{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":23,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":23,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"8fc6df86285b","filters":{"venue":"SPE Hydrocarbon Economics and Evaluation Symposium"}},"results":[{"id":"W2003109678","doi":"10.2118/162910-ms","title":"Practical Considerations for Decline Curve Analysis in Unconventional Reservoirs — Application of Recently Developed Time-Rate Relations","year":2012,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Shell (Canada)","funders":"","keywords":"Presumption; Econometrics; Exponential function; Applied mathematics; Mathematics; Constant (computer programming); Permeability (electromagnetism); Computer science; Mathematical analysis; Law","authors":[{"name":"V. Okouma","is_ca":true},{"name":"Dave Symmons","is_ca":false},{"name":"Nima Hosseinpour-Zonoozi","is_ca":false},{"name":"D. Ilk","is_ca":false},{"name":"T. A. Blasingame","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03255075223429119,"gpt":0.2961206630820008,"spread":0.2635699108477096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002071209,0.0001329891,0.0002994559,0.0004026837,0.00007792043,0.00003562032,0.00004241328,0.000119691,0.0001011182],"category_scores_gemma":[0.0001951804,0.0001453972,0.0001143301,0.000348152,0.00003707682,0.0003002761,0.00002590952,0.00009700221,0.00002038795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001592009,"about_ca_system_score_gemma":0.00009569699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006255818,"about_ca_topic_score_gemma":0.0005852538,"domain_scores_codex":[0.9987367,0.0001056871,0.0006283891,0.0002070373,0.0001156615,0.000206478],"domain_scores_gemma":[0.9989608,0.0004360377,0.0001585901,0.0002099179,0.0001371985,0.00009748132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001511135,0.00005752014,0.01051596,0.00001776575,0.0003961711,6.260712e-8,0.0001943893,0.9869372,0.000549742,0.0009615909,0.000219566,0.0001349701],"study_design_scores_gemma":[0.0005294562,0.00001264052,0.01105379,0.000005849201,0.0005515222,0.000001731951,0.00003540104,0.9821354,0.000861023,0.003080257,0.001578815,0.0001541087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416218,0.0002789919,0.0472525,0.00599091,0.0001871464,0.0008339931,0.00006162252,0.00005256425,0.00372044],"genre_scores_gemma":[0.9945512,0.0003043397,0.004418158,0.00003795896,0.00008056927,0.0001431211,0.0003436629,0.00001887356,0.0001020556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05292943,"threshold_uncertainty_score":0.5929127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086832563","doi":"10.2118/159683-ms","title":"Has the Economic Stage Count Been Reached in the Bakken Shale?","year":2012,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Stage (stratigraphy); Tight oil; Oil shale; Hydraulic fracturing; Directional drilling; Geology; Siltstone; Drilling; Petroleum engineering; Completion (oil and gas wells); Production (economics); Mining engineering; Hydrology (agriculture); Structural basin; Geotechnical engineering; Paleontology; Engineering; Economics","authors":[{"name":"Jason Baihly","is_ca":false},{"name":"Raphael Altman","is_ca":false},{"name":"Isaac Aviles","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02403995462221647,"gpt":0.2424631797669828,"spread":0.2184232251447663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002268283,0.0001676389,0.0001956529,0.00009331093,0.0001251717,0.0001692229,0.0002305836,0.0000886405,0.0000840996],"category_scores_gemma":[0.000009669131,0.0001147258,0.00007223176,0.00005971902,0.0000597741,0.0002207364,0.00003368419,0.0001826248,0.00007556323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002982393,"about_ca_system_score_gemma":0.00004988282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003399674,"about_ca_topic_score_gemma":0.0005130841,"domain_scores_codex":[0.9989719,0.0001068778,0.0003327738,0.0001764586,0.0001110282,0.0003009147],"domain_scores_gemma":[0.9993612,0.0001092705,0.00006734822,0.0003839222,0.00001014306,0.00006813827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006266311,0.00001575336,0.003954892,0.00001355193,0.00009325045,2.839027e-7,0.003528055,0.9905795,0.0001299492,0.0003426562,0.0004921409,0.0008436257],"study_design_scores_gemma":[0.0003639979,0.00001244023,0.009599107,0.000005897625,0.00008654442,0.000005479628,0.0005099138,0.9592243,0.0002505243,0.0003415144,0.02941586,0.000184452],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732487,0.0008495974,0.00004648066,0.003824899,0.0003236321,0.000302135,0.0000106366,0.00003135885,0.02136263],"genre_scores_gemma":[0.9979379,0.00124711,0.00001268067,0.000185725,0.0003512286,0.00006307192,0.00003166265,0.00002458169,0.0001460944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03135531,"threshold_uncertainty_score":0.4678384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023542860","doi":"10.2118/81998-ms","title":"Economics of Nigerian Marginal Oil Fields","year":2003,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Net present value; Discounted cash flow; Profitability index; Cash flow; Present value; Investment (military); Marginal cost; Economics; Marginal value; Economic risk; Economic analysis; Oil field; Value (mathematics); Internal rate of return; Finance; Actuarial science; Petroleum engineering; Engineering; Computer science; Microeconomics; Agricultural economics; Production (economics)","authors":[{"name":"Oluropo Rufus Ayodele","is_ca":true},{"name":"Samuel Frimpong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02489494901360974,"gpt":0.2230321160571487,"spread":0.1981371670435389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001176103,0.0002021672,0.0005098593,0.0003003003,0.0000902495,0.00008761835,0.0001310837,0.0001528815,0.0005100194],"category_scores_gemma":[0.0000328657,0.0002460836,0.0001794489,0.0001128713,0.00009096734,0.0002536839,0.00003495636,0.00009275301,0.0001110075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366245,"about_ca_system_score_gemma":0.00007155962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001735628,"about_ca_topic_score_gemma":0.0001384118,"domain_scores_codex":[0.9983584,0.00003459822,0.000852443,0.0004712562,0.00003186568,0.0002513928],"domain_scores_gemma":[0.998922,0.00003685464,0.0005232749,0.0003570125,0.00004027505,0.0001206086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000216297,0.00008324606,0.007194474,0.00002557541,0.0001867205,3.514934e-7,0.0006219804,0.007525475,0.00007315189,0.983052,0.000133654,0.001081772],"study_design_scores_gemma":[0.002965653,0.0002548531,0.002309256,0.00002085197,0.0001905768,0.00001716932,0.0005013519,0.417486,0.00243369,0.5066131,0.06614801,0.001059406],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8893613,0.004245903,0.00004213897,0.001062208,0.000491687,0.000114412,0.00004402726,0.00001169795,0.1046267],"genre_scores_gemma":[0.9735055,0.02427792,0.0003527644,0.0002397648,0.00008890767,0.00002377056,0.00004015408,0.00002551193,0.001445688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4764388,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039894178","doi":"10.2118/158918-ms","title":"The Bakken: Utilizing a Petroleum System Based Analysis to Optimally Exploit One of the World's Largest Oil Deposits","year":2012,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Petroleum engineering; Geology; Tight oil; Oil shale; Petroleum; Directional drilling; Context (archaeology); Oil reserves; Drilling; Reservoir modeling; Clastic rock; Petroleum reservoir; Unconventional oil; Oil in place; Reservoir engineering; Petrology; Structural basin; Paleontology; Engineering","authors":[{"name":"Lascano Alcóser","is_ca":false},{"name":"A. Ovalle","is_ca":false},{"name":"M. Parsons","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01413910995668981,"gpt":0.2224325953340411,"spread":0.2082934853773513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00145808,0.0001939927,0.000348421,0.000280739,0.0002264645,0.0001101807,0.00026182,0.0000691586,0.00001448826],"category_scores_gemma":[0.00002017224,0.0001419239,0.0002346039,0.0004900889,0.00003555965,0.0001285895,0.00006808819,0.0001284466,0.00001268719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002244151,"about_ca_system_score_gemma":0.00004323974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005778418,"about_ca_topic_score_gemma":0.0007703831,"domain_scores_codex":[0.9985656,0.0001199379,0.0004899683,0.0002166332,0.0002533867,0.0003544887],"domain_scores_gemma":[0.9989675,0.0001250445,0.0001413512,0.0005392421,0.00006197848,0.0001648614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000117167,0.00001961331,0.003858797,0.00004075386,0.0006609688,8.104487e-8,0.0001650175,0.9935034,0.000843687,0.0001262227,0.00002739239,0.0007423607],"study_design_scores_gemma":[0.000268207,0.00001196429,0.004651329,0.00003928327,0.001151067,0.0000010785,0.0001620274,0.986137,0.005980354,0.000005789664,0.001415004,0.0001768793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773435,0.001027244,0.001022433,0.001773151,0.0003955907,0.0001635923,0.000008865268,0.00006289966,0.01820272],"genre_scores_gemma":[0.999002,0.0002366104,0.0002188625,0.00006711253,0.0001398623,0.00005984874,0.00001067801,0.00003053338,0.0002344296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02165856,"threshold_uncertainty_score":0.5787487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984862921","doi":"10.2118/162923-ms","title":"Pressure Normalized Decline Curve Analysis for Rate-Controlled Wells","year":2012,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Wellhead; Drawdown (hydrology); Oil shale; Petroleum engineering; Hydrogeology; Flow (mathematics); Constant (computer programming); Geology; Volumetric flow rate; Econometrics; Mechanics; Computer science; Mathematics; Geotechnical engineering","authors":[{"name":"Samantha Anderson","is_ca":false},{"name":"Dave Anderson","is_ca":false},{"name":"Krystina Edwards","is_ca":false},{"name":"Kristina Epp","is_ca":true},{"name":"Katya Stalgorova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02240225341083696,"gpt":0.2818124521155139,"spread":0.2594101987046769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002866914,0.000201653,0.0004939816,0.0002472375,0.00006179392,0.00008632313,0.00008969123,0.0001227124,0.0001072109],"category_scores_gemma":[0.00006954528,0.0002038329,0.0001979569,0.0001683679,0.00001336693,0.0002640653,0.00002243519,0.00007408158,0.00001238592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005090647,"about_ca_system_score_gemma":0.00001809417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001080435,"about_ca_topic_score_gemma":0.000007839543,"domain_scores_codex":[0.9988256,0.000105687,0.0004746552,0.0001946914,0.00009565309,0.0003037217],"domain_scores_gemma":[0.9991539,0.0002842101,0.00008885345,0.0002467803,0.00007411955,0.0001521026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007952395,0.00001316567,0.00268505,0.00002730555,0.0007497121,2.09111e-8,0.0001388499,0.9949096,0.0007507981,0.0003147099,0.0000735671,0.0002576632],"study_design_scores_gemma":[0.004039261,0.00001904795,0.002614662,0.000003004887,0.001083964,5.386104e-7,0.00001120522,0.9754342,0.0008227169,0.0003146091,0.01542792,0.0002288146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262899,0.002473635,0.06470823,0.0003098278,0.0008375329,0.0009718609,0.00003272412,0.000133727,0.004242633],"genre_scores_gemma":[0.9939638,0.0007711732,0.004233107,0.00005189504,0.0003200796,0.0001678498,0.0001039199,0.00003819566,0.0003500253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06767392,"threshold_uncertainty_score":0.8312064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129926088","doi":"10.2118/169859-ms","title":"Integrated Economic Model for Evaluation and Optimization of Cyclic Steam Stimulation Projects","year":2014,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Penn West Exploration (Canada); University of Calgary; Cenovus Energy (Canada)","funders":"Cenovus Energy; University of Pennsylvania","keywords":"Maximization; Net present value; Present value; Production (economics); Petroleum engineering; Computer science; Steam injection; Environmental science; Mathematical optimization; Engineering; Economics; Mathematics","authors":[{"name":"C. T. Frenette","is_ca":true},{"name":"Majid Saeedi","is_ca":true},{"name":"J. L. Henke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02869898285032437,"gpt":0.2816433970882082,"spread":0.2529444142378838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001870011,0.0001655631,0.0002437508,0.0001973855,0.00004824451,0.00005170726,0.00005252168,0.0001174283,0.00001131748],"category_scores_gemma":[0.00007688908,0.0001862208,0.00003868042,0.00005279267,0.00002275513,0.000248482,0.0000132369,0.00005446494,0.000001126342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001670424,"about_ca_system_score_gemma":0.00006439621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009280846,"about_ca_topic_score_gemma":0.000009783303,"domain_scores_codex":[0.9989969,0.00007824989,0.0004376574,0.0002479883,0.0001002863,0.0001389356],"domain_scores_gemma":[0.9993905,0.0001276456,0.0001162738,0.0001779622,0.0001258155,0.0000618331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002075328,0.000005819702,0.00009239928,0.00004966311,0.00002690245,2.461635e-9,0.0002215802,0.9917615,0.0009452435,0.0004399176,0.0000120559,0.006424177],"study_design_scores_gemma":[0.001899455,0.00005665057,0.0001653024,0.00001742485,0.000097252,7.191387e-7,0.0000233167,0.9947624,0.0008946228,0.001799666,0.00009890829,0.0001843089],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6815324,0.0001245618,0.3164625,0.00004858737,0.0001792122,0.0007014411,0.00001132418,0.00004839018,0.0008914894],"genre_scores_gemma":[0.974045,0.0003793451,0.02517161,0.000008945719,0.00007103341,0.0001109023,0.0001504953,0.00003820047,0.0000244224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2925126,"threshold_uncertainty_score":0.7593864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092691260","doi":"10.2118/169843-ms","title":"Estimating Long Term Well Performance in the Montney Shale Gas Reservoir","year":2014,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Oil shale; Exponential function; Permeability (electromagnetism); Geology; Term (time); Soil science; Mathematics; Mathematical analysis; Chemistry","authors":[{"name":"Vu P. Dinh","is_ca":false},{"name":"Brad A. Gouge","is_ca":false},{"name":"Aaron J. White","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01145095637800672,"gpt":0.2268465628168133,"spread":0.2153956064388065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001549224,0.0001592975,0.0001963188,0.0001322312,0.0001038433,0.0001218099,0.0002004317,0.00007902735,0.00002499384],"category_scores_gemma":[0.00002039097,0.000132377,0.00005097209,0.0001038493,0.00003099979,0.0001900036,0.00003237763,0.0001745699,0.00003701716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008678355,"about_ca_system_score_gemma":0.00001684723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005410317,"about_ca_topic_score_gemma":0.0001915653,"domain_scores_codex":[0.9989749,0.0000798027,0.0003322346,0.0002288582,0.0001420122,0.0002422003],"domain_scores_gemma":[0.9994566,0.00007324514,0.00006147924,0.0003303376,0.00002046052,0.00005792014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003621552,0.000009341403,0.009964327,0.00004281036,0.00001989373,3.895696e-7,0.0005092956,0.9858325,0.00007106969,0.00001443399,0.00003343818,0.003498947],"study_design_scores_gemma":[0.0003662822,0.00002542061,0.02042376,0.00003343455,0.00004050176,0.000006547657,0.00003371025,0.9776214,0.0003334333,0.0002497559,0.0007021805,0.0001636132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654156,0.0001644273,0.0003673978,0.0009496377,0.0001986825,0.0001807871,8.971502e-7,0.00004143352,0.03268117],"genre_scores_gemma":[0.9987856,0.0005733442,0.0001528017,0.00008360454,0.0002315584,0.00003784442,0.00002213999,0.00002343107,0.00008967445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03337003,"threshold_uncertainty_score":0.5398178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045539237","doi":"10.2118/94630-ms","title":"Simple Thermal Efficiency Parameter as an Economic Indicator for SAGD Performance","year":2005,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Simple (philosophy); Metric (unit); Economic indicator; Thermal; Computer science; Two step; Economic efficiency; Economic analysis; Economic potential; Economic evaluation; Value (mathematics); Mathematical optimization; Econometrics; Mathematics; Applied mathematics; Thermodynamics; Engineering; Economics; Physics; Microeconomics; Macroeconomics; Operations management; Machine learning","authors":[{"name":"Hyundon Shin","is_ca":true},{"name":"M. Polikar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01778676844349677,"gpt":0.2766570983379366,"spread":0.2588703298944398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008176222,0.0001737724,0.0001908342,0.000122823,0.00008024584,0.00009439735,0.0001196688,0.0001020661,0.0001119038],"category_scores_gemma":[0.00001234765,0.0001910187,0.00005285339,0.00002953489,0.00002228544,0.0003516225,0.00001536019,0.00007717704,0.00007023505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001642398,"about_ca_system_score_gemma":0.00004774463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007219582,"about_ca_topic_score_gemma":0.000006329121,"domain_scores_codex":[0.9990645,0.00002948772,0.0003328809,0.0002601611,0.00006664141,0.0002463222],"domain_scores_gemma":[0.9994827,0.00007373553,0.0000559352,0.0002460113,0.00001800774,0.0001235976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001401296,0.000009194249,0.0003548105,0.00001528949,0.00002037793,2.224965e-8,0.0001893304,0.9883935,0.0007498163,0.0001429865,0.0000311347,0.01007946],"study_design_scores_gemma":[0.0008227871,0.0000947541,0.001471207,0.000003310958,0.0000274216,0.000002124177,0.00001429712,0.9854629,0.004225821,0.0003062543,0.00733143,0.0002377113],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933736,0.0001465063,0.00206642,0.0001164618,0.0002766176,0.0003863502,0.00001133712,0.0001028235,0.003519862],"genre_scores_gemma":[0.9959476,0.0003110311,0.003120871,0.00005665425,0.0003322118,0.00008522214,0.00004949603,0.00004476513,0.0000521258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009841747,"threshold_uncertainty_score":0.7789516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170674149","doi":"10.2118/94682-ms","title":"Identifying Technical and Economic EOR Potential Under Conditions of Limited Information and Time Constraints","year":2005,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Quest University Canada","funders":"","keywords":"Enhanced oil recovery; Portfolio; Production (economics); Ranking (information retrieval); Field (mathematics); Investment (military); Risk analysis (engineering); Computer science; Oil field; Environmental economics; Petroleum engineering; Environmental science; Engineering; Business; Economics","authors":[{"name":"Eduardo Manrique","is_ca":false},{"name":"J. Wright","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01400681758150371,"gpt":0.2621333954336839,"spread":0.2481265778521801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005031697,0.0001150365,0.0001739408,0.0001743751,0.00004669976,0.00008453246,0.00003746562,0.00009751464,0.00007372948],"category_scores_gemma":[0.00001152898,0.0001365463,0.00002591727,0.00003182388,0.00007860931,0.0004775658,0.00002526041,0.00007256894,0.00001595282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000759286,"about_ca_system_score_gemma":0.00002542484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000517997,"about_ca_topic_score_gemma":0.000004170046,"domain_scores_codex":[0.9992996,0.00002679571,0.0003843129,0.000120321,0.0000565514,0.0001124565],"domain_scores_gemma":[0.9996623,0.0000576378,0.0000722644,0.0001053886,0.00002753406,0.00007484156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005273412,0.000003438975,0.00007393018,0.00002293614,0.00003046681,3.752758e-8,0.00009170228,0.9881352,0.007412026,0.001512727,0.00002880074,0.00268348],"study_design_scores_gemma":[0.00076871,0.00001776356,0.0033146,0.00001290287,0.00004533388,0.00001727453,0.00003600129,0.993149,0.001034226,0.001139737,0.0003277102,0.0001367112],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896479,0.0001813259,0.006601106,0.000270716,0.0001131361,0.0002046318,0.00002869705,0.00005853371,0.00289401],"genre_scores_gemma":[0.9959123,0.0007789891,0.003130927,0.00002296951,0.0000555596,0.00001142529,0.00005860055,0.00001287718,0.00001633427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0063778,"threshold_uncertainty_score":0.5568199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029386217","doi":"10.2118/162916-ms","title":"Comparison of Hydraulic Fracture Fluids in Multi-stage Fracture Stimulated Horizontal Wells in the Pembina Cardium Formation","year":2012,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Petroleum engineering; Directional drilling; Hydraulic fracturing; Oil production; Completion (oil and gas wells); Structural basin; Fracture (geology); Tight oil; Oil field; Petrology; Well stimulation; Drilling; Geotechnical engineering; Reservoir engineering; Paleontology; Petroleum; Materials science","authors":[{"name":"M. Klein","is_ca":false},{"name":"Glen Kenealey","is_ca":false},{"name":"Brad Makowecki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03194269714497661,"gpt":0.2952957734130783,"spread":0.2633530762681017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00120189,0.0002302551,0.0004275616,0.0002891113,0.00005190082,0.00005181971,0.0001645543,0.0002263934,0.00003788737],"category_scores_gemma":[0.00001744952,0.000193387,0.0000968663,0.0002018887,0.00003211557,0.0004256398,0.00002468228,0.0003406256,0.00001226315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001985693,"about_ca_system_score_gemma":0.00002427892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005013443,"about_ca_topic_score_gemma":0.0002313089,"domain_scores_codex":[0.9985033,0.0001431349,0.0006350337,0.0001884166,0.0002041014,0.000325995],"domain_scores_gemma":[0.9993804,0.00008278649,0.0001370607,0.0002929895,0.00002995517,0.00007680544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001375294,0.0000852896,0.01384906,0.00004945747,0.00004110922,3.986148e-7,0.005717847,0.9789883,0.0008364169,0.000006857319,0.0001598314,0.0002516974],"study_design_scores_gemma":[0.0009840251,0.00003544043,0.03119363,0.00002444306,0.00007297227,0.000002633235,0.0008258904,0.9552628,0.005198025,0.00003396016,0.006155247,0.000210873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932444,0.001516015,0.001153289,0.0009025818,0.0002215501,0.0004435942,0.000008048445,0.00002899818,0.002481493],"genre_scores_gemma":[0.9989294,0.000572662,0.0000586823,0.0001557367,0.000093847,0.00002904287,0.0001112037,0.00002609304,0.00002336914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02372543,"threshold_uncertainty_score":0.7886092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981585262","doi":"10.2118/169821-ms","title":"Well Completions and Profitability: A Horn River Shale Case Study","year":2014,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Profitability index; Workflow; Net present value; Cash flow; Discounted cash flow; Production (economics); Computer science; Productivity; Probabilistic logic; Oil shale; Monte Carlo method; Operations research; Petroleum engineering; Engineering; Business; Finance; Economics; Statistics; Mathematics","authors":[{"name":"Catriona Ross","is_ca":false},{"name":"David M. Anderson","is_ca":false},{"name":"C. Stephens","is_ca":false},{"name":"Claudio Virués","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01499723512663248,"gpt":0.2369381013025318,"spread":0.2219408661758994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007786023,0.0001574253,0.0002348604,0.0001201691,0.0001421125,0.00008869987,0.00005441916,0.00006288369,0.00003709349],"category_scores_gemma":[0.00001201079,0.0001574253,0.00004314228,0.00006471243,0.00006041946,0.0001134554,0.00004254424,0.0001035764,0.00002323371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006567881,"about_ca_system_score_gemma":0.00001369549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003813468,"about_ca_topic_score_gemma":0.0004921641,"domain_scores_codex":[0.9990845,0.00008570545,0.0002742417,0.000296814,0.00008847208,0.0001702636],"domain_scores_gemma":[0.9994729,0.00005811934,0.00004232087,0.0002725077,0.00003598439,0.0001182133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001133967,0.0001456233,0.02299456,0.00007890813,0.0003233146,0.00001514011,0.00426646,0.9658598,0.0002412291,0.0001050139,0.0001394331,0.005819181],"study_design_scores_gemma":[0.0006586502,0.000076688,0.002730404,0.000005079338,0.0001794441,0.00009813466,0.0005830486,0.9929234,0.00006701059,0.0004714485,0.002013969,0.0001927441],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914371,0.0001244802,0.0003176155,0.0004425048,0.0001380234,0.0003921211,0.000004496606,0.00006823164,0.007075464],"genre_scores_gemma":[0.9994139,0.0001962286,0.0000814579,0.00003466858,0.0001064691,0.00004714037,0.00001161251,0.00002251299,0.00008597744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02706358,"threshold_uncertainty_score":0.6419616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065646297","doi":"10.2118/68588-ms","title":"A Comparative Analysis of 12 Economic Software Programs","year":2001,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Quest University Canada","funders":"","keywords":"Statement (logic); Standardization; Discounting; Computer science; Interpretation (philosophy); Software; Simple (philosophy); Upstream (networking); Economic analysis; Management science; Problem statement; Operations research; Economics; Programming language; Mathematics; Political science; Telecommunications; Finance; Epistemology; Classical economics; Law","authors":[{"name":"John D. Wright","is_ca":true},{"name":"Robert S. Thompson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03647442859137504,"gpt":0.2938438887821156,"spread":0.2573694601907405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000551053,0.0001480057,0.0004280049,0.0003074498,0.0000294802,0.00004591965,0.00008006488,0.00007375895,0.00008387417],"category_scores_gemma":[0.000006294634,0.0001658378,0.0001050378,0.0001689763,0.00002875933,0.000135749,0.00001639907,0.00006161296,0.00001089308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001178332,"about_ca_system_score_gemma":0.00002570887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000267404,"about_ca_topic_score_gemma":0.00008842317,"domain_scores_codex":[0.999144,0.00004129924,0.0003855116,0.0001969565,0.00007637668,0.0001559167],"domain_scores_gemma":[0.9995223,0.00006801824,0.00007725183,0.0002183909,0.00003539827,0.00007860643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009169905,0.000009089852,0.006343281,0.00000984446,0.0004677409,1.156151e-7,0.0003525262,0.9901797,0.0001382019,0.0001754476,0.00001175672,0.00230316],"study_design_scores_gemma":[0.000417249,0.00003087482,0.005380243,0.000005569997,0.0003707378,0.0000013466,0.00004610991,0.990818,0.0002908436,0.0002724746,0.002200992,0.0001655484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852991,0.0002730168,0.005979015,0.00004163953,0.0001987966,0.000223431,0.00000996928,0.00008268942,0.007892368],"genre_scores_gemma":[0.995892,0.0007656207,0.003088464,0.000006472527,0.00005116107,0.00003046309,0.00008329267,0.00001552044,0.00006700632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01059293,"threshold_uncertainty_score":0.6762671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026635363","doi":"10.2118/82037-ms","title":"Competitive Impact of New Canadian Reserve Guidelines","year":2003,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Revenue; Issuer; Commission; Reserve requirement; Business; Finance; Valuation (finance); Stock (firearms); Accounting; Economics; Central bank; Monetary economics","authors":[{"name":"John Etherington","is_ca":false},{"name":"Phillip Chan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04820920956352932,"gpt":0.3191507201963749,"spread":0.2709415106328456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007937003,0.0001374794,0.0002029986,0.0001867441,0.00002940684,0.00003508467,0.00006556757,0.00007995493,0.0001324321],"category_scores_gemma":[0.00009134779,0.0001443031,0.00007231528,0.0001001448,0.00001453939,0.0001083489,0.000006241953,0.00006693709,0.000009785826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002183218,"about_ca_system_score_gemma":0.0002829436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007292867,"about_ca_topic_score_gemma":0.003595531,"domain_scores_codex":[0.9991946,0.00004880057,0.0003472095,0.0001443762,0.00007823381,0.0001868333],"domain_scores_gemma":[0.9993811,0.00004549843,0.00004453088,0.0001914265,0.0001110649,0.0002263364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002744554,0.000001830025,0.001109183,0.000007334855,0.00004762556,1.441763e-7,0.0001216636,0.9945758,0.0003595231,0.00291775,0.0004199329,0.0004364677],"study_design_scores_gemma":[0.0005612549,0.00003507887,0.002014591,0.00001320963,0.00002226142,0.000003339715,0.00003143177,0.9848014,0.0009705098,0.001623448,0.009766054,0.0001574367],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388339,0.0006878623,0.0008028607,0.0001732784,0.0002961324,0.0001908204,0.00001565131,0.00003388541,0.05896561],"genre_scores_gemma":[0.9947679,0.0007026529,0.004198834,0.0000153149,0.00007432963,0.000005447799,0.00002014862,0.00002647863,0.0001888759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05877674,"threshold_uncertainty_score":0.9993176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093137920","doi":"10.2118/169861-ms","title":"Disclosures of Resources Other Than Reserves Under Canadian Guidelines","year":2014,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Mining and Resource Management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"John Etherington","is_ca":false},{"name":"J. L. Chipperfield","is_ca":false},{"name":"D. C. Elliott","is_ca":false},{"name":"Phillip Chan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02615984663070637,"gpt":0.2436514210388243,"spread":0.2174915744081179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008473722,0.0001210231,0.0001630102,0.0001734808,0.0000520315,0.00004762757,0.0001043725,0.00006327133,0.00003420504],"category_scores_gemma":[0.0000175677,0.0001143541,0.00003887267,0.00004844245,0.00003844374,0.0000436124,0.00002343232,0.00004502947,0.000008520007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005406941,"about_ca_system_score_gemma":0.00002196601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006709549,"about_ca_topic_score_gemma":0.01807409,"domain_scores_codex":[0.9992177,0.00004328783,0.0003056574,0.0001660956,0.00009416424,0.0001730342],"domain_scores_gemma":[0.9995492,0.00002721426,0.00005798558,0.000223049,0.00003967898,0.000102945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006864297,0.000007096404,0.005270364,0.00004717492,0.000107099,1.001891e-7,0.001062316,0.9838113,0.0006200441,0.004038505,0.001231321,0.00379778],"study_design_scores_gemma":[0.0003310613,0.00003581593,0.005649254,0.00003400194,0.00004837006,9.039434e-7,0.0003242324,0.9119423,0.0005042857,0.001230603,0.07971512,0.0001840569],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031708,0.000367204,0.0000691342,0.001538898,0.0001835168,0.0001232265,0.000007001424,0.00003017666,0.09451009],"genre_scores_gemma":[0.9988428,0.0003015355,0.0001356794,0.0001068588,0.0001713645,0.00001081817,0.00000912388,0.00002809374,0.0003937678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09567201,"threshold_uncertainty_score":0.9999049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087376792","doi":"10.2118/159424-ms","title":"Reserve Growth an Examination of Infill Drilling and EOR/IOR in Canada","year":2012,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Infill; Drilling; Petroleum engineering; Production (economics); Enhanced oil recovery; Fossil fuel; Oil production; Structural basin; Geology; Drilling fluid; Environmental science; Engineering; Civil engineering; Paleontology; Waste management; Economics","authors":[{"name":"Richard Baker","is_ca":false},{"name":"Rous Dieva","is_ca":false},{"name":"Kerry Sandhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02088422331896727,"gpt":0.2440417372557649,"spread":0.2231575139367976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257405,0.0001061369,0.0001679866,0.0001381203,0.00001964037,0.00001985445,0.00004596963,0.0000556253,0.00001087229],"category_scores_gemma":[0.00003350388,0.0001228289,0.00001177149,0.00008143415,0.00001130246,0.0003366489,0.00001531095,0.00007031213,4.547399e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209383,"about_ca_system_score_gemma":0.0000608414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02949751,"about_ca_topic_score_gemma":0.04795012,"domain_scores_codex":[0.9992348,0.00007621055,0.0003054897,0.0001204504,0.00009673923,0.0001662876],"domain_scores_gemma":[0.9996106,0.00008112179,0.00004912139,0.0001214735,0.0000404475,0.00009726026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003702578,0.000005295206,0.02880485,0.00004136449,0.00001007044,7.547523e-8,0.0005054028,0.967321,0.001107346,0.0003571994,0.000002805072,0.001840917],"study_design_scores_gemma":[0.0003869009,0.00001354135,0.09338864,0.00001163911,0.00001042786,0.00000137627,0.0001055642,0.9035702,0.002120664,0.0001700402,0.0001011656,0.0001198498],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965377,0.0004611157,0.000413124,0.00004223497,0.0002306301,0.0001442603,0.00000486215,0.00001562343,0.002150378],"genre_scores_gemma":[0.9981574,0.0006202193,0.001090397,0.00000878845,0.00006606616,0.00001139128,0.00001851439,0.00001919466,0.000008041213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06458379,"threshold_uncertainty_score":0.9769651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171602642","doi":"10.2118/94517-ms","title":"Certifying Reserves Certifiers: The Time Has Come","year":2005,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Certification; Business; Value (mathematics); Government (linguistics); Commission; Audit; Finance; Quarter (Canadian coin); Accounting; Variety (cybernetics); Operations management; Marketing; Economics; Management; Computer science","authors":[{"name":"D. Ronald Harrell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04613551594188725,"gpt":0.2719532089697212,"spread":0.225817693027834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001189033,0.0001644608,0.0001758933,0.00009640036,0.0001461612,0.0002281523,0.0001532618,0.00008747716,0.0001472485],"category_scores_gemma":[0.00003034264,0.0001445248,0.00005697975,0.00009134695,0.00004504154,0.0002568937,0.00003454219,0.0001366934,0.0001271739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241092,"about_ca_system_score_gemma":0.00002502794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001018771,"about_ca_topic_score_gemma":0.00001153541,"domain_scores_codex":[0.9990371,0.00007729649,0.0003356191,0.0001995033,0.0001273248,0.0002230811],"domain_scores_gemma":[0.9993837,0.0001327085,0.00004423754,0.0003162806,0.00003759331,0.00008550334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005483652,0.000004327207,0.00008734421,0.00001042738,0.00003860876,8.964996e-8,0.0003356698,0.9931538,0.001723721,0.0001590081,0.0004420065,0.004039584],"study_design_scores_gemma":[0.000392432,0.00001269882,0.0005418771,0.000009217506,0.00003313299,0.000003564836,0.00002261107,0.9472134,0.001478969,0.0004537748,0.04966571,0.0001726283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735031,0.001477835,0.001115385,0.005536446,0.0003277079,0.0002877885,0.000004580086,0.0001710064,0.01757611],"genre_scores_gemma":[0.996869,0.0006669041,0.001570729,0.0000723033,0.0003218664,0.00003192472,0.00001747652,0.00004012762,0.0004096635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0492237,"threshold_uncertainty_score":0.5893549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016407662","doi":"10.2118/162900-ms","title":"The Economics of Gas in North America: Portfolio vs. Performance under Cyclical Prices","year":2012,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Portfolio; Capital expenditure; Economics; Natural gas; Monetary economics; Business; Financial economics; Finance; Engineering","authors":[{"name":"Paul Ziff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01636363755877977,"gpt":0.2577794930769229,"spread":0.2414158555181431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001193191,0.0001495486,0.0002460863,0.000102819,0.0001249739,0.00005150256,0.0001863984,0.00009207923,0.0000401497],"category_scores_gemma":[0.00004054186,0.0001276373,0.00005936175,0.0001559185,0.00019724,0.0003123724,0.0001018837,0.00013507,0.00001683696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002757582,"about_ca_system_score_gemma":0.0001639364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007884857,"about_ca_topic_score_gemma":0.001851753,"domain_scores_codex":[0.9985948,0.0001055938,0.0004947826,0.000243448,0.0001187468,0.000442665],"domain_scores_gemma":[0.9991643,0.0001315465,0.0001764474,0.0003225583,0.00007530487,0.0001297873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003339957,0.0001921368,0.1623963,0.0000401763,0.00009466277,2.489248e-7,0.0008947799,0.699385,0.00006097222,0.07689638,0.00002632366,0.05967903],"study_design_scores_gemma":[0.001384883,0.000256619,0.1911577,0.000009356099,0.00005547145,0.00000920477,0.001108719,0.7508016,0.0006072407,0.01401577,0.04017144,0.0004219744],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701478,0.000329508,0.00000324331,0.001421439,0.0001768018,0.0002197701,0.000002973431,0.000009100126,0.02768929],"genre_scores_gemma":[0.9928228,0.00669792,0.00002911725,0.0001302243,0.0001096839,0.00004484719,0.00002524662,0.00001511973,0.0001250529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06288062,"threshold_uncertainty_score":0.5204899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089841694","doi":"10.2118/162938-ms","title":"Gas Transmission Market: New Trends around the World","year":2012,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Global Energy Security and Policy","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Latin Americans; Natural gas; Investment (military); Economy; Capital (architecture); Business; Economics; Geography; Political science; Engineering; Politics","authors":[{"name":"Gina Vega Riveros","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02209681479521351,"gpt":0.2646138452051429,"spread":0.2425170304099294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008976298,0.0002104225,0.0001964925,0.0001527659,0.00017731,0.0001119489,0.0001587739,0.000105541,0.001135977],"category_scores_gemma":[0.000007960039,0.0001714299,0.0001020535,0.0001919131,0.00005700591,0.0003102961,0.00003764438,0.0001260807,0.00007219148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119272,"about_ca_system_score_gemma":0.00007859234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001970398,"about_ca_topic_score_gemma":0.002171487,"domain_scores_codex":[0.9987332,0.0001450832,0.00032455,0.0002448797,0.0001511191,0.0004011871],"domain_scores_gemma":[0.9991971,0.00007336101,0.0001225384,0.000302755,0.00002171796,0.0002825437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001391709,0.00009545772,0.000414539,0.00001076741,0.0001322628,3.103601e-7,0.002090484,0.02972819,0.0005442292,0.706739,0.01145313,0.2486524],"study_design_scores_gemma":[0.0007226457,0.00002880728,0.001145297,0.000009109013,0.0001051073,0.00001151523,0.00005047184,0.08474679,0.0005361018,0.01241272,0.9000079,0.0002235171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1967079,0.001366463,0.00001093232,0.01458786,0.0006314933,0.0001181489,0.00000458412,0.00003953579,0.7865331],"genre_scores_gemma":[0.9807449,0.001422814,0.00008935606,0.001163141,0.001390513,0.00001768036,0.00004100821,0.00002874501,0.01510184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8885548,"threshold_uncertainty_score":0.9997771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089523015","doi":"10.2118/82027-ms","title":"Gas Exploration and Development Strategies in the Western Canada Sedimentary Basin","year":2003,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Structural basin; Productivity; Natural gas; Sedimentary basin; Constant (computer programming); Sedimentary rock; Environmental science; Geology; Computer science; Engineering; Geochemistry; Geomorphology; Economics; Waste management","authors":[{"name":"D. W. Flint","is_ca":false},{"name":"Robert K. Dixon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02531767884810224,"gpt":0.2571586372209585,"spread":0.2318409583728563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001303905,0.0001147439,0.0001203922,0.00005374426,0.0001174233,0.0001287426,0.00007076833,0.00004863922,0.00002204195],"category_scores_gemma":[0.00001960958,0.00009971252,0.00001015108,0.00006533907,0.00004010511,0.0002698841,0.00002254374,0.00008032158,0.000002090657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003250266,"about_ca_system_score_gemma":0.0009853435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1813529,"about_ca_topic_score_gemma":0.610734,"domain_scores_codex":[0.9988634,0.0002735393,0.0002530216,0.0002359452,0.000168729,0.0002053487],"domain_scores_gemma":[0.9996508,0.0000603496,0.00004565398,0.0001438162,0.00004421793,0.00005518871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001973179,0.0002270637,0.03243938,0.0001221793,0.0001539218,0.0000192443,0.01536875,0.6832212,0.0002312796,0.2092464,0.0004507647,0.05832255],"study_design_scores_gemma":[0.00534206,0.0002909619,0.02519283,0.00004461555,0.00007768347,0.00006544897,0.05070867,0.173702,0.003740632,0.200205,0.5393967,0.00123336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754003,0.000158621,0.00001480223,0.006089783,0.00009340348,0.0002470241,0.000001216216,0.000005251141,0.01798955],"genre_scores_gemma":[0.998732,0.0003902083,0.00005508892,0.0006220022,0.00002324449,0.00006154683,0.00003317229,0.000007379425,0.00007541476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5389459,"threshold_uncertainty_score":0.8240986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091178360","doi":"10.2118/169855-ms","title":"A Management Decision Tool for Ranking Oil Sands Resource Development Opportunities","year":2014,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Petroleum engineering; Steam-assisted gravity drainage; Ranking (information retrieval); Oil sands; Steam injection; Computer science; Environmental science; Engineering; Asphalt; Machine learning","authors":[{"name":"M.. Dlugan","is_ca":true},{"name":"A.. Pompa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03151399321933284,"gpt":0.2602958298641979,"spread":0.2287818366448651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001818912,0.0001612561,0.0001875374,0.0001645552,0.00009945367,0.0001060092,0.0000874541,0.00007044009,0.00001782573],"category_scores_gemma":[0.00002082003,0.0001777669,0.00004483014,0.00004332474,0.00001149388,0.0001054282,0.00002996017,0.00004985707,0.000005626085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001084995,"about_ca_system_score_gemma":0.00001679683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.196649e-7,"about_ca_topic_score_gemma":0.000001460343,"domain_scores_codex":[0.9990565,0.00003410077,0.0003749487,0.0002138062,0.0001261016,0.0001946079],"domain_scores_gemma":[0.9994972,0.0001567948,0.00004420081,0.0001988842,0.00003465444,0.00006825419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001617937,0.000003650305,0.00003099262,0.00006038422,0.00003581838,1.065894e-7,0.000174254,0.8157234,0.00005900529,0.001049784,0.00009542555,0.182751],"study_design_scores_gemma":[0.001017142,0.00001540189,0.00020722,0.00003545772,0.00002963922,0.000001258372,0.00003681289,0.8369071,0.0004060605,0.0009025548,0.1602471,0.0001941896],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8417656,0.000211095,0.131137,0.0001432612,0.000375448,0.0002231581,0.00000261988,0.0001217698,0.02602005],"genre_scores_gemma":[0.9430063,0.0009165051,0.05485786,0.00006529257,0.0001669894,0.0001611666,0.00006107818,0.00005338118,0.0007114043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1825568,"threshold_uncertainty_score":0.7249125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996669241","doi":"10.2118/159732-ms","title":"Efficiency of Capital Expenditure of Petroleum Producers: How Investing in Exploration and Development Would Affect Reserves and Production","year":2012,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Capital expenditure; Production (economics); Investment (military); Natural resource economics; Business; Petroleum; Affect (linguistics); Operating expense; Capital investment; Capital (architecture); Fossil fuel; Economics; Industrial organization; Finance; Microeconomics; Engineering","authors":[{"name":"Lev Virine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04199782616729952,"gpt":0.2673727936290977,"spread":0.2253749674617981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001374573,0.0001157656,0.0001845064,0.0001982176,0.00002636771,0.00002479773,0.00003068473,0.00008893773,0.00000153019],"category_scores_gemma":[0.00008430742,0.0001223468,0.00001128727,0.00006765743,0.00003070938,0.000471455,0.00002220716,0.00009680127,2.08703e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005379553,"about_ca_system_score_gemma":0.00002295683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008555346,"about_ca_topic_score_gemma":0.00001396479,"domain_scores_codex":[0.9992713,0.00005967862,0.0002722396,0.0001656495,0.00009593058,0.0001351616],"domain_scores_gemma":[0.9996793,0.00004109918,0.00008616033,0.0001102888,0.00002996159,0.00005316443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001124159,0.00001867728,0.02173629,0.00022922,0.00001816312,3.783881e-8,0.005348713,0.9457441,0.02445823,0.00006952378,0.000004642479,0.002361164],"study_design_scores_gemma":[0.0005710372,0.00004884244,0.02956838,0.00006608004,0.00001746026,0.00000358481,0.0007563626,0.8921483,0.07641641,0.0001253965,0.00009231275,0.0001858218],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970246,0.00138089,0.00071019,0.0002182756,0.0002191583,0.0002649583,0.000001039876,0.00001895822,0.0001619508],"genre_scores_gemma":[0.9963976,0.0005080115,0.002955627,0.000001130607,0.00007233508,0.00002682439,0.00001135357,0.00001517156,0.00001196688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05359578,"threshold_uncertainty_score":0.4989157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981221109","doi":"10.2118/94669-ms","title":"New Life to an Old Field","year":2005,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Quest University Canada","funders":"","keywords":"Petroleum engineering; Workover; Workflow; Environmental geology; Computer science; Flood myth; Geobiology; Field (mathematics); Production (economics); Well stimulation; Geology; Operator (biology); Reservoir modeling; Reservoir engineering; Regional geology; Metamorphic petrology; Hydrogeology; Petroleum; Geotechnical engineering; Mathematics; Paleontology; Geography; Archaeology","authors":[{"name":"J. S. Swanson","is_ca":true},{"name":"Donald C. Swanson","is_ca":true},{"name":"M. J. Jarvis","is_ca":false},{"name":"R. Hall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02090841607421203,"gpt":0.2761764184014966,"spread":0.2552680023272846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004703307,0.0001309111,0.0001474413,0.0001165964,0.00003298953,0.00008844449,0.00008892389,0.00008179676,0.000216451],"category_scores_gemma":[0.00003038018,0.0001516773,0.00003014836,0.00006848815,0.000003279034,0.0002221158,0.00001698161,0.00007625149,0.00007681057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006936138,"about_ca_system_score_gemma":0.0000348076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002670212,"about_ca_topic_score_gemma":0.00003067233,"domain_scores_codex":[0.9992832,0.00002441277,0.0002455378,0.0001943049,0.00008441745,0.0001681245],"domain_scores_gemma":[0.9993619,0.00004544497,0.00002030435,0.0002345771,0.0000226269,0.0003151756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006242146,0.000003498036,0.00008885811,0.000004656386,0.00001338769,5.096298e-8,0.0002554119,0.9794022,0.0009181008,0.0004056486,0.0007660728,0.01813581],"study_design_scores_gemma":[0.0004173756,0.00004838261,0.0003608776,0.000004752217,0.00001520794,0.000001224715,0.00001368449,0.9634941,0.002562264,0.0003226933,0.03257774,0.0001816483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597564,0.0002008258,0.02502324,0.002217732,0.000413378,0.0002101514,0.0000019491,0.0001479793,0.01202829],"genre_scores_gemma":[0.9762464,0.0002771122,0.02174502,0.0005104587,0.0006500471,0.00001535516,0.0000105866,0.00003414759,0.0005109224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03181167,"threshold_uncertainty_score":0.6185219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968402555","doi":"10.2118/162935-ms","title":"Improving the Annual Reserves/Audit Process Through the Use of Citrix and Web-Based Applications","year":2012,"lang":"en","type":"article","venue":"SPE Hydrocarbon Economics and Evaluation Symposium","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Natural Resources","funders":"","keywords":"Workflow; Business process; Process (computing); Internal audit; Transparency (behavior); Process management; Audit; Business; Work (physics); Computer science; Engineering; Computer security; Work in process; Accounting; Database; Marketing","authors":[{"name":"C. Six","is_ca":false},{"name":"Arthur Faucher","is_ca":true},{"name":"Harry Helwerda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03861424684057681,"gpt":0.2839165661601198,"spread":0.245302319319543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009945359,0.0001294547,0.0001425697,0.00005115149,0.0001113012,0.00007691859,0.0001123967,0.000068781,0.000008974603],"category_scores_gemma":[0.00004873245,0.00009450936,0.00003493238,0.0001224453,0.00006408618,0.0003944194,0.00002778146,0.0001134618,0.000002116495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003702929,"about_ca_system_score_gemma":0.00004052881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002372409,"about_ca_topic_score_gemma":0.000007386937,"domain_scores_codex":[0.9991981,0.00007567958,0.0002917637,0.0001392572,0.0001137087,0.0001814689],"domain_scores_gemma":[0.9991785,0.0002952973,0.00009089427,0.0003033048,0.00007816975,0.00005388291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005754956,0.000007735013,0.0007860867,0.00004758168,0.00002233119,9.687256e-9,0.0005145092,0.9958149,0.0007354119,0.0005515827,0.00005073324,0.001463356],"study_design_scores_gemma":[0.0003860999,0.00001266163,0.001146232,0.000007431856,0.00005071463,0.000001565376,0.000124895,0.9852348,0.0009593907,0.0002641883,0.01169797,0.0001140342],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974754,0.001238595,0.02170033,0.0005554098,0.0001789587,0.0006403991,0.00002889665,0.00005897578,0.000844477],"genre_scores_gemma":[0.9968385,0.0003659839,0.0023543,0.00004378744,0.0001577418,0.0001479716,0.00001354009,0.00002634362,0.00005183637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02208454,"threshold_uncertainty_score":0.385398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}