{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":31,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":31,"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":"75bf71dbaff9","filters":{"venue":"SPE Eastern Regional Meeting"}},"results":[{"id":"W2065974707","doi":"10.2118/125929-ms","title":"Production Data Analysis of Fractured and Horizontal CBM Wells","year":2009,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Coalbed methane; Petroleum engineering; Relative permeability; Geology; Permeability (electromagnetism); Two-phase flow; Mechanics; Flow (mathematics); Hydraulic fracturing; Dimensionless quantity; Reservoir simulation; Geotechnical engineering; Engineering; Porosity; Coal; Coal mining; Chemistry","authors":[{"name":"C. R. Clarkson","is_ca":true},{"name":"C. Jordan","is_ca":false},{"name":"D. Ilk","is_ca":false},{"name":"T. A. Blasingame","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02007082273280916,"gpt":0.2448683803560145,"spread":0.2247975576232054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007109874,0.0004678433,0.0003785738,0.002301015,0.0003659269,0.0007330319,0.0007488214,0.0003617778,0.002260114],"category_scores_gemma":[0.001503508,0.0002407634,0.0005277384,0.002092428,0.0003723493,0.0005264563,0.0005991363,0.0003914239,0.0003154384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008743956,"about_ca_system_score_gemma":0.0006674846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006349839,"about_ca_topic_score_gemma":0.004873808,"domain_scores_codex":[0.999339,0.00003592693,0.00005207663,0.0001237648,0.0003976121,0.00005148494],"domain_scores_gemma":[0.9988378,0.0003051445,0.0001802658,0.0001493201,0.0004847897,0.00004278031],"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":[0.001193825,0.0004501923,0.1454887,0.001031166,0.0001569083,0.001624259,0.0007950811,0.07475325,0.4479574,0.002860048,0.002370986,0.3213182],"study_design_scores_gemma":[0.00007705174,0.0003986184,0.1322457,0.00007638725,0.00006828165,0.0003732874,0.0008017254,0.3184407,0.5377818,0.002096783,0.007518398,0.0001213951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9091337,0.0003903199,0.07505044,0.0001322708,0.00003744305,0.0002468756,0.009074306,0.002125472,0.003809093],"genre_scores_gemma":[0.9335723,0.0001465268,0.06197605,0.00001997476,0.000005457625,0.0001152856,0.003117001,0.00008346457,0.0009639894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006349839,"threshold_uncertainty_score":0.01262575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038590555","doi":"10.2118/139097-ms","title":"Applying Innovative Production Modeling Techniques to Quantify Fracture Characteristics, Reservoir Properties, and Well Performance in Shale Gas Reservoirs","year":2010,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Workflow; Petroleum engineering; Oil shale; Hydraulic fracturing; Fracture (geology); Geology; Finite element method; Shale gas; Regional geology; Computer simulation; Unconventional oil; Computer science; Geotechnical engineering; Hydrogeology; Engineering; Simulation; Structural engineering","authors":[{"name":"Mark A. Miller","is_ca":false},{"name":"Creties Jenkins","is_ca":false},{"name":"Rakesh Rai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02649319199290854,"gpt":0.2348644957760079,"spread":0.2083713037830994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001371267,0.0008496997,0.0004706566,0.002026891,0.000395763,0.001214086,0.0008136487,0.0007509366,0.0006432882],"category_scores_gemma":[0.002409039,0.0004148778,0.0007193239,0.001304581,0.0005091257,0.001076835,0.0006556985,0.0006881488,0.0001540014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088169,"about_ca_system_score_gemma":0.0009975031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009519203,"about_ca_topic_score_gemma":0.01138304,"domain_scores_codex":[0.9995874,0.00007957024,0.00002855389,0.00007656401,0.0002016331,0.00002626016],"domain_scores_gemma":[0.9986686,0.0005937699,0.000240531,0.0001671192,0.0003029958,0.00002705091],"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":[0.0000568268,0.0001156229,0.01754266,0.00006297813,0.00005130917,0.000112177,0.0001361584,0.9058298,0.02158414,0.002985023,0.0002641436,0.05125915],"study_design_scores_gemma":[0.000002308786,0.00001431937,0.002070095,0.000005483437,0.000004827864,0.00001601266,0.00002478063,0.9921818,0.004573614,0.0009148607,0.000181369,0.0000106096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2244528,0.0001892481,0.7712168,0.0001694106,0.00001791924,0.000101103,0.0005109883,0.001165235,0.002176551],"genre_scores_gemma":[0.8458479,0.0001465382,0.1529852,0.00002183449,0.000008300727,0.00008648402,0.0003314471,0.00005126799,0.0005209586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009519203,"threshold_uncertainty_score":0.01892757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080635856","doi":"10.2118/149344-ms","title":"Improved Unconventional Gas Recovery With Energized Fracturing Fluids: Montney Example","year":2011,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","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":"Alberta Energy","funders":"","keywords":"Petroleum engineering; Fracturing fluid; Unconventional oil; Hydraulic fracturing; Fossil fuel; Tight gas; Environmental science; Natural gas; Geology; Waste management; Engineering","authors":[{"name":"Lyle H. Burke","is_ca":true},{"name":"Grant W. Nevison","is_ca":false},{"name":"Wade Peters","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02193390683897401,"gpt":0.1968248655904726,"spread":0.1748909587514986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003333614,0.0003234032,0.0001964072,0.0005702532,0.0006975287,0.0006631069,0.0005782513,0.0004210355,0.002760737],"category_scores_gemma":[0.0005517963,0.00009017955,0.000284763,0.0008381431,0.000484374,0.0005584334,0.0004102122,0.0002794666,0.0001808854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001956017,"about_ca_system_score_gemma":0.001690378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0746994,"about_ca_topic_score_gemma":0.2151835,"domain_scores_codex":[0.9997264,0.00005639566,0.00000932557,0.00002330482,0.0001332434,0.00005139097],"domain_scores_gemma":[0.9997194,0.00007674227,0.00002858985,0.00001919104,0.0001292318,0.00002682652],"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":[0.005500665,0.002180985,0.06269607,0.001278654,0.0002429173,0.00741647,0.001870878,0.2010643,0.3523353,0.01700911,0.007884852,0.3405198],"study_design_scores_gemma":[0.000576015,0.01000681,0.1407236,0.0001582337,0.0003288044,0.001626275,0.008194569,0.1834974,0.5737446,0.005389158,0.0754668,0.0002878185],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798374,0.0003150225,0.002615588,0.000397868,0.00001659405,0.00006801038,0.0001481635,0.00008113945,0.01652025],"genre_scores_gemma":[0.9893078,0.0002310071,0.004196666,0.00003408427,0.000003401094,0.00001449962,0.0001209005,0.000008024285,0.0060836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0746994,"threshold_uncertainty_score":0.1485292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754254867","doi":"10.2118/187520-ms","title":"A Quantitative and Visual Experimental Study: Effect of Fracture Roughness on Proppant Transport in a Vertical Fracture","year":2017,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":35,"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":"National Institutes of Health","keywords":"Fracture (geology); Geology; Surface finish; Fractal dimension; Geotechnical engineering; Surface roughness; Fractal; Hydraulic fracturing; Materials science; Composite material","authors":[{"name":"Hai Huang","is_ca":false},{"name":"Tayfun Babadagli","is_ca":true},{"name":"Huazhou Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0166601264292252,"gpt":0.3011743551324075,"spread":0.2845142287031823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003787031,0.0003737247,0.0002020294,0.000461347,0.0003097437,0.0002446759,0.0002994373,0.0004127469,0.002720681],"category_scores_gemma":[0.0007737752,0.0001681333,0.0002663504,0.000331802,0.0005354007,0.00029531,0.0002830523,0.0005253316,0.0001776745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000226211,"about_ca_system_score_gemma":0.0001599221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001545085,"about_ca_topic_score_gemma":0.001328702,"domain_scores_codex":[0.9996163,0.00003294335,0.00002709267,0.00006844031,0.000160487,0.00009478165],"domain_scores_gemma":[0.9989794,0.0004374326,0.0001289917,0.0001369961,0.0002597035,0.00005749679],"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":[0.0001170989,0.0001052604,0.0007396788,0.00006013853,0.000004199253,0.00008984531,0.00008940377,0.0007630048,0.9952201,0.00008164375,0.00004089847,0.00268869],"study_design_scores_gemma":[0.0000224654,0.002055024,0.02020159,0.00001528114,0.0000198129,0.0001684534,0.0003904044,0.01199463,0.9643382,0.0001273875,0.0006336656,0.0000332788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935215,0.0001568031,0.005161443,0.00001992392,0.00002436796,0.00004469507,0.0002177519,0.00006857386,0.00078483],"genre_scores_gemma":[0.9922374,0.0001195547,0.006600515,0.00001838445,0.000008003196,0.00004537216,0.000147815,0.00001999928,0.000802863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002720681,"threshold_uncertainty_score":0.00910157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991080783","doi":"10.2118/165681-ms","title":"Evaluation of Quintuple Porosity in Shale Petroleum Reservoirs","year":2013,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; University of Calgary; ConocoPhillips","keywords":"Kerogen; Oil shale gas; Porosity; Natural gas; Oil shale; Petroleum engineering; Geology; Petroleum; Fossil fuel; Tight gas; Hydraulic fracturing; Petroleum geochemistry; Source rock; Mineralogy; Unconventional oil; Chemistry; Geotechnical engineering; Organic chemistry","authors":[{"name":"Bruno Lopez","is_ca":true},{"name":"Roberto Aguilera","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03655282236998739,"gpt":0.2545865913590348,"spread":0.2180337689890474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004145747,0.0002944612,0.0004043045,0.0007605971,0.0002178101,0.0008576988,0.0005059398,0.0006134751,0.0009463509],"category_scores_gemma":[0.001295775,0.0001969731,0.000322297,0.0005955963,0.0003772988,0.0008680091,0.0006858671,0.0002771848,0.0001045459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006621971,"about_ca_system_score_gemma":0.0004241845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003523628,"about_ca_topic_score_gemma":0.002036145,"domain_scores_codex":[0.9997713,0.00004772778,0.00001633358,0.00003829765,0.00008913213,0.0000371981],"domain_scores_gemma":[0.9993901,0.0003379139,0.00007944961,0.00003862284,0.0001181883,0.00003571035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00009740783,0.00003877814,0.005832227,0.00006673191,0.00001409863,0.0001672222,0.00003258438,0.9750637,0.009515878,0.0007583327,0.0000443257,0.008368628],"study_design_scores_gemma":[0.00000376077,0.00007681806,0.00118859,0.000006817711,0.00000585234,0.00003738943,0.0000304572,0.9911539,0.007097663,0.0002475186,0.0001447447,0.000006584193],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610703,0.0001982115,0.03631212,0.0000383455,0.00001075793,0.00002861136,0.0001876813,0.0002075201,0.001946456],"genre_scores_gemma":[0.9975907,0.00004159881,0.002166359,0.000001629204,7.321177e-7,0.000005826648,0.00003361149,0.000007964835,0.0001517209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003523628,"threshold_uncertainty_score":0.007006228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969607923","doi":"10.2118/138877-ms","title":"Fracture Extent and Zonal Communication Evaluation Using Chemical Gas Tracers","year":2010,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Oncolytics Biotech (Canada)","funders":"","keywords":"Wellhead; TRACER; Petroleum engineering; Geology; Siltstone; Fracture (geology); Mineralogy; Geotechnical engineering; Geomorphology","authors":[{"name":"Mark E. Mulkern","is_ca":false},{"name":"Mahmoud Asadi","is_ca":true},{"name":"Scott McCallum","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02041869337942075,"gpt":0.2603943177255025,"spread":0.2399756243460818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006496345,0.0002023354,0.0001443098,0.001428008,0.0003122804,0.0003492694,0.0002505869,0.0001867669,0.0008840157],"category_scores_gemma":[0.001286476,0.0001360651,0.0001181867,0.0007954157,0.0003119129,0.0003612727,0.0004872002,0.0001954038,0.00006283267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005144682,"about_ca_system_score_gemma":0.0002994504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007540726,"about_ca_topic_score_gemma":0.01436917,"domain_scores_codex":[0.9996338,0.00005252229,0.00001971691,0.00005011788,0.0001875193,0.00005630522],"domain_scores_gemma":[0.9987918,0.000400278,0.0003744045,0.00005947347,0.0003257738,0.00004824123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001165492,0.0001921513,0.5493115,0.0001026584,0.00005787179,0.0004175357,0.001127574,0.02787659,0.3756067,0.0008967672,0.0001195116,0.0431257],"study_design_scores_gemma":[0.00002374944,0.0008260706,0.7347358,0.00001395553,0.00005373473,0.0003018501,0.001023163,0.04257354,0.2192389,0.0002293796,0.0009328845,0.0000468865],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976848,0.00002782293,0.001825321,0.000002142012,3.210178e-7,0.000009439921,0.00005409032,0.00002075331,0.0003751763],"genre_scores_gemma":[0.9978827,0.00002336537,0.001713379,0.000001304637,5.042733e-7,0.00001190032,0.00007421534,0.000003422606,0.0002892937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007540726,"threshold_uncertainty_score":0.01499367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077478959","doi":"10.2118/149468-ms","title":"Evaluating the Impact of Wellbore Azimuth in the Marcellus Shale","year":2011,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PQ Corporation (Canada)","funders":"","keywords":"Azimuth; Productivity; Directional drilling; Petroleum engineering; Geology; Wellbore; Hydraulic fracturing; Oil shale; Drilling; Borehole; Mining engineering; Mathematics; Engineering; Geotechnical engineering; Geometry; Mechanical engineering","authors":[{"name":"Christopher Zinn","is_ca":true},{"name":"David R. Blood","is_ca":true},{"name":"Phillip Morath","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07422698977482338,"gpt":0.3103427286448699,"spread":0.2361157388700466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005916,0.0001885258,0.0001874799,0.001582103,0.0003073446,0.001095317,0.0002573085,0.0001757719,0.0009965051],"category_scores_gemma":[0.00407186,0.0001112649,0.0002015342,0.001610723,0.000343499,0.000563551,0.0005967555,0.000185108,0.000231825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001569734,"about_ca_system_score_gemma":0.0008508352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07181434,"about_ca_topic_score_gemma":0.1856214,"domain_scores_codex":[0.9994181,0.00009126886,0.00003624343,0.0001104395,0.0002553342,0.00008867196],"domain_scores_gemma":[0.9971763,0.0008244701,0.000710282,0.0002148031,0.0008638654,0.0002102876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001291998,0.00004715297,0.9713865,0.00003036358,0.00003805759,0.0001524663,0.0002581246,0.01132655,0.002526784,0.0003558837,0.000370172,0.01337874],"study_design_scores_gemma":[0.000002229228,0.00004399564,0.9835147,0.00001117313,0.00001032148,0.00003023173,0.0007208296,0.01267288,0.001742807,0.00007955633,0.001163895,0.000007405511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974514,0.0000376257,0.0003788359,0.00002440884,0.000001498753,0.000006113463,0.0006948575,0.00002060969,0.001384612],"genre_scores_gemma":[0.9982591,0.00002433524,0.0005968314,0.000003903421,0.000001685062,0.000003672584,0.0008602957,0.00000702392,0.0002430814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07181434,"threshold_uncertainty_score":0.1427927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014976630","doi":"10.2118/138806-ms","title":"Surface Microseismic Mapping Reveals Details of the Marcellus Shale","year":2010,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Geology; Geophone; Seismology; Hydraulic fracturing; Fault (geology); Slip (aerodynamics); Fracture (geology); Petrology; Geotechnical engineering","authors":[{"name":"B. J. Hulsey","is_ca":true},{"name":"Brian M. Cornette","is_ca":true},{"name":"D. C. N. Pratt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02656468347719549,"gpt":0.2170620836251062,"spread":0.1904974001479107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004130462,0.00009640273,0.00009310392,0.0005684217,0.0001478423,0.0001878103,0.00008023661,0.0001364063,0.0007190282],"category_scores_gemma":[0.0001145165,0.00006711311,0.00005624356,0.0002323465,0.0001318198,0.00009001065,0.0001867096,0.00007865256,0.0001171468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001724954,"about_ca_system_score_gemma":0.0001365882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009785377,"about_ca_topic_score_gemma":0.02593083,"domain_scores_codex":[0.9999588,0.000002134812,0.000001379814,0.0000125756,0.0000121292,0.00001289906],"domain_scores_gemma":[0.999933,0.000006118599,0.00001753143,0.000004908707,0.00002066917,0.00001787444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000264516,0.00006123881,0.6318312,0.00004033035,0.00003185893,0.0005714354,0.0007831058,0.00550336,0.3158445,0.0003457438,0.0003993807,0.04432335],"study_design_scores_gemma":[0.000001757489,0.00003781173,0.9938751,0.000002541206,0.000003059572,0.00004495083,0.0001191397,0.002729127,0.002825218,0.00002334032,0.0003356171,0.000002329208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987808,0.0000197271,0.0002815276,0.000006014985,6.697902e-7,0.000002416421,0.00008114455,0.00001034066,0.0008173194],"genre_scores_gemma":[0.9994619,0.000006310638,0.0002052582,0.000001421423,9.283856e-7,0.000001375372,0.00005389327,0.000001273236,0.0002676081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009785377,"threshold_uncertainty_score":0.01945686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989795954","doi":"10.2118/72385-ms","title":"Identifying Best Practices in Hydraulic Fracturing Using Virtual Intelligence Techniques","year":2001,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geomembrane Technologies (Canada)","funders":"","keywords":"Hydraulic fracturing; Process (computing); Set (abstract data type); Computer science; Field (mathematics); Productivity; Service (business); Data mining; Data science; Petroleum engineering; Geology","authors":[{"name":"Shahab D. Mohaghegh","is_ca":false},{"name":"Razi Gaskari","is_ca":false},{"name":"Alexandru Popa","is_ca":false},{"name":"S. Ameri","is_ca":false},{"name":"S. L. Wolhart","is_ca":true},{"name":"Robert W. Siegfried","is_ca":true},{"name":"David J. Hill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09488980966969342,"gpt":0.3318673880871225,"spread":0.2369775784174291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008728427,0.0004966981,0.0005454211,0.01643636,0.0009927546,0.005147265,0.001395385,0.0008630595,0.001152689],"category_scores_gemma":[0.03474674,0.0002606564,0.0006006578,0.01225977,0.001560014,0.003389467,0.002175545,0.0008674102,0.0002476649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002901257,"about_ca_system_score_gemma":0.002656036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005019458,"about_ca_topic_score_gemma":0.00573413,"domain_scores_codex":[0.988026,0.006023241,0.001139701,0.001244793,0.003048985,0.0005173881],"domain_scores_gemma":[0.9560775,0.02965776,0.007468503,0.002555207,0.003458394,0.0007824857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004063552,0.001418963,0.1956701,0.001594249,0.0004435334,0.001095829,0.02687154,0.0406203,0.00774602,0.04412404,0.005306287,0.6747028],"study_design_scores_gemma":[0.000147946,0.001065491,0.166831,0.001429911,0.0004219867,0.001041352,0.07837982,0.5590509,0.02289829,0.1266414,0.04176458,0.0003272708],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8154608,0.0009131607,0.1576486,0.002458999,0.00005029305,0.0008866222,0.001716565,0.000669152,0.0201958],"genre_scores_gemma":[0.8554273,0.0002766171,0.1423813,0.00007214611,0.00001172977,0.0002481098,0.0009489458,0.00002405821,0.000609843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01643636,"threshold_uncertainty_score":0.04616088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020547392","doi":"10.2118/137752-ms","title":"Linking Reservoir Simulators with Fracture Simulators","year":2010,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Hydraulic fracturing; Petroleum engineering; Fracture (geology); Permeability (electromagnetism); Fluid dynamics; Complex fracture; Geology; Grid; Geotechnical engineering; Reservoir simulation; Flow (mathematics); Hydraulic conductivity; Mechanics; Soil science","authors":[{"name":"Carlos Eduardo Saraiva Miranda","is_ca":false},{"name":"Mohamed Y. Soliman","is_ca":false},{"name":"A. Settari","is_ca":true},{"name":"Radim Krampol","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008511497138988912,"gpt":0.2207557359819023,"spread":0.2122442388429134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00166785,0.0007830209,0.0006494722,0.001067273,0.0003805326,0.001330676,0.003522915,0.001213574,0.01173149],"category_scores_gemma":[0.004888351,0.0008914044,0.0008682891,0.0007795711,0.0004756766,0.001750009,0.001999133,0.001490377,0.002187996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007765282,"about_ca_system_score_gemma":0.001312474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004814548,"about_ca_topic_score_gemma":0.003893669,"domain_scores_codex":[0.9991983,0.0002011117,0.0001058652,0.00008677517,0.0003273227,0.00008061081],"domain_scores_gemma":[0.9974108,0.001206455,0.000156975,0.0004691554,0.0006243652,0.0001322712],"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":[0.000156881,0.0001590818,0.003599767,0.0002313667,0.0001408464,0.0001904407,0.0001374277,0.9200772,0.00410542,0.02008335,0.008664716,0.04245344],"study_design_scores_gemma":[0.000025559,0.00001500335,0.0001392065,0.00001408685,0.00001136541,0.00001896733,0.00001120056,0.9846608,0.003028719,0.004092961,0.007967267,0.00001483389],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02847625,0.0001373399,0.906266,0.0002399581,0.0001210035,0.0003133613,0.002663926,0.05249168,0.009290452],"genre_scores_gemma":[0.4681067,0.0006254962,0.5070718,0.0002579854,0.00006400701,0.001202175,0.007372452,0.0058722,0.009427227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01173149,"threshold_uncertainty_score":0.03924578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035607677","doi":"10.2118/84844-ms","title":"Numerical Investigation of Laser Drilling","year":2003,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Drilling; Petroleum engineering; Downtime; Laser drilling; Fossil fuel; Current (fluid); Petroleum industry; Laser cutting; Computer science; Environmental science; Geology; Mechanical engineering; Laser; Engineering; Reliability engineering; Electrical engineering; Environmental engineering","authors":[{"name":"N. Bjorndalen","is_ca":true},{"name":"Hadi Belhaj","is_ca":true},{"name":"K. R. Agha","is_ca":true},{"name":"M. R. Islam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02126923359385458,"gpt":0.2224352584302489,"spread":0.2011660248363943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006547802,0.0002336314,0.0004162937,0.0006866916,0.0006797973,0.0008674444,0.0005206788,0.001300974,0.004616881],"category_scores_gemma":[0.004181033,0.0002305245,0.000309887,0.0005674955,0.001050031,0.0007363864,0.0005286134,0.0004516874,0.0004084656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006213443,"about_ca_system_score_gemma":0.0008753259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005428411,"about_ca_topic_score_gemma":0.003026664,"domain_scores_codex":[0.9996604,0.00008025045,0.00001904707,0.00003653738,0.0001491644,0.00005460469],"domain_scores_gemma":[0.9980232,0.001195914,0.0001953958,0.0001278896,0.0003979339,0.00005974923],"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":[0.00006974297,0.00004303843,0.001576455,0.00009657354,0.000008668176,0.0002182545,0.00009318731,0.975651,0.004539385,0.01185732,0.0004951254,0.005351325],"study_design_scores_gemma":[0.000007857073,0.00002081035,0.0002139987,0.000008617118,0.000001924243,0.00003152197,0.00002879092,0.9976839,0.000627363,0.0008471153,0.000522629,0.000005432116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.682712,0.001292754,0.2228796,0.001463283,0.0002747948,0.0002465128,0.000527736,0.0007423433,0.08986105],"genre_scores_gemma":[0.9772857,0.0001662791,0.01933739,0.00004559651,0.00001384368,0.00009165849,0.00009027842,0.00003711148,0.002932104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005428411,"threshold_uncertainty_score":0.01544499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2284790583","doi":"10.2118/177286-ms","title":"A Simulation Model for Accurate Prediction of Uneven Proppant Distribution in the Marcellus Shale Coupled with Reservoir Geomechanics","year":2015,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geomechanics; Hydraulic fracturing; Petroleum engineering; Geology; Permeability (electromagnetism); Oil shale; Reservoir simulation; Geotechnical engineering","authors":[{"name":"Sheng Yang","is_ca":true},{"name":"Zhangxin Chen","is_ca":true},{"name":"Yizheng Wei","is_ca":false},{"name":"Keliu Wu","is_ca":true},{"name":"Lei Shao","is_ca":true},{"name":"Wei Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05244439712561122,"gpt":0.2552195182273755,"spread":0.2027751211017643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002133448,0.0004773612,0.0004642248,0.0004741738,0.0005576783,0.0006515414,0.0008304964,0.001050515,0.0017387],"category_scores_gemma":[0.0005879817,0.0003564532,0.0005167557,0.0002969707,0.000453168,0.0004658448,0.0006436062,0.000456829,0.0001637005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025229,"about_ca_system_score_gemma":0.001511866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04077144,"about_ca_topic_score_gemma":0.02229427,"domain_scores_codex":[0.9999046,0.00002261426,0.00000636802,0.00001816701,0.00002500555,0.00002328738],"domain_scores_gemma":[0.9997829,0.00009043678,0.00003678244,0.00001389638,0.00004903523,0.00002695039],"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":[0.00001084451,0.00001021832,0.0006533719,0.00000514946,0.00000411846,0.00003452619,0.000009534473,0.9977062,0.0006556986,0.0004218289,0.00003655917,0.0004518848],"study_design_scores_gemma":[0.000002240629,0.000004312028,0.00007714426,6.081558e-7,0.000001131179,0.000001542153,0.000002342009,0.9997036,0.0001143924,0.00004229444,0.00004914482,0.000001191887],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8154583,0.0002020886,0.1653616,0.0004228381,0.00005309957,0.0001415412,0.0006958682,0.0007661865,0.01689851],"genre_scores_gemma":[0.9908165,0.00007329059,0.006331827,0.00001848461,0.000005177073,0.00008191235,0.0001671185,0.00002637133,0.002479346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04077144,"threshold_uncertainty_score":0.08106822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068903815","doi":"10.2118/104479-ms","title":"Air Injection and Waterflood Performance Comparison of Two Adjacent Units in Buffalo Field: Economic Analysis","year":2006,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Economic feasibility; Profit (economics); Net present value; Economic analysis; Internal rate of return; Investment (military); Oil price; Petroleum; Capital investment; Economic evaluation; Well stimulation; Capital cost; Unit price; Oil field; Operating cost; Petroleum engineering; Structural basin; Engineering; Business; Production (economics); Agricultural economics; Reservoir engineering; Geology; Economics; Waste management; Finance","authors":[{"name":"V. K. Kumar","is_ca":false},{"name":"D. Gutiérrez","is_ca":true},{"name":"R.G. Moore","is_ca":true},{"name":"S. A. Mehta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02185556405782072,"gpt":0.2706456136734982,"spread":0.2487900496156775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001495527,0.0003526342,0.0004237155,0.001333858,0.000458205,0.001229754,0.0006570767,0.0004893491,0.003286505],"category_scores_gemma":[0.002343097,0.0002691746,0.0005847513,0.0009625183,0.0005184233,0.0009742954,0.0005417138,0.0004042013,0.0001453444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004469046,"about_ca_system_score_gemma":0.001005439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04757465,"about_ca_topic_score_gemma":0.04407698,"domain_scores_codex":[0.9992381,0.000211051,0.00002856009,0.000109956,0.0002373585,0.0001748388],"domain_scores_gemma":[0.9967662,0.00209887,0.0003427864,0.00006752295,0.0005133866,0.0002111575],"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":[0.003166097,0.002074605,0.2700666,0.0003865126,0.0003926496,0.001423313,0.0002293567,0.6463631,0.03263225,0.002833508,0.001005595,0.03942636],"study_design_scores_gemma":[0.0001151676,0.006679737,0.3013485,0.00003703746,0.0002433805,0.0001426598,0.001295204,0.6691657,0.01834535,0.0007233843,0.00181906,0.0000848223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975441,0.00006426724,0.0007853226,0.00001493813,0.000001580189,0.00006448229,0.0002426364,0.00000618126,0.001276613],"genre_scores_gemma":[0.9985313,0.00006011851,0.0003995195,0.000002274965,0.000001490403,0.00002809868,0.0001762473,0.000002406498,0.000798481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04757465,"threshold_uncertainty_score":0.09459543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050176749","doi":"10.2118/149404-ms","title":"Analysis of Production Data in Shale Gas Reservoirs: Rigorous Corrections for Fluid and Flow Properties","year":2011,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"Encana (Canada); University of Calgary","funders":"ConocoPhillips","keywords":"Slippage; Permeability (electromagnetism); Tight gas; Flow (mathematics); Petroleum engineering; Relative permeability; Shale gas; Oil shale; Square root; Mechanics; Geology; Mathematics; Geotechnical engineering; Materials science; Hydraulic fracturing; Chemistry; Physics","authors":[{"name":"M.. Nobakht","is_ca":true},{"name":"Christopher R. Clarkson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0707888300175148,"gpt":0.2451902330209094,"spread":0.1744014030033946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002515382,0.0005375976,0.0005406922,0.001077652,0.0004243323,0.0009886378,0.0009914086,0.0006270903,0.0006472308],"category_scores_gemma":[0.01105937,0.000387752,0.0008798044,0.0007832059,0.0007017991,0.001636855,0.001016083,0.001643694,0.0002368138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005445617,"about_ca_system_score_gemma":0.001379571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006626928,"about_ca_topic_score_gemma":0.004607549,"domain_scores_codex":[0.9992844,0.0001813116,0.00005269917,0.0001115324,0.000317927,0.00005208391],"domain_scores_gemma":[0.9958994,0.002269552,0.000369667,0.0006035773,0.0007984928,0.00005932234],"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":[0.0001671338,0.0002000629,0.02118484,0.0003699468,0.0001633983,0.0006281725,0.000269587,0.7417079,0.04773255,0.02012981,0.001189337,0.1662573],"study_design_scores_gemma":[0.000003542226,0.00001280166,0.00178026,0.000007689655,0.000005168689,0.00002081498,0.00001559831,0.9909151,0.005168614,0.001691939,0.0003696239,0.000008694928],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1614271,0.000320741,0.835496,0.0002451564,0.00005201305,0.0000661035,0.0003064215,0.001029083,0.001057294],"genre_scores_gemma":[0.8260805,0.0002352965,0.1717151,0.00005671576,0.00004058034,0.00007908008,0.0004234631,0.0003176914,0.001051535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006626928,"threshold_uncertainty_score":0.01330274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988313292","doi":"10.2118/138500-ms","title":"A Green Alternative for Determination of Frac Height and Proppant Distribution","year":2010,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Honeywell (Canada)","funders":"","keywords":"Boron carbide; Neutron; Neutron capture; Fracture (geology); Boron; Nuclear engineering; Neutron activation analysis; Neutron activation; Materials science; Environmental science; Nuclear physics; Physics; Engineering; Composite material","authors":[{"name":"Mark Mulkern","is_ca":false},{"name":"Bob Masnyk","is_ca":false},{"name":"Hermann Kramer","is_ca":true},{"name":"Joseph Sites","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01573254474470177,"gpt":0.2641198596078868,"spread":0.248387314863185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006550917,0.0006980411,0.0003783678,0.002498381,0.0005432275,0.0006622694,0.001140369,0.001129087,0.01024991],"category_scores_gemma":[0.001347201,0.0003072526,0.0002261795,0.001620325,0.0002864398,0.0005622263,0.0004773372,0.0007958956,0.006015616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005914881,"about_ca_system_score_gemma":0.0006810231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003392539,"about_ca_topic_score_gemma":0.01005435,"domain_scores_codex":[0.9988134,0.000122347,0.00003387258,0.0002786714,0.0006704368,0.00008131515],"domain_scores_gemma":[0.9989901,0.0001966514,0.0001227847,0.0001246264,0.0005179532,0.00004785204],"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":[0.0006448794,0.0002429043,0.02990993,0.0003488223,0.00007874428,0.0004233568,0.0002452144,0.002521553,0.6007181,0.004337188,0.02301701,0.3375123],"study_design_scores_gemma":[0.00006725216,0.0004419585,0.02864857,0.0001952851,0.00008121595,0.0008015721,0.0004416328,0.05888673,0.788927,0.00235918,0.1189908,0.0001587619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1839999,0.002472879,0.7296187,0.001120921,0.001315971,0.000580959,0.0129746,0.01479135,0.0531247],"genre_scores_gemma":[0.556499,0.001083702,0.3747525,0.0009893526,0.0001216032,0.0006845223,0.003495338,0.0009664389,0.06140756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01024991,"threshold_uncertainty_score":0.03428936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071048005","doi":"10.2118/104458-ms","title":"An Innovative Method: Risk Assessment for Exploration and Development of Oil and Gas","year":2006,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Reservoir Engineering and Simulation Methods","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":"Petro-Canada","funders":"","keywords":"Fault tree analysis; Risk assessment; Analytic hierarchy process; Hazard and operability study; Risk management; Risk analysis (engineering); Event tree analysis; Brainstorming; Delphi method; Analytical hierarchy; Computer science; Identification (biology); Risk management plan; Project risk management; Upstream (networking); Engineering; IT risk management; Project management; Operations research; Reliability engineering; Business; Systems engineering","authors":[{"name":"Yu‐Wen Chang","is_ca":false},{"name":"Hong'en Dou","is_ca":false},{"name":"Changchun Chen","is_ca":false},{"name":"Xiaolin Wang","is_ca":false},{"name":"Kun Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0423487190938481,"gpt":0.3275955542581478,"spread":0.2852468351642997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004184975,0.001394299,0.0006157406,0.003960366,0.0007870117,0.001680483,0.001088321,0.0008987504,0.008035654],"category_scores_gemma":[0.009614145,0.0003525867,0.0009962883,0.001608343,0.0008418707,0.002491361,0.001291189,0.0008776003,0.0009451503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009348067,"about_ca_system_score_gemma":0.002103878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002567171,"about_ca_topic_score_gemma":0.002071486,"domain_scores_codex":[0.9961963,0.001534538,0.0002618127,0.0004334023,0.001472031,0.0001019526],"domain_scores_gemma":[0.9964586,0.001894258,0.0002711304,0.0002134818,0.001069987,0.0000925355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002128941,0.0002035864,0.003890287,0.0009001752,0.0001633359,0.0002801073,0.001792708,0.05412843,0.01331979,0.139424,0.009898392,0.7757862],"study_design_scores_gemma":[0.0002529257,0.0003584794,0.00439472,0.0004865118,0.0001888683,0.001249472,0.0008327296,0.7744951,0.01843619,0.1244204,0.07464509,0.0002395806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003061442,0.0001030218,0.9923138,0.000136488,0.00005210349,0.0001804958,0.00007888729,0.0004866408,0.003587195],"genre_scores_gemma":[0.07926852,0.0002095134,0.9167752,0.00005152957,0.00003503273,0.0004840646,0.0001216834,0.00006830576,0.002986197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008035654,"threshold_uncertainty_score":0.02688193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039689579","doi":"10.2118/161355-ms","title":"Proppant Selection for Hydraulic Fracture Production Optimization in Shale Plays","year":2012,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":7,"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; Oil shale; Geology; Permeability (electromagnetism); Geotechnical engineering; Fracture (geology); Petroleum engineering; Isotropy; Stiffness; Anisotropy; Materials science; Composite material","authors":[{"name":"Mei Yang","is_ca":false},{"name":"Michael J. Economides","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01670248656803741,"gpt":0.2313322582538078,"spread":0.2146297716857704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003474033,0.0005968633,0.0003888202,0.0008476906,0.0002523996,0.0004868785,0.0004941447,0.0004580629,0.001754857],"category_scores_gemma":[0.0005943624,0.0002910141,0.0004671763,0.0003303863,0.0002525431,0.000283264,0.0003520829,0.0002605491,0.0001610579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005110201,"about_ca_system_score_gemma":0.0005124757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004056755,"about_ca_topic_score_gemma":0.007607166,"domain_scores_codex":[0.9998943,0.00001654472,0.000005623023,0.00001872824,0.00003133523,0.00003346403],"domain_scores_gemma":[0.9996936,0.0001484478,0.0000435663,0.00001650365,0.0000704328,0.00002736572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004209326,0.0003054301,0.008132349,0.0002422252,0.00003682571,0.0003328203,0.0000778091,0.8861521,0.06064266,0.0006074122,0.00034222,0.04270724],"study_design_scores_gemma":[0.00003894781,0.001412264,0.007996658,0.00002140814,0.00007497027,0.0000842653,0.0002138289,0.9476644,0.04094822,0.0003774982,0.00113943,0.00002809027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792858,0.0001226873,0.01798988,0.00002181147,0.000005568273,0.00005096296,0.0001343091,0.0001000459,0.002288949],"genre_scores_gemma":[0.9904322,0.00005245077,0.008877067,0.000004626639,7.586167e-7,0.00002724309,0.00008587496,0.00001458813,0.0005052632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004056755,"threshold_uncertainty_score":0.008066297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083801081","doi":"10.2118/138255-ms","title":"Lattice-Boltzmann Method to Estimate Relative Permeabilities for Matrix-Fracture Interaction in Naturally Fractured Reservoirs","year":2010,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Lattice Boltzmann Simulation Studies","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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Relative permeability; Lattice Boltzmann methods; Mechanics; Capillary pressure; Capillary action; Petroleum engineering; Imbibition; Saturation (graph theory); Geology; Permeability (electromagnetism); Materials science; Porous medium; Geotechnical engineering; Chemistry; Mathematics; Composite material; Porosity; Physics","authors":[{"name":"Akshay C. Gunde","is_ca":true},{"name":"Tayfun Babadagli","is_ca":true},{"name":"Sushanta K. Mitra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02542734147283154,"gpt":0.3477987651349994,"spread":0.3223714236621679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005018244,0.0003259252,0.0003419322,0.0005114794,0.000246451,0.0003500139,0.0007816346,0.0006223281,0.001008397],"category_scores_gemma":[0.001688794,0.0003331498,0.0003054336,0.0004214686,0.000301509,0.0005012815,0.0003661945,0.0005675826,0.0002143665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006026708,"about_ca_system_score_gemma":0.0009418789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006745827,"about_ca_topic_score_gemma":0.004132441,"domain_scores_codex":[0.9998586,0.00003999108,0.000009970441,0.00002171239,0.00005251902,0.00001703514],"domain_scores_gemma":[0.9992384,0.0004899598,0.00007610464,0.00003317633,0.0001261073,0.00003620737],"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":[0.00007935805,0.00006327307,0.002669551,0.00004950264,0.00001575958,0.00004834988,0.00003811899,0.9670885,0.01707528,0.002004704,0.00009947779,0.01076818],"study_design_scores_gemma":[0.000001359392,0.000002181772,0.00006389988,5.666076e-7,3.487604e-7,0.000002073102,0.000001688112,0.998995,0.0008243791,0.0000926995,0.00001436016,0.000001405675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2882347,0.0001452589,0.7090397,0.0001046598,0.00002309752,0.00009181781,0.0001634836,0.0007379246,0.001459434],"genre_scores_gemma":[0.8316498,0.00005252537,0.1671894,0.00001902194,0.000004249051,0.0001400595,0.0001100274,0.00005049755,0.0007844037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006745827,"threshold_uncertainty_score":0.01341307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026996237","doi":"10.2118/91469-ms","title":"Field Application of New Lightweight Proppant in Appalachian Tight Gas Sandstones","year":2004,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":6,"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; Fracturing fluid; Tight gas; Geology; Hydraulic fracturing; Completion (oil and gas wells); Fracture (geology); Mining engineering; Geotechnical engineering","authors":[{"name":"Roger R. Myers","is_ca":false},{"name":"Jimmy Potratz","is_ca":false},{"name":"Mark Moody","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009697351730727543,"gpt":0.2202803938554592,"spread":0.2105830421247316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003526591,0.0002016988,0.0002480685,0.001304963,0.001432606,0.0007034446,0.0003416824,0.0003954732,0.001673638],"category_scores_gemma":[0.0003687835,0.0001247515,0.0001634304,0.0007759509,0.0006936299,0.000336565,0.0004930912,0.0003556313,0.0002106759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032837,"about_ca_system_score_gemma":0.001091278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03252937,"about_ca_topic_score_gemma":0.1116044,"domain_scores_codex":[0.9997931,0.00001815477,0.00001121146,0.00003426133,0.00009644596,0.00004681808],"domain_scores_gemma":[0.9997811,0.0000321101,0.00002155053,0.00001523344,0.0001220784,0.00002799801],"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":[0.002782176,0.0007591075,0.1620616,0.001096147,0.00008849877,0.01201081,0.007033071,0.01956085,0.5357178,0.002231328,0.002003005,0.2546556],"study_design_scores_gemma":[0.0001712681,0.005899673,0.7225392,0.000274858,0.0001584944,0.002080865,0.01968915,0.01873103,0.1807943,0.001566053,0.04797564,0.0001194576],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938876,0.0001443627,0.0006703672,0.00006665839,0.00002161482,0.00006434306,0.00006469902,0.00003163178,0.005048795],"genre_scores_gemma":[0.9961875,0.0001065163,0.00139938,0.000018427,0.000005049767,0.00002160047,0.00004205622,0.000003097365,0.002216262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03252937,"threshold_uncertainty_score":0.06468004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069654135","doi":"10.2118/104551-ms","title":"Risk Analysis for Water Injection in a Petroleum Reservoir Considering Geomechanical Aspects","year":2006,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":5,"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":"Petroleum engineering; Geomechanics; Petroleum; Reservoir engineering; Submarine pipeline; Decision tree; Geology; Computer science; Geotechnical engineering; Data mining","authors":[{"name":"L.G. Rodrigues","is_ca":true},{"name":"L.B. Cunha","is_ca":true},{"name":"Rick Chalaturnyk","is_ca":true},{"name":"J.C. Cunha","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02220304037663542,"gpt":0.256573133130777,"spread":0.2343700927541415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001820402,0.0004998266,0.0007224642,0.0007375259,0.0003677426,0.001119586,0.00037928,0.0007292382,0.001649554],"category_scores_gemma":[0.003252477,0.0003125955,0.0007229342,0.0004380247,0.0006445266,0.0008245116,0.0005221066,0.0005291165,0.00007810828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045118,"about_ca_system_score_gemma":0.000842139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007759692,"about_ca_topic_score_gemma":0.003077575,"domain_scores_codex":[0.9995164,0.0002693752,0.00001870531,0.0000411744,0.00008777098,0.00006655668],"domain_scores_gemma":[0.9967527,0.002681546,0.000220658,0.00004812778,0.0002255849,0.00007130095],"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":[0.0000636487,0.00001666486,0.001275318,0.00001255662,0.00001346751,0.00006720637,0.00001221485,0.9953596,0.0007364361,0.001164992,0.00003265951,0.001245191],"study_design_scores_gemma":[0.000004245735,0.00003701489,0.0003472974,0.000001639145,0.00000660629,0.000007861176,0.00001541729,0.9983916,0.0005559026,0.0006050366,0.0000235353,0.000003800039],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.912861,0.0001438518,0.08451714,0.0002041964,0.00001146342,0.00004562909,0.0001210799,0.00006422961,0.002031483],"genre_scores_gemma":[0.9976484,0.0000433139,0.001877098,0.000004579524,0.000001938626,0.00001177895,0.00002564094,0.00000453195,0.0003826739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007759692,"threshold_uncertainty_score":0.01542902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996900955","doi":"10.2118/165717-ms","title":"Utilizing Diagnostics to Evaluate Completion Effectiveness in the Marcellus Shale","year":2013,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"Oncolytics Biotech (Canada)","funders":"","keywords":"Hydraulic fracturing; Completion (oil and gas wells); Petroleum engineering; Fracture (geology); Shale gas; Oil shale; Wellbore; Geology; Mining engineering; Computer science; Geotechnical engineering","authors":[{"name":"J. J. Pechiney","is_ca":true},{"name":"Babatunde Ajayi","is_ca":false},{"name":"T.J. Cannon","is_ca":false},{"name":"R.. Cardwell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02571763398431739,"gpt":0.2538361566384528,"spread":0.2281185226541354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001649129,0.0003907003,0.0003518699,0.001371213,0.0003399011,0.0006134888,0.0003823234,0.000339223,0.0004838453],"category_scores_gemma":[0.003586963,0.0001688001,0.0002085124,0.0004377688,0.0004875282,0.0004715774,0.0004732454,0.0003054217,0.00009731072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008965702,"about_ca_system_score_gemma":0.0007739018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01171852,"about_ca_topic_score_gemma":0.02449729,"domain_scores_codex":[0.9995443,0.0000778278,0.00003424621,0.00006292921,0.0002155053,0.00006508339],"domain_scores_gemma":[0.9978951,0.000879218,0.000359828,0.0001021098,0.000564987,0.0001987138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003794466,0.0006860698,0.4764166,0.0002014735,0.00009647642,0.001017221,0.002043407,0.1205715,0.2909888,0.001154451,0.0002216018,0.102808],"study_design_scores_gemma":[0.00006273542,0.006584589,0.4273589,0.00003452685,0.00005749436,0.0002768769,0.001741739,0.2080727,0.3539313,0.0004629644,0.001269862,0.0001463347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985409,0.00001663546,0.001112935,0.000004942123,8.509311e-7,0.00001835898,0.00003557471,0.00002358061,0.0002463235],"genre_scores_gemma":[0.997757,0.00001077096,0.001961977,0.000001812456,4.043893e-7,0.000005747122,0.00004948056,0.000003327544,0.0002096113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01171852,"threshold_uncertainty_score":0.02330059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980258714","doi":"10.2118/196611-ms","title":"Developing a New Workflow to Study the Effect of Soaking Process on Shale Well","year":2019,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Atmospheric and Environmental Gas Dynamics","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":"Apache (Canada)","funders":"","keywords":"Petroleum engineering; Shale gas; Volume (thermodynamics); Hydraulic fracturing; Volumetric flow rate; Produced water; Environmental science; Oil shale; Geology; Waste management; Engineering; Mechanics","authors":[{"name":"Ahmed Farid Ibrahim","is_ca":true},{"name":"Mazher Ibrahim","is_ca":true},{"name":"Chester Pieprzica","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01376203583882475,"gpt":0.2479306503379106,"spread":0.2341686144990859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002462044,0.001407773,0.001231385,0.001968069,0.0007966183,0.001551844,0.001493716,0.0009024668,0.005070083],"category_scores_gemma":[0.003357124,0.0008343899,0.001137543,0.0008240273,0.000430483,0.001671224,0.001433396,0.0009631173,0.002236597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006350139,"about_ca_system_score_gemma":0.00218038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003244002,"about_ca_topic_score_gemma":0.003663665,"domain_scores_codex":[0.9985397,0.0001331246,0.0001826964,0.0004094384,0.0005985897,0.0001364199],"domain_scores_gemma":[0.9964026,0.0006640384,0.000311893,0.001023186,0.001343546,0.0002547457],"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":[0.0008933886,0.0008629913,0.02436842,0.001268903,0.0001516881,0.0008963781,0.001043806,0.02077431,0.6802201,0.002805065,0.004429747,0.2622853],"study_design_scores_gemma":[0.0001645632,0.0009803335,0.02435367,0.0001463188,0.0001742938,0.0005855231,0.0006259811,0.274918,0.6572071,0.004535451,0.03596574,0.0003429724],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08248612,0.0002466591,0.867189,0.0002357688,0.0001687292,0.001376991,0.003167841,0.04240961,0.002719255],"genre_scores_gemma":[0.1818754,0.0002614475,0.810011,0.00009423032,0.00003722439,0.001298388,0.002618919,0.001261608,0.002541723],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005070083,"threshold_uncertainty_score":0.01696116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073499709","doi":"10.2118/78694-ms","title":"Modeling of Simultaneous Proppant Fracture Treatments in the Fruitland Coal and Pictured Cliffs Formations in the San Juan Basin","year":2002,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"ConocoPhillips (Canada)","funders":"","keywords":"Geology; Fracture (geology); Coal; Hydraulic fracturing; Complex fracture; Petroleum engineering; Mining engineering; Well stimulation; Structural basin; Completion (oil and gas wells); Geotechnical engineering; Coal mining; Geomorphology; Reservoir engineering; Engineering; Waste management; Paleontology; Petroleum","authors":[{"name":"Lucas W. Bazan","is_ca":true},{"name":"S. D. Larkin","is_ca":true},{"name":"R. Henry Jacot","is_ca":false},{"name":"Bruce R. Meyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02134381301370585,"gpt":0.22660680545855,"spread":0.2052629924448442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002131739,0.0002700133,0.0003188249,0.0002655258,0.0003494866,0.0003804378,0.0006418668,0.0005741921,0.001428795],"category_scores_gemma":[0.0003421209,0.0002623639,0.0004383891,0.0001713968,0.0003798623,0.0002159877,0.0002325835,0.000245399,0.0001198672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009865579,"about_ca_system_score_gemma":0.0008617296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04143864,"about_ca_topic_score_gemma":0.04695527,"domain_scores_codex":[0.999908,0.00001565398,0.000004220771,0.00002308038,0.00002298856,0.0000261012],"domain_scores_gemma":[0.9998485,0.00007112118,0.00002496459,0.00001245073,0.00002546557,0.00001754804],"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":[0.00006305229,0.00003395492,0.004874094,0.00001295751,0.000006936087,0.00009509415,0.00003097054,0.9890408,0.003337815,0.000229059,0.00005087427,0.002224334],"study_design_scores_gemma":[0.00001762077,0.0001033712,0.002739955,0.000002132074,0.000006673347,0.00001506592,0.00004426618,0.9942298,0.002577438,0.0000992107,0.0001587782,0.000005659568],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925874,0.00001105302,0.005906134,0.00001443222,0.000001516414,0.00001379117,0.00009536718,0.00005017863,0.001320123],"genre_scores_gemma":[0.9974176,0.00000781643,0.001868491,0.000002066377,4.006e-7,0.00001668662,0.00004513803,0.000006600343,0.0006353175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04143864,"threshold_uncertainty_score":0.0823949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2509627098","doi":"10.2118/184057-ms","title":"Influencing Fracture Growth With Stage Sequencing","year":2016,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","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":"Oncolytics Biotech (Canada)","funders":"Hess Corporation","keywords":"Microseism; Stage (stratigraphy); Fracture (geology); Geology; Hydraulic fracturing; Petroleum engineering; TRACER; Oil shale; Geotechnical engineering; Seismology; Paleontology","authors":[{"name":"Joseph Yuyi","is_ca":false},{"name":"Thomas Donahoe","is_ca":false},{"name":"Criss VanGilder","is_ca":false},{"name":"Ted Dohmen","is_ca":false},{"name":"Christopher Squires","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01157216858135989,"gpt":0.2042899944872716,"spread":0.1927178259059117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005981711,0.0003641401,0.0003372355,0.0004347347,0.0003664664,0.0006441431,0.0008287683,0.0003769903,0.001877141],"category_scores_gemma":[0.002115854,0.0003366082,0.0002545898,0.0003509553,0.0003518144,0.0005029092,0.0005403599,0.000456446,0.0002242611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006008206,"about_ca_system_score_gemma":0.0005453769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002635416,"about_ca_topic_score_gemma":0.007961457,"domain_scores_codex":[0.9993938,0.00006250706,0.00004189544,0.0001215525,0.0002929626,0.00008716982],"domain_scores_gemma":[0.9985084,0.0005496721,0.0002645827,0.0001781786,0.0003922197,0.0001069659],"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":[0.000949239,0.0004144686,0.04923883,0.0001554627,0.00002830633,0.000325586,0.0004026659,0.07165878,0.8180078,0.0007780761,0.000270267,0.05777063],"study_design_scores_gemma":[0.0000609158,0.004693764,0.08085658,0.00002093328,0.00006874946,0.0002079425,0.000764971,0.09743236,0.8108661,0.0008014125,0.004151259,0.00007508214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823496,0.00006231759,0.01572596,0.00002813018,0.00001947611,0.00007619461,0.00009452298,0.0001640518,0.001479832],"genre_scores_gemma":[0.9900008,0.00002579502,0.009130757,0.00001325871,0.000002148335,0.00003590581,0.00006148478,0.00002451639,0.0007052291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002635416,"threshold_uncertainty_score":0.006279647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006142156","doi":"10.2118/104526-ms","title":"Revitalizing the Richard King Field: Using New Technology in a Cost-Effective Manner on Mature Fields","year":2006,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"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":"Field (mathematics); Property (philosophy); Stratigraphy; Value (mathematics); Computer science; Engineering; Data science; Geology; Paleontology; Mathematics; Philosophy; Epistemology","authors":[{"name":"Jeff Swanson","is_ca":true},{"name":"Greg Stevens","is_ca":false},{"name":"Rod Hall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02401428964423332,"gpt":0.2843958571376677,"spread":0.2603815674934344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003765008,0.0004153835,0.0003742151,0.0009587306,0.0009908727,0.001854781,0.001253342,0.0008998206,0.006006191],"category_scores_gemma":[0.006236086,0.0002465107,0.0003239651,0.0005122469,0.001249106,0.005325434,0.002348053,0.0009163643,0.001212087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103778,"about_ca_system_score_gemma":0.002267395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005783972,"about_ca_topic_score_gemma":0.01186962,"domain_scores_codex":[0.9988719,0.0004658163,0.00004467111,0.00008983747,0.00042059,0.0001072839],"domain_scores_gemma":[0.9963402,0.001735828,0.0001889971,0.0007335681,0.0007242015,0.0002773633],"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":[0.0002445943,0.000624454,0.008313102,0.0002851226,0.00003275314,0.001001878,0.002576132,0.05634671,0.01884602,0.0950397,0.01842053,0.798269],"study_design_scores_gemma":[0.0003533115,0.001997413,0.01086479,0.0005598029,0.0001150131,0.001470009,0.009960108,0.4202974,0.02736935,0.1647478,0.3619914,0.0002737331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3299584,0.001214194,0.5990365,0.01221953,0.0003587058,0.0005362135,0.0001091035,0.001864765,0.05470261],"genre_scores_gemma":[0.6764759,0.001290102,0.3028822,0.0005239965,0.0001824884,0.000195308,0.00008508754,0.0002293607,0.01813562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006006191,"threshold_uncertainty_score":0.02009267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056023904","doi":"10.2118/161350-ms","title":"A New Simulation-Based Process to Predict the Impact of Hydraulic Fracture Parameters on EUR: A Tight Gas Field Example","year":2012,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Hydraulic fracturing; Fracture (geology); Reservoir simulation; Petroleum engineering; Monte Carlo method; Permeability (electromagnetism); Tight gas; Geology; Hydraulic conductivity; Porosity; Mechanics; Geotechnical engineering; Mathematics; Soil science","authors":[{"name":"Can Yetkin","is_ca":false},{"name":"Tuba Firincioglu","is_ca":false},{"name":"A. M. Haney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02192346754367575,"gpt":0.2739279943709681,"spread":0.2520045268272924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001038943,0.0004788381,0.0004139093,0.000472571,0.0004672666,0.000644588,0.0005594722,0.0008306559,0.002869223],"category_scores_gemma":[0.001549943,0.0003103089,0.0004001323,0.0003013443,0.0004234871,0.0004939342,0.0004300622,0.000704059,0.0001664735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008001705,"about_ca_system_score_gemma":0.001130515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01531228,"about_ca_topic_score_gemma":0.009090061,"domain_scores_codex":[0.9998037,0.00006625739,0.00001129617,0.00003309041,0.00005995684,0.00002566244],"domain_scores_gemma":[0.9991513,0.0005827255,0.0000571111,0.00006264453,0.0001214666,0.00002469834],"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":[0.00003877965,0.00006992716,0.0009606289,0.00001437788,0.000004934589,0.00003017646,0.0000184835,0.9906266,0.002089392,0.001295556,0.00005233578,0.004798962],"study_design_scores_gemma":[0.000003533142,0.00001959607,0.00008456309,8.708505e-7,9.579411e-7,0.000001763564,0.000002952093,0.9986668,0.001048679,0.0001057675,0.00006275655,0.000001731054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6584675,0.00007327703,0.3318343,0.0001670316,0.0000224375,0.0002715498,0.00033837,0.001269039,0.007556551],"genre_scores_gemma":[0.934349,0.00003134913,0.06399133,0.00001477393,0.000002503035,0.0001050981,0.00009157562,0.00003275184,0.001381566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01531228,"threshold_uncertainty_score":0.03044629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2979548378","doi":"10.2118/196612-ms","title":"Extended Lateral Solutions for an Extremely Difficult Well Trajectory","year":2019,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Wireline; Geology; Drilling; Measurement while drilling; Casing; Directional drilling; Drill pipe; Trajectory; Underbalanced drilling; Spark plug; Position (finance); Petroleum engineering; Engineering; Drilling fluid; Mechanical engineering; Telecommunications","authors":[{"name":"Larry Albert","is_ca":false},{"name":"Jason Booher","is_ca":false},{"name":"Anthony Wilson","is_ca":false},{"name":"F. A. Hamilton","is_ca":true},{"name":"Jason Hradecky","is_ca":true},{"name":"Dustin Dunning","is_ca":false},{"name":"Vadim Pratosov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02802833484386024,"gpt":0.220539575195328,"spread":0.1925112403514677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007469691,0.0008259648,0.000452968,0.0006260835,0.001301171,0.001421752,0.001263142,0.001697592,0.02416683],"category_scores_gemma":[0.002071516,0.0004178251,0.0005067472,0.0004595089,0.0005724023,0.001496824,0.003261256,0.001378661,0.003423939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000873915,"about_ca_system_score_gemma":0.00105286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003484994,"about_ca_topic_score_gemma":0.006204584,"domain_scores_codex":[0.9994406,0.0000806173,0.00003084687,0.00008221768,0.0002343292,0.0001312855],"domain_scores_gemma":[0.9991352,0.0001721031,0.0001300873,0.0001425306,0.0002836348,0.0001365924],"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":[0.0006250928,0.0004925187,0.008989735,0.0005513114,0.0001029863,0.006857708,0.001398778,0.4955507,0.04805903,0.09701288,0.02504952,0.3153097],"study_design_scores_gemma":[0.0001462906,0.0007859472,0.002349552,0.0001888676,0.00005723503,0.002283675,0.002326775,0.8394582,0.01297282,0.04487592,0.09445526,0.00009947595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1282722,0.0005208259,0.8082886,0.002649701,0.0004525105,0.0002127088,0.0002712706,0.001858195,0.05747394],"genre_scores_gemma":[0.7538602,0.0003521265,0.2027958,0.0003038964,0.00009958176,0.0001772422,0.0003433437,0.0003700985,0.04169776],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02416683,"threshold_uncertainty_score":0.08084607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973811159","doi":"10.2118/165719-ms","title":"Investigating Microseismic Responses and Interaction Between Offset Hydraulic Fracture Treatments During Horizontal Well Completions","year":2013,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Microseism; Hydraulic fracturing; Geology; Seismology; Offset (computer science); Moment (physics); Geodesy; Geotechnical engineering; Computer science; Physics","authors":[{"name":"Robert Downie","is_ca":false},{"name":"S.L. Reese","is_ca":false},{"name":"Babatunde Ajayi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01682608008169675,"gpt":0.2358220181664793,"spread":0.2189959380847826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002815583,0.0002221639,0.0003786565,0.0004699086,0.0002280576,0.000219704,0.0002292856,0.000328724,0.0008929397],"category_scores_gemma":[0.0008512128,0.0001665579,0.0002054574,0.0003269117,0.0002867988,0.0001507006,0.0003014127,0.00032024,0.0001162308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003475769,"about_ca_system_score_gemma":0.0001973918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003254005,"about_ca_topic_score_gemma":0.01054614,"domain_scores_codex":[0.99972,0.00003495218,0.00001439074,0.00005537028,0.0001116653,0.00006358899],"domain_scores_gemma":[0.9990408,0.0002785831,0.0002970112,0.00004767263,0.0002104404,0.0001254264],"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":[0.002470058,0.0004703312,0.1596403,0.0001510477,0.00009233467,0.0004931648,0.0006620154,0.003680191,0.815734,0.00006212395,0.0001030189,0.01644141],"study_design_scores_gemma":[0.00000690672,0.001268857,0.9560484,0.000005632317,0.00001768835,0.0000473573,0.0005254857,0.001770753,0.04003737,0.00002493145,0.0002322097,0.00001433436],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992993,0.00002476467,0.0003891737,0.000003101214,0.000001735514,0.00001612283,0.00006834778,0.00000625354,0.000191061],"genre_scores_gemma":[0.9994658,0.00001187801,0.0002468566,0.00000399941,0.000001627476,0.00001552114,0.00006337667,0.000002285991,0.0001885771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003254005,"threshold_uncertainty_score":0.006470084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415389678","doi":"10.2118/226247-ms","title":"Optimizing Shale Oil Enhanced Recovery with Tuned Hydrocarbon Solvents","year":2025,"lang":"","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"University of British Columbia","funders":"","keywords":"Oil shale; Shale oil; Enhanced oil recovery; Oil in place; Shale oil extraction; Hydrocarbon; Natural gas; Shell in situ conversion process; Oil shale gas","authors":[{"name":"Robert Downey","is_ca":false},{"name":"R.M. Bustin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009868521705996001,"gpt":0.2207881519196008,"spread":0.2109196302136048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002457021,0.000292013,0.00027605,0.0002395032,0.0001914483,0.0004724404,0.000294582,0.0002568301,0.001229022],"category_scores_gemma":[0.0003709092,0.0001622787,0.000245174,0.0002729214,0.0001776236,0.0005261741,0.0003548143,0.0003298205,0.0004033752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005175654,"about_ca_system_score_gemma":0.0004690957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003050373,"about_ca_topic_score_gemma":0.006592129,"domain_scores_codex":[0.9998664,0.00001195638,0.000008607782,0.00002167055,0.00005646087,0.0000348559],"domain_scores_gemma":[0.9998956,0.00002807078,0.00002105452,0.00001000305,0.00003484824,0.00001041381],"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":[0.0004322526,0.0002745661,0.002700545,0.0002026376,0.00001909804,0.0001529176,0.00005698795,0.0719377,0.9101528,0.0004021584,0.0002289531,0.01343939],"study_design_scores_gemma":[0.0000288741,0.0004473627,0.001130996,0.000008185521,0.00001171535,0.0000241012,0.00004443636,0.08100699,0.9159524,0.00006516174,0.001263183,0.00001661769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915462,0.0001848331,0.005420523,0.00004846851,0.000007232611,0.00003634124,0.0002221213,0.0001870094,0.002347418],"genre_scores_gemma":[0.9957605,0.0001536329,0.003131701,0.00001385511,8.965582e-7,0.0000160061,0.00009161509,0.00001704806,0.0008147763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003050373,"threshold_uncertainty_score":0.006065249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977837024","doi":"10.2118/104596-ms","title":"Identification and Analysis of Fields for Waterflood-Enhanced Recovery Efforts","year":2006,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","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; Oil production; Geology; Anticline; Conglomerate; Production (economics); Identification (biology); Oil field; Petroleum; Field (mathematics); Mining engineering; Structural basin; Paleontology","authors":[{"name":"Rod Hall","is_ca":true},{"name":"Dwight Ross","is_ca":false},{"name":"Greg Stevens","is_ca":false},{"name":"Steve Muehlberger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01553486122051945,"gpt":0.2551466783738344,"spread":0.2396118171533149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002429501,0.0002227532,0.0002009405,0.001014394,0.0002637289,0.0005706411,0.0002048957,0.0002037009,0.001689244],"category_scores_gemma":[0.0007280428,0.0001219116,0.0001875768,0.0003936238,0.000175667,0.0003372022,0.0002014278,0.00009548035,0.0001528195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006424396,"about_ca_system_score_gemma":0.0008612649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0143131,"about_ca_topic_score_gemma":0.01925526,"domain_scores_codex":[0.9999182,0.00001586801,0.000003098469,0.00002044249,0.00002009136,0.00002217724],"domain_scores_gemma":[0.9996887,0.0001055933,0.0000629131,0.00001835169,0.00009592032,0.0000284632],"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":[0.0005139953,0.0003049296,0.1904701,0.0001215211,0.00005215314,0.0004872091,0.0001772491,0.659304,0.0275853,0.004687415,0.001980353,0.1143157],"study_design_scores_gemma":[0.00002124665,0.0001078192,0.05696443,0.00001358662,0.00001601189,0.00004089463,0.0003418631,0.9319322,0.008124232,0.00134274,0.00108378,0.0000111351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524049,0.00003986403,0.0436172,0.0000655988,0.000003518584,0.0001398507,0.0005782684,0.00016659,0.002984199],"genre_scores_gemma":[0.9755571,0.00002345661,0.02268198,0.000004594608,0.000001235318,0.00004501473,0.000491254,0.000006533319,0.00118873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0143131,"threshold_uncertainty_score":0.02845961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045113361","doi":"10.2118/125970-ms","title":"Montney Unconventional Gas - Next Generation, An Integrated Approach to Optimizing Wellbore Completions Technology","year":2009,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Drilling and Well Engineering","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":"Wellbore; Completion (oil and gas wells); Petroleum engineering; Drilling; Logging while drilling; Engineering; Computer science; Operations research; Construction engineering; Mechanical engineering","authors":[{"name":"Rodney Schnell","is_ca":false},{"name":"Nicole Tapper","is_ca":false},{"name":"Ryan Genyk","is_ca":false},{"name":"Dalis Deliu","is_ca":false},{"name":"Habib Tavakol","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04520928878488564,"gpt":0.2315439131042351,"spread":0.1863346243193495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007841124,0.0005006061,0.0003271751,0.0005706754,0.000395522,0.001316361,0.0009002562,0.0004577211,0.002636987],"category_scores_gemma":[0.0006363413,0.0002610559,0.0002340858,0.0005421059,0.0003820347,0.001081545,0.0006355231,0.0004018678,0.0001872106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001954547,"about_ca_system_score_gemma":0.003132908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02384793,"about_ca_topic_score_gemma":0.06737759,"domain_scores_codex":[0.9995716,0.00009395425,0.00001011357,0.00006180521,0.0002040968,0.00005836262],"domain_scores_gemma":[0.9998296,0.00003063506,0.00003342685,0.00001753289,0.00006601187,0.00002269539],"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":[0.0002537907,0.0002170547,0.005692416,0.0001543693,0.00005389152,0.0002187322,0.0001533741,0.7436649,0.04567403,0.02426898,0.002873316,0.1767752],"study_design_scores_gemma":[0.00004664637,0.0004526719,0.004139564,0.00002607328,0.00004143017,0.00008416253,0.0002353262,0.9473195,0.02547354,0.005258227,0.01688481,0.00003806498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3062312,0.001615151,0.6364733,0.001091214,0.00006940027,0.0003162247,0.0002245641,0.001424632,0.05255423],"genre_scores_gemma":[0.8470207,0.0003036608,0.1440558,0.0000538149,0.000009681487,0.00005896909,0.0001289754,0.000070365,0.008298004],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9761521,"threshold_uncertainty_score":0.04741824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}