{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"35612b0fc9e8","filters":{"venue":"SPE Oil and Gas India Conference and Exhibition"}},"results":[{"id":"W2013296597","doi":"10.2118/128045-ms","title":"Steam-Solvent Coupling at the Chamber Edge in an In Situ Bitumen Recovery Process","year":2010,"lang":"en","type":"article","venue":"SPE Oil and Gas India Conference and Exhibition","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Steam-assisted gravity drainage; Steam injection; Asphalt; Solvent; Viscosity; Enhanced oil recovery; Petroleum engineering; Oil sands; Thermal; Environmental science; Materials science; Chemistry; Chemical engineering; Geology; Thermodynamics; Composite material; Organic chemistry; Engineering; Physics","authors":[{"name":"Jyotsna Sharma","is_ca":true},{"name":"Ian D. Gates","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01054409732451712,"gpt":0.228160375857855,"spread":0.2176162785333379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001736678,0.0002110232,0.0003424513,0.0001443339,0.0004239405,0.0003566657,0.0003412511,0.0003212034,0.001691496],"category_scores_gemma":[0.0002005308,0.0001459885,0.0001972161,0.0001470071,0.0003208658,0.0003486431,0.0003278564,0.0004295928,0.0002777485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005383334,"about_ca_system_score_gemma":0.0003039704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004801908,"about_ca_topic_score_gemma":0.007286824,"domain_scores_codex":[0.9999086,0.000006781386,0.000003210539,0.00001854553,0.00003980897,0.00002301103],"domain_scores_gemma":[0.9999021,0.00003983849,0.00002039042,0.000008005094,0.00001684898,0.00001287243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001199693,0.00006690333,0.0006801393,0.0001210326,0.000006116133,0.0002942484,0.0001219675,0.005875289,0.9883469,0.0007311346,0.00008072784,0.003555648],"study_design_scores_gemma":[0.00001277053,0.000219988,0.001246655,0.00000542134,0.000009304201,0.00005119786,0.00008147246,0.04097672,0.9561346,0.0001143701,0.001134395,0.00001302649],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936053,0.0001985262,0.004571533,0.00008608831,0.00001453742,0.0000213597,0.00006237646,0.00006572986,0.00137457],"genre_scores_gemma":[0.9957552,0.0001184264,0.002738766,0.00001485,0.000002752408,0.000005971038,0.00002874902,0.000008992924,0.001326237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004801908,"threshold_uncertainty_score":0.009547889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004347771","doi":"10.2118/155202-ms","title":"Combination of Dual String Single Trip Multi-Zone Completion Systems and High Rate Formation Pack as a Proven Completion Methodology for an Unconsolidated Reservoir: Case Study Tunu Field","year":2012,"lang":"en","type":"article","venue":"SPE Oil and Gas India Conference and Exhibition","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Completion (oil and gas wells); Geology; Oil shale; Petroleum engineering; Permeability (electromagnetism); Mining engineering; Natural gas field; Geotechnical engineering; Petrology; Engineering; Natural gas","authors":[{"name":"Duncan Laidlaw","is_ca":false},{"name":"D.. Agee","is_ca":true},{"name":"Mutiara Madyanova","is_ca":false},{"name":"H. Hustache","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1042820578351752,"gpt":0.3101216793475289,"spread":0.2058396215123537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001600261,0.0005630828,0.0005918547,0.0008469735,0.0006851579,0.0009302789,0.001301975,0.0008248232,0.003334171],"category_scores_gemma":[0.001453751,0.0003070728,0.0006234177,0.000517218,0.000452828,0.0006817504,0.000880035,0.0005944544,0.0006269209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008195291,"about_ca_system_score_gemma":0.001320855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007533549,"about_ca_topic_score_gemma":0.007767626,"domain_scores_codex":[0.9991683,0.0002595488,0.00005929107,0.0001372852,0.0002422822,0.0001333178],"domain_scores_gemma":[0.9987009,0.000376559,0.0001528692,0.0002059406,0.0003625527,0.0002012742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"case_report","study_design_scores_codex":[0.001826132,0.001938693,0.01402196,0.000923215,0.00009849472,0.004121972,0.001122258,0.5953504,0.06799998,0.003648829,0.001896625,0.3070514],"study_design_scores_gemma":[0.0001349997,0.002987037,0.005115546,0.00004213298,0.00007305235,0.0005956565,0.0006831037,0.9515013,0.03254457,0.001096792,0.005166738,0.00005914882],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6455725,0.0002928911,0.3435512,0.0001828118,0.00004770068,0.001099721,0.0001575233,0.001644748,0.007450901],"genre_scores_gemma":[0.881258,0.00008284069,0.1150279,0.00001301253,0.000006475775,0.0001449942,0.00007637867,0.0000570589,0.003333301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007533549,"threshold_uncertainty_score":0.01497942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001432937","doi":"10.2118/126234-ms","title":"Feasibility of Air Injection in a Light Oil Field of Western India","year":2010,"lang":"en","type":"article","venue":"SPE Oil and Gas India Conference and Exhibition","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Oil and Natural Gas Corporation; University of Calgary","keywords":"Secondary air injection; Petroleum engineering; Enhanced oil recovery; Flue gas; Water injection (oil production); Natural gas; Hydrocarbon; Environmental science; Steam injection; Combustion; Materials science; Waste management; Chemistry; Engineering; Organic chemistry","authors":[{"name":"Sujit Mitra","is_ca":false},{"name":"B. V. Bhushan","is_ca":false},{"name":"P. V. Sunder Raju","is_ca":false},{"name":"Subir Kumar","is_ca":false},{"name":"Sidhartha Sur","is_ca":false},{"name":"S. A. Mehta","is_ca":true},{"name":"R.G. Moore","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009512999242820409,"gpt":0.2409419876862878,"spread":0.2314289884434674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001782886,0.000197344,0.0001491037,0.0004159932,0.0006312501,0.0004264096,0.0003646749,0.0002472037,0.00126877],"category_scores_gemma":[0.0002061943,0.0001045201,0.0001776352,0.0003261872,0.0003595652,0.0002834693,0.0003135611,0.0002650859,0.0004350896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005303126,"about_ca_system_score_gemma":0.0006957537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03597711,"about_ca_topic_score_gemma":0.05421573,"domain_scores_codex":[0.9998473,0.00001698725,0.000005915799,0.00003592292,0.000044312,0.00004951396],"domain_scores_gemma":[0.9998161,0.00003878332,0.00001960703,0.00001532823,0.00008533939,0.0000247451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003233524,0.0007998365,0.1131594,0.0002531515,0.00003278235,0.002149618,0.001650011,0.006222711,0.817861,0.0009828778,0.0007300465,0.05292515],"study_design_scores_gemma":[0.0001201554,0.003646446,0.1808585,0.00003529097,0.00007689944,0.0005067127,0.004507271,0.01827114,0.7858056,0.0003430598,0.005765984,0.00006296889],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977201,0.00001609883,0.0005248229,0.00002122907,0.000003660421,0.00002103099,0.0001465327,0.00004375729,0.001502685],"genre_scores_gemma":[0.9979066,0.00002220489,0.0008113761,0.00001047337,0.000001217725,0.00001011982,0.0001308612,0.000006035106,0.00110114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03597711,"threshold_uncertainty_score":0.07153541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990731291","doi":"10.2118/127334-ms","title":"Practical Application of Flow Assurance and Production Chemistry Test Results","year":2010,"lang":"en","type":"article","venue":"SPE Oil and Gas India Conference and Exhibition","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Flow assurance; Quality assurance; Wax; Submarine pipeline; Production (economics); Process engineering; Environmental science; Petroleum engineering; Computer science; Manufacturing engineering; Chemical engineering; Engineering; Materials science; Chemistry; Operations management; Geotechnical engineering; Composite material","authors":[{"name":"C.A. Robertson","is_ca":false},{"name":"Duong T. Liem","is_ca":false},{"name":"Probjot Singh","is_ca":true},{"name":"William H. Thomason","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01040727544438672,"gpt":0.2473996050896253,"spread":0.2369923296452386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004543749,0.0008373767,0.0003614446,0.003339039,0.0008070844,0.001525247,0.001579253,0.0009145758,0.006815216],"category_scores_gemma":[0.0143305,0.0003329263,0.0002700419,0.0007539328,0.00079372,0.001406974,0.001075893,0.0005421728,0.001677115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009332636,"about_ca_system_score_gemma":0.001097253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002828531,"about_ca_topic_score_gemma":0.002072379,"domain_scores_codex":[0.9927862,0.001965596,0.000297882,0.0006330873,0.00395371,0.0003635199],"domain_scores_gemma":[0.989106,0.0037733,0.0006538323,0.0009162388,0.005179587,0.0003710597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002199887,0.000856423,0.07596548,0.0005754371,0.00006362584,0.001217094,0.0009921809,0.01849652,0.3688319,0.004584992,0.005247798,0.5209687],"study_design_scores_gemma":[0.0002190954,0.00376326,0.03108793,0.0001974114,0.0001099311,0.001669853,0.001016326,0.1069506,0.8124644,0.004913363,0.03737503,0.0002327593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4525801,0.000757781,0.4873479,0.001071353,0.0005847937,0.001299359,0.001310691,0.009064198,0.04598384],"genre_scores_gemma":[0.9204828,0.0001576501,0.07395834,0.000147809,0.00005725237,0.0001389154,0.0003684844,0.0002262458,0.00446253],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006815216,"threshold_uncertainty_score":0.02402997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079898030","doi":"10.2118/129165-ms","title":"Managing Oil Spill Risks of Transnational Onshore Pipelines","year":2010,"lang":"en","type":"article","venue":"SPE Oil and Gas India Conference and Exhibition","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Response Biomedical (Canada)","funders":"","keywords":"Pipeline transport; Oil spill; Petroleum industry; Software deployment; Task (project management); Petroleum engineering; Petroleum; Business; Boundary (topology); Submarine pipeline; Environmental science; Environmental planning; Environmental resource management; Computer science; Engineering; Environmental engineering; Geology; Oceanography; Systems engineering","authors":[{"name":"Joselito Guevarra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0201533944484817,"gpt":0.2494595165899561,"spread":0.2293061221414744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003068028,0.0006018804,0.000292941,0.0007532007,0.001819004,0.002904262,0.000752873,0.001044576,0.003054651],"category_scores_gemma":[0.004047797,0.0002410224,0.0002901813,0.0007449463,0.0009363287,0.003063449,0.003106816,0.000861886,0.0003321182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504721,"about_ca_system_score_gemma":0.00375337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008692512,"about_ca_topic_score_gemma":0.01276203,"domain_scores_codex":[0.9983949,0.0007567304,0.0000552721,0.0001298224,0.0003630379,0.0003002928],"domain_scores_gemma":[0.9975273,0.0007142244,0.0007308258,0.0002363473,0.0005350253,0.0002562351],"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":[0.0009584334,0.00133845,0.09496757,0.0005007055,0.0002872879,0.005161311,0.01105807,0.4674114,0.04275009,0.04476159,0.006572207,0.324233],"study_design_scores_gemma":[0.0001500303,0.003459701,0.05298775,0.0003787596,0.0003268206,0.003186491,0.09962841,0.574387,0.06014777,0.1080468,0.09701684,0.0002836286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8596553,0.0002955428,0.08900248,0.003228245,0.00003158962,0.0002602634,0.0001153768,0.0003235736,0.04708762],"genre_scores_gemma":[0.9805494,0.0002303964,0.01541051,0.00005410626,0.000007034663,0.00003236149,0.00005022648,0.00002327878,0.003642623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008692512,"threshold_uncertainty_score":0.0172838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042920974","doi":"10.2118/153165-ms","title":"Comparative Study of Different Sand Samples and Potential for Hydraulic-Fracturing Applications","year":2012,"lang":"en","type":"article","venue":"SPE Oil and Gas India Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hydraulic fracturing; Sieve analysis; Roundness (object); Sieve (category theory); Geotechnical engineering; Hydraulic conductivity; Geology; Hammer; Environmental science; Petroleum engineering; Mining engineering; Engineering; Soil science; Mathematics; Soil water","authors":[{"name":"Ramya Kothamasu","is_ca":false},{"name":"Yogesh Choudhary","is_ca":false},{"name":"M. Kumara Kurubaran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02094219187791334,"gpt":0.2508763579053654,"spread":0.2299341660274521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002510723,0.0004148257,0.0002859448,0.0009927829,0.0004255524,0.0006020806,0.0002831595,0.0002709962,0.0009460633],"category_scores_gemma":[0.0005212498,0.0001006295,0.0002646314,0.0008460275,0.0002313681,0.0002374817,0.0002269522,0.0001508294,0.0002625833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002870801,"about_ca_system_score_gemma":0.0002074412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004966212,"about_ca_topic_score_gemma":0.01678278,"domain_scores_codex":[0.9996868,0.00003321005,0.00003939919,0.00004807159,0.000145854,0.00004659134],"domain_scores_gemma":[0.9994916,0.0001053204,0.00005292013,0.00003164523,0.0002750289,0.00004350543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007342212,0.000119164,0.02610684,0.0002187651,0.00006776756,0.000350602,0.0003315747,0.001173796,0.9533893,0.0000812758,0.0001054032,0.01732129],"study_design_scores_gemma":[0.000007697138,0.0009205226,0.08247711,0.0000187774,0.0001434647,0.0002639996,0.0008568271,0.001264779,0.9122384,0.00002791066,0.001760846,0.00001977698],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984044,0.0001966467,0.0003460574,0.000007279748,0.000005062318,0.0000177811,0.0002418618,0.00001669741,0.0007641096],"genre_scores_gemma":[0.9975471,0.0002178105,0.001069947,0.000007488761,0.000002302186,0.000009071545,0.0003120042,0.00000995317,0.0008243461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004966212,"threshold_uncertainty_score":0.009874582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088626197","doi":"10.2118/127381-ms","title":"SGS Versus Collocated Cokriging Petrophysical Modeling: A Comparative Study in a Heterogeneous Gas Condensate Carbonate Reservoir","year":2010,"lang":"en","type":"article","venue":"SPE Oil and Gas India Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Petrophysics; Kriging; Reservoir modeling; Covariance; Gaussian; Geostatistics; Seismic to simulation; Permeability (electromagnetism); Geology; Algorithm; Porosity; Petroleum engineering; Seismic inversion; Computer science; Statistics; Geotechnical engineering; Mathematics; Machine learning; Spatial variability","authors":[{"name":"Meyssam Tavakkoli","is_ca":false},{"name":"Riyaz Kharrat","is_ca":true},{"name":"Sahar Inaloo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04238192312086806,"gpt":0.2933106502200586,"spread":0.2509287270991906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008543127,0.0006708254,0.0007321537,0.0008846472,0.0004374287,0.0008761178,0.000877108,0.0008250401,0.0006256635],"category_scores_gemma":[0.001394766,0.0002928176,0.0007720793,0.0009288679,0.0004434099,0.0007818025,0.0004308156,0.0004603805,0.00007743266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175817,"about_ca_system_score_gemma":0.0008905759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08334415,"about_ca_topic_score_gemma":0.05146673,"domain_scores_codex":[0.9997234,0.000110679,0.00001790901,0.00005376228,0.00006621292,0.000028056],"domain_scores_gemma":[0.9986523,0.0008383601,0.00009608322,0.00009617068,0.0002498025,0.00006740188],"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":[0.0002528009,0.0002707005,0.01095355,0.00008296492,0.00005233066,0.000147487,0.0001362745,0.9709311,0.002548552,0.00052555,0.00009848674,0.01400022],"study_design_scores_gemma":[0.0000063972,0.00009701706,0.002271775,0.000002159637,0.00001058602,0.000006695071,0.0000535393,0.9969034,0.0005384918,0.00005797774,0.00004518951,0.000006700264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941579,0.0000847075,0.00474335,0.00004327797,0.000004125029,0.00001832938,0.00006223386,0.00007280207,0.000813178],"genre_scores_gemma":[0.9976295,0.00005314259,0.00207356,0.000002585741,0.000001520817,0.000006602431,0.00003924795,0.000006419246,0.0001872947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08334415,"threshold_uncertainty_score":0.1657181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604515823","doi":"10.2118/185332-ms","title":"Mitigation of Mineral Scale Deposition in Well-Bore and Flow Lines with Eco Friendly and Less Aggressive Chemical","year":2017,"lang":"en","type":"article","venue":"SPE Oil and Gas India Conference and Exhibition","topic":"Environmental Chemistry and Analysis","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"AkzoNobel (Canada)","funders":"","keywords":"Wellhead; Wellbore; Workover; Petroleum engineering; Deposition (geology); Environmentally friendly; Environmental science; Completion (oil and gas wells); Scale (ratio); Flow (mathematics); Drilling; Oil field; Production (economics); Geology; Engineering; Mechanical engineering","authors":[{"name":"M. A. Siddiqui","is_ca":false},{"name":"Mohammad Al-Othman","is_ca":false},{"name":"Naser Al-Houti","is_ca":false},{"name":"S.. Aloun","is_ca":false},{"name":"B. S. Al-Matar","is_ca":false},{"name":"T.. Stanitzek","is_ca":true},{"name":"Corine De Wolf","is_ca":true},{"name":"G. N. Iwenjora","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005040326739642973,"gpt":0.2010694755898065,"spread":0.1960291488501636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000392307,0.000546621,0.0004519965,0.0005801116,0.0003918213,0.0006587818,0.0006052309,0.0006735499,0.001170948],"category_scores_gemma":[0.0004498166,0.000152041,0.0004192009,0.000454742,0.0002535554,0.0004992806,0.0004235707,0.000563875,0.0004064142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004953022,"about_ca_system_score_gemma":0.0005296413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001904834,"about_ca_topic_score_gemma":0.00574065,"domain_scores_codex":[0.9994521,0.00006935067,0.00003386147,0.00006741817,0.0002927624,0.00008457585],"domain_scores_gemma":[0.999473,0.00004216098,0.0002025716,0.00003474742,0.0002037974,0.00004375294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002425163,0.000255835,0.001453419,0.0006615162,0.00001985716,0.0004662069,0.00003696117,0.002860567,0.9820043,0.0001512686,0.0003102552,0.01153715],"study_design_scores_gemma":[0.00001936881,0.002859298,0.003507639,0.00005365004,0.00004390463,0.0002365826,0.0001450546,0.002588513,0.9842622,0.00007036196,0.006192544,0.000020949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861823,0.002305265,0.006654495,0.0002368992,0.00007711748,0.0002337622,0.0003567676,0.000182848,0.003770417],"genre_scores_gemma":[0.9834731,0.001479362,0.01179052,0.0000826121,0.000009335728,0.00006869336,0.0001778266,0.00002561472,0.002892897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001904834,"threshold_uncertainty_score":0.003917277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604254498","doi":"10.2118/185351-ms","title":"Effect of Varying Permeability on Inflow Performance Curve of Gas Reservoirs","year":2017,"lang":"en","type":"article","venue":"SPE Oil and Gas India Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Inflow; Permeability (electromagnetism); Porosity; Cementation (geology); Compressibility; Mechanics; Geology; Volumetric flow rate; Geotechnical engineering; Natural gas field; Petroleum engineering; Materials science; Chemistry; Composite material; Natural gas; Physics","authors":[{"name":"M.. Kommineni","is_ca":true},{"name":"R.. Kavanamani","is_ca":true},{"name":"A.. Kurupati","is_ca":true},{"name":"Thomas Cherian","is_ca":true},{"name":"Amer Aborig","is_ca":true},{"name":"M. Hossain","is_ca":true},{"name":"Mohammad Mojammel Huque","is_ca":true},{"name":"Mohammad Islam Miah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01060846920783578,"gpt":0.2345654772734987,"spread":0.2239570080656629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006156514,0.0004634448,0.0003676097,0.0005481369,0.0002143287,0.0006027716,0.0004815896,0.0007285185,0.0007965777],"category_scores_gemma":[0.00223021,0.000212276,0.0004030541,0.0004434513,0.0004992321,0.0007446802,0.0003490221,0.0003910195,0.0001381031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005557757,"about_ca_system_score_gemma":0.0002855912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004305291,"about_ca_topic_score_gemma":0.001969391,"domain_scores_codex":[0.9996061,0.0001084672,0.00002729785,0.0000608967,0.0001375939,0.00005963633],"domain_scores_gemma":[0.9982805,0.001151663,0.0002305127,0.0001007151,0.0001999576,0.00003663142],"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":[0.0003732869,0.00009756975,0.0123005,0.0001863938,0.0000222029,0.0004304988,0.0001636676,0.9032976,0.06530222,0.000610806,0.0002197708,0.01699551],"study_design_scores_gemma":[0.000008628335,0.0003299483,0.004664754,0.000018652,0.00001399723,0.00007601387,0.00007891839,0.9147644,0.07958348,0.0001641562,0.0002726341,0.00002444638],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764153,0.0001964466,0.01991143,0.00008553544,0.00001233468,0.00002348824,0.0001968346,0.0004756111,0.002682998],"genre_scores_gemma":[0.9989668,0.00003707916,0.0007759116,0.000002687701,8.068573e-7,0.000004279594,0.00003890898,0.00001197059,0.0001615858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004305291,"threshold_uncertainty_score":0.008560479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}