"Outreach; Stakeholder; Carbon capture and storage (timeline); Business; Greenhouse gas; Stakeholder engagement; Scope (computer science); Environmental economics; Environmental resource management; Public relations; Climate change; Computer science; Political science; Environmental science","score_opus":0.024539860388972826,"score_gpt":0.2563649737707758,"score_spread":0.23182511338180295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551864641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4789422,0.00051613816,0.026458764,0.124558106,0.00167043,0.0012967491,0.0002083533,0.00044765693,0.36590165],"genre_scores_gemma":[0.97212857,0.00015789828,0.005586546,0.005740075,0.00008935115,0.00045341652,0.00007000309,0.00009494388,0.015679283],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96703166,0.02400406,0.00058338343,0.0010127808,0.004016294,0.003351732],"domain_scores_gemma":[0.94000065,0.03302199,0.0025312682,0.0032356,0.011836201,0.0093743475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02383231,0.00058199983,0.0002586495,0.0011074777,0.009845825,0.00564694,0.0019372304,0.0031891614,0.022487238],"category_scores_gemma":[0.048607882,0.00032298293,0.000501395,0.00073253264,0.0035764247,0.0040379167,0.015803047,0.0032934882,0.0022386902],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054888043,0.0011793389,0.029444002,0.0014227646,0.000078856836,0.0045416364,0.40203074,0.0014679838,0.030191174,0.08720191,0.12705618,0.3148365],"study_design_scores_gemma":[0.00012163666,0.00066570425,0.0101537695,0.001195429,0.00005710098,0.0008211951,0.36096793,0.003704798,0.00903992,0.028006008,0.5851445,0.00012192781],"about_ca_topic_score_codex":0.0029774436,"about_ca_topic_score_gemma":0.004993513,"teacher_disagreement_score":0.02383231,"about_ca_system_score_codex":0.0049119713,"about_ca_system_score_gemma":0.010341023,"threshold_uncertainty_score":0.12603879},"labels":[],"label_agreement":null},{"id":"W2552555223","doi":"10.2523/iptc-18907-ms","title":"Comparison Study of Two Different Methods on the Localised Enkf on SAGD Processes","year":2016,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","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":"Covariance; Covariance function; Range (aeronautics); Function (biology); Saturation (graph theory); Mathematics; Statistics; Engineering","score_opus":0.050430829938768136,"score_gpt":0.37157132353547306,"score_spread":0.32114049359670493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552555223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6969703,0.0012314122,0.29651418,0.00032250048,0.00025181816,0.00007194647,0.0001788615,0.0016083305,0.0028506939],"genre_scores_gemma":[0.9719678,0.00017564796,0.02686726,0.000040711693,0.000025612955,0.000027465536,0.00022244573,0.00007135495,0.0006016881],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992105,0.00026805667,0.000055520628,0.00017175746,0.0001807944,0.00011336517],"domain_scores_gemma":[0.9980155,0.0007689705,0.00012436442,0.00022351593,0.0007478472,0.0001198361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019320005,0.0009660784,0.0012207354,0.000866019,0.00050655793,0.00091354206,0.0008220087,0.0014321608,0.000849584],"category_scores_gemma":[0.005413168,0.00027185067,0.0008934201,0.0006295656,0.0004543014,0.0019266513,0.0009808952,0.00096097484,0.00027496854],"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":[0.0010412112,0.00021520855,0.008617189,0.00028696566,0.000281644,0.00014095953,0.0002512789,0.84811217,0.010305775,0.001271156,0.0007393411,0.12873703],"study_design_scores_gemma":[0.000025653442,0.0000691486,0.0030191103,0.000011330985,0.000027427746,0.000013293938,0.00004692301,0.99442565,0.0019918405,0.00016355434,0.0001872881,0.00001880117],"about_ca_topic_score_codex":0.012002724,"about_ca_topic_score_gemma":0.00663308,"teacher_disagreement_score":0.012002724,"about_ca_system_score_codex":0.00057830306,"about_ca_system_score_gemma":0.00073582877,"threshold_uncertainty_score":0.02386576},"labels":[],"label_agreement":null},{"id":"W2553975034","doi":"10.2523/iptc-18933-ms","title":"The Performance of an ACROSS Permanent Seismic Source for Time Lapse Seismic at the Aquistore CO2 Storage Site","year":2016,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Seismic Waves and Analysis","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":"Petroleum Technology Research Centre; Geological Survey of Canada","funders":"","keywords":"Seismic vibrator; Repeatability; Offset (computer science); Amplitude; Geology; Seismology; Data quality; Geodesy; Acoustics; Environmental science; Computer science; Physics; Statistics; Engineering; Optics; Mathematics","score_opus":0.007741614292010574,"score_gpt":0.22308295641571194,"score_spread":0.21534134212370137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553975034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945696,0.000022564433,0.0019743838,0.000048063743,0.000021873182,0.000033085114,0.0008023247,0.00026450367,0.0022635884],"genre_scores_gemma":[0.99397534,0.00002419897,0.0033043646,0.00003075112,0.000010298813,0.000028681572,0.0012267232,0.000120379096,0.0012792596],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995974,0.000017825481,0.000015808502,0.00012043354,0.00016987626,0.00007864941],"domain_scores_gemma":[0.99916077,0.00005905756,0.00008552347,0.000065630185,0.00051540724,0.000113625785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048580064,0.0004281013,0.0003396965,0.0010423175,0.00063307385,0.0005412189,0.0005234376,0.00030623053,0.002121821],"category_scores_gemma":[0.00081891584,0.00024165292,0.0001285595,0.0010219193,0.00040294093,0.0005043763,0.0005017127,0.00036614737,0.0004796647],"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":[0.0013862101,0.00038536056,0.14860897,0.00017360054,0.000084037936,0.0009069326,0.0014027175,0.0052522435,0.75281507,0.00027701832,0.003053197,0.08565461],"study_design_scores_gemma":[0.000064022955,0.0015219068,0.6885517,0.000032410866,0.00010366453,0.00048265778,0.0014767442,0.028604422,0.27020273,0.00013983579,0.008705644,0.00011418769],"about_ca_topic_score_codex":0.021443384,"about_ca_topic_score_gemma":0.054632306,"teacher_disagreement_score":0.021443384,"about_ca_system_score_codex":0.000615821,"about_ca_system_score_gemma":0.0009126329,"threshold_uncertainty_score":0.04263717},"labels":[],"label_agreement":null},{"id":"W2556702562","doi":"10.2523/iptc-18666-ms","title":"Quest Commercial Scale CCS – The First Year","year":2016,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","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":"Shell (Canada)","funders":"","keywords":"Tonne; Environmental science; Petroleum engineering; Workover; Wellhead; Oil sands; Carbon capture and storage (timeline); Engineering; Asphalt; Waste management; Geology","score_opus":0.012755074113260215,"score_gpt":0.250249769546414,"score_spread":0.23749469543315377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556702562","genre_codex":"other","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":[0.1788352,0.0068431986,0.038137306,0.009468336,0.003989439,0.0023224563,0.030702055,0.012938472,0.71676356],"genre_scores_gemma":[0.70055586,0.0048169666,0.044066064,0.0025863477,0.00056209986,0.0010590334,0.03499315,0.0027849341,0.20857558],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987161,0.00009393268,0.000032194195,0.0001741916,0.0007791598,0.00020447127],"domain_scores_gemma":[0.9973895,0.00023295861,0.00008864232,0.0004550876,0.0012644202,0.0005694739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030977642,0.00077660667,0.0003904155,0.000907861,0.001299969,0.003915145,0.0011987254,0.0010622102,0.025739554],"category_scores_gemma":[0.0032802788,0.00042333413,0.0004279161,0.0010255562,0.0010204522,0.0033566838,0.0022988936,0.0017128241,0.006630542],"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":[0.0013824945,0.0013273414,0.005056974,0.0012372796,0.0001559117,0.0010413446,0.0006617431,0.016522482,0.046321526,0.114845164,0.47764686,0.3338008],"study_design_scores_gemma":[0.00013072933,0.00067118113,0.0023252785,0.00013080977,0.000017027414,0.00013991384,0.00013225518,0.0057451557,0.015002236,0.006230746,0.9694037,0.00007114914],"about_ca_topic_score_codex":0.033256788,"about_ca_topic_score_gemma":0.03117023,"teacher_disagreement_score":0.033256788,"about_ca_system_score_codex":0.0048418744,"about_ca_system_score_gemma":0.0080284355,"threshold_uncertainty_score":0.08610737},"labels":[],"label_agreement":null},{"id":"W2556888708","doi":"10.2523/iptc-18876-ms","title":"Use of Nickel Nanoparticles for Promoting Aquathermolysis Reaction During Cyclic Steam Stimulation","year":2016,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":7,"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); Materials science; Enhanced oil recovery; Emulsion; Pulp and paper industry; Chemistry; Petroleum engineering; Metallurgy; Nanotechnology; Geology","score_opus":0.019042635178513477,"score_gpt":0.24868977023364933,"score_spread":0.22964713505513584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556888708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969894,0.00022151344,0.0019354938,0.000019163124,0.000009184358,0.000021343358,0.000046183017,0.000054541688,0.00070307456],"genre_scores_gemma":[0.99792767,0.00012457249,0.0014031201,0.0000069785424,0.0000025462343,0.0000135989485,0.00003407188,0.000013526012,0.00047393687],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999895,0.000015267024,0.000009617099,0.00002385177,0.000032134776,0.000024071003],"domain_scores_gemma":[0.99987817,0.000030613326,0.000029643164,0.000010486444,0.000036986632,0.0000140380325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012814705,0.00025334035,0.00021215706,0.0001464757,0.000090075984,0.00017161884,0.00018900711,0.00015724587,0.00044904352],"category_scores_gemma":[0.0002552161,0.00013648251,0.00019928475,0.00012651716,0.00017800413,0.00018283217,0.00017813368,0.00023001408,0.00014550445],"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":[0.00006992702,0.0000100974585,0.00011840738,0.00004247902,0.0000024154203,0.000016644099,0.000015305155,0.000092399925,0.99859196,0.000014723189,0.000012186273,0.0010134944],"study_design_scores_gemma":[0.0000020895495,0.00010090487,0.0003834482,0.0000015009639,0.0000039208885,0.000007907544,0.000009413754,0.00047205496,0.99883705,0.000003478107,0.00017663528,0.0000015532124],"about_ca_topic_score_codex":0.00083968876,"about_ca_topic_score_gemma":0.001971223,"teacher_disagreement_score":0.00083968876,"about_ca_system_score_codex":0.00020007222,"about_ca_system_score_gemma":0.00012342494,"threshold_uncertainty_score":0.0016696453},"labels":[],"label_agreement":null},{"id":"W2922663208","doi":"10.2523/iptc-19371-ms","title":"Shale Gas Drilling Performance Break Through in Wei Yuan– Relentless Scientific and Engineering Approaches for the Unconventional Resources in Central China","year":2019,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","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":"Oil shale; Shale gas; Drilling; China; Directional drilling; Petroleum engineering; Unconventional oil; Geology; Mining engineering; Completion (oil and gas wells); Tight oil; Natural resource economics; Engineering; Paleontology; Geography; Mechanical engineering; Economics","score_opus":0.012746079653382482,"score_gpt":0.19162592966078898,"score_spread":0.1788798500074065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922663208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98982096,0.00037029767,0.0008509746,0.00052081654,0.000019420182,0.000034147317,0.000116548435,0.000045581433,0.0082210675],"genre_scores_gemma":[0.99146116,0.0002691916,0.000861487,0.00004637852,0.000003801974,0.0000133158055,0.00013404695,0.0000081053795,0.0072025773],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996289,0.0000357263,0.00002293861,0.000042401807,0.00016593824,0.00010407398],"domain_scores_gemma":[0.99966204,0.000022353512,0.00003973317,0.0000249899,0.00013217765,0.000118749915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008800979,0.0002882215,0.00023655382,0.000764833,0.002020796,0.00095383474,0.00033507083,0.00035916333,0.0017086653],"category_scores_gemma":[0.0004649402,0.00017196462,0.00020612117,0.001084102,0.00070686184,0.0005554834,0.00093491405,0.00032812564,0.00018700049],"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":[0.0011221431,0.0006329941,0.46663627,0.0008140434,0.00014423553,0.0051211114,0.016432505,0.04950227,0.08445557,0.020164283,0.012675007,0.34229964],"study_design_scores_gemma":[0.000049076694,0.0011249447,0.84596545,0.00017558187,0.00007155757,0.0005101045,0.025237126,0.03024493,0.021176927,0.0034907258,0.07180575,0.00014774497],"about_ca_topic_score_codex":0.09231855,"about_ca_topic_score_gemma":0.18988398,"teacher_disagreement_score":0.09231855,"about_ca_system_score_codex":0.0023044883,"about_ca_system_score_gemma":0.008513465,"threshold_uncertainty_score":0.18356234},"labels":[],"label_agreement":null},{"id":"W2922786992","doi":"10.2523/iptc-19066-ms","title":"Multiscale Water Ion Interactions at Interfaces for Enhanced Understanding of SmartWater Flooding in Carbonates","year":2019,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"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 California, Santa Barbara; University of Alberta","keywords":"Brine; Salinity; Enhanced oil recovery; Ion; Chemical engineering; Rheology; Coalescence (physics); Scanning electron microscope; Chemistry; Materials science; Mineralogy; Geology; Petroleum engineering; Composite material; Organic chemistry","score_opus":0.016793450952475742,"score_gpt":0.24793337965397957,"score_spread":0.23113992870150382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922786992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9258926,0.0034101754,0.06676399,0.00030787266,0.000035229416,0.00006348187,0.0003383271,0.00029688972,0.002891414],"genre_scores_gemma":[0.9812727,0.0017284723,0.016127674,0.00008044892,0.000019928118,0.00003136347,0.00014454617,0.000025099705,0.0005697522],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999242,0.0000060728985,0.000005177008,0.000020747308,0.000027690965,0.00001620793],"domain_scores_gemma":[0.9999356,0.000019191235,0.000018131572,0.000007108746,0.000013723967,0.0000062691997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014781393,0.00033534787,0.00035895043,0.00033691587,0.00019425852,0.00027149013,0.00034185988,0.0003863101,0.0013382713],"category_scores_gemma":[0.0001768075,0.0001461576,0.00029902707,0.00019097734,0.0003340473,0.0011200582,0.0005070548,0.0006175569,0.00011300235],"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":[0.000032601463,0.000017650264,0.0014532577,0.0001945734,0.000014103078,0.00013438045,0.00011175797,0.002414875,0.9909825,0.00066222646,0.000047545538,0.0039346176],"study_design_scores_gemma":[0.000024967232,0.00029182847,0.026977152,0.00004754832,0.00009036804,0.00035596802,0.0007307961,0.121374175,0.84176964,0.002982019,0.0052987407,0.000056770205],"about_ca_topic_score_codex":0.001188589,"about_ca_topic_score_gemma":0.0013836478,"teacher_disagreement_score":0.0013382713,"about_ca_system_score_codex":0.00019588582,"about_ca_system_score_gemma":0.00016375471,"threshold_uncertainty_score":0.0044769645},"labels":[],"label_agreement":null},{"id":"W2922946959","doi":"10.2523/iptc-19559-ms","title":"A Case Study for the First Successful Refracturing on Horizontal Well in Tight Volcanic Gas Reservoir in China","year":2019,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Petro-Canada","funders":"","keywords":"Completion (oil and gas wells); Petroleum engineering; Geology; Natural gas field; Perforation; Wellbore; Volcano; Tight gas; Stage (stratigraphy); Hydraulic fracturing; Engineering; Natural gas; Seismology","score_opus":0.008211203869679258,"score_gpt":0.23741690633413678,"score_spread":0.22920570246445754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922946959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901384,0.00012586676,0.0066051506,0.00012013497,0.000010222199,0.00008142915,0.00010599337,0.00006315214,0.0027495592],"genre_scores_gemma":[0.9934325,0.00007073775,0.004131558,0.000008619848,0.0000025514362,0.000017993736,0.000067569665,0.000010808341,0.0022575704],"study_design_codex":"simulation_or_modeling","study_design_gemma":"case_report","domain_scores_codex":[0.99938154,0.00010769696,0.000032807708,0.00008542897,0.00022102996,0.00017156337],"domain_scores_gemma":[0.99947935,0.00016301483,0.000060338618,0.00007794589,0.00011801883,0.00010131817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080567773,0.00046861725,0.00039782,0.00070110423,0.0015071793,0.0006905263,0.0008858888,0.0013526279,0.0021244031],"category_scores_gemma":[0.0007810184,0.00024301703,0.0006333922,0.00054142426,0.0007187719,0.0005551941,0.00067384366,0.0004221729,0.00025357306],"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":[0.0010751219,0.0014874588,0.1950893,0.0008727673,0.00024204713,0.14127481,0.0045688585,0.44449013,0.09052533,0.012225403,0.0038284985,0.10432031],"study_design_scores_gemma":[0.00028512237,0.004957717,0.17350818,0.0002106702,0.00036286414,0.01804937,0.025480887,0.5728312,0.17129841,0.0054348106,0.027210452,0.0003702794],"about_ca_topic_score_codex":0.024129389,"about_ca_topic_score_gemma":0.053046424,"teacher_disagreement_score":0.024129389,"about_ca_system_score_codex":0.00128676,"about_ca_system_score_gemma":0.0016702573,"threshold_uncertainty_score":0.047977865},"labels":[],"label_agreement":null},{"id":"W2923581453","doi":"10.2523/iptc-19448-ms","title":"An Integrated Approach to Well Leak Diagnostics: Case Study of the Successful Application of the Latest Leak Detection Technology and Interpretation Offshore Timor Sea, South East Asia","year":2019,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","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":"ConocoPhillips (Canada)","funders":"","keywords":"Casing; Leak; Annulus (botany); Submarine pipeline; Computer science; Geology; Data acquisition; Engineering; Petroleum engineering; Acoustics; Marine engineering; Geotechnical engineering; Materials science; Physics","score_opus":0.005068777311944625,"score_gpt":0.20230578506744432,"score_spread":0.19723700775549968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923581453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9487693,0.00020459882,0.046080004,0.00038330906,0.000013786188,0.00027408393,0.00012630936,0.00028802062,0.0038605833],"genre_scores_gemma":[0.9650751,0.00021945813,0.031955495,0.00008224187,0.00000958816,0.0000474084,0.000061360566,0.00005929855,0.0024901456],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.9989281,0.00033726584,0.00007050396,0.00014900997,0.00037464136,0.00014043493],"domain_scores_gemma":[0.9984035,0.00056722533,0.00020265956,0.00020814744,0.00039736036,0.00022101296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012837963,0.000564464,0.00037510946,0.0010853889,0.0011726673,0.0012344286,0.00090205594,0.0016109837,0.0010311342],"category_scores_gemma":[0.0030557083,0.0002860048,0.00034686134,0.0010500412,0.00094839215,0.0009390694,0.0012762728,0.00075896503,0.00035812904],"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":[0.0014632199,0.003150547,0.18257624,0.0012759484,0.0002293086,0.1698383,0.064137794,0.048213094,0.14932449,0.004627311,0.004168729,0.370995],"study_design_scores_gemma":[0.00021204045,0.008560347,0.27152315,0.00053831073,0.0005128031,0.0870483,0.12200845,0.21019365,0.23172006,0.0069288425,0.06021188,0.00054209284],"about_ca_topic_score_codex":0.0044864803,"about_ca_topic_score_gemma":0.017718952,"teacher_disagreement_score":0.0044864803,"about_ca_system_score_codex":0.0009485436,"about_ca_system_score_gemma":0.00087703567,"threshold_uncertainty_score":0.008920729},"labels":[],"label_agreement":null},{"id":"W2923617808","doi":"10.2523/iptc-19373-ms","title":"A Comprehensive Review on Gas Hydrate Reservoirs: Formation and Dissociation Thermodynamics and Rock and Fluid Properties","year":2019,"lang":"en","type":"review","venue":"International Petroleum Technology Conference","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","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":"Clathrate hydrate; Petroleum engineering; Hydrate; Cabin pressurization; Natural gas; Porous medium; Hydrocarbon; Reservoir simulation; Environmental science; Geology; Chemistry; Porosity; Materials science; Geotechnical engineering","score_opus":0.039249805449767194,"score_gpt":0.2747071529889255,"score_spread":0.2354573475391583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923617808","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":[0.00061108806,0.9965314,0.00047482125,0.00019521947,0.0002299868,0.0000066348193,0.000102371276,0.000022452326,0.0018260214],"genre_scores_gemma":[0.0028512427,0.9944587,0.0005005396,0.00012328068,0.0002172416,0.000013063005,0.00017113231,0.000009752652,0.0016551594],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996308,0.000049481245,0.00005162645,0.000082753424,0.00014690607,0.000038362483],"domain_scores_gemma":[0.9995395,0.00023108354,0.000078953046,0.000017193735,0.000111862406,0.00002134227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005153143,0.0013170801,0.0017500669,0.002519494,0.00042005134,0.00144683,0.0008714304,0.0011090634,0.006294947],"category_scores_gemma":[0.00088227924,0.00058779644,0.0011637942,0.003221111,0.00041966452,0.002436021,0.0007360819,0.000997349,0.0021196937],"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":[0.00017633915,0.00017332006,0.0010186265,0.12086766,0.0003831174,0.0005570254,0.00026228954,0.00367244,0.018136509,0.014371577,0.08112487,0.7592562],"study_design_scores_gemma":[0.000006844956,0.00014454329,0.0014535444,0.0057766913,0.0002929156,0.00090553344,0.00010296651,0.00058693986,0.0049386113,0.0025363625,0.98319584,0.00005911967],"about_ca_topic_score_codex":0.002089318,"about_ca_topic_score_gemma":0.0024124542,"teacher_disagreement_score":0.006294947,"about_ca_system_score_codex":0.00070313364,"about_ca_system_score_gemma":0.0016597495,"threshold_uncertainty_score":0.021058679},"labels":[],"label_agreement":null},{"id":"W2924175890","doi":"10.2523/iptc-19440-ms","title":"Novel Pseudo Dry Gas System for Extended Subsea Tie-Backs","year":2019,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Offshore Engineering and Technologies","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":"Intecsea (Canada)","funders":"","keywords":"Subsea; Submarine pipeline; Dry gas; Petroleum engineering; Pipeline transport; Gas compressor; Marine engineering; Pipeline (software); Environmental science; Engineering; Computer science; Mechanical engineering","score_opus":0.008981187238716201,"score_gpt":0.21179063544424837,"score_spread":0.20280944820553215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924175890","genre_codex":"empirical","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":[0.7459429,0.0020200617,0.1940179,0.000941401,0.0008678562,0.00048000237,0.001017313,0.009013009,0.04569946],"genre_scores_gemma":[0.977394,0.00013860548,0.011187915,0.00008859396,0.000050791023,0.000073395786,0.00022499714,0.000045577435,0.010796109],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997558,0.000023632952,0.000011831738,0.00006827305,0.0000998237,0.00004056773],"domain_scores_gemma":[0.9999038,0.000011140447,0.000013346601,0.000014974892,0.000037941314,0.000018859184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016470195,0.00049410213,0.00045646925,0.00039947577,0.0006825771,0.00056753797,0.0011465254,0.00047165813,0.009724297],"category_scores_gemma":[0.00014444624,0.00015811657,0.00026809712,0.00025722044,0.00026449116,0.00087281445,0.0006985016,0.00027789315,0.0022860495],"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":[0.0016585679,0.00030372603,0.004902273,0.00069902535,0.000066074645,0.002149829,0.00054579624,0.013107982,0.79625887,0.007128373,0.01380683,0.15937261],"study_design_scores_gemma":[0.00031440533,0.0030445412,0.0075356895,0.0001108798,0.00011927031,0.0020541297,0.0005415135,0.33151647,0.48794731,0.002897521,0.16375542,0.0001627625],"about_ca_topic_score_codex":0.0012303442,"about_ca_topic_score_gemma":0.001632039,"teacher_disagreement_score":0.009724297,"about_ca_system_score_codex":0.00044892757,"about_ca_system_score_gemma":0.0002460653,"threshold_uncertainty_score":0.032530963},"labels":[],"label_agreement":null},{"id":"W2924773466","doi":"10.2523/iptc-19352-ms","title":"Advanced Meandering Fluvial Reservoir Characterisation for Static Model Improvement","year":2019,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Quest University Canada","funders":"","keywords":"Point bar; Geology; Fluvial; Slicing; Facies; Reservoir modeling; Geomorphology; Petrology; Geotechnical engineering; Structural basin; Computer science","score_opus":0.017164341250857966,"score_gpt":0.27256894351852057,"score_spread":0.2554046022676626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924773466","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":[0.20778167,0.00012723876,0.78179604,0.00014257529,0.000032211094,0.00009800915,0.00073920505,0.0025964938,0.0066865096],"genre_scores_gemma":[0.9015881,0.0000941632,0.094894044,0.000023100785,0.000009707784,0.00013459036,0.0006764622,0.00018076255,0.0023990911],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998914,0.000025604939,0.000009844498,0.000024926578,0.000027991273,0.000020103145],"domain_scores_gemma":[0.999749,0.00009298682,0.00003143294,0.000043984648,0.00006693228,0.00001558072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025168972,0.00052738166,0.00045592437,0.00040578473,0.00026415524,0.00086773006,0.00074008096,0.00061933405,0.0022818237],"category_scores_gemma":[0.0009062065,0.0002865627,0.0007046198,0.00028559825,0.00027593473,0.00061223126,0.0006501907,0.0004538043,0.00031608684],"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":[0.000011921748,0.000012683085,0.00089003524,0.00002037752,0.000008286939,0.000034325025,0.000025852232,0.9901862,0.0019425027,0.0007809669,0.00012324404,0.005963584],"study_design_scores_gemma":[0.0000012028936,0.000003954531,0.00009160152,0.0000016828715,0.0000013676155,0.0000044694452,0.0000044593935,0.9990589,0.00039833778,0.00021252077,0.00021997337,0.0000014934418],"about_ca_topic_score_codex":0.010816036,"about_ca_topic_score_gemma":0.009740348,"teacher_disagreement_score":0.010816036,"about_ca_system_score_codex":0.00039824078,"about_ca_system_score_gemma":0.0008363975,"threshold_uncertainty_score":0.02150619},"labels":[],"label_agreement":null},{"id":"W2924954496","doi":"10.2523/iptc-19526-ms","title":"Successful Application of Specialized High-Performance Water Based Drilling Fluid to Drill a TAR Section","year":2019,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","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":"Drilling fluid; Drilling; Petroleum engineering; Geology; Drill cuttings; Drill; Oil sands; Drag; Asphalt; Lost circulation; Geotechnical engineering; Materials science; Engineering; Mechanical engineering; Composite material","score_opus":0.003629999305953208,"score_gpt":0.1866150763678082,"score_spread":0.182985077061855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924954496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521169,0.0017827614,0.03999026,0.000205188,0.00020808102,0.0002608908,0.00023024851,0.0004985306,0.0047071613],"genre_scores_gemma":[0.96383727,0.0005935192,0.03211208,0.000056655004,0.00001727582,0.000060803635,0.00012922744,0.000018626797,0.0031745986],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982077,0.00001580902,0.000019678662,0.000027928716,0.00007692467,0.000038978284],"domain_scores_gemma":[0.9998605,0.000023320272,0.00003508973,0.000013073404,0.00004538563,0.00002256294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029603924,0.00029877544,0.00019725064,0.00043769914,0.00018123067,0.00027363008,0.00027059834,0.0004195265,0.00109148],"category_scores_gemma":[0.00031856366,0.000117472184,0.00023330598,0.00020288576,0.00021152182,0.00032218883,0.00043035127,0.00024036472,0.00044363545],"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":[0.0001415333,0.000079951074,0.0014950159,0.00035463122,0.000008874823,0.0006131055,0.00008485543,0.0010349823,0.9550003,0.0004737116,0.00029896808,0.04041411],"study_design_scores_gemma":[0.0000195566,0.0011422052,0.0026553955,0.00002538775,0.000015972566,0.00043403197,0.000097558244,0.004733644,0.9783116,0.00007631299,0.0124699855,0.000018361883],"about_ca_topic_score_codex":0.0006042868,"about_ca_topic_score_gemma":0.0016855572,"teacher_disagreement_score":0.00109148,"about_ca_system_score_codex":0.00014931012,"about_ca_system_score_gemma":0.00027799173,"threshold_uncertainty_score":0.0036513805},"labels":[],"label_agreement":null},{"id":"W2925083481","doi":"10.2523/iptc-19302-ms","title":"Identification and Analogy of Carbonate Geometries Between Offshore Indus Basin in Pakistan and Proven Carbonate Play","year":2019,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","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":"Geology; Paleogene; Indus; Carbonate; Reef; Carbonate platform; Submarine pipeline; Paleontology; Structural basin; Sedimentary depositional environment; Oceanography","score_opus":0.01061616026994958,"score_gpt":0.23330981096690293,"score_spread":0.22269365069695335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2925083481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896998,0.00014457852,0.0009758189,0.00007288079,0.00000934492,0.000015579808,0.00025998434,0.000013561128,0.008808437],"genre_scores_gemma":[0.99866235,0.00008234529,0.00064264995,0.000005083212,0.0000024119695,0.0000034575085,0.00011143017,0.0000028114762,0.00048756666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999093,0.0000071689187,0.0000059812705,0.000021776827,0.00002603339,0.000029866991],"domain_scores_gemma":[0.99992275,0.0000128846,0.000024584371,0.000006644123,0.000021191941,0.000011926141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057692734,0.00015145613,0.00007032874,0.0012322342,0.00043424705,0.00057114987,0.00022993294,0.00016825522,0.0024328702],"category_scores_gemma":[0.00037664722,0.00016034709,0.00009279707,0.0010882439,0.000500671,0.0003516226,0.0005347181,0.00012534241,0.00017070732],"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":[0.00021601454,0.00004206148,0.8941093,0.00013894096,0.00003341545,0.003799924,0.0041942955,0.003597493,0.015477452,0.0052944594,0.0008540567,0.07224253],"study_design_scores_gemma":[0.000008741047,0.00003216727,0.98699665,0.000026776828,0.000009663018,0.0010338206,0.0033282887,0.0033210833,0.0012107439,0.0005864426,0.0034320902,0.00001345661],"about_ca_topic_score_codex":0.022822656,"about_ca_topic_score_gemma":0.04310664,"teacher_disagreement_score":0.022822656,"about_ca_system_score_codex":0.00035121554,"about_ca_system_score_gemma":0.00051160646,"threshold_uncertainty_score":0.04537964},"labels":[],"label_agreement":null},{"id":"W2925289851","doi":"10.2523/iptc-19170-ms","title":"Development of a New Parallel Polymer Flooding Simulator for Conventional and Naturally Fractured Reservoirs","year":2019,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":0,"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; Energi Simulation; University of Calgary","keywords":"Permeability (electromagnetism); Reservoir simulation; Scalability; Discretization; Petroleum engineering; Computer science; Preconditioner; Simulation; Materials science; Geology; Iterative method; Chemistry; Algorithm; Mathematics","score_opus":0.012042720237824121,"score_gpt":0.25316419695125675,"score_spread":0.24112147671343262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2925289851","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":[0.17307508,0.00015515358,0.8057873,0.0002469919,0.00013596927,0.00035992125,0.0008290965,0.0062004672,0.013209995],"genre_scores_gemma":[0.6701557,0.00024866126,0.31925488,0.00007128573,0.000027088405,0.00049723877,0.0010957395,0.0005727224,0.008076719],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999876,0.000025365442,0.000008713685,0.00001683144,0.000055334414,0.00001772006],"domain_scores_gemma":[0.99971217,0.00009781121,0.000026252223,0.000041164287,0.000088034656,0.000034493645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003287936,0.0004574476,0.00046771215,0.00023233102,0.00027102977,0.00035393846,0.001260335,0.00051527476,0.0032551885],"category_scores_gemma":[0.00078055897,0.00030417452,0.00044040533,0.00029532574,0.00031374863,0.0006179146,0.00069210527,0.0005583338,0.00042886572],"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":[0.000092540526,0.00007618385,0.0014309924,0.000086950364,0.00003225252,0.0001380684,0.000058057085,0.9540483,0.020603243,0.0040037697,0.0014839097,0.017945772],"study_design_scores_gemma":[0.00002153338,0.000023232142,0.00007486872,0.000002153072,0.0000033724627,0.000014464991,0.000005809393,0.9946714,0.0031924555,0.0003430539,0.0016426935,0.0000049308005],"about_ca_topic_score_codex":0.0043622227,"about_ca_topic_score_gemma":0.0031393273,"teacher_disagreement_score":0.0043622227,"about_ca_system_score_codex":0.00036630555,"about_ca_system_score_gemma":0.0012730724,"threshold_uncertainty_score":0.010889709},"labels":[],"label_agreement":null},{"id":"W2926026135","doi":"10.2523/iptc-19079-ms","title":"Conformance Control for SAGD Using Oil-in-Water Emulsions in Heterogeneous Oil Sands Reservoirs","year":2019,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Enhanced Oil Recovery Techniques","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":true,"ca_institutions":"BitCan (Canada); University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; PetroChina Company Limited","keywords":"Emulsion; Petroleum engineering; Steam-assisted gravity drainage; Permeability (electromagnetism); Steam injection; Oil sands; Enhanced oil recovery; Relative permeability; Environmental science; Multiphase flow; Injector; Oil field; Asphalt; Geology; Materials science; Geotechnical engineering; Chemistry; Chemical engineering; Engineering; Porosity; Composite material","score_opus":0.010984364383346925,"score_gpt":0.24897814411898836,"score_spread":0.23799377973564143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2926026135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852997,0.000044081124,0.014101346,0.000014552959,0.00000415081,0.000018687084,0.00002191375,0.000106833875,0.00038881743],"genre_scores_gemma":[0.998628,0.000014582553,0.001236264,0.0000013168304,3.651778e-7,0.0000044399053,0.000008364941,0.0000026906514,0.00010405826],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988437,0.000013447311,0.000008587454,0.000025802383,0.00003939973,0.000028325403],"domain_scores_gemma":[0.999818,0.000043346292,0.00006322102,0.000013323723,0.000042666332,0.000019481164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002065995,0.00022293247,0.00025797344,0.00025733843,0.00019491905,0.0003291229,0.00029701853,0.00014565563,0.00026329455],"category_scores_gemma":[0.00033306755,0.00012667046,0.00022372694,0.00016834427,0.0002493528,0.00024270444,0.00036164626,0.00017895577,0.000045034118],"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":[0.0003067893,0.00017565637,0.0035716959,0.000074434065,0.0000134851925,0.00020372708,0.000072778275,0.1504278,0.83501226,0.00044264153,0.000060731396,0.009638091],"study_design_scores_gemma":[0.00003073244,0.0005132288,0.002024728,0.0000036890308,0.000016063037,0.000018758401,0.000047230355,0.5258437,0.4710008,0.00010141353,0.00038270548,0.000017017916],"about_ca_topic_score_codex":0.0040360834,"about_ca_topic_score_gemma":0.002978592,"teacher_disagreement_score":0.0040360834,"about_ca_system_score_codex":0.0005354479,"about_ca_system_score_gemma":0.00029100612,"threshold_uncertainty_score":0.008025169},"labels":[],"label_agreement":null},{"id":"W2931452984","doi":"10.2523/iptc-19258-ms","title":"The Use of Drones for Innovative Seismic Acquisition: A Change of Paradigm for HSE","year":2019,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":4,"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":"Drone; Metis; Footprint; Computer security; Computer science; Perception; Risk analysis (engineering); Business; Geography","score_opus":0.05838965708306188,"score_gpt":0.2960583313873761,"score_spread":0.2376686743043142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2931452984","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":[0.30129677,0.004816163,0.58117014,0.016689178,0.00081211614,0.00026514445,0.00023158247,0.00041387478,0.09430503],"genre_scores_gemma":[0.8573582,0.0024467607,0.1276125,0.000506173,0.0001384695,0.00012912024,0.00007412206,0.00006390013,0.011670721],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985092,0.0007322941,0.00005348626,0.00014426534,0.00048661613,0.00007417021],"domain_scores_gemma":[0.997799,0.0008506376,0.0002225854,0.00038412792,0.00054284907,0.00020076186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018230904,0.0004225409,0.00026818478,0.0005213169,0.0005139134,0.0024709995,0.00074357534,0.00085882406,0.0039920923],"category_scores_gemma":[0.0030073451,0.00020506867,0.0003800278,0.00035828067,0.0014621838,0.0031809802,0.0021089762,0.0013739216,0.0006024911],"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":[0.0005238219,0.0005500169,0.02221384,0.00071875384,0.00014392642,0.00071793486,0.0030421724,0.06717505,0.037829645,0.40471902,0.007509023,0.45485672],"study_design_scores_gemma":[0.00020919633,0.0020806422,0.019605082,0.0010144637,0.00013621847,0.0026164923,0.009407352,0.44818038,0.034212597,0.16243699,0.3196843,0.0004163569],"about_ca_topic_score_codex":0.0030095936,"about_ca_topic_score_gemma":0.0039089317,"teacher_disagreement_score":0.0039920923,"about_ca_system_score_codex":0.0005728752,"about_ca_system_score_gemma":0.001085616,"threshold_uncertainty_score":0.013354838},"labels":[],"label_agreement":null},{"id":"W2932453129","doi":"10.2523/iptc-19068-ms","title":"Dynamic Capillarity During the Water Flooding Process in Fractured Low Permeability Reservoirs","year":2019,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation","keywords":"Permeability (electromagnetism); Water flooding; Petroleum engineering; Geology; Process (computing); Geotechnical engineering; Flooding (psychology); Computer science; Chemistry","score_opus":0.0036171536255591827,"score_gpt":0.21805309272478204,"score_spread":0.21443593909922287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2932453129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99554896,0.0000356423,0.0040635555,0.000015719274,0.0000016546898,0.0000055523487,0.000030810792,0.000028882627,0.00026911622],"genre_scores_gemma":[0.9995053,0.000013514064,0.0004090741,7.9003286e-7,2.9273258e-7,0.000002406799,0.0000097612765,0.0000014476997,0.000057544126],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999355,0.0000075737607,0.000003895516,0.000012075534,0.000019039035,0.000021886162],"domain_scores_gemma":[0.9998282,0.000086312466,0.00003148073,0.000009414347,0.000027603912,0.000016960892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015740235,0.000108921944,0.00018904965,0.0002916263,0.00024504802,0.00023237776,0.00020589019,0.00019513325,0.00043891434],"category_scores_gemma":[0.0005203811,0.00012953507,0.00017976848,0.00022969584,0.0003374757,0.00035655824,0.00018139942,0.00023139434,0.00004663458],"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":[0.00039950674,0.00012340782,0.030149149,0.0001399205,0.000030256151,0.0009784037,0.00035153655,0.25222877,0.70162416,0.0014697333,0.00014629321,0.012358851],"study_design_scores_gemma":[0.000014069509,0.00015607718,0.015767463,0.000008405912,0.000010781225,0.00008777157,0.00011130447,0.8514971,0.13174368,0.00038088,0.00019837699,0.000024078852],"about_ca_topic_score_codex":0.0050261,"about_ca_topic_score_gemma":0.00215124,"teacher_disagreement_score":0.0050261,"about_ca_system_score_codex":0.00034008292,"about_ca_system_score_gemma":0.00026569373,"threshold_uncertainty_score":0.009993672},"labels":[],"label_agreement":null},{"id":"W2935570967","doi":"10.2523/iptc-19314-ms","title":"A Hierarchical Multiscale Framework for History Matching and Optimal Well Placement for a HPHT Fractured Gas Reservoir, Tarim Basin, China","year":2019,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","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":"Kerr Wood Leidal Associates (Canada)","funders":"","keywords":"Geology; Tarim basin; Permeability (electromagnetism); Fracture (geology); Matching (statistics); Streamlines, streaklines, and pathlines; Reservoir simulation; Natural gas field; Scale (ratio); Reservoir modeling; Petrology; Petroleum engineering; Geotechnical engineering; Mechanics; Mathematics; Engineering; Paleontology; Natural gas","score_opus":0.01395350126021794,"score_gpt":0.2700921264239316,"score_spread":0.25613862516371366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935570967","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":[0.10560169,0.00019219358,0.89043725,0.00019101845,0.000018897883,0.000073997515,0.00020280744,0.00051636994,0.0027656734],"genre_scores_gemma":[0.82717687,0.0001576658,0.17060864,0.000052901956,0.000022637314,0.00014533235,0.00023603588,0.00012409413,0.0014757344],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998084,0.0000450706,0.00001348677,0.00005516139,0.000044398726,0.0000334919],"domain_scores_gemma":[0.9997098,0.00009122925,0.000059651564,0.000031057105,0.0000704144,0.00003781551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005493082,0.0005870157,0.0007583668,0.0011843876,0.00060133194,0.0011075452,0.0016803643,0.001230772,0.0021224632],"category_scores_gemma":[0.0015865421,0.00060517236,0.0010005806,0.000638826,0.00069097726,0.0007588935,0.001190237,0.0005901055,0.00017478666],"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":[0.000010683679,0.00001647606,0.0010700913,0.000020898286,0.000015722735,0.000080196936,0.000029734081,0.9865183,0.001291158,0.0038606622,0.00011715863,0.0069688936],"study_design_scores_gemma":[0.0000010066458,0.0000028739696,0.00007185754,0.0000012074959,0.00000150607,0.0000030570206,0.000004190951,0.99921155,0.00006798963,0.0005755012,0.000057839734,0.0000014325631],"about_ca_topic_score_codex":0.028204784,"about_ca_topic_score_gemma":0.021196047,"teacher_disagreement_score":0.028204784,"about_ca_system_score_codex":0.0012702933,"about_ca_system_score_gemma":0.0016394985,"threshold_uncertainty_score":0.056081235},"labels":[],"label_agreement":null},{"id":"W2998905237","doi":"10.2523/iptc-20111-ms","title":"Smart Autopilot Drone System for Surface Surveillance and Anomaly Detection via Customizable Deep Neural Network","year":2020,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Advanced Neural Network Applications","field":"Computer 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":"Impact","funders":"","keywords":"Drone; Autopilot; Computer science; Anomaly detection; Global Positioning System; Artificial intelligence; Deep learning; Real-time computing; Quadcopter; Cloud computing; Inertial measurement unit; Remote sensing; Computer vision; Engineering; Aerospace engineering; Geography; Telecommunications","score_opus":0.014103551469427574,"score_gpt":0.23069521221274328,"score_spread":0.2165916607433157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998905237","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":[0.34768984,0.0007451615,0.5711364,0.00037963298,0.00025085104,0.00045783047,0.002298434,0.058900572,0.018141331],"genre_scores_gemma":[0.9117855,0.00018773231,0.07668694,0.00027192183,0.000019436,0.00020898179,0.0020243267,0.00029959105,0.008515625],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998956,0.000006650117,0.0000036824194,0.000038684335,0.000037829246,0.000017583077],"domain_scores_gemma":[0.9999057,0.00001221672,0.000013374644,0.000019491106,0.00003583175,0.000013405663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010371359,0.0005158266,0.00022819401,0.00035606723,0.00014776702,0.00031946023,0.0007471862,0.00023836437,0.0031066374],"category_scores_gemma":[0.0002824299,0.00017998459,0.00017454383,0.00011839433,0.00013952347,0.00049449597,0.00055941334,0.00044391403,0.0008205758],"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":[0.0011566177,0.00082405977,0.014945772,0.00034056976,0.00018500269,0.00092209905,0.000325808,0.10681292,0.20002094,0.0026506772,0.044284463,0.6275311],"study_design_scores_gemma":[0.000088166176,0.0002909766,0.0071962406,0.000024020317,0.000036877984,0.00026154012,0.00005398678,0.9287958,0.049268387,0.0009617138,0.012974672,0.00004765707],"about_ca_topic_score_codex":0.0051155514,"about_ca_topic_score_gemma":0.009619109,"teacher_disagreement_score":0.0051155514,"about_ca_system_score_codex":0.00034184536,"about_ca_system_score_gemma":0.0004011132,"threshold_uncertainty_score":0.010392666},"labels":[],"label_agreement":null},{"id":"W3000100515","doi":"10.2523/iptc-19620-ms","title":"First Digital Intelligent Artificial Lift Production Optimization Technology in UAE Dual- String Gas Lift Well – Completion and Installation Considerations","year":2020,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","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":"Gas lift; Artificial lift; Lift (data mining); Completion (oil and gas wells); Engineering; String (physics); Computer science; Simulation; Mechanical engineering; Petroleum engineering","score_opus":0.028000799787611885,"score_gpt":0.24820342200385892,"score_spread":0.22020262221624703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000100515","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":[0.20252141,0.0016844713,0.71821755,0.0024559286,0.000614694,0.00067901245,0.00036615832,0.0067384248,0.066722274],"genre_scores_gemma":[0.5820234,0.0006555135,0.38857332,0.00042328096,0.00006844189,0.00020720315,0.00038135835,0.00027756582,0.02739002],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99838555,0.00017150605,0.000060673578,0.00017023028,0.0010150294,0.00019710294],"domain_scores_gemma":[0.9993895,0.000056974775,0.000050682243,0.00011363858,0.00028726293,0.00010197314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014840405,0.0004906296,0.0004899045,0.0008153901,0.0005353558,0.0021774988,0.000994063,0.00090928335,0.0047654426],"category_scores_gemma":[0.0010324375,0.0003663022,0.0006431506,0.0003432432,0.00057382934,0.0018578139,0.0016502943,0.0013335713,0.0017947954],"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":[0.00074500585,0.0005279327,0.005942385,0.0006276577,0.00004221079,0.001195367,0.0006472917,0.0368574,0.33456087,0.035979882,0.010884802,0.5719892],"study_design_scores_gemma":[0.00014814205,0.0036659355,0.00870553,0.00017802799,0.00007853335,0.0013494765,0.0004432509,0.16704498,0.46664834,0.00586553,0.34566474,0.00020754276],"about_ca_topic_score_codex":0.0010061805,"about_ca_topic_score_gemma":0.000980039,"teacher_disagreement_score":0.0047654426,"about_ca_system_score_codex":0.0011299644,"about_ca_system_score_gemma":0.0013633819,"threshold_uncertainty_score":0.015942037},"labels":[],"label_agreement":null},{"id":"W3000357077","doi":"10.2523/iptc-19615-ms","title":"3D Confocal Imaging Methodology Optimized for Pore Space Characterization of Microporous Carbonate Reservoirs","year":2020,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Photoacoustic and Ultrasonic Imaging","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Interconnectivity; Microporous material; Carbonate; Materials science; Confocal; Characterisation of pore space in soil; Porosity; Characterization (materials science); High resolution; Mineralogy; Geology; Nanotechnology; Composite material; Optics; Remote sensing","score_opus":0.02487359137495202,"score_gpt":0.2527666673448931,"score_spread":0.2278930759699411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000357077","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70523065,0.0005064346,0.28656247,0.00020997967,0.000042737858,0.00019896333,0.0016716981,0.0011306115,0.0044464553],"genre_scores_gemma":[0.4681719,0.0005491424,0.52692324,0.000057419733,0.000009710913,0.00042378975,0.0011003838,0.0002285229,0.0025359527],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997681,0.000017715614,0.000016808513,0.00006276461,0.00008977267,0.00004484558],"domain_scores_gemma":[0.99952555,0.000118492084,0.00008304362,0.000065978835,0.00018235,0.000024602958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004185666,0.0003467987,0.00020190119,0.0005157104,0.000293754,0.000413361,0.00046240518,0.00045851106,0.001922729],"category_scores_gemma":[0.00048997876,0.00039710084,0.0002352753,0.00034105842,0.00029175976,0.00031246804,0.0002463129,0.00048214215,0.00048141583],"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":[0.000009502961,0.000006928732,0.00024888662,0.00003081415,0.0000024083956,0.000041351755,0.000039139555,0.00039774706,0.99717784,0.000288396,0.00007220028,0.0016848217],"study_design_scores_gemma":[0.0000032932353,0.000023051138,0.0025280728,0.00000756198,0.0000055134806,0.00021491875,0.000041525418,0.012116408,0.9818112,0.00008939901,0.0031411317,0.000017855127],"about_ca_topic_score_codex":0.002192536,"about_ca_topic_score_gemma":0.0049713887,"teacher_disagreement_score":0.002192536,"about_ca_system_score_codex":0.0004221834,"about_ca_system_score_gemma":0.0006096146,"threshold_uncertainty_score":0.0064321756},"labels":[],"label_agreement":null},{"id":"W3000542210","doi":"10.2523/iptc-19729-ms","title":"Estimates of Total Oil &amp; Gas Reserves in The World, Future of Oil and Gas Companies and SMART Investments by E &amp; P Companies in Renewable Energy Sources for Future Energy Needs","year":2020,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":43,"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":"Renewable energy; Fossil fuel; Business; Natural resource economics; Environmental economics; Environmental science; Petroleum engineering; Commerce; Waste management; Economics; Engineering; Electrical engineering","score_opus":0.01823333885065643,"score_gpt":0.2637103509131106,"score_spread":0.2454770120624542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000542210","genre_codex":"review","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":[0.017593471,0.74859065,0.0069995783,0.014324502,0.0032801174,0.000100487276,0.044006195,0.00050695875,0.16459814],"genre_scores_gemma":[0.10405327,0.810471,0.005150293,0.002600311,0.00089012046,0.00022494773,0.022251109,0.00020907274,0.054149985],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99893314,0.00010045943,0.00007603135,0.000115021,0.00066684536,0.00010856455],"domain_scores_gemma":[0.9981665,0.0003381197,0.00030411492,0.00004164295,0.0010794599,0.00007011366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012934789,0.0013370464,0.0004399872,0.007364773,0.00045625152,0.002554646,0.00073950493,0.00086095894,0.014974463],"category_scores_gemma":[0.0028954123,0.0003210442,0.00084829814,0.011010403,0.00052956503,0.0051917564,0.0013729197,0.0014136793,0.005890575],"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":[0.00020836042,0.000037983522,0.00840188,0.013052265,0.0002732608,0.00049411325,0.00057550846,0.003780875,0.002653162,0.05465837,0.3536554,0.56220883],"study_design_scores_gemma":[0.000004982174,0.000027309654,0.00915644,0.002050117,0.00008711488,0.00034296868,0.0006379177,0.0004464084,0.0010528354,0.003475003,0.9826805,0.000038278366],"about_ca_topic_score_codex":0.025751341,"about_ca_topic_score_gemma":0.029682668,"teacher_disagreement_score":0.025751341,"about_ca_system_score_codex":0.0023130267,"about_ca_system_score_gemma":0.0028562231,"threshold_uncertainty_score":0.051202953},"labels":[],"label_agreement":null},{"id":"W3000664444","doi":"10.2523/iptc-20344-ms","title":"Data Mining: A Novel Strategy for Production Forecast in Tight Hydrocarbon Resource in Canada by Random Forest Analysis","year":2020,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":36,"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":"Tight gas; Petrophysics; Petroleum engineering; Computer science; Production (economics); Oil shale; Fossil fuel; Productivity; Data mining; Environmental science; Geology; Engineering; Hydraulic fracturing; Geotechnical engineering","score_opus":0.0365635331189019,"score_gpt":0.24127091487148222,"score_spread":0.20470738175258033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000664444","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":[0.1435512,0.0007682532,0.84548455,0.0007720117,0.000075363634,0.00037814007,0.0031598567,0.0037369076,0.0020737092],"genre_scores_gemma":[0.6755076,0.00052593247,0.31404912,0.00015461989,0.00005644087,0.00028916402,0.0071135936,0.00013071409,0.0021728477],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991979,0.000108038206,0.0000763407,0.00023104972,0.00022408486,0.00016265466],"domain_scores_gemma":[0.9990252,0.00033515604,0.00009866028,0.0000710393,0.0004158446,0.000054051838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012196777,0.0011907269,0.001042898,0.0038354646,0.0009648615,0.0012628374,0.0016710018,0.00072505063,0.0009844388],"category_scores_gemma":[0.0030442048,0.00048170757,0.0013610843,0.0031730959,0.00047520472,0.0010450707,0.00078146247,0.0009608975,0.0002690058],"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":[0.00025441273,0.0002644447,0.029628985,0.0001832468,0.00022123911,0.00035136976,0.00013754767,0.5815888,0.003531356,0.0027299148,0.0060040555,0.37510473],"study_design_scores_gemma":[0.000007518266,0.000011408778,0.0015572396,0.0000069900134,0.000018730916,0.000013769385,0.000032687833,0.9965013,0.00061460905,0.0007610101,0.00046755583,0.000007174267],"about_ca_topic_score_codex":0.33062127,"about_ca_topic_score_gemma":0.24633126,"teacher_disagreement_score":0.66937876,"about_ca_system_score_codex":0.0019063026,"about_ca_system_score_gemma":0.00607802,"threshold_uncertainty_score":0.6573937},"labels":[],"label_agreement":null},{"id":"W3000695398","doi":"10.2523/20099-ms","title":"Augmented AI Framework for Well Performance Prediction and Opportunity Identification in Unconventional Reservoirs","year":2020,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Identification (biology); Computer science; Petroleum engineering; Geology","score_opus":0.019020043079916914,"score_gpt":0.2508650165969811,"score_spread":0.2318449735170642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000695398","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":[0.04870784,0.00066164776,0.9442587,0.0002584993,0.00007344654,0.000029779418,0.00020125383,0.00048460215,0.0053242627],"genre_scores_gemma":[0.9531442,0.00027385532,0.042154852,0.00006557257,0.000053277796,0.00007023446,0.00017543427,0.00002500185,0.004037629],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997985,0.000049280905,0.000011895321,0.00004704543,0.000051001425,0.00004227514],"domain_scores_gemma":[0.99952376,0.00026066485,0.000040972667,0.00002326562,0.00012661227,0.000024685502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048209663,0.0005245761,0.0007778031,0.0005534224,0.00033468165,0.0011645583,0.0011358038,0.0007608105,0.0022686913],"category_scores_gemma":[0.0011139897,0.00034620444,0.0004759421,0.0006742795,0.0004157202,0.00082207256,0.0008120291,0.0009141598,0.00022034631],"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":[0.00003151773,0.000028189626,0.00038370045,0.000026226653,0.000026776392,0.000042935622,0.000019904708,0.97457427,0.0005998053,0.0041005188,0.00039139416,0.01977491],"study_design_scores_gemma":[6.324284e-7,0.0000030173828,0.000033166547,8.586633e-7,0.000001576896,0.0000014175461,0.0000018699639,0.9992526,0.00003631703,0.00060939445,0.000058213718,9.32795e-7],"about_ca_topic_score_codex":0.02038452,"about_ca_topic_score_gemma":0.017617036,"teacher_disagreement_score":0.02038452,"about_ca_system_score_codex":0.0005177292,"about_ca_system_score_gemma":0.0011188559,"threshold_uncertainty_score":0.040531754},"labels":[],"label_agreement":null},{"id":"W3136743342","doi":"10.2523/iptc-21294-ms","title":"Successfully Installing ICD Screens and Hydraulic Packers without Washpipe Using Novel Check-Valve ICDS: Case Study Offshore Canada","year":2021,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Oil and Gas Production Techniques","field":"Engineering","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":"Inflow; Ball valve; Submarine pipeline; Petroleum engineering; Marine engineering; Installation; Hydraulic fluid; Flow control valve; Nozzle; Engineering; Mechanical engineering; Geology; Hydraulic machinery; Geotechnical engineering","score_opus":0.01840328627409375,"score_gpt":0.252013270411394,"score_spread":0.23360998413730025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136743342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813751,0.00021084632,0.010408857,0.00052545726,0.000051638188,0.0002943374,0.00015524593,0.00008603488,0.006892545],"genre_scores_gemma":[0.97624445,0.00038522936,0.013705249,0.00019596246,0.000016955379,0.000055648277,0.00010398668,0.000060477454,0.0092319455],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99884653,0.00010605199,0.0000792025,0.00015957165,0.0005415363,0.00026716036],"domain_scores_gemma":[0.99911433,0.00020021282,0.00012503286,0.00008322045,0.00025311543,0.00022406185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005358681,0.00080976397,0.00037077573,0.00073663594,0.0021232106,0.0011915364,0.0013146682,0.0016533014,0.0017636294],"category_scores_gemma":[0.0018344842,0.0004223335,0.00064925815,0.0005373701,0.001120807,0.0005697151,0.00096775824,0.0010969135,0.0005193076],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000594465,0.0025206632,0.16954258,0.000992368,0.00017647086,0.57028854,0.018423103,0.010736583,0.07593883,0.0035451981,0.0069052046,0.14033602],"study_design_scores_gemma":[0.00023280161,0.0050936956,0.21073529,0.0009880533,0.00050543214,0.3175852,0.09894182,0.044878148,0.21221845,0.0022821361,0.105860636,0.0006783024],"about_ca_topic_score_codex":0.12582017,"about_ca_topic_score_gemma":0.35280067,"teacher_disagreement_score":0.87417984,"about_ca_system_score_codex":0.0024225714,"about_ca_system_score_gemma":0.004193772,"threshold_uncertainty_score":0.2501756},"labels":[],"label_agreement":null},{"id":"W3137134692","doi":"10.2523/iptc-21217-ms","title":"Application Research of Engineering Construction Standardisation in an Oilfield Development Adjusting Project in Bohai Sea","year":2021,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Oil and Gas Production Techniques","field":"Engineering","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":"Workover; Engineering; Procurement; Quarter (Canadian coin); Construction engineering; Petroleum engineering","score_opus":0.034202191967653534,"score_gpt":0.3173101706419507,"score_spread":0.28310797867429716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137134692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90190405,0.00041720518,0.06914867,0.00034573112,0.000073957446,0.0010418628,0.00017892217,0.00040693747,0.026482644],"genre_scores_gemma":[0.95534474,0.0003866405,0.040161006,0.000024289197,0.00001297496,0.00026557475,0.00023301877,0.00003685915,0.0035349338],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99272656,0.0024062453,0.0005834093,0.0007013966,0.00302856,0.00055379525],"domain_scores_gemma":[0.99609864,0.0006791059,0.0003334665,0.0005921062,0.002012895,0.00028374308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071792947,0.0007782447,0.00043253312,0.0027071869,0.0014081916,0.0013417017,0.0011691382,0.00079864473,0.0032052475],"category_scores_gemma":[0.005428382,0.0004103354,0.00074134476,0.0024889,0.0009567236,0.0016161851,0.0016471784,0.00061722007,0.00030256843],"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":[0.0013168557,0.001691907,0.10608456,0.0026767377,0.00016523458,0.0020187078,0.014634507,0.08724287,0.09846113,0.021109626,0.0045937453,0.6600041],"study_design_scores_gemma":[0.0006182929,0.01002408,0.40256485,0.0009775489,0.0010496138,0.0017273623,0.046671033,0.20026562,0.18616882,0.0122451885,0.13703382,0.000653725],"about_ca_topic_score_codex":0.010829814,"about_ca_topic_score_gemma":0.009149555,"teacher_disagreement_score":0.010829814,"about_ca_system_score_codex":0.0027088672,"about_ca_system_score_gemma":0.0038765343,"threshold_uncertainty_score":0.03796816},"labels":[],"label_agreement":null},{"id":"W3137507614","doi":"10.2523/iptc-21350-ms","title":"An Artificial Intelligence Neural Networks Driven Approach to Forecast Production in Unconventional Reservoirs – Comparative Analysis with Decline Curve","year":2021,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","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 Calgary","funders":"","keywords":"Artificial neural network; Unconventional oil; Production (economics); Computer science; Nonlinear system; Artificial intelligence; Well test (oil and gas); Machine learning; Reservoir computing; Time series; Oil production; Flow (mathematics); Petroleum engineering; Engineering; Fossil fuel; Recurrent neural network; Mathematics","score_opus":0.029521631253526467,"score_gpt":0.27903669135534964,"score_spread":0.24951506010182317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137507614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6655395,0.0005928458,0.32351995,0.0007441581,0.000063161264,0.00008294684,0.00032720406,0.00037523394,0.008754998],"genre_scores_gemma":[0.988736,0.00009706194,0.009962943,0.000017724806,0.0000071068025,0.00002770423,0.00008134988,0.000008945044,0.001061208],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985754,0.000044781933,0.000009854112,0.00003589774,0.000033745586,0.000018170038],"domain_scores_gemma":[0.99945694,0.0003115872,0.000059179154,0.000014747907,0.0001377829,0.000019789857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060576736,0.00047279202,0.0003093259,0.00082985876,0.0002733399,0.0007093151,0.00048298322,0.00071879075,0.0011462867],"category_scores_gemma":[0.0014733304,0.00023357973,0.00045630004,0.00067943614,0.000259426,0.00065040047,0.0002866627,0.00059171993,0.000097643024],"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":[0.000021669748,0.000014823895,0.0017997797,0.000014039212,0.000011050507,0.00004019623,0.000014153832,0.9904947,0.00034267828,0.00063827325,0.00010084133,0.0065076123],"study_design_scores_gemma":[3.783849e-7,0.000004109867,0.00017918568,8.6373467e-7,9.728249e-7,0.0000010721237,0.000002949588,0.99958974,0.00007036539,0.00012447414,0.00002494959,9.2103534e-7],"about_ca_topic_score_codex":0.026636912,"about_ca_topic_score_gemma":0.0139738,"teacher_disagreement_score":0.026636912,"about_ca_system_score_codex":0.0011266372,"about_ca_system_score_gemma":0.0006277837,"threshold_uncertainty_score":0.052963734},"labels":[],"label_agreement":null},{"id":"W3137792640","doi":"10.2523/iptc-21233-ms","title":"Pre-Stack Depth Migration of High Resolution Distributed Acoustic Sensing VSP","year":2021,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","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":"Distributed acoustic sensing; Stack (abstract data type); Geology; Seismology; Seismic migration; High resolution; Volume (thermodynamics); Optical fiber; Vertical seismic profile; Fiber optic sensor; Remote sensing; Computer science; Telecommunications","score_opus":0.013473041864250348,"score_gpt":0.2302093603600479,"score_spread":0.21673631849579755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137792640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766312,0.00006143156,0.019858861,0.00006226189,0.00003620092,0.000029594044,0.00052606245,0.0007213381,0.002072987],"genre_scores_gemma":[0.96987635,0.000030069497,0.028389126,0.00001706746,0.0000067852247,0.000013547982,0.00055852346,0.000044386765,0.0010640493],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998878,0.000010520923,0.000003777976,0.000021461126,0.000054383792,0.000022041837],"domain_scores_gemma":[0.9997396,0.000035940095,0.000025711548,0.0000354566,0.00013880046,0.000024369336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002252058,0.00047961416,0.00023476084,0.0004758325,0.000259744,0.00031615014,0.00039695285,0.00030665446,0.0012232332],"category_scores_gemma":[0.00059432955,0.00014925575,0.0001691917,0.0005208458,0.00019215274,0.00042615607,0.00035311797,0.0003938107,0.0003266478],"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":[0.0008536273,0.00032322202,0.051626112,0.00017263119,0.00006965704,0.00033107467,0.00070929877,0.049855262,0.6315488,0.0006704186,0.0020862524,0.2617537],"study_design_scores_gemma":[0.00015391156,0.0010184756,0.23606634,0.00004731277,0.00007195502,0.00041756104,0.0009285853,0.41141903,0.34031156,0.00083197217,0.008598994,0.00013427745],"about_ca_topic_score_codex":0.011077357,"about_ca_topic_score_gemma":0.024520807,"teacher_disagreement_score":0.011077357,"about_ca_system_score_codex":0.0003012033,"about_ca_system_score_gemma":0.0005488529,"threshold_uncertainty_score":0.022025764},"labels":[],"label_agreement":null},{"id":"W3138685949","doi":"10.2523/iptc-21439-ms","title":"Application of Multi-Lateral Wells for Production and Enhanced Oil Recovery – Case Studies From Canada","year":2021,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Enhanced Oil Recovery Techniques","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":"Petroleum engineering; Production (economics); Oil production; Geology; Economic geology; Injection well; Water well; Oil field; Regional geology; Environmental geology; Metamorphic petrology; Geotechnical engineering; Hydrogeology","score_opus":0.013071537740273568,"score_gpt":0.25672041793228495,"score_spread":0.2436488801920114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138685949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814105,0.0007329483,0.00489153,0.00024699114,0.000018166424,0.0002271833,0.0005852659,0.00009336557,0.011794099],"genre_scores_gemma":[0.9893372,0.0005722964,0.0050059883,0.000025068042,0.0000028839258,0.00004178144,0.00015766619,0.000015185088,0.004841981],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9990707,0.000072980714,0.00003290484,0.00008655128,0.00043930227,0.0002975307],"domain_scores_gemma":[0.99938726,0.00012287807,0.000060218837,0.000050821134,0.00029239574,0.0000865267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079278724,0.0006033582,0.00040836103,0.0012369598,0.0016303508,0.0012995469,0.0010713072,0.0010714761,0.0016869154],"category_scores_gemma":[0.0007810832,0.00020519934,0.0006369213,0.0016522611,0.0011927123,0.00057585875,0.0010824904,0.00046989878,0.00020227037],"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":[0.0025626025,0.00224749,0.08771565,0.0033089896,0.00027716835,0.03423515,0.0039554164,0.43323222,0.21960633,0.013836576,0.007032368,0.19199009],"study_design_scores_gemma":[0.0004148596,0.0046347254,0.10158282,0.0005211526,0.00041832318,0.0043838723,0.028188372,0.26850942,0.4771671,0.0050070337,0.1086358,0.0005365739],"about_ca_topic_score_codex":0.48658824,"about_ca_topic_score_gemma":0.60910046,"teacher_disagreement_score":0.51341176,"about_ca_system_score_codex":0.008290116,"about_ca_system_score_gemma":0.0048392606,"threshold_uncertainty_score":0.96751195},"labels":[],"label_agreement":null},{"id":"W4212875682","doi":"10.2523/iptc-22186-ms","title":"Not All Unconventional Reservoirs Are Similar: MENA Regional vs. Global Anisotropic Rock Index and Mechanical Characterization – Part 1","year":2022,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydrocarbon exploration 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":"Petrophysics; Geology; Permeability (electromagnetism); Core sample; Index (typography); Procurement; Mining engineering; Porosity; Geotechnical engineering; Petroleum engineering; Core (optical fiber); Engineering; Computer science","score_opus":0.019523544875260167,"score_gpt":0.23659880725071503,"score_spread":0.21707526237545485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212875682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902013,0.00055811886,0.002143293,0.000050603565,0.0000054238753,0.00001994614,0.00041684211,0.000025223278,0.0065793],"genre_scores_gemma":[0.99846554,0.00011578424,0.00078800967,0.0000066715256,0.0000016636843,0.000004732052,0.00016813027,0.000005229693,0.00044420632],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997218,0.000033225697,0.000027540813,0.00006553284,0.00010835577,0.000043523294],"domain_scores_gemma":[0.9991843,0.00011830803,0.00029870495,0.00009786664,0.0002606912,0.00004004109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044998282,0.00022040306,0.00027995114,0.0013150389,0.00028352957,0.00070074515,0.0001916004,0.00012401943,0.00087386626],"category_scores_gemma":[0.00095694105,0.000117932694,0.00020856608,0.0017682861,0.000486672,0.0007330722,0.0004969742,0.00012511255,0.000121822326],"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":[0.0002777235,0.00004357002,0.8470252,0.00045775287,0.00031734616,0.0008170996,0.001966966,0.0069390805,0.032883428,0.0045846677,0.00074942526,0.10393779],"study_design_scores_gemma":[0.000004216153,0.00007557581,0.9725892,0.00007342594,0.00013107226,0.00037911104,0.0031740763,0.0046524247,0.012736209,0.00072021066,0.0054417416,0.000022784156],"about_ca_topic_score_codex":0.011543266,"about_ca_topic_score_gemma":0.028967865,"teacher_disagreement_score":0.011543266,"about_ca_system_score_codex":0.00041376846,"about_ca_system_score_gemma":0.000568142,"threshold_uncertainty_score":0.022952199},"labels":[],"label_agreement":null},{"id":"W4212993059","doi":"10.2523/iptc-22384-ms","title":"Data-Driven Model for Measuring Hydraulic Fracturing Efficiency by Utilizing the Real-Time Treatment Data","year":2022,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Oil and Gas Production 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":"TD Bank Group","funders":"","keywords":"Support vector machine; Computer science; Data mining; Artificial neural network; Machine learning; Artificial intelligence; Timestamp; Statistic; Schedule; Analytics; Key (lock); Performance indicator; Real-time computing","score_opus":0.062210229256769334,"score_gpt":0.2822125183029853,"score_spread":0.220002289046216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212993059","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":[0.16538933,0.00023847225,0.8266414,0.0003184941,0.00008364165,0.00020371522,0.000951908,0.002258733,0.0039144037],"genre_scores_gemma":[0.96586335,0.00009163832,0.030844212,0.000039748647,0.000011875125,0.00035849278,0.0004079839,0.000038958802,0.0023437787],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995678,0.0000788349,0.000029340104,0.00015253917,0.00012865769,0.000042844174],"domain_scores_gemma":[0.9992943,0.0003342965,0.00008311035,0.000052936888,0.0002190744,0.000016197104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086849934,0.00079535955,0.0005363492,0.00081866106,0.0002738702,0.0010719182,0.0010144052,0.0011607944,0.0020809814],"category_scores_gemma":[0.0018463974,0.000364939,0.0007435066,0.0005632798,0.00038263574,0.0008027775,0.00034284228,0.0007700231,0.0005083251],"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":[0.00006629011,0.000057469082,0.0018249891,0.0000519712,0.000026177984,0.000038108326,0.00003379851,0.9803775,0.0019240832,0.00074400456,0.00026848598,0.014587019],"study_design_scores_gemma":[0.0000013533826,0.000010496864,0.0002761161,0.000002419084,0.0000023598482,0.0000040900854,0.0000029759553,0.9990256,0.00043032193,0.00016274142,0.00007866337,0.00000295496],"about_ca_topic_score_codex":0.01391718,"about_ca_topic_score_gemma":0.008866824,"teacher_disagreement_score":0.01391718,"about_ca_system_score_codex":0.0012392965,"about_ca_system_score_gemma":0.0008784203,"threshold_uncertainty_score":0.02767235},"labels":[],"label_agreement":null},{"id":"W4213152234","doi":"10.2523/iptc-22320-ms","title":"Exploring the Feasibility of Geological Storage of Hydrogen in Indian Porous Media: Challenges, Opportunities and the Way Ahead","year":2022,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","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":"Renewable energy; Energy storage; Environmental science; Fossil fuel; Hydrogen storage; Environmental economics; Electricity generation; Energy supply; Natural resource economics; Wind power; Business; Process engineering; Power (physics); Hydrogen; Waste management; Engineering; Energy (signal processing); Electrical engineering; Economics","score_opus":0.13738998656162404,"score_gpt":0.2776806611205795,"score_spread":0.14029067455895544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213152234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94858795,0.01848632,0.009397224,0.0060568135,0.00024382934,0.00008978188,0.00047280738,0.00012858465,0.016536724],"genre_scores_gemma":[0.9884637,0.006750015,0.0032601245,0.00016185288,0.00003371427,0.000022307586,0.00011897509,0.000007803607,0.0011815036],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997385,0.0000391324,0.000012992887,0.000029456287,0.0000945851,0.00008528997],"domain_scores_gemma":[0.99951696,0.00015952167,0.00006602705,0.000038476122,0.00016416158,0.000054860586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006286297,0.00019848828,0.00027911458,0.00039068412,0.0006545918,0.0021587363,0.0007569939,0.00070430565,0.0011806857],"category_scores_gemma":[0.00064993947,0.00015655573,0.00037700322,0.0005678212,0.0007915704,0.001821861,0.000942273,0.0008717141,0.0002617707],"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":[0.00092941703,0.0005917732,0.03246479,0.0039075473,0.00012376496,0.00325502,0.0013178135,0.032754663,0.7562139,0.032160945,0.006799274,0.12948112],"study_design_scores_gemma":[0.000046160105,0.0019879316,0.020099355,0.0004281521,0.00019087197,0.0018050796,0.01574221,0.089794025,0.79122967,0.013175418,0.0652751,0.00022607479],"about_ca_topic_score_codex":0.0046414207,"about_ca_topic_score_gemma":0.006683373,"teacher_disagreement_score":0.0046414207,"about_ca_system_score_codex":0.0009224719,"about_ca_system_score_gemma":0.0010975725,"threshold_uncertainty_score":0.009228766},"labels":[],"label_agreement":null},{"id":"W4231039425","doi":"10.2523/iptc-11820-abstract","title":"Physical Simulation of In-situ Combustion of Sensitive Heavy Oil Reservoir","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Petro-Canada","funders":"","keywords":"Petroleum engineering; Combustion; Environmental science; Injector; Coke; Oil in place; Permeability (electromagnetism); Water flooding; Well stimulation; Petroleum; Waste management; Reservoir engineering; Geology; Engineering; Chemistry","score_opus":0.014143414476289319,"score_gpt":0.2671615918062664,"score_spread":0.2530181773299771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231039425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9536379,0.00021205454,0.019558957,0.0004346875,0.0001159897,0.00011747744,0.0009811391,0.00028858756,0.024653303],"genre_scores_gemma":[0.99512684,0.00007458366,0.002144628,0.000025782503,0.0000069170997,0.000054431595,0.0002752432,0.000020597068,0.0022709093],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999846,0.000032046595,0.0000099445915,0.000026438252,0.00004367736,0.000042044427],"domain_scores_gemma":[0.99942625,0.00031958887,0.000058233436,0.000037068625,0.00009653643,0.00006237499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027878827,0.0004908368,0.00049363886,0.0003298032,0.00056200236,0.00078387035,0.00074015005,0.001140456,0.0031137662],"category_scores_gemma":[0.000893203,0.0002780148,0.0005879595,0.0003747058,0.0006363607,0.000538655,0.0005943284,0.0006312627,0.0001828449],"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":[0.00013719844,0.000109160595,0.00363642,0.000050785893,0.000018041712,0.00018346192,0.00004476299,0.98794717,0.0051737255,0.00085192185,0.0002686976,0.0015787446],"study_design_scores_gemma":[0.000025488313,0.00005318161,0.0010845398,0.0000034227317,0.0000054619045,0.000013874192,0.00002973881,0.99682367,0.0014728373,0.00018431178,0.00029857017,0.0000050509493],"about_ca_topic_score_codex":0.009162559,"about_ca_topic_score_gemma":0.0051036617,"teacher_disagreement_score":0.009162559,"about_ca_system_score_codex":0.0006308098,"about_ca_system_score_gemma":0.00066397665,"threshold_uncertainty_score":0.018218398},"labels":[],"label_agreement":null},{"id":"W4232143905","doi":"10.2523/iptc-17503-ms","title":"The Field Tests for Measurement of Downhole Weight on Bit(DWOB) and the Calibration of a Real-time DWOB Model","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":7,"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","keywords":"Drilling; Rate of penetration; Drill bit; Drill; Bit (key); Computer science; Drilling engineering; Calibration; Measure (data warehouse); Simulation; Measurement while drilling; Field (mathematics); Drill pipe; Engineering; Mechanical engineering; Data mining","score_opus":0.00969685546480603,"score_gpt":0.21504866796721622,"score_spread":0.2053518125024102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232143905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8553077,0.00012031462,0.1390462,0.000110843044,0.00006223842,0.00027839164,0.00091601274,0.0013120939,0.002846195],"genre_scores_gemma":[0.9792118,0.00005609021,0.019731222,0.000020156476,0.0000019495835,0.000095704374,0.00023437255,0.000032916112,0.0006157183],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909306,0.0001457136,0.000063030384,0.00013101455,0.0005142804,0.000052996485],"domain_scores_gemma":[0.99863225,0.00042084637,0.00013849753,0.00022830242,0.00054528064,0.000034944198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001141464,0.0006874904,0.00031110275,0.00075252913,0.00028766392,0.00039319004,0.00097137573,0.0006814298,0.001207713],"category_scores_gemma":[0.0018222462,0.00031240575,0.00032590094,0.00053639524,0.00040106467,0.00068452617,0.00033007812,0.00050641404,0.0003818521],"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":[0.00085453,0.00093901576,0.045931842,0.0004106961,0.00006121607,0.0003230888,0.000440408,0.2827705,0.5740593,0.001566329,0.0018877244,0.090755284],"study_design_scores_gemma":[0.000113112874,0.0020158985,0.030106705,0.000039436716,0.000035220346,0.0001925725,0.00026152356,0.6192841,0.34456676,0.000445507,0.0028632164,0.000076026045],"about_ca_topic_score_codex":0.0067013074,"about_ca_topic_score_gemma":0.007859629,"teacher_disagreement_score":0.0067013074,"about_ca_system_score_codex":0.00072102767,"about_ca_system_score_gemma":0.00055286265,"threshold_uncertainty_score":0.013324618},"labels":[],"label_agreement":null},{"id":"W4232199680","doi":"10.2523/iptc-17463-ms","title":"Post-Production Heavy Oil Operations: A Case For Partial Upgrading","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Pipeline transport; Production (economics); Capital cost; Partial equilibrium; Downstream (manufacturing); Environmental economics; Engineering; Operations management; Environmental engineering; Economics","score_opus":0.016384836173297935,"score_gpt":0.27181200293226876,"score_spread":0.2554271667589708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232199680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98397183,0.000056276716,0.0033831934,0.00028800804,0.000013969213,0.00013516752,0.00015267587,0.000043014996,0.01195594],"genre_scores_gemma":[0.99605596,0.000044638906,0.0016303082,0.000014431254,0.0000036105087,0.00002238764,0.00005789847,0.0000087915905,0.0021620246],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99868137,0.00022039852,0.000045635046,0.00014659895,0.00051109534,0.00039495327],"domain_scores_gemma":[0.9980811,0.00087656645,0.00019187244,0.00030107604,0.00034871578,0.00020063027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014794045,0.00056952884,0.00037790422,0.00095869176,0.001302921,0.0015507244,0.0011106303,0.001463772,0.00487557],"category_scores_gemma":[0.002130282,0.00022697367,0.00085051014,0.00077369675,0.0016256109,0.0016709579,0.0011132519,0.00095340004,0.00042880973],"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":[0.005622733,0.0036634626,0.1629564,0.0012768725,0.00017025923,0.08060745,0.0032936984,0.30226642,0.14805034,0.07962982,0.004295846,0.20816664],"study_design_scores_gemma":[0.00046206865,0.014514983,0.14601015,0.0004917678,0.00034635642,0.015381791,0.02769726,0.34591794,0.3360248,0.036036193,0.07672664,0.0003901245],"about_ca_topic_score_codex":0.011872398,"about_ca_topic_score_gemma":0.011144986,"teacher_disagreement_score":0.011872398,"about_ca_system_score_codex":0.0030655204,"about_ca_system_score_gemma":0.0017136689,"threshold_uncertainty_score":0.023606598},"labels":[],"label_agreement":null},{"id":"W4238594184","doi":"10.2523/iptc-13156-ms","title":"Basement Reservoirs - A Review of their Geological and Production Characteristics","year":2009,"lang":"en","type":"review","venue":"International Petroleum Technology Conference","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":"Mira Geoscience (Canada); Geoscience BC","funders":"","keywords":"Geology; Basement; Environmental geology; Hydrocarbon exploration; Geochemistry; Source rock; Earth science; Engineering geology; Metamorphic rock; Mining engineering; Petrology; Tectonics; Geomorphology; Paleontology; Structural basin; Metamorphic petrology; Archaeology","score_opus":0.03154078741458833,"score_gpt":0.2830312511961022,"score_spread":0.25149046378151385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238594184","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":[0.0020689273,0.99161786,0.0010084233,0.00030670714,0.00015586638,0.00001600947,0.0002900485,0.000021589844,0.004514699],"genre_scores_gemma":[0.008113735,0.98830324,0.0008215162,0.000104744395,0.0002022171,0.000012033671,0.00027648,0.00001005493,0.0021560465],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995995,0.000041131476,0.000070648835,0.00010914832,0.00013914042,0.000040366824],"domain_scores_gemma":[0.9993611,0.00024040962,0.00017300737,0.000021657965,0.00017116129,0.00003267901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000520719,0.0010227765,0.001162745,0.0049824826,0.00035290493,0.002208374,0.0009176488,0.000901102,0.0058229514],"category_scores_gemma":[0.00080383004,0.0006370139,0.00052455533,0.006632864,0.0007779785,0.003308859,0.00080512214,0.000783581,0.0018537377],"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":[0.00011251911,0.00008197963,0.0026784856,0.024621442,0.00008310283,0.00051774,0.00036892825,0.0031089592,0.0026402408,0.014163419,0.018288836,0.9333343],"study_design_scores_gemma":[0.0000047512945,0.00019249984,0.005269433,0.0064489185,0.000091522605,0.0019055577,0.00034245045,0.00043397018,0.0014954947,0.00332605,0.98044693,0.000042321662],"about_ca_topic_score_codex":0.0041095857,"about_ca_topic_score_gemma":0.004092844,"teacher_disagreement_score":0.0058229514,"about_ca_system_score_codex":0.000968059,"about_ca_system_score_gemma":0.0012820257,"threshold_uncertainty_score":0.019479752},"labels":[],"label_agreement":null},{"id":"W4241190633","doi":"10.2523/iptc-16796-ms","title":"Flow Assurance Study for a Subsea Production System with a Large-Scale Seabed Storage","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Offshore Engineering and Technologies","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Subsea; Seabed; Marine engineering; Storage tank; Engineering; Petroleum engineering; Geology; Mechanical engineering; Oceanography","score_opus":0.0065855655454744675,"score_gpt":0.19832197252133635,"score_spread":0.1917364069758619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241190633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98011774,0.00016677433,0.017166145,0.00013014585,0.000038356597,0.00010888923,0.00014048522,0.00024565536,0.0018858176],"genre_scores_gemma":[0.998304,0.000027533588,0.0010488108,0.0000052907258,0.0000023592256,0.00001792342,0.000040082803,0.0000043211758,0.0005495171],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961877,0.000081588434,0.00002044874,0.00008009504,0.00010444967,0.00009449498],"domain_scores_gemma":[0.99904805,0.0003656162,0.000109363944,0.000052366908,0.00033184295,0.00009287547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061603024,0.0005452179,0.00063066947,0.0006417264,0.00092744234,0.000918296,0.00059858547,0.00064639485,0.0029765717],"category_scores_gemma":[0.0009098961,0.00025898582,0.00058335747,0.00027282647,0.00044880988,0.0008727433,0.00046818814,0.0004736818,0.00026290448],"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":[0.0012415109,0.00071484403,0.018342027,0.00040166095,0.00008510013,0.0012409914,0.00038810098,0.88260233,0.06833548,0.0010166157,0.0011160404,0.024515314],"study_design_scores_gemma":[0.00006247348,0.0011408014,0.0039514424,0.000012513298,0.00004976205,0.00005860395,0.0002497555,0.98153275,0.012203959,0.00018858396,0.0005238104,0.00002557152],"about_ca_topic_score_codex":0.0131483255,"about_ca_topic_score_gemma":0.006080314,"teacher_disagreement_score":0.0131483255,"about_ca_system_score_codex":0.0011297442,"about_ca_system_score_gemma":0.00089552044,"threshold_uncertainty_score":0.02614361},"labels":[],"label_agreement":null},{"id":"W4243484962","doi":"10.2523/iptc-17555-ms","title":"Modeling Bitumen Presence and Its Impact on Reservoir Performance in the Arab D Reservoir, Dukhan Field, Qatar","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":false,"ca_institutions":"ExxonMobil (Canada)","funders":"","keywords":"Petrophysics; Asphalt; Geology; Permeability (electromagnetism); Reservoir simulation; Petroleum engineering; Saturation (graph theory); Oil sands; Reservoir modeling; Porosity; Oil field; Geotechnical engineering; Materials science","score_opus":0.02048575399096929,"score_gpt":0.2898344191114376,"score_spread":0.2693486651204683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243484962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99773717,0.00002059261,0.0014541859,0.000034723143,0.0000021010887,0.000012507093,0.00020887422,0.000042169475,0.00048770182],"genre_scores_gemma":[0.9991148,0.000012446253,0.0005829243,0.000005433892,5.46797e-7,0.0000070499073,0.00010280535,0.0000026064467,0.00017139938],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998504,0.00003279913,0.000007729829,0.00003933438,0.000018225825,0.000051430885],"domain_scores_gemma":[0.9995751,0.00021046403,0.00006217348,0.00003393599,0.000081272614,0.000037011407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057877315,0.0004313021,0.00039667878,0.000549695,0.0005144123,0.0010177376,0.00079783954,0.00077305,0.00090912613],"category_scores_gemma":[0.0008738597,0.00039726612,0.00047902047,0.0005146416,0.00050929846,0.0006157852,0.00050059514,0.00043024117,0.00013097783],"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":[0.00014219344,0.00010535997,0.060441855,0.000028400906,0.000039992763,0.00017228395,0.000089922985,0.9301171,0.0044951937,0.0003356527,0.00011674214,0.003915339],"study_design_scores_gemma":[0.000009278534,0.00007396395,0.014119534,0.000004284481,0.000014736201,0.000011792604,0.000080417456,0.98387766,0.0016304427,0.00008008538,0.000087755,0.000010074491],"about_ca_topic_score_codex":0.17540945,"about_ca_topic_score_gemma":0.1092833,"teacher_disagreement_score":0.17540945,"about_ca_system_score_codex":0.002435135,"about_ca_system_score_gemma":0.0019084703,"threshold_uncertainty_score":0.34877688},"labels":[],"label_agreement":null},{"id":"W4244867768","doi":"10.2523/iptc-17625-ms","title":"Advanced Rock Characterization by Dual Energy CT Imaging: A Novel Method in Complex Reservoir Evaluation","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydrocarbon exploration and reservoir analysis","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":"Haliburton Forest & Wild Life Reserve","funders":"","keywords":"Petrophysics; Geology; Lithology; Core (optical fiber); Reservoir modeling; Core sample; Characterization (materials science); Consistency (knowledge bases); Well logging; Mineralogy; Porosity; Petrology; Geophysics; Computer science; Petroleum engineering; Materials science; Geometry; Mathematics; Geotechnical engineering","score_opus":0.017423480945414464,"score_gpt":0.2736801675876304,"score_spread":0.25625668664221596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244867768","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":[0.048143588,0.00009677722,0.94981194,0.000036956,0.00000759365,0.00006347556,0.0001722436,0.00065703347,0.0010103695],"genre_scores_gemma":[0.35286587,0.00019865674,0.64547205,0.000024727815,0.000017242246,0.0001146098,0.00020986173,0.00013418157,0.00096282177],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99971765,0.00005996094,0.000020589452,0.00007347339,0.00010474491,0.000023496004],"domain_scores_gemma":[0.9992705,0.00022523757,0.00013247273,0.000091356815,0.00022843834,0.000051980074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005984537,0.0006037312,0.0004184465,0.0026585157,0.00023251607,0.001149357,0.0006810575,0.0004975157,0.0017134611],"category_scores_gemma":[0.0015622989,0.0003469695,0.0002945244,0.0014847437,0.00051498506,0.001079158,0.0008072678,0.00038019574,0.0005086639],"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":[0.00040097864,0.00021347667,0.030721819,0.00026735247,0.000091710506,0.0005476428,0.00025037763,0.10957989,0.36344442,0.011807423,0.0014130111,0.48126188],"study_design_scores_gemma":[0.0000079126785,0.00005809916,0.0053264396,0.000011970817,0.000018819666,0.00033235166,0.000058485293,0.9417251,0.04861665,0.0019454907,0.0018621888,0.00003650393],"about_ca_topic_score_codex":0.001424874,"about_ca_topic_score_gemma":0.0015844008,"teacher_disagreement_score":0.0026585157,"about_ca_system_score_codex":0.00035485273,"about_ca_system_score_gemma":0.0005072054,"threshold_uncertainty_score":0.0057320595},"labels":[],"label_agreement":null},{"id":"W4245550843","doi":"10.2523/10695-abstract","title":"Exploring the \"Empty Quarter\" - Early Experience and Lessons of a New Upstream Venture in Saudi Arabia","year":2005,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Upstream (networking); Venture capital; Business; Social venture capital; Computer science; Finance; Telecommunications; Geography","score_opus":0.06475380732034237,"score_gpt":0.31791011896077237,"score_spread":0.25315631164043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245550843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98384315,0.00025849516,0.0002247274,0.0052641714,0.000099127945,0.00001007041,0.000019644984,0.000010314967,0.010270311],"genre_scores_gemma":[0.98477083,0.0003207204,0.00014474169,0.00060625136,0.000016104388,0.0000040315413,0.000017081735,0.000017887101,0.014102429],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990458,0.00036267433,0.000016682228,0.00004921948,0.00010001915,0.0004256454],"domain_scores_gemma":[0.9976411,0.00038414917,0.00016883723,0.00005755529,0.00032713692,0.0014212227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001991589,0.00031885566,0.00023343014,0.0005009634,0.01656779,0.0068296874,0.0009516249,0.002662671,0.006891325],"category_scores_gemma":[0.0028840976,0.00031124725,0.00018380754,0.00055303425,0.0035374458,0.00409537,0.004837197,0.00460936,0.0010361973],"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":[0.000341849,0.0005179579,0.02530204,0.00006822292,0.000013775777,0.010260743,0.8949964,0.00023189609,0.0024184966,0.02605817,0.010977892,0.0288126],"study_design_scores_gemma":[0.0000057818997,0.00013295782,0.005640943,0.00007282104,0.0000055270225,0.00050157617,0.94599706,0.00020456793,0.00040741937,0.0010524146,0.04595774,0.000021211361],"about_ca_topic_score_codex":0.045243774,"about_ca_topic_score_gemma":0.13616733,"teacher_disagreement_score":0.045243774,"about_ca_system_score_codex":0.0041468423,"about_ca_system_score_gemma":0.006786283,"threshold_uncertainty_score":0.08996087},"labels":[],"label_agreement":null},{"id":"W4245852460","doi":"10.2523/iptc-11891-ms","title":"Post-Frac Analysis Based on Flowback Results Using Chemical Frac-Tracers","year":2008,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":false,"ca_institutions":"Oncolytics Biotech (Canada)","funders":"","keywords":"TRACER; Fracturing fluid; Fracture (geology); Chemistry; Hydraulic fracturing; Petroleum engineering; Mineralogy; Geology; Geotechnical engineering; Physics","score_opus":0.01250010342000534,"score_gpt":0.23622223752693036,"score_spread":0.223722134106925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245852460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84987193,0.0011575833,0.13618334,0.00022866233,0.00015738801,0.00042054837,0.00199003,0.0036497985,0.006340714],"genre_scores_gemma":[0.8763267,0.00086046226,0.10791555,0.000079383004,0.000017027147,0.00027290525,0.0010636396,0.00038238257,0.013081956],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988741,0.000067711575,0.000050704726,0.00015900169,0.00075431645,0.00009411083],"domain_scores_gemma":[0.99806696,0.00045252746,0.0002119159,0.000169993,0.0010570171,0.000041607276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013630093,0.00064766733,0.00049142505,0.0020873197,0.0008081972,0.00074482383,0.0007953528,0.00070934446,0.003673678],"category_scores_gemma":[0.0020591542,0.00019051992,0.0003367707,0.0013394991,0.0005420997,0.00052354083,0.00024314798,0.0007797517,0.0012101203],"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":[0.00027511496,0.00016424373,0.0041854475,0.0001205686,0.000015002992,0.00012942686,0.0002803619,0.001803055,0.9559381,0.00039411144,0.00047963718,0.036214888],"study_design_scores_gemma":[0.0000042652664,0.00017248312,0.004605258,0.000009832933,0.000013654476,0.000058232625,0.00007072053,0.0069350195,0.9865694,0.00006042757,0.0014762009,0.00002456594],"about_ca_topic_score_codex":0.005403022,"about_ca_topic_score_gemma":0.0064950446,"teacher_disagreement_score":0.005403022,"about_ca_system_score_codex":0.0010784864,"about_ca_system_score_gemma":0.0006555386,"threshold_uncertainty_score":0.012289643},"labels":[],"label_agreement":null},{"id":"W4247647028","doi":"10.2523/11249-ms","title":"Formation Pressure While Drilling data verified with Wireline Formation Tester, Hibernia Field, offshore Newfoundland","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wireline; Submarine pipeline; Geology; Petroleum engineering; Drilling; Formation evaluation; Offshore drilling; Field (mathematics); Marine engineering; Oceanography; Engineering; Telecommunications","score_opus":0.0174140538591172,"score_gpt":0.22747589909618315,"score_spread":0.21006184523706595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247647028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98110837,0.000057668236,0.0065356647,0.00015227412,0.000031834486,0.00007212159,0.0028427222,0.000653553,0.008545887],"genre_scores_gemma":[0.9882683,0.000044874243,0.004018136,0.00004343972,0.0000024247636,0.000020333511,0.0012642095,0.000054007545,0.0062841065],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99951255,0.000018469063,0.00003238505,0.00007243403,0.00029076057,0.00007338871],"domain_scores_gemma":[0.999161,0.00006137315,0.00008944043,0.000054133943,0.0005654432,0.000068619665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003857542,0.0002267714,0.00018229829,0.0006336407,0.0009866942,0.00041077824,0.00043060962,0.000290947,0.0030922145],"category_scores_gemma":[0.0008826286,0.00022462445,0.00011922737,0.00041606155,0.0003584151,0.00052955945,0.00040294515,0.00035218653,0.00064217515],"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":[0.0011169137,0.00023483431,0.25143018,0.00015178071,0.000048137033,0.002799397,0.0031393738,0.005963444,0.6606603,0.0007315785,0.010431637,0.063292444],"study_design_scores_gemma":[0.00007427568,0.0007003856,0.54740053,0.000042600375,0.00007481491,0.0009678031,0.0023282107,0.016123332,0.41278386,0.000102493206,0.019348836,0.00005291095],"about_ca_topic_score_codex":0.17591,"about_ca_topic_score_gemma":0.40937,"teacher_disagreement_score":0.82409,"about_ca_system_score_codex":0.0011386697,"about_ca_system_score_gemma":0.0022315185,"threshold_uncertainty_score":0.34977216},"labels":[],"label_agreement":null},{"id":"W4251642022","doi":"10.2523/iptc-11970-ms","title":"Killing of a Gas Well: Successful Implementation of Innovative Approaches in a Middle-Eastern Carbonate Field - A Field Case","year":2008,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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 Calgary","funders":"","keywords":"Casing; Tectonics; Petroleum engineering; Geology; Mining engineering; Engineering; Civil engineering; Seismology","score_opus":0.029033853756415547,"score_gpt":0.25774188145216265,"score_spread":0.2287080276957471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251642022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97555405,0.0015084038,0.006383251,0.0029316172,0.00018202227,0.00024910521,0.00005373901,0.00006586772,0.013071982],"genre_scores_gemma":[0.9811453,0.0011585886,0.007490454,0.00065799674,0.000083429266,0.000046835743,0.000048655136,0.000020332134,0.009348418],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99950564,0.00010030844,0.000034980898,0.00005305843,0.0001187857,0.00018719079],"domain_scores_gemma":[0.99966633,0.000049674396,0.00005661418,0.000022596689,0.000034929944,0.00016989672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005840381,0.0007346684,0.00024708372,0.0009330035,0.0026491915,0.0009224139,0.0011463931,0.0022432457,0.0028937883],"category_scores_gemma":[0.0013435859,0.0002461338,0.00042739118,0.00032654285,0.0013400256,0.00078650605,0.0011369507,0.0015088078,0.00040280496],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018288904,0.001136616,0.022525009,0.00037708099,0.00005240703,0.88607043,0.01042479,0.0017841993,0.008528783,0.0042155436,0.0040364033,0.060665812],"study_design_scores_gemma":[0.000056882185,0.0019689735,0.027308185,0.00047351964,0.00008616011,0.8748566,0.032142676,0.0038482654,0.0095776105,0.0034685922,0.046072632,0.00013990448],"about_ca_topic_score_codex":0.0032647962,"about_ca_topic_score_gemma":0.018347189,"teacher_disagreement_score":0.0032647962,"about_ca_system_score_codex":0.001501225,"about_ca_system_score_gemma":0.0014517377,"threshold_uncertainty_score":0.010892272},"labels":[],"label_agreement":null},{"id":"W4252785502","doi":"10.2523/iptc-12027-ms","title":"Exploratory Well Hits Target Successfully on the 8th Attempts in the Binak Oilfield, North of Persian Gulf","year":2008,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","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":"Drilling; Geology; Casing; Drilling fluid; Petroleum engineering; Borehole; Oil shale; Sloughing; Drill; Drill string; Lost circulation; Mining engineering; Geotechnical engineering; Engineering; Paleontology; Mechanical engineering","score_opus":0.015430421628849594,"score_gpt":0.19469569672533668,"score_spread":0.1792652750964871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252785502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881941,0.00018663045,0.0042365654,0.00012299784,0.000029649407,0.000101920865,0.00012542364,0.00009724197,0.0069054198],"genre_scores_gemma":[0.9810683,0.00013546862,0.011289327,0.000026810423,0.000002960016,0.000041453655,0.00010978004,0.000016534066,0.007309459],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997316,0.000037031994,0.000017300426,0.00003715124,0.00011635895,0.000060573773],"domain_scores_gemma":[0.99965894,0.000042125168,0.000053436892,0.00002744912,0.0001565055,0.00006168218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005433148,0.0003969322,0.00021326912,0.0007872585,0.0009702704,0.0004268873,0.00030535038,0.00035922893,0.0018616705],"category_scores_gemma":[0.00049813924,0.00013229455,0.0001569668,0.00047799005,0.00056407147,0.00042083292,0.00061169645,0.00035782313,0.00046957054],"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":[0.0019828863,0.0004562611,0.19269161,0.0006213243,0.000074265685,0.014607518,0.009181617,0.022151895,0.42139053,0.0031517313,0.0037476171,0.32994282],"study_design_scores_gemma":[0.00012815974,0.0069977255,0.3908777,0.00055787456,0.000121911275,0.0064161234,0.039814595,0.01616916,0.43471217,0.0022074052,0.10178643,0.00021067755],"about_ca_topic_score_codex":0.008229572,"about_ca_topic_score_gemma":0.04640967,"teacher_disagreement_score":0.008229572,"about_ca_system_score_codex":0.00062128715,"about_ca_system_score_gemma":0.001543182,"threshold_uncertainty_score":0.016363382},"labels":[],"label_agreement":null},{"id":"W4253447575","doi":"10.2523/iptc-11237-ms","title":"Optimising Fluid Choices for Landfarm Applications","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","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":"University of Calgary","funders":"","keywords":"Drilling fluid; Environmental science; Ecotoxicity; Bioremediation; Petroleum; Biodegradation; Petroleum engineering; Loam; Diesel fuel; Drill cuttings; Waste management; Drilling; Contamination; Soil water; Engineering; Geology; Chemistry; Soil science; Ecology","score_opus":0.009745121168498384,"score_gpt":0.24272319877587253,"score_spread":0.23297807760737416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253447575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98527825,0.0021496238,0.009215781,0.00007502029,0.000036260873,0.0003353383,0.00022649564,0.00011136886,0.002571822],"genre_scores_gemma":[0.98067147,0.0015933844,0.016234767,0.000029368923,0.000010522236,0.00012927946,0.00021228932,0.00003194796,0.0010869965],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99940395,0.00012973863,0.00007363394,0.00008951944,0.00022188161,0.00008132755],"domain_scores_gemma":[0.9990476,0.00027359583,0.00031935325,0.00003284457,0.00024223371,0.00008438133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008951733,0.0006517957,0.0004337109,0.0008417211,0.00025806963,0.0011211748,0.00054374867,0.0005253627,0.0019113399],"category_scores_gemma":[0.0019884715,0.00023827144,0.00026354016,0.0006645448,0.00023574212,0.0011438433,0.0007044855,0.0004318091,0.0006770884],"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":[0.0005199205,0.00032866397,0.0020357848,0.00046044355,0.00001848666,0.000115421375,0.00007662186,0.0042053787,0.9682847,0.00024269373,0.00014532803,0.023566494],"study_design_scores_gemma":[0.00003304819,0.0020292688,0.002313621,0.000059216123,0.00003832736,0.00009247113,0.00020018939,0.005627799,0.98435867,0.00012130666,0.005093747,0.000032200038],"about_ca_topic_score_codex":0.000827404,"about_ca_topic_score_gemma":0.0015603877,"teacher_disagreement_score":0.0019113399,"about_ca_system_score_codex":0.0004379974,"about_ca_system_score_gemma":0.0005156885,"threshold_uncertainty_score":0.0063940883},"labels":[],"label_agreement":null},{"id":"W4254701924","doi":"10.2523/iptc-11894-ms","title":"Reserves Are Added By Re-Thinking a 1983 Steamflood Pilot","year":2008,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"Petroleum engineering; Steam injection; Well stimulation; Reservoir engineering; Petroleum; Geology; Enhanced oil recovery; Vapor quality; Environmental science; Engineering; Heat exchanger; Mechanical engineering","score_opus":0.03198837809893677,"score_gpt":0.262345691217205,"score_spread":0.23035731311826824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254701924","genre_codex":"commentary","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":[0.36708194,0.001537628,0.018017577,0.43770716,0.0074718893,0.00017019227,0.00037998563,0.0018501868,0.16578336],"genre_scores_gemma":[0.7882525,0.0011266782,0.013411897,0.023212207,0.0014887385,0.000055404384,0.00024052756,0.0005596216,0.1716525],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99777704,0.00046435086,0.00013760276,0.00030685248,0.0008861053,0.00042795308],"domain_scores_gemma":[0.9952402,0.0010995998,0.00028757824,0.0004889259,0.0018888742,0.0009947575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031931354,0.00040894304,0.00021616902,0.00041494082,0.0037470383,0.0047442336,0.0010866657,0.002520579,0.011536988],"category_scores_gemma":[0.007792148,0.00044232153,0.00038781072,0.00019804743,0.0025834597,0.0036880122,0.0019660194,0.004500251,0.0023802344],"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":[0.0007800482,0.0003802683,0.027779376,0.00029645645,0.00005934608,0.008751912,0.03303518,0.007462872,0.018324725,0.05944391,0.5580699,0.285616],"study_design_scores_gemma":[0.00004565232,0.00043765476,0.008437541,0.00019166547,0.000034902747,0.0006389617,0.027253214,0.0033410164,0.0039166557,0.012777388,0.94279957,0.00012588385],"about_ca_topic_score_codex":0.031250615,"about_ca_topic_score_gemma":0.06266072,"teacher_disagreement_score":0.031250615,"about_ca_system_score_codex":0.005025583,"about_ca_system_score_gemma":0.0049318783,"threshold_uncertainty_score":0.062137425},"labels":[],"label_agreement":null},{"id":"W4322489156","doi":"10.2523/iptc-22825-ea","title":"The TB 3.1 To TB 3.7 Sequence Stratigraphy and Structural Developments of the West Baram Delta Basin, Offshore Sarawak, East Malaysia","year":2023,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Geological and Geophysical Studies","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":"Quest University Canada","funders":"","keywords":"Geology; Structural basin; Delta; Paleontology; Sequence stratigraphy; Sedimentary rock; Sedimentary depositional environment; Sequence (biology); Fault (geology)","score_opus":0.020317320799028534,"score_gpt":0.23020064733099954,"score_spread":0.209883326531971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322489156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980715,0.00007204534,0.00013694575,0.000015903985,0.0000015622267,0.0000063041316,0.0004149796,0.000008322477,0.0012724844],"genre_scores_gemma":[0.9983261,0.00005288812,0.0004021186,0.0000049259106,5.969679e-7,0.0000051919037,0.0003089626,0.0000023602029,0.00089691597],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999646,0.0000029866833,0.0000040304058,0.000008452683,0.000008616225,0.000011368309],"domain_scores_gemma":[0.99991477,0.0000054180846,0.00003019263,0.0000047882786,0.000028451886,0.000016385276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007493536,0.00011936866,0.000070110706,0.0009433657,0.0001967313,0.00030663953,0.00011740857,0.00012306732,0.0011761093],"category_scores_gemma":[0.00012397472,0.00010135372,0.00012952223,0.0008796854,0.00018289582,0.00013898729,0.00020846925,0.000120836165,0.00023096782],"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":[0.00019271483,0.00003957917,0.9188482,0.00012464423,0.00004216987,0.00062534085,0.0020929193,0.0024512396,0.02776731,0.0006156732,0.0007393235,0.046460856],"study_design_scores_gemma":[0.0000016238185,0.000021958229,0.9962747,0.000016485006,0.000005994608,0.00017384037,0.0005663626,0.0007575994,0.0010469219,0.000027324097,0.001103608,0.0000036793547],"about_ca_topic_score_codex":0.045001615,"about_ca_topic_score_gemma":0.091760926,"teacher_disagreement_score":0.045001615,"about_ca_system_score_codex":0.00041473084,"about_ca_system_score_gemma":0.00065370183,"threshold_uncertainty_score":0.08947939},"labels":[],"label_agreement":null},{"id":"W4392185350","doi":"10.2523/iptc-23825-ms","title":"A Streamline Based Lagrangain Method to Investigate Two-Phase Flow in Hydrocarbon Recovery","year":2024,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Petroleum engineering; Flow (mathematics); Hydrocarbon; Two-phase flow; Geology; Chemistry; Mechanics; Physics","score_opus":0.017070107871374363,"score_gpt":0.3188300588261558,"score_spread":0.3017599509547814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392185350","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":[0.060459774,0.0003399318,0.93220156,0.00025985274,0.0000582973,0.00013495002,0.00014040119,0.0003415247,0.0060637174],"genre_scores_gemma":[0.79746056,0.00037234105,0.18902943,0.000114513525,0.000057693484,0.0004532933,0.00020193835,0.000200156,0.012110079],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985445,0.00007088581,0.000005471394,0.000018369792,0.000031743697,0.000019059673],"domain_scores_gemma":[0.9994628,0.0003175074,0.000059032718,0.000019882858,0.0000941284,0.000046699883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004917769,0.0005945267,0.00064812176,0.00058549334,0.00044282147,0.00068196777,0.0010216133,0.0012027915,0.0036438862],"category_scores_gemma":[0.0010712817,0.00032418172,0.00053191156,0.00047960068,0.00090777717,0.00062226754,0.00084495026,0.00071089424,0.0003444479],"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":[0.0000426858,0.00005686847,0.0006592279,0.00007170525,0.000012109034,0.0001371735,0.00005037369,0.97852296,0.0037197766,0.01012056,0.0003106733,0.0062959786],"study_design_scores_gemma":[0.0000018934132,0.00000643222,0.000017644908,0.0000010585884,6.041793e-7,0.0000028818479,0.00000288424,0.99944836,0.000099646066,0.0002735266,0.00014379293,0.0000012402998],"about_ca_topic_score_codex":0.01061664,"about_ca_topic_score_gemma":0.0063623823,"teacher_disagreement_score":0.01061664,"about_ca_system_score_codex":0.0007681224,"about_ca_system_score_gemma":0.0010853263,"threshold_uncertainty_score":0.02110964},"labels":[],"label_agreement":null},{"id":"W4392187219","doi":"10.2523/iptc-23737-ea","title":"Enhancing Safety in Geological Carbon Sequestration: Supervised Machine Learning for Early Detection and Mitigation of CO2 Leakage in Injection Wells","year":2024,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","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":"Memorial University of Newfoundland","funders":"","keywords":"Leakage (economics); Carbon sequestration; Environmental science; Leak detection; Computer science; Petroleum engineering; Engineering; Carbon dioxide; Environmental engineering; Chemistry","score_opus":0.006535943855120155,"score_gpt":0.20825250131646608,"score_spread":0.20171655746134592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392187219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7175923,0.00048860104,0.27819914,0.0005527849,0.000049670427,0.0000662756,0.00015028752,0.00071635144,0.002184506],"genre_scores_gemma":[0.99205536,0.00003919265,0.007585604,0.00001821196,0.0000062686777,0.000015439864,0.00005061397,0.0000042569704,0.00022503648],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999767,0.000104133345,0.000013444527,0.00005011978,0.000035042274,0.000030294965],"domain_scores_gemma":[0.9986053,0.00090636907,0.00013880372,0.000058047597,0.00025073392,0.00004080725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010762301,0.0005936538,0.0004951438,0.00039232665,0.00019040969,0.0005074566,0.00054697203,0.0006189508,0.00040371623],"category_scores_gemma":[0.002393083,0.0002289378,0.0004591168,0.00027920931,0.00032261485,0.0005072815,0.00032750497,0.0007442736,0.0000813201],"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":[0.00005865522,0.00008299676,0.0032066088,0.000024491063,0.000020480835,0.000030457217,0.00001436213,0.9802184,0.0010675255,0.00023571061,0.00014616021,0.01489418],"study_design_scores_gemma":[9.794688e-7,0.0000098927185,0.00022360178,0.0000012670712,0.0000012915754,0.0000012430295,0.0000024530907,0.99940956,0.00026490795,0.0000720092,0.000011567315,0.0000012119107],"about_ca_topic_score_codex":0.008951726,"about_ca_topic_score_gemma":0.0059372713,"teacher_disagreement_score":0.008951726,"about_ca_system_score_codex":0.00052191305,"about_ca_system_score_gemma":0.0008772706,"threshold_uncertainty_score":0.017799258},"labels":[],"label_agreement":null},{"id":"W4392187460","doi":"10.2523/iptc-23195-ms","title":"Risk Reduction and Continuous Improvement in the Deployment of Motorized Intelligent RSS in Unconventional Plays","year":2024,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Scientific Computing and Data Management","field":"Decision Sciences","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":"RSS; Software deployment; Reduction (mathematics); Computer science; Embedded system; Computer security; Operating system","score_opus":0.04609014687289776,"score_gpt":0.3397872992262523,"score_spread":0.29369715235335453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392187460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9289027,0.0003670907,0.05889124,0.00050116313,0.00003705452,0.00016884184,0.00009651673,0.0009072452,0.010128057],"genre_scores_gemma":[0.99309677,0.00004758009,0.00529962,0.000017712582,0.0000028815757,0.000019102288,0.000031081305,0.000014346261,0.0014709897],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870527,0.00028806282,0.000048122318,0.00013444737,0.0006381267,0.00018595559],"domain_scores_gemma":[0.99837863,0.00022983702,0.000316424,0.00020042117,0.00074638904,0.00012828287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013989112,0.0006380022,0.00023542566,0.0007047756,0.00040712362,0.000858644,0.00088806805,0.0004933787,0.001871114],"category_scores_gemma":[0.0022169075,0.00020637386,0.00020853386,0.00032891115,0.0005396077,0.00080669986,0.0009647765,0.00028573605,0.00044617156],"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":[0.0022381912,0.0005438584,0.10777776,0.00037095952,0.00013868648,0.0016205866,0.0014160989,0.22761242,0.17275666,0.0072888643,0.0048897006,0.47334617],"study_design_scores_gemma":[0.00018087792,0.007492117,0.17324466,0.0001592163,0.00021813661,0.0011225488,0.0055591376,0.6489734,0.11740931,0.0037255748,0.04172788,0.00018717445],"about_ca_topic_score_codex":0.008328856,"about_ca_topic_score_gemma":0.010793132,"teacher_disagreement_score":0.008328856,"about_ca_system_score_codex":0.000984089,"about_ca_system_score_gemma":0.0009775804,"threshold_uncertainty_score":0.016560733},"labels":[],"label_agreement":null},{"id":"W4392187520","doi":"10.2523/iptc-23690-ms","title":"First Horizontal Deployment of Remedial Conformable Sand Control Technology in Colombia - Qualification and Case Study","year":2024,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Erosion and Abrasive Machining","field":"Environmental Science","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":"Conformable matrix; Remedial education; Software deployment; Control (management); Computer science; Engineering; Artificial intelligence; Software engineering; Materials science; Mathematics; Mathematics education","score_opus":0.012071024970991332,"score_gpt":0.27044266864295174,"score_spread":0.2583716436719604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392187520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950369,0.00008081587,0.0020788622,0.000069199814,0.000009435109,0.00016566027,0.000096622796,0.00006906215,0.0023933912],"genre_scores_gemma":[0.994531,0.00007696587,0.0029603413,0.000019675612,0.0000016959278,0.000023916178,0.00007559154,0.000010190844,0.0023007412],"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","domain_scores_codex":[0.9992182,0.00012460114,0.00004522823,0.00010376054,0.00031847128,0.00018961536],"domain_scores_gemma":[0.9994593,0.0000729718,0.00008378251,0.000067395646,0.0002372069,0.00007936091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054901984,0.00035656182,0.000395209,0.00042362258,0.0007084473,0.0007439832,0.0004934869,0.00089948624,0.0011530888],"category_scores_gemma":[0.00084221974,0.0001170233,0.0002618468,0.00035303482,0.0005287885,0.00032685243,0.00047323096,0.00036209574,0.00042098717],"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":[0.0016633208,0.0019984716,0.060475167,0.0012077333,0.00007314467,0.012795781,0.0034842964,0.02336756,0.7248271,0.0013312037,0.0023906406,0.16638558],"study_design_scores_gemma":[0.0001633526,0.021256534,0.14621931,0.00018724662,0.00013478241,0.0033910482,0.011913749,0.025196975,0.7575875,0.00044223046,0.033312295,0.000194974],"about_ca_topic_score_codex":0.019305956,"about_ca_topic_score_gemma":0.04048579,"teacher_disagreement_score":0.019305956,"about_ca_system_score_codex":0.0014898664,"about_ca_system_score_gemma":0.00086370006,"threshold_uncertainty_score":0.03838712},"labels":[],"label_agreement":null},{"id":"W4392187671","doi":"10.2523/iptc-24106-ms","title":"Experiment and FEM Modelling of Stress Shadow Effect in Multi-Stage Hydraulic Fracturing to Optimize the Stimulation","year":2024,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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 Calgary","funders":"","keywords":"Hydraulic fracturing; Finite element method; Stress (linguistics); Stage (stratigraphy); Shadow (psychology); Computer science; Geology; Petroleum engineering; Structural engineering; Engineering; Psychology","score_opus":0.026221103738689893,"score_gpt":0.2797080601795466,"score_spread":0.25348695644085667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392187671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91332126,0.00018580114,0.077929005,0.00010988948,0.000064254775,0.00013671428,0.00048614232,0.0007125176,0.007054446],"genre_scores_gemma":[0.986991,0.000063996966,0.011497965,0.000009800644,0.0000025057734,0.000057584166,0.00005574515,0.000020959806,0.0013004848],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985576,0.000012184741,0.000010149653,0.000028409511,0.000065392895,0.000028010836],"domain_scores_gemma":[0.9996325,0.00019911406,0.000041626306,0.000045312838,0.00006507822,0.000016417498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002721419,0.00038057813,0.000339566,0.0003214911,0.00021045981,0.00038079626,0.00051428605,0.0007724138,0.0033524113],"category_scores_gemma":[0.00053532596,0.0002278779,0.00040444275,0.00023469815,0.000366524,0.00029524692,0.0002121516,0.00027923356,0.0002819061],"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":[0.00030511228,0.00016945429,0.003545581,0.00037976692,0.000016889824,0.00041224607,0.00028469795,0.62789,0.34355667,0.00091983523,0.0004994351,0.022020277],"study_design_scores_gemma":[0.000022664995,0.00044317695,0.0058541135,0.000021822236,0.000020196207,0.00008524233,0.00011662341,0.89863765,0.09306047,0.00034146802,0.0013631973,0.000033301727],"about_ca_topic_score_codex":0.0016185496,"about_ca_topic_score_gemma":0.0020791364,"teacher_disagreement_score":0.0033524113,"about_ca_system_score_codex":0.00035458,"about_ca_system_score_gemma":0.00029458728,"threshold_uncertainty_score":0.011214912},"labels":[],"label_agreement":null},{"id":"W4392187730","doi":"10.2523/iptc-23648-ms","title":"Simulation of Reservoir Charge to Predict Fluid Compositional Distribution: A New Way to Test the Geologic Model","year":2024,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Society for Neuroeconomics","funders":"","keywords":"Geology; Computer science; Petroleum engineering; Test (biology)","score_opus":0.01789493327686869,"score_gpt":0.2582557998851114,"score_spread":0.24036086660824268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392187730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84293634,0.00019539525,0.14351134,0.0005800445,0.00008681541,0.00014080865,0.0006535793,0.0007864424,0.011109179],"genre_scores_gemma":[0.98391116,0.000048712885,0.014863231,0.00004354485,0.0000072142493,0.00005910809,0.00015037358,0.000045049474,0.00087144494],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998134,0.00006141885,0.000013508205,0.000029491015,0.00005326436,0.00002893407],"domain_scores_gemma":[0.99876773,0.0007914276,0.00009563119,0.00011868216,0.0001631788,0.00006338655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057290145,0.00048095625,0.0005030888,0.0005228638,0.00041786392,0.0010214609,0.00072877685,0.0012648357,0.002155774],"category_scores_gemma":[0.0021633059,0.0003132059,0.00056144636,0.00040346925,0.0006189812,0.0009283495,0.00072500366,0.0007718557,0.00019618958],"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":[0.000028931388,0.000031902804,0.002344605,0.000009812282,0.00000824105,0.000020902049,0.000010800502,0.99403363,0.0011782283,0.00071902585,0.00005921007,0.001554706],"study_design_scores_gemma":[0.0000034395032,0.000008255889,0.000097208744,0.0000011653963,0.0000010681006,0.0000017243983,0.000002604432,0.9993093,0.00040263997,0.000107053995,0.00006383598,0.0000017708979],"about_ca_topic_score_codex":0.015079858,"about_ca_topic_score_gemma":0.005909242,"teacher_disagreement_score":0.015079858,"about_ca_system_score_codex":0.0007673926,"about_ca_system_score_gemma":0.0011380326,"threshold_uncertainty_score":0.029984176},"labels":[],"label_agreement":null},{"id":"W4392189247","doi":"10.2523/iptc-23949-ms","title":"Fiber Reinforced Thermoplastic (FRTP) Sucker Rods Providing High Strength Light Weight Low Cost and Environmentally Responsible Artificial Lift Efficiencies","year":2024,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Mechanical Failure Analysis and Simulation","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":"Red Deer Polytechnic","funders":"","keywords":"Sucker rod; Materials science; Composite material; Rod; Artificial lift; Thermoplastic; Lift (data mining); Environmentally friendly; Sucker; Fiber; Computer science; Engineering; Petroleum engineering","score_opus":0.006772720765536149,"score_gpt":0.21040866682922774,"score_spread":0.2036359460636916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392189247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97285765,0.0008097387,0.016969834,0.00006214364,0.00008743739,0.000039923627,0.00030698988,0.0011343628,0.0077319103],"genre_scores_gemma":[0.98102504,0.000353061,0.0113262115,0.000029822937,0.000014696376,0.000021483935,0.00018594756,0.00009651415,0.0069471733],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998425,0.000010960461,0.0000095434325,0.000027001624,0.00007865047,0.000031286992],"domain_scores_gemma":[0.9997508,0.00001766106,0.00011064943,0.000023333281,0.00006495917,0.000032650998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010123047,0.00039701664,0.00015526504,0.00038041148,0.00015905243,0.00026486794,0.00025591833,0.0003308292,0.0035247146],"category_scores_gemma":[0.00017560905,0.00014968847,0.00025045237,0.00027506004,0.00010193012,0.00035619302,0.00022571786,0.0003022262,0.0017037019],"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":[0.00005934914,0.00003775869,0.0002541996,0.000093157345,0.00000518819,0.00015906435,0.000014720795,0.00068453717,0.9850439,0.00016586405,0.00028330853,0.0131990025],"study_design_scores_gemma":[0.000013487016,0.00057998084,0.0034567304,0.000024919284,0.00001659085,0.00037541887,0.000035878464,0.005124839,0.9812423,0.00004767538,0.009062229,0.000019960311],"about_ca_topic_score_codex":0.00042544855,"about_ca_topic_score_gemma":0.0013560576,"teacher_disagreement_score":0.0035247146,"about_ca_system_score_codex":0.0001685473,"about_ca_system_score_gemma":0.00011550778,"threshold_uncertainty_score":0.011791348},"labels":[],"label_agreement":null},{"id":"W4407607934","doi":"10.2523/iptc-24835-ea","title":"Innovative Combination of Enhanced Operative Window Provided by High Efficiency Drilling Fluid Technology and Advanced Designed Cutter Bit Set Field Record in Challenging High-Pressure Section","year":2025,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Drilling and Well Engineering","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":"Impact","funders":"","keywords":"Window (computing); Bit (key); Drilling fluid; Section (typography); Set (abstract data type); Drilling; Petroleum engineering; Computer science; Field (mathematics); Fluid pressure; High pressure; Mechanical engineering; Computational science; Engineering drawing; Engineering; Operating system; Engineering physics; Mathematics; Computer network","score_opus":0.003820842317145114,"score_gpt":0.22177677938811707,"score_spread":0.21795593707097197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407607934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97173756,0.00077443814,0.023364734,0.00009547124,0.000065824126,0.00006905122,0.00015050391,0.00027588636,0.003466684],"genre_scores_gemma":[0.9889498,0.00019525482,0.009609062,0.000022804526,0.000006937744,0.00003457194,0.000073358395,0.000021209602,0.001086972],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.999585,0.000039366452,0.000026832688,0.000057721194,0.00023176699,0.000059392554],"domain_scores_gemma":[0.9996246,0.00006902656,0.000090273155,0.000041153657,0.00013518237,0.000039721228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055498217,0.0003197116,0.0003328733,0.000559073,0.00018788269,0.00077277824,0.00045614538,0.0004815914,0.0016699457],"category_scores_gemma":[0.0006237232,0.00014380418,0.00024130111,0.00027618214,0.00030753424,0.00071408483,0.0004466371,0.00041056256,0.00035001407],"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":[0.0007508529,0.00018197017,0.004218625,0.00046652005,0.000021053711,0.0005132685,0.00013441358,0.00809036,0.9246495,0.0010684348,0.00059740536,0.059307594],"study_design_scores_gemma":[0.00006889059,0.0039151944,0.01485086,0.000059158247,0.000065608474,0.0005989707,0.00031833645,0.021494094,0.94926167,0.0005093597,0.008787736,0.00007005492],"about_ca_topic_score_codex":0.00023347641,"about_ca_topic_score_gemma":0.00069127727,"teacher_disagreement_score":0.0016699457,"about_ca_system_score_codex":0.00019569484,"about_ca_system_score_gemma":0.00025449222,"threshold_uncertainty_score":0.005586505},"labels":[],"label_agreement":null},{"id":"W4407608089","doi":"10.2523/iptc-24821-ms","title":"Enhancing Oil &amp; Gas Recovery Using a Novel Nano Particle Technology","year":2025,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":"Nano-; Particle (ecology); Petroleum engineering; Environmental science; Process engineering; Materials science; Chemical engineering; Nanotechnology; Engineering; Geology","score_opus":0.01432841564707072,"score_gpt":0.263137726762931,"score_spread":0.2488093111158603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407608089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8828835,0.0032686226,0.09167726,0.0007634829,0.00039217673,0.00024962585,0.0003280422,0.0012786201,0.019158723],"genre_scores_gemma":[0.92772007,0.0008799762,0.0617186,0.00013026113,0.00003829276,0.00009045266,0.000146964,0.00004655571,0.009228864],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99987924,0.0000069412176,0.000006436632,0.000027639988,0.00006246023,0.000017293429],"domain_scores_gemma":[0.9999305,0.00001107815,0.00001645315,0.0000075583825,0.000022769182,0.000011697478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014093267,0.00026097626,0.00016430432,0.00032868798,0.00018186061,0.00044041942,0.00031013024,0.00040393646,0.0010375062],"category_scores_gemma":[0.00010131197,0.00014599072,0.00030220256,0.00013698396,0.00023769058,0.00034373542,0.00031976833,0.00028275052,0.0006348738],"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":[0.000018603681,0.000032509324,0.000121455836,0.0000504261,0.0000030283372,0.000052375326,0.000015423097,0.00031730803,0.9910452,0.0005033801,0.00020398066,0.0076363385],"study_design_scores_gemma":[0.000009690499,0.00016039364,0.00037375488,0.0000033178628,0.000006984685,0.00008356142,0.000014359415,0.0039033275,0.9891005,0.00006600671,0.0062701562,0.000008032387],"about_ca_topic_score_codex":0.00097155623,"about_ca_topic_score_gemma":0.0018630853,"teacher_disagreement_score":0.0010375062,"about_ca_system_score_codex":0.00041582464,"about_ca_system_score_gemma":0.00021426109,"threshold_uncertainty_score":0.003470838},"labels":[],"label_agreement":null},{"id":"W4407609884","doi":"10.2523/iptc-25002-ms","title":"Producer Acid Stimulation in Unconsolidated Sandstone Reservoirs: Continuous Evolution in Overcoming Challenges and Enhancing Well Performance in an Offshore Oil Field","year":2025,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","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":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Submarine pipeline; Petroleum engineering; Geology; Field (mathematics); Oil field; Stimulation; Oil production; Petrology; Geotechnical engineering; Marine engineering; Engineering; Neuroscience; Biology","score_opus":0.013698741421687283,"score_gpt":0.27133050794596214,"score_spread":0.2576317665242749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407609884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852903,0.004560171,0.00666136,0.000266256,0.000038994312,0.00008149473,0.00009521658,0.00005355458,0.0029527782],"genre_scores_gemma":[0.9851232,0.004755404,0.008217528,0.000064623935,0.000016482441,0.000037179907,0.00009037118,0.0000151427475,0.0016801441],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996419,0.00006876382,0.00003266675,0.000051989282,0.00014672008,0.000058002322],"domain_scores_gemma":[0.9997845,0.000029968196,0.000046412508,0.000011578488,0.00009649932,0.000031046813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008491417,0.00034995234,0.00038453285,0.0005878317,0.00048244308,0.0010630738,0.000508653,0.00047189396,0.0005155123],"category_scores_gemma":[0.00040519872,0.00017470834,0.00040225277,0.0004885731,0.0004093838,0.00083243835,0.00071211037,0.00035734757,0.0001904451],"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":[0.0006223903,0.00019938279,0.016323565,0.0016600986,0.000064148146,0.0011021422,0.0003999895,0.014751959,0.87386465,0.0014237163,0.0005690774,0.089018814],"study_design_scores_gemma":[0.000065682514,0.0031239672,0.03387027,0.00021825984,0.00021014197,0.00059046043,0.0023695326,0.029489515,0.89132774,0.0012612283,0.037353512,0.00011968882],"about_ca_topic_score_codex":0.004370888,"about_ca_topic_score_gemma":0.011186267,"teacher_disagreement_score":0.004370888,"about_ca_system_score_codex":0.001142011,"about_ca_system_score_gemma":0.0009592847,"threshold_uncertainty_score":0.008690894},"labels":[],"label_agreement":null},{"id":"W4407624191","doi":"10.2523/iptc-25079-ea","title":"Unplanned Casing Shoe Setting Led to a New Well Schematic Optimized Design for Futures Wells at Quesqui Field","year":2025,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Oil and Gas Production 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":"Impact","funders":"","keywords":"Casing; Schematic; Futures contract; Field (mathematics); Computer science; Engineering; Petroleum engineering; Electrical engineering; Mathematics; Business","score_opus":0.01088447516200661,"score_gpt":0.2652165570491089,"score_spread":0.25433208188710227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407624191","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7803859,0.00024964416,0.19286153,0.00032493507,0.00015444258,0.00029262653,0.0007302305,0.002818779,0.022181852],"genre_scores_gemma":[0.9470517,0.000056644458,0.047860567,0.000026967602,0.0000045225097,0.0000651051,0.00019172719,0.00014470478,0.0045980904],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996892,0.000025047031,0.000019278103,0.000067799985,0.00012995649,0.0000687223],"domain_scores_gemma":[0.9995528,0.000036972266,0.00007243376,0.00005473472,0.0002337,0.000049417114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003531072,0.00068660703,0.000326246,0.0005912196,0.0004607609,0.0011285357,0.00066441117,0.00060988916,0.0046250927],"category_scores_gemma":[0.0005512086,0.00035463984,0.00040131115,0.00019757496,0.00029556517,0.0005253975,0.000348978,0.0004155409,0.0007499176],"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":[0.0005172412,0.00025600195,0.017520888,0.0003582572,0.000053283606,0.0016686515,0.00044795353,0.16718078,0.70470744,0.004329722,0.003605286,0.099354476],"study_design_scores_gemma":[0.00017299461,0.0034204738,0.04176583,0.00008925881,0.0002119552,0.0014014996,0.0010245864,0.40529925,0.47418255,0.001849394,0.07027946,0.0003027672],"about_ca_topic_score_codex":0.005229911,"about_ca_topic_score_gemma":0.011531873,"teacher_disagreement_score":0.005229911,"about_ca_system_score_codex":0.0007964206,"about_ca_system_score_gemma":0.0009782182,"threshold_uncertainty_score":0.015472412},"labels":[],"label_agreement":null}]}