{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":33,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":33,"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":"8309880e1ab8","filters":{"venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition"}},"results":[{"id":"W2034359902","doi":"10.2118/106567-ms","title":"Fiber-Optic-Enabled Coiled-Tubing Operations on Alaska's North Slope","year":2007,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","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":"ConocoPhillips (Canada)","funders":"","keywords":"Wireline; Casing; Coiled tubing; Workover; Petroleum engineering; Optical fiber; Reliability (semiconductor); Engineering; Drill pipe; Marine engineering; Geology; Drill; Mechanical engineering; Wireless; Telecommunications","authors":[{"name":"P. D. Escarra","is_ca":false},{"name":"Ignatius Sorman","is_ca":false},{"name":"C. G. Blount","is_ca":true},{"name":"Nancy Fúgate Woods","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01113127310375883,"gpt":0.2186940741071335,"spread":0.2075628010033747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002678196,0.0002252344,0.0001736398,0.0005394331,0.0006260602,0.0002279574,0.0002533053,0.0002196912,0.001269669],"category_scores_gemma":[0.000512465,0.0001217709,0.0001054853,0.0004167785,0.0004456853,0.0002547406,0.0003032173,0.0001893988,0.0002458362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004170457,"about_ca_system_score_gemma":0.0006657026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02284842,"about_ca_topic_score_gemma":0.05240459,"domain_scores_codex":[0.9997798,0.00002800604,0.00001290972,0.00003990468,0.0001125943,0.00002679457],"domain_scores_gemma":[0.9994844,0.00009954613,0.00009356177,0.00007460135,0.0001793109,0.00006858469],"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":[0.00148158,0.0004024667,0.2665437,0.0002549522,0.00005723028,0.003590028,0.004282132,0.02419948,0.5313192,0.000262251,0.001387777,0.1662192],"study_design_scores_gemma":[0.0000831831,0.002910292,0.6819038,0.00009419672,0.00008717539,0.001140924,0.003573666,0.04015924,0.2565408,0.0001673757,0.01323492,0.0001044077],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971346,0.0000311997,0.001565586,0.000008285931,0.000005305586,0.00002409774,0.00009434216,0.0002077275,0.0009288998],"genre_scores_gemma":[0.997094,0.0000185544,0.002017349,0.000003557742,0.000001446631,0.000007294821,0.0000562733,0.000008761018,0.0007926452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02284842,"threshold_uncertainty_score":0.0454309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033700578","doi":"10.2118/113698-ms","title":"Improved Method for Underbalanced Perforating With Coiled Tubing in the South China Sea","year":2008,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Casing; Perforation; Completion (oil and gas wells); Petroleum engineering; Geology; Detonator; Coiled tubing; Marine engineering; Engineering; Mechanical engineering; Explosive material","authors":[{"name":"Graeme Rae","is_ca":false},{"name":"Mohd. Bakri Yusof","is_ca":false},{"name":"Juanih Ghani","is_ca":false},{"name":"Shahril Mokhtar","is_ca":true},{"name":"Jock Munro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01444585551157146,"gpt":0.2291943063217607,"spread":0.2147484508101892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006372043,0.0007217175,0.000531187,0.001034891,0.00061715,0.0005162811,0.0008006414,0.00058644,0.001947509],"category_scores_gemma":[0.001090278,0.0003832432,0.0004445689,0.0007824479,0.0005999437,0.0009694342,0.001015726,0.0005439166,0.0006785412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003942775,"about_ca_system_score_gemma":0.0008337223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001781233,"about_ca_topic_score_gemma":0.00270368,"domain_scores_codex":[0.9991574,0.0001015325,0.00007418311,0.0002395752,0.0003462863,0.00008102541],"domain_scores_gemma":[0.9991567,0.0001080929,0.0001537579,0.0002329433,0.0002878371,0.00006059104],"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":[0.0004357396,0.00006529051,0.02575906,0.0004511791,0.00004662268,0.002152744,0.001159929,0.01018085,0.8095218,0.001079818,0.0007171927,0.1484298],"study_design_scores_gemma":[0.00007121806,0.001297492,0.03402528,0.00008077901,0.0002060161,0.002631048,0.0007688389,0.0774345,0.8678847,0.001084724,0.01434999,0.0001655083],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6488886,0.0005088953,0.3456567,0.0002480069,0.0001451569,0.0002947282,0.0002165684,0.00160021,0.002440972],"genre_scores_gemma":[0.8569863,0.0001697627,0.1404364,0.00004437361,0.0000228693,0.0000783999,0.0001391095,0.0001032735,0.002019512],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001947509,"threshold_uncertainty_score":0.006515086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050980329","doi":"10.2118/130279-ms","title":"Sour Serviceability of Higher-Strength Coiled Tubing: Final Results","year":2010,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Shell Canada","keywords":"Serviceability (structure); Structural engineering; Reversing; Sour gas; Flexural strength; Bending; Materials science; Engineering; Composite material; Waste management","authors":[{"name":"Tomas Padron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01414688558716897,"gpt":0.2283150071729682,"spread":0.2141681215857993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001700128,0.0009510557,0.001111375,0.001230984,0.0007426667,0.0005654139,0.0006392289,0.001115693,0.004803229],"category_scores_gemma":[0.001335927,0.0002026801,0.001013628,0.001004332,0.0007141737,0.0008336934,0.0008236678,0.0007099471,0.001113241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008182867,"about_ca_system_score_gemma":0.0004049391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002169666,"about_ca_topic_score_gemma":0.002389323,"domain_scores_codex":[0.9986947,0.0002924672,0.00006034216,0.0001875955,0.0005542811,0.000210518],"domain_scores_gemma":[0.9978514,0.00039449,0.0001662845,0.00022793,0.001122207,0.0002377232],"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":[0.001841469,0.001536962,0.008597237,0.0008861388,0.00009339148,0.000480131,0.0008776255,0.003734593,0.9529799,0.0002345138,0.0006193338,0.02811874],"study_design_scores_gemma":[0.00006585429,0.01476328,0.02970206,0.00003559905,0.0001159991,0.0003085436,0.0009978733,0.003024615,0.9470891,0.0002077505,0.003624787,0.00006457169],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901671,0.001142845,0.003939686,0.00006251131,0.0000205866,0.0003134123,0.0008731133,0.0001518345,0.003328863],"genre_scores_gemma":[0.9928369,0.0005093405,0.002469932,0.0000670728,0.00002146118,0.00007185288,0.0008673313,0.00006714231,0.003088912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004803229,"threshold_uncertainty_score":0.01606846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970013199","doi":"10.2118/107050-ms","title":"Abrasive Perforating via Coiled Tubing Revisited","year":2007,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Abrasive; Coiled tubing; Tortuosity; Hydraulic fracturing; Petroleum engineering; Wellbore; Geology; Geotechnical engineering; Mechanical engineering; Engineering; Porosity","authors":[{"name":"Darcy Schultz","is_ca":false},{"name":"Dave Thompson","is_ca":false},{"name":"D P Whitney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00905055940055492,"gpt":0.2220230738117603,"spread":0.2129725144112053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006588632,0.0002353383,0.0001740555,0.000643986,0.0007232153,0.001187364,0.0006335712,0.00066561,0.002345673],"category_scores_gemma":[0.00284096,0.0001017538,0.0001874754,0.0008994854,0.001790428,0.0008438794,0.0005724165,0.0005096649,0.0002336078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001826313,"about_ca_system_score_gemma":0.001268248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01619808,"about_ca_topic_score_gemma":0.0367654,"domain_scores_codex":[0.9993092,0.0001387322,0.00002695913,0.00005162849,0.0003403529,0.0001332279],"domain_scores_gemma":[0.9981633,0.0006649126,0.0003613193,0.0001796531,0.0005161661,0.0001145785],"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":[0.0009987029,0.0002264449,0.05785732,0.002047595,0.0001429798,0.01991902,0.005155366,0.03989391,0.1683379,0.04679022,0.004972935,0.6536576],"study_design_scores_gemma":[0.000086385,0.004422545,0.2024395,0.0008349139,0.0003949681,0.03592059,0.01329776,0.02792849,0.3337667,0.03206436,0.3486258,0.0002178842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9475297,0.003439442,0.02001504,0.002074186,0.0001031516,0.00006992443,0.00005285981,0.0003044763,0.02641124],"genre_scores_gemma":[0.9953912,0.0004664835,0.002637555,0.00007227976,0.0000125328,0.000003568486,0.000005999181,0.000007534627,0.00140283],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01619808,"threshold_uncertainty_score":0.03220761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792773434","doi":"10.2118/189903-ms","title":"Digital Slickline Using a Novel RF Transceiver: Case Studies in Kuparuk River: North Slope, Alaska","year":2018,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Digital subscriber line; Computer science; Environmental science; Telecommunications","authors":[{"name":"Frank Heaney","is_ca":false},{"name":"Clive Taylor","is_ca":false},{"name":"T.. Wiese","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03350350793587469,"gpt":0.2640218907357403,"spread":0.2305183827998656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007524058,0.000450924,0.0003188687,0.001015178,0.004563234,0.001385188,0.001086318,0.00190286,0.004666651],"category_scores_gemma":[0.00150982,0.0002424685,0.0003088532,0.001146798,0.001627263,0.001333688,0.001157646,0.001102423,0.0005998974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001880382,"about_ca_system_score_gemma":0.001726496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04310391,"about_ca_topic_score_gemma":0.1421058,"domain_scores_codex":[0.9992643,0.0002038086,0.00004692362,0.00009624375,0.0002632527,0.0001254236],"domain_scores_gemma":[0.9990921,0.0003115047,0.0001235668,0.000063449,0.0002053146,0.000204147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0005295409,0.001705572,0.282702,0.001082328,0.0001511701,0.4125032,0.1332921,0.02489009,0.01565413,0.009340813,0.008658454,0.1094906],"study_design_scores_gemma":[0.00004710396,0.002041704,0.1824852,0.0008303922,0.0003071311,0.05973681,0.5739464,0.02053172,0.01513907,0.006034639,0.1386313,0.0002684296],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813385,0.0003362054,0.002539011,0.0005356735,0.00003676773,0.0000705854,0.0001299869,0.00004419174,0.01496911],"genre_scores_gemma":[0.9842846,0.0004933405,0.00366344,0.00009283802,0.00001553599,0.0000303952,0.00009401292,0.00002441061,0.0113014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04310391,"threshold_uncertainty_score":0.085706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065436203","doi":"10.2118/107014-ms","title":"Sour-Well Serviceability of Higher-Strength Coiled Tubing","year":2007,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Shell (Canada)","funders":"","keywords":"Serviceability (structure); Ultimate tensile strength; Sour gas; Cracking; Materials science; Structural engineering; Stress corrosion cracking; Mechanical strength; Composite material; Corrosion; Forensic engineering; Engineering; Waste management; Natural gas","authors":[{"name":"H. B. Luft","is_ca":false},{"name":"Tomas Padron","is_ca":false},{"name":"Ernie Kee","is_ca":false},{"name":"E. Szklarz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01034203433349814,"gpt":0.2254979280974389,"spread":0.2151558937639408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003931625,0.0002088827,0.0002403542,0.0005709237,0.0002503034,0.0003981651,0.0002761584,0.000363787,0.002716391],"category_scores_gemma":[0.0008358753,0.0001233332,0.0002086096,0.0003305726,0.000318085,0.0006080968,0.0003072552,0.0003024643,0.0003057708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000400898,"about_ca_system_score_gemma":0.0002088168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001534496,"about_ca_topic_score_gemma":0.004444179,"domain_scores_codex":[0.999702,0.00005094333,0.00002366366,0.00005209058,0.0001200799,0.00005104137],"domain_scores_gemma":[0.9991381,0.000149896,0.0001641361,0.00008708089,0.0003698452,0.00009092675],"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":[0.0001806881,0.00001716931,0.005202679,0.00006407867,0.000008013702,0.0002119131,0.0002142261,0.0006298299,0.988925,0.00005012526,0.00004533954,0.004450799],"study_design_scores_gemma":[0.000005453337,0.001218628,0.03996021,0.00001507101,0.00001446835,0.0002454123,0.0005891665,0.001680172,0.954607,0.00005248608,0.0015955,0.00001646172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983805,0.0001438229,0.0008798786,0.00001217245,0.000004342912,0.00001367966,0.00009022006,0.00002510254,0.0004502279],"genre_scores_gemma":[0.9983156,0.00006422206,0.0006681771,0.000008821523,0.000001291067,0.000005154876,0.00008728696,0.00001220686,0.0008372818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002716391,"threshold_uncertainty_score":0.009087265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086488552","doi":"10.2118/113149-ms","title":"Effect of External Mechanical Damage on the Fatigue Life of Coiled Tubing Exposed to Sour Environments","year":2008,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Shell Canada","keywords":"Cracking; Materials science; Transverse plane; Sour gas; Composite material; Fatigue cracking; Structural engineering; Engineering; Waste management","authors":[{"name":"Tomas Padron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01986726136353361,"gpt":0.2251199844335887,"spread":0.2052527230700551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002999593,0.0004706673,0.0004398656,0.0002757514,0.0002058521,0.00024449,0.0002001766,0.0004336255,0.001856053],"category_scores_gemma":[0.0005696923,0.0001663036,0.000278534,0.0002173895,0.0003157622,0.0002542381,0.0003271966,0.0003405392,0.0002010835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001740493,"about_ca_system_score_gemma":0.00009072771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007743,"about_ca_topic_score_gemma":0.001602331,"domain_scores_codex":[0.9996504,0.00007120989,0.0000303081,0.00007134904,0.0001110154,0.00006574667],"domain_scores_gemma":[0.9994247,0.0001333469,0.0001167715,0.00005412349,0.0002043513,0.00006678218],"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":[0.000251259,0.00002781227,0.001328796,0.00006240411,0.00001636048,0.00006646033,0.0001415541,0.0002270702,0.996372,0.000006945551,0.00002094496,0.001478461],"study_design_scores_gemma":[0.000008955793,0.002358092,0.03263448,0.00001755413,0.00003102428,0.00009690528,0.0003089469,0.0008146394,0.9630149,0.00001352475,0.0006859497,0.00001503579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990491,0.0002326201,0.0003713797,0.00000934952,0.000005687826,0.00001071794,0.0000759372,0.000008896183,0.0002362415],"genre_scores_gemma":[0.9983402,0.0001525248,0.0005015634,0.0000235496,0.000002964174,0.00001849973,0.0001550553,0.000009694342,0.0007959214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001856053,"threshold_uncertainty_score":0.006209135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006315355","doi":"10.2118/130632-ms","title":"Deliquification of South Texas Gas Wells Using Corrosion Resistant Coiled Tubing: A Six Year Case History","year":2010,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Coiled tubing; Corrosion; Metallurgy; Completion (oil and gas wells); Carbon steel; Materials science; Engineering; Petroleum engineering","authors":[{"name":"Kelli Poppenhagen","is_ca":true},{"name":"Larry Harms","is_ca":true},{"name":"Ralph R. Wilkinson","is_ca":true},{"name":"Don Glover","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01881792400707749,"gpt":0.2194012670255542,"spread":0.2005833430184767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003077187,0.0007819631,0.000290987,0.0009958711,0.001912748,0.00074076,0.0008632055,0.002014648,0.001892899],"category_scores_gemma":[0.001335537,0.0004159473,0.0004710771,0.0006522226,0.001117936,0.0004588274,0.0007868948,0.001391915,0.0003863342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601564,"about_ca_system_score_gemma":0.0009752143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01101493,"about_ca_topic_score_gemma":0.03637847,"domain_scores_codex":[0.999662,0.00004789646,0.00002264174,0.00005252597,0.00009785388,0.0001170923],"domain_scores_gemma":[0.9992678,0.0001727044,0.0001909513,0.00004166608,0.0001002147,0.0002267832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009708697,0.0003714728,0.03036873,0.0001273716,0.0000175727,0.948179,0.003094752,0.001447198,0.002423223,0.0009090415,0.001075316,0.01188921],"study_design_scores_gemma":[0.00002238836,0.001128219,0.03523731,0.0001448645,0.00004144047,0.9249492,0.008850588,0.0029792,0.0130492,0.0006431177,0.01288555,0.00006880183],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889616,0.000670885,0.002068527,0.001632009,0.00005587286,0.0001263713,0.0001045809,0.00003713022,0.006342904],"genre_scores_gemma":[0.9922506,0.000595703,0.001234127,0.0002958377,0.00003013889,0.00002051896,0.0000532569,0.00001230855,0.005507408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101493,"threshold_uncertainty_score":0.02190167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973516387","doi":"10.2118/106874-ms","title":"Ultradeep Extended-Reach Stimulations","year":2007,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Coiled tubing; Drilling; Well stimulation; Petroleum engineering; Drill pipe; Completion (oil and gas wells); Drill; Directional drilling; Geology; Wellbore; Geotechnical engineering; Engineering; Mechanical engineering; Reservoir engineering; Petroleum","authors":[{"name":"Taylor Tongs","is_ca":false},{"name":"Angela Hinrichs","is_ca":true},{"name":"Rae Spickett","is_ca":false},{"name":"L. Robertson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01192152998536675,"gpt":0.2336593899593998,"spread":0.221737859974033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001142392,0.0001999984,0.0001807165,0.0001593647,0.0001804078,0.0002524244,0.0003283181,0.0003543696,0.008609376],"category_scores_gemma":[0.0002611928,0.0001201593,0.0001599838,0.0001131075,0.0002728311,0.0004549187,0.0007465638,0.0003836477,0.001116226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001362359,"about_ca_system_score_gemma":0.0001819392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003003339,"about_ca_topic_score_gemma":0.0006729022,"domain_scores_codex":[0.9998665,0.000008453378,0.000007378913,0.00002295277,0.00006381221,0.00003090171],"domain_scores_gemma":[0.9998554,0.00004777483,0.00002024875,0.00001749553,0.00003461298,0.00002445036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003464403,0.00007387263,0.0003823906,0.0002606332,0.000009343144,0.0006300503,0.0001189216,0.001081399,0.940645,0.001179277,0.0009794342,0.05429329],"study_design_scores_gemma":[0.0001435209,0.003230069,0.01078531,0.00008705298,0.0000255508,0.002707727,0.0002948362,0.00637974,0.9127532,0.001947315,0.06159402,0.00005162305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8299236,0.003712694,0.1149858,0.0004001324,0.0003861045,0.0005332461,0.0005907624,0.001485412,0.04798233],"genre_scores_gemma":[0.9624329,0.0007703247,0.01666205,0.0002507044,0.0000377882,0.0002045788,0.0001534274,0.00006675458,0.01942161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008609376,"threshold_uncertainty_score":0.02880126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988219565","doi":"10.2118/112863-ms","title":"First Production Log Run in a Heavy-Oil Long-Horizontal Well Through a Y-Tool and Premium Screens","year":2008,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","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":"Petro-Canada","funders":"","keywords":"Workover; Petroleum engineering; Productivity; Coiled tubing; Logging; Well logging; Production (economics); Environmental science; Reservoir engineering; Oil production; Oil field; Geology; Petroleum","authors":[{"name":"Jacobo Montero","is_ca":true},{"name":"Namir Salazar","is_ca":true},{"name":"Tony Fondyga","is_ca":false},{"name":"Kerwin Reyes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.024076429505527,"gpt":0.2529339641623711,"spread":0.2288575346568441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004058507,0.00041343,0.0002591751,0.0006176491,0.000904854,0.0003727885,0.0004334984,0.0003244108,0.004400629],"category_scores_gemma":[0.001104795,0.0002539154,0.000210162,0.0003162291,0.0003935116,0.0003702485,0.0004414389,0.000534202,0.0006169081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006727874,"about_ca_system_score_gemma":0.0008524684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0151725,"about_ca_topic_score_gemma":0.05152196,"domain_scores_codex":[0.999769,0.00003702138,0.00001289806,0.00003515723,0.00008451526,0.00006147743],"domain_scores_gemma":[0.9992926,0.0002842731,0.00005787428,0.0001142527,0.0001319827,0.0001189544],"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":[0.006302871,0.005106099,0.2592245,0.000506032,0.0001123493,0.01352811,0.00685026,0.08908925,0.2600161,0.001544564,0.01391695,0.343803],"study_design_scores_gemma":[0.0005884836,0.01473324,0.532821,0.0001615901,0.0000983528,0.001662191,0.01069998,0.1566952,0.2383558,0.001689758,0.04223093,0.0002634029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870691,0.00001959975,0.007367046,0.00007028237,0.00001513928,0.0002585614,0.0005607402,0.0008492815,0.00379022],"genre_scores_gemma":[0.9873698,0.00002119823,0.008244351,0.00001294438,0.000002862904,0.00007525967,0.0004903701,0.00007102823,0.003712227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0151725,"threshold_uncertainty_score":0.03016835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007047405","doi":"10.2118/113708-ms","title":"The Operational and Economical Impact of CT Spoolable Connectors During the Last Five Years in the Norwegian and Danish Sector of the North Sea: Case Histories","year":2008,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Offshore Engineering and Technologies","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":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"North sea; Norwegian; Computer science; Submarine pipeline; Geology; Oceanography","authors":[{"name":"M. Sach","is_ca":false},{"name":"K. Maribu","is_ca":true},{"name":"John Erik Haga","is_ca":false},{"name":"Kjell Tore Nesvik","is_ca":false},{"name":"C. Boye-Moller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009051840770930112,"gpt":0.197492934365707,"spread":0.1884410935947769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006953166,0.0007940684,0.0004221558,0.001757918,0.001722796,0.001329787,0.0006829724,0.001702035,0.002661621],"category_scores_gemma":[0.001962947,0.0005404585,0.0009528401,0.001890993,0.001791113,0.0008415864,0.001598884,0.001482539,0.0004438211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002796341,"about_ca_system_score_gemma":0.001584672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02646393,"about_ca_topic_score_gemma":0.03954721,"domain_scores_codex":[0.9987549,0.0002014515,0.0001454877,0.0001549166,0.0003482497,0.0003950389],"domain_scores_gemma":[0.9985939,0.0002157121,0.0005601653,0.00005102405,0.0001852029,0.0003939504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0001829733,0.0002360196,0.3384171,0.0004300303,0.0000944186,0.6347376,0.007707512,0.0007330493,0.0008262182,0.001032501,0.003212453,0.01239012],"study_design_scores_gemma":[0.0000110711,0.0005571558,0.2907799,0.0007400739,0.0001633351,0.6536585,0.03378391,0.0006293876,0.001124559,0.0004766038,0.01792906,0.0001464637],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871112,0.005631237,0.0006873752,0.0008909074,0.0001306176,0.00005633686,0.0004343046,0.00001092875,0.005047077],"genre_scores_gemma":[0.9942614,0.00334504,0.0002524102,0.0002648512,0.00005851719,0.00001172549,0.0001601595,0.00001297102,0.001632952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02646393,"threshold_uncertainty_score":0.05261976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054353865","doi":"10.2118/130672-ms","title":"The First Through-Tubing Capillary String Installation in the UK Sector of the North Sea","year":2010,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","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":"Nalco (Canada)","funders":"","keywords":"Capillary action; Separator (oil production); Gas lift; Coiled tubing; Petroleum engineering; Wellbore; Materials science; Artificial lift; Environmental science; Mechanics; Geology; Composite material","authors":[{"name":"Bruce Bremner","is_ca":false},{"name":"L. M. Murphy","is_ca":false},{"name":"Ralph Affinito","is_ca":false},{"name":"Alan Larnach","is_ca":false},{"name":"Dale Sanders","is_ca":false},{"name":"Michael J. Taggart","is_ca":false},{"name":"Michael J. Willis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01056135618780882,"gpt":0.2017054329037709,"spread":0.191144076715962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002743696,0.0003661338,0.0001836042,0.0009653668,0.001193487,0.0007163962,0.0002850797,0.0005481315,0.005809234],"category_scores_gemma":[0.0006672547,0.0002896476,0.0003136786,0.0008227171,0.0008640424,0.0005526875,0.0006516513,0.0004010633,0.001125152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002604194,"about_ca_system_score_gemma":0.002427283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1146662,"about_ca_topic_score_gemma":0.2599029,"domain_scores_codex":[0.9995393,0.00004715854,0.00002429473,0.0001197812,0.0001783792,0.0000911856],"domain_scores_gemma":[0.9993475,0.00009632247,0.00006859936,0.00005192398,0.0003186826,0.0001169345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.001410744,0.0003063233,0.3298359,0.001259846,0.0001199668,0.01531058,0.008413812,0.005589066,0.3703273,0.003692052,0.006345847,0.2573887],"study_design_scores_gemma":[0.00005058467,0.001650179,0.8174483,0.00019438,0.00007376208,0.001699153,0.005668657,0.003371932,0.07480904,0.0002172129,0.09466913,0.0001478172],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746624,0.0004862082,0.001427653,0.0002003695,0.00008243924,0.0001352266,0.0005802043,0.0001815866,0.02224393],"genre_scores_gemma":[0.9814941,0.0002392677,0.002285671,0.00005090331,0.000006700535,0.00003123323,0.0002441753,0.00002321074,0.01562489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1146662,"threshold_uncertainty_score":0.2279976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325587457","doi":"10.2118/168294-ms","title":"Coiled Tubing Material Selection for Velocity Strings in Sour Brine Service","year":2014,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Shell (Canada)","funders":"Shell Canada","keywords":"Coiled tubing; Subsea; Sour gas; Corrosion; Materials science; Stress corrosion cracking; Material selection; Metallurgy; Welding; Carbon steel; Workover; Composite material; Petroleum engineering; Engineering; Marine engineering; Waste management; Natural gas","authors":[{"name":"I. M. Ward","is_ca":true},{"name":"C.. Lynn","is_ca":true},{"name":"Rob H. Lander Christopher A. Shaw","is_ca":true},{"name":"S.. Hervo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009874231850902075,"gpt":0.2102447642206863,"spread":0.2003705323697842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000854578,0.0005106659,0.0003627434,0.001709825,0.0006328141,0.0005504581,0.0005518918,0.0005302737,0.006319324],"category_scores_gemma":[0.001687844,0.0002439503,0.0003458958,0.0008236098,0.0002274329,0.0004911518,0.000463322,0.0002805095,0.002349087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005643186,"about_ca_system_score_gemma":0.0006310912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001641843,"about_ca_topic_score_gemma":0.006865878,"domain_scores_codex":[0.9993954,0.00008107323,0.00006737912,0.00008165955,0.0002968441,0.00007751578],"domain_scores_gemma":[0.9988517,0.0001277967,0.0001861294,0.0001099552,0.0005872028,0.000137338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001199818,0.0004313951,0.01745138,0.000475485,0.00001978602,0.0009931094,0.0003100821,0.005298708,0.861097,0.0005430958,0.002624492,0.1095557],"study_design_scores_gemma":[0.0001245081,0.01056774,0.07359519,0.0001550794,0.0001180657,0.001108548,0.0008396526,0.009379731,0.8567125,0.0002879876,0.04698731,0.0001237787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838175,0.0002648074,0.01006777,0.00007962857,0.00007859339,0.0004085955,0.0004287779,0.0005831752,0.004271279],"genre_scores_gemma":[0.9646327,0.000189647,0.02842205,0.00003841634,0.00001340287,0.0001250794,0.0004704111,0.000185364,0.005922877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006319324,"threshold_uncertainty_score":0.02114022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981901051","doi":"10.2118/113724-ms","title":"Improved System for Accessing Multilateral Wells in Canada","year":2008,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wellbore; Computer science; Completion (oil and gas wells); Petroleum engineering; Key (lock); Position (finance); Function (biology); Engineering; Systems engineering; Computer security","authors":[{"name":"Bonnie Harber","is_ca":false},{"name":"John Stuker","is_ca":false},{"name":"D. Pipchuk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01355058653017206,"gpt":0.2058345214704356,"spread":0.1922839349402636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006680946,0.0004930276,0.000275069,0.001364961,0.001321042,0.0008572616,0.001019096,0.0004879127,0.009203755],"category_scores_gemma":[0.001299229,0.0002308014,0.0001551792,0.001326028,0.0004278131,0.0007048666,0.00148117,0.0004129284,0.001640377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007840269,"about_ca_system_score_gemma":0.01328873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6864511,"about_ca_topic_score_gemma":0.7356945,"domain_scores_codex":[0.9986799,0.00008066241,0.00004702624,0.0002296717,0.000772352,0.0001903174],"domain_scores_gemma":[0.9981989,0.00009335236,0.00006083,0.00009874654,0.001415972,0.0001323027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001462466,0.0005529829,0.06097822,0.0003612037,0.00004645262,0.001402451,0.003300399,0.01361876,0.2583455,0.005353286,0.03365357,0.6209247],"study_design_scores_gemma":[0.0004400568,0.001342118,0.1371647,0.0002363372,0.0002061313,0.0009879174,0.004274997,0.26852,0.2508324,0.001638273,0.3337182,0.0006387676],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7064096,0.0006670931,0.1730277,0.001795794,0.0002254835,0.003198017,0.008150135,0.03747287,0.06905338],"genre_scores_gemma":[0.8843797,0.0002840573,0.08445606,0.0002217094,0.0000349984,0.0003650586,0.00198706,0.0001941193,0.02807719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3135489,"threshold_uncertainty_score":0.6307908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049059057","doi":"10.2118/168264-ms","title":"Cut & Cap Process for Surface Casing Vent Flow Repair and Prevention","year":2014,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Casing; Petroleum engineering; Oil well; Abandonment (legal); Annulus (botany); Petroleum industry; Completion (oil and gas wells); Workover; Fossil fuel; Drilling; Engineering; Borehole; Forensic engineering; Mining engineering; Geology; Mechanical engineering; Geotechnical engineering; Waste management; Materials science; Environmental engineering","authors":[{"name":"Djillali Sahnoun","is_ca":false},{"name":"Jason Schneider","is_ca":false},{"name":"Chuck Sylvestre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01977234377903826,"gpt":0.2547133928243063,"spread":0.234941049045268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003732124,0.000770928,0.0004671857,0.001547486,0.001056043,0.00106778,0.00105326,0.0008890947,0.01343893],"category_scores_gemma":[0.001022601,0.000431556,0.0004455693,0.0005647843,0.0004759149,0.0005129385,0.0005133154,0.001006892,0.003086464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005696295,"about_ca_system_score_gemma":0.001504371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01201995,"about_ca_topic_score_gemma":0.01948941,"domain_scores_codex":[0.9990411,0.00002534122,0.00003270383,0.00009423542,0.0007235628,0.00008284813],"domain_scores_gemma":[0.9990203,0.0001226554,0.0001603262,0.00008971348,0.0005244222,0.0000826559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005314215,0.0004521951,0.005747999,0.0009502464,0.00002914821,0.001825604,0.0004913735,0.006410096,0.6248371,0.002079732,0.01507787,0.3415673],"study_design_scores_gemma":[0.00008078819,0.00120012,0.02109613,0.0001863842,0.0000900857,0.002002098,0.0004197746,0.03685414,0.8565907,0.0005472017,0.08083437,0.00009818537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5708998,0.006235021,0.3265533,0.00106791,0.001481382,0.002785674,0.00194176,0.0163317,0.0727035],"genre_scores_gemma":[0.8760409,0.0007031997,0.094777,0.0002509544,0.00005623202,0.0001733815,0.0008060663,0.0003403592,0.02685187],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01343893,"threshold_uncertainty_score":0.04495776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094140087","doi":"10.2118/168278-ms","title":"Optimizing Horizontal Wellbore Design to Extend Reach with Coiled Tubing","year":2014,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","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":"Athabasca University","funders":"","keywords":"Wellbore; Coiled tubing; Petroleum engineering; Limiting; Engineering; Mechanical engineering","authors":[{"name":"J.V. Forrester","is_ca":true},{"name":"John Yeung","is_ca":false},{"name":"F.. Marzara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01117171573756883,"gpt":0.2040285633746599,"spread":0.192856847637091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004486867,0.0005194888,0.0003904066,0.0007302837,0.0003569397,0.0008612162,0.0004638357,0.0005626721,0.002745617],"category_scores_gemma":[0.001442463,0.0003101409,0.0002634809,0.0003332289,0.0003836658,0.0009431796,0.0005859855,0.0002480269,0.0005489034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006061436,"about_ca_system_score_gemma":0.0006297289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112851,"about_ca_topic_score_gemma":0.002734301,"domain_scores_codex":[0.9996,0.00007460613,0.00003286304,0.00006894414,0.0001088787,0.0001146224],"domain_scores_gemma":[0.9990019,0.0002344255,0.0002947019,0.00007701606,0.0002912963,0.0001006653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007630348,0.0002731522,0.0123704,0.0006233439,0.00005122949,0.0005279269,0.0002761744,0.2698113,0.6394503,0.00333227,0.001081461,0.07143935],"study_design_scores_gemma":[0.0001538076,0.005029321,0.02586298,0.0001576624,0.0002514013,0.000642157,0.0007377527,0.3908996,0.5512468,0.002293461,0.02257567,0.0001492877],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8282304,0.0005651744,0.1597591,0.0001688868,0.00004963402,0.000146951,0.0001359958,0.0008792657,0.01006455],"genre_scores_gemma":[0.9848033,0.00008248167,0.01429232,0.0000137988,0.00000278569,0.00002750167,0.00002729592,0.00002747778,0.0007230359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002745617,"threshold_uncertainty_score":0.009185016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060714561","doi":"10.2118/106639-ms","title":"16Cr Coiled-Tubing Field Trial at Prudhoe Bay, Alaska","year":2007,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","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":"BP (Canada)","funders":"","keywords":"Abrasive; Materials science; Abrasion (mechanical); Field (mathematics); Forensic engineering; Composite material; Engineering","authors":[{"name":"J. Y. Julian","is_ca":true},{"name":"Bryan McLellan","is_ca":true},{"name":"B. McNerlin","is_ca":true},{"name":"John R. Martin","is_ca":false},{"name":"W. D. Van Arnam","is_ca":false},{"name":"Brian Normoyle","is_ca":false},{"name":"Steven M. Tipton","is_ca":false},{"name":"K. W. Burke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01188947538999534,"gpt":0.2294004671334889,"spread":0.2175109917434936,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001395934,0.0004566459,0.0004945226,0.0004363637,0.001120292,0.000367293,0.0007255424,0.0006240401,0.003254336],"category_scores_gemma":[0.001145252,0.0002560352,0.0002768016,0.0002731507,0.0005605267,0.0005264246,0.0005082365,0.0005825629,0.0004759153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172394,"about_ca_system_score_gemma":0.001258877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02460032,"about_ca_topic_score_gemma":0.05789594,"domain_scores_codex":[0.9994915,0.0001139743,0.00002731159,0.0001460513,0.00014515,0.00007604192],"domain_scores_gemma":[0.9983974,0.0001927304,0.0001495601,0.0001404514,0.0008251869,0.0002946359],"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":[0.0406796,0.02820919,0.1276226,0.001078116,0.0002786891,0.00339771,0.006176988,0.02075652,0.641495,0.0006147305,0.003665793,0.1260251],"study_design_scores_gemma":[0.003102509,0.4393355,0.2973062,0.0001354043,0.0003202547,0.0006743752,0.006810117,0.008152454,0.2177407,0.000389632,0.02588648,0.0001464059],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998113,0.00002514244,0.0004479834,0.00002229126,0.00001204121,0.0002666141,0.00009767561,0.00003789822,0.0009773778],"genre_scores_gemma":[0.9914274,0.00006335544,0.002209746,0.00004231388,0.000007779164,0.0001952935,0.0003468559,0.00001140359,0.005695759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02460032,"threshold_uncertainty_score":0.04891425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2303670994","doi":"10.2118/179088-ms","title":"Optimizing Bridge Plug Milling Efficiency Utilizing Weight-On-Bit to Control Debris Size: A Comparative Study of the Debris Size vs Weight-On-Bit Utilizing Five Bladed Carbide Mill, Tri-Cone and PDC Bits","year":2016,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Shell (Canada)","funders":"Shell Canada","keywords":"Drilling; Spark plug; Plug-in; Rate of penetration; Bit (key); Computer science; Engineering; Mechanical engineering; Operating system","authors":[{"name":"John Yeung","is_ca":false},{"name":"T.F. Fraser","is_ca":false},{"name":"Kevin Thiessen","is_ca":false},{"name":"Oleg Medvedev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02088573803772529,"gpt":0.2424825434295133,"spread":0.221596805391788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005895397,0.0003966293,0.000569594,0.0005744688,0.0002022489,0.0007292131,0.0005196976,0.000319028,0.0007961642],"category_scores_gemma":[0.0009095775,0.0002050577,0.0003053108,0.0005648009,0.0002069155,0.0005751007,0.000248948,0.0003271994,0.000228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421605,"about_ca_system_score_gemma":0.0001589825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004143293,"about_ca_topic_score_gemma":0.00103811,"domain_scores_codex":[0.9995061,0.000046155,0.00005486292,0.00006623034,0.0002686761,0.0000580246],"domain_scores_gemma":[0.9990782,0.0002742144,0.0002109319,0.00007716949,0.0003007059,0.00005877081],"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":[0.001864349,0.0006974176,0.006218829,0.0007470509,0.0000543239,0.0002222203,0.0002010012,0.004006696,0.9273491,0.0001711704,0.0003176111,0.05815016],"study_design_scores_gemma":[0.00006317405,0.01083669,0.04560235,0.00003283308,0.0001817981,0.0002435309,0.0004683888,0.01330617,0.9256305,0.00007666503,0.003493959,0.0000639283],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995671,0.000524375,0.002970608,0.00001626196,0.00001911409,0.00004194168,0.00007617491,0.00005709908,0.0006235103],"genre_scores_gemma":[0.9928283,0.0003853157,0.005646938,0.00001299754,0.000005946814,0.00002826431,0.00008846723,0.00002833627,0.0009753593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007961642,"threshold_uncertainty_score":0.0031178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789241305","doi":"10.2118/189930-ms","title":"Coiled Tubing Drilling: Case Study, New Zealand","year":2018,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Coiled tubing; Completion (oil and gas wells); Injector; Drilling; Drill string; Engineering; Drilling fluid; Petroleum industry; Drilling rig; Asset (computer security); Oil field; Computer science; Mechanical engineering; Environmental engineering","authors":[{"name":"Soheil Kariminejad","is_ca":false},{"name":"Henrik Lundin","is_ca":false},{"name":"Lucas Horvath","is_ca":false},{"name":"Steven Sweet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01742048497037785,"gpt":0.2420203700791873,"spread":0.2245998851088095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006527957,0.0007081274,0.000327629,0.00138598,0.002356102,0.001315468,0.001084772,0.001911983,0.003265605],"category_scores_gemma":[0.004305346,0.0004045962,0.0004435648,0.001750011,0.002189965,0.0007005181,0.001000695,0.001050257,0.0003721565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003835248,"about_ca_system_score_gemma":0.002879597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1061527,"about_ca_topic_score_gemma":0.3116473,"domain_scores_codex":[0.9992416,0.0001308428,0.00006188358,0.00007863852,0.0003204643,0.0001666282],"domain_scores_gemma":[0.9990484,0.0002818543,0.0002357034,0.00005510327,0.0001270314,0.0002519041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001815263,0.0004916677,0.0538939,0.0007454318,0.00003921279,0.8769905,0.02212535,0.002081799,0.005740585,0.003449277,0.003309702,0.0309511],"study_design_scores_gemma":[0.00006055296,0.000979269,0.07103952,0.0005961671,0.00006849416,0.8118462,0.06244968,0.00310613,0.00351776,0.001492625,0.04473658,0.0001070225],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781483,0.001375503,0.002138283,0.001456658,0.00007476164,0.0002905671,0.0001496919,0.00002232912,0.01634389],"genre_scores_gemma":[0.9880635,0.002053105,0.003201895,0.0002529816,0.00003452782,0.00005081528,0.00005658456,0.00002187076,0.006264694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1061527,"threshold_uncertainty_score":0.2110696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061146390","doi":"10.2118/107101-ms","title":"Water-Shutoff Treatment in Wells With Single-String Multizone Completion Intervals (Brownfields)","year":2007,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","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":"Schlumberger (Canada)","funders":"","keywords":"Aquifer; Completion (oil and gas wells); Petroleum engineering; Water level; Oil field; Produced water; Environmental science; Infill; Engineering; Environmental engineering; Groundwater; Civil engineering; Geotechnical engineering","authors":[{"name":"Victor E. Uadiale","is_ca":true},{"name":"G. Oghie Otaru","is_ca":false},{"name":"Vincent Nwabueze","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01669997213421572,"gpt":0.2303216390097478,"spread":0.2136216668755321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003490105,0.0003201002,0.0003179932,0.0003844425,0.0004221438,0.000368806,0.0003484036,0.0003982915,0.001759629],"category_scores_gemma":[0.0003678758,0.0001297846,0.0002775177,0.0002870248,0.0002672585,0.000383322,0.0003330158,0.0003442291,0.0002474149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004951561,"about_ca_system_score_gemma":0.0005242517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004845637,"about_ca_topic_score_gemma":0.009559639,"domain_scores_codex":[0.9998017,0.00002184958,0.00001234327,0.00005410494,0.00006425985,0.00004570986],"domain_scores_gemma":[0.9997079,0.00004732411,0.00006670319,0.00003300071,0.00008421643,0.00006076923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002047218,0.0007506587,0.016034,0.0003668769,0.00003093955,0.001081607,0.0004321508,0.01764517,0.9120523,0.0006320297,0.0009929009,0.04793413],"study_design_scores_gemma":[0.0001977568,0.006918737,0.0286429,0.0000640829,0.00005210355,0.0003352786,0.0006199366,0.0399338,0.9175016,0.0003450957,0.005333316,0.00005549389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938949,0.0001658941,0.004933985,0.0000313655,0.00002491421,0.00005743363,0.00008325434,0.00009587926,0.000712469],"genre_scores_gemma":[0.9943395,0.00006953713,0.004333043,0.000009299936,0.000002455857,0.00002188965,0.00004924196,0.00000837025,0.001166596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004845637,"threshold_uncertainty_score":0.009634912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036471173","doi":"10.2118/130428-ms","title":"Sealing Casing Leaks through the Remote Deployment of Discrete Particles","year":2010,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","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":"ConocoPhillips (Canada)","funders":"","keywords":"Casing; Leak; Subsea; Workover; Seal (emblem); Petroleum engineering; Marine engineering; Pipeline transport; Software deployment; Engineering; Leak detection; Oil field; Geology; Geotechnical engineering; Mechanical engineering","authors":[{"name":"M. J. Loveland","is_ca":true},{"name":"P.. Klein","is_ca":true},{"name":"N. J. Ryan","is_ca":false},{"name":"Cory Bowie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01737511549184634,"gpt":0.2450560564547359,"spread":0.2276809409628895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003175185,0.0002661932,0.0002757754,0.0003290121,0.0004122977,0.0006266676,0.0003563068,0.0006007771,0.0009559523],"category_scores_gemma":[0.0008167116,0.0001405836,0.0002061536,0.0001816816,0.0004650554,0.0007265997,0.0008527173,0.0004556378,0.0004583607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003125556,"about_ca_system_score_gemma":0.0003022706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125759,"about_ca_topic_score_gemma":0.001511792,"domain_scores_codex":[0.9996407,0.00003021367,0.00002976296,0.00007137543,0.0001541302,0.00007384381],"domain_scores_gemma":[0.9994831,0.00009782667,0.0001717753,0.00009859185,0.0001167874,0.00003181776],"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":[0.0001718838,0.00005650844,0.006597471,0.0002207078,0.00001596323,0.001934475,0.0007234894,0.005594472,0.9295156,0.001136596,0.0005837028,0.05344914],"study_design_scores_gemma":[0.00001864232,0.001328244,0.008636459,0.00004742376,0.00004133696,0.001514063,0.0006528324,0.01453842,0.9557106,0.0003776586,0.01708284,0.00005140951],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611492,0.0005686807,0.03380816,0.0001487181,0.00007159785,0.00009602025,0.00004574743,0.0005951569,0.003516729],"genre_scores_gemma":[0.9907582,0.0001533976,0.007397097,0.00002403963,0.00000609716,0.00001315624,0.00002434918,0.00002104735,0.001602592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00125759,"threshold_uncertainty_score":0.003197908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965390829","doi":"10.2118/106848-ms","title":"Economic Recovery of Gulf of Mexico Shelf Reserves Using an Integrated Approach to Well Services","year":2007,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Marine and Offshore Engineering Studies","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":"Apache (Canada)","funders":"","keywords":"Modular design; Control (management); Asset (computer security); Invoice; Computer science; Business; Operations management; Operations research; Risk analysis (engineering); Engineering","authors":[{"name":"Chad Nicosia","is_ca":false},{"name":"M. E. Fremin","is_ca":false},{"name":"Neal Matthews","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01709020635656138,"gpt":0.240042694903445,"spread":0.2229524885468836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005380248,0.0004494849,0.0002334194,0.001850315,0.0005017553,0.00182569,0.0007414843,0.0004288349,0.004772875],"category_scores_gemma":[0.0006477744,0.0001962107,0.000465568,0.0009636708,0.0003142072,0.0006846641,0.001131566,0.0005195178,0.0001840885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004291577,"about_ca_system_score_gemma":0.003100295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02940828,"about_ca_topic_score_gemma":0.05126346,"domain_scores_codex":[0.9995878,0.0000927845,0.00001472197,0.00004533986,0.0001612681,0.00009800389],"domain_scores_gemma":[0.9997752,0.00003733208,0.00005848869,0.00001945371,0.00007123149,0.0000382015],"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":[0.0007900879,0.001500669,0.04421858,0.0005000781,0.000268739,0.001224822,0.0004866571,0.5157187,0.02913755,0.0380525,0.005082939,0.3630186],"study_design_scores_gemma":[0.0001639263,0.002686841,0.1324464,0.000360352,0.0003471631,0.0004771258,0.003866211,0.7647947,0.02639192,0.01104805,0.05729035,0.0001268831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8527791,0.0006254777,0.07657583,0.001043766,0.00004121222,0.001225656,0.0005937177,0.0003033348,0.06681195],"genre_scores_gemma":[0.9642633,0.0004025526,0.02392885,0.00002099355,0.0000103922,0.0001578994,0.0001328752,0.00002272977,0.01106044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02940828,"threshold_uncertainty_score":0.05847418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005115263","doi":"10.2118/107102-ms","title":"Opportunities for Rigless CT Intervention for Marginal Fields in Offshore Nigeria","year":2007,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","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":"Schlumberger (Canada)","funders":"","keywords":"Submarine pipeline; Intervention (counseling); Work (physics); Production (economics); Task (project management); Yield (engineering); Marginal cost; Computer science; Psychological intervention; Risk analysis (engineering); Business; Operations management; Engineering; Economics; Systems engineering; Microeconomics; Mechanical engineering; Medicine","authors":[{"name":"Victor E. Uadiale","is_ca":true},{"name":"Daniel Asedegbega","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04957151474397788,"gpt":0.3020019623950616,"spread":0.2524304476510837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004478818,0.0001644107,0.0001134337,0.0002327791,0.001056994,0.0006172292,0.0002791428,0.0004368738,0.007380895],"category_scores_gemma":[0.001054891,0.0001113649,0.0001292517,0.0001694245,0.0006072454,0.0003890232,0.0007162048,0.0002897138,0.0003110449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007985576,"about_ca_system_score_gemma":0.001708411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008441163,"about_ca_topic_score_gemma":0.03133519,"domain_scores_codex":[0.999752,0.0001202021,0.000006845518,0.00001296447,0.00001894746,0.00008910329],"domain_scores_gemma":[0.9995463,0.0002425112,0.00004766006,0.00002473055,0.00003582652,0.0001028689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003566662,0.00433026,0.4292242,0.001008404,0.00005143812,0.04014762,0.01769198,0.131745,0.04917761,0.0411589,0.006307526,0.2755905],"study_design_scores_gemma":[0.0005538691,0.01083445,0.3761884,0.001001087,0.0001053825,0.009150388,0.1864422,0.2396491,0.03491854,0.04455625,0.09636533,0.0002350182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9869657,0.00005191705,0.003635611,0.0002853794,0.000007392555,0.00008484546,0.00002569576,0.00002472787,0.008918706],"genre_scores_gemma":[0.997228,0.00005066575,0.001477987,0.000006497628,0.000001003384,0.00002236039,0.000007968398,0.000001863829,0.001203589],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008441163,"threshold_uncertainty_score":0.02469158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2308993794","doi":"10.2118/179057-ms","title":"Pushing the Limits of Tractor Technology to Rejuvenate Steam Injection Wells in Canada","year":2016,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wireline; Petroleum engineering; Steam injection; Tractor; Injection well; Completion (oil and gas wells); Engineering; Borehole; Coiled tubing; Environmental science; Mechanical engineering; Geotechnical engineering; Telecommunications","authors":[{"name":"Rodrigo Feliu","is_ca":false},{"name":"Greg Giem","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01135792439999275,"gpt":0.2290807321355098,"spread":0.2177228077355171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001439046,0.0004473112,0.000344399,0.001208802,0.003405652,0.00206691,0.001634835,0.0007695459,0.004265789],"category_scores_gemma":[0.001758804,0.0004291602,0.0006009793,0.001199674,0.001495954,0.001048196,0.001202162,0.001231482,0.0006832018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03186935,"about_ca_system_score_gemma":0.05344135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9119713,"about_ca_topic_score_gemma":0.9655288,"domain_scores_codex":[0.9975939,0.0001014791,0.00005557022,0.0001928377,0.001326768,0.0007293288],"domain_scores_gemma":[0.996929,0.0001830348,0.0001620019,0.0001401326,0.002022597,0.0005632291],"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":[0.002029412,0.0009716114,0.123403,0.001873991,0.000259501,0.007473191,0.005569864,0.03882167,0.2681718,0.02731052,0.04366029,0.4804551],"study_design_scores_gemma":[0.0002192473,0.001971638,0.252326,0.0009162059,0.0002119929,0.001809579,0.01457311,0.04352507,0.156395,0.004564783,0.522881,0.0006062261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8721654,0.00655686,0.03565898,0.006866053,0.0003387789,0.0006936766,0.002199619,0.001871895,0.0736489],"genre_scores_gemma":[0.9509772,0.002500439,0.02298693,0.0004234543,0.00001408415,0.00007735393,0.0009253702,0.0001970874,0.02189808],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08802873,"threshold_uncertainty_score":0.2312294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587789255","doi":"10.2118/184753-ms","title":"Overcoming Challenges of Stimulating a Deepwater Frac-Pack-Completed Well in the Gulf of Mexico Using Coiled Tubing with Real-Time Downhole Measurements","year":2017,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","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":"Kellogg's (Canada)","funders":"","keywords":"Well stimulation; Productivity; Petroleum engineering; Wellbore; Hydraulic fracturing; Computer science; Engineering; Geology; Petroleum; Reservoir engineering","authors":[{"name":"Eric Gagen","is_ca":false},{"name":"Alex D. Menkhaus","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0406778126148454,"gpt":0.2671450257538797,"spread":0.2264672131390343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000586611,0.000336771,0.0002531718,0.0003868928,0.0006803015,0.0005299134,0.0004438527,0.000504082,0.0007096376],"category_scores_gemma":[0.0005718861,0.0001589493,0.0001684483,0.0002062257,0.0005100398,0.0004389765,0.0005693093,0.000452243,0.0001823619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007420867,"about_ca_system_score_gemma":0.0009087438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006142751,"about_ca_topic_score_gemma":0.02195096,"domain_scores_codex":[0.9996576,0.00003404476,0.00001581905,0.00006181931,0.0001752786,0.00005542007],"domain_scores_gemma":[0.9995516,0.00009241086,0.00008850553,0.00006088311,0.0001598318,0.00004678414],"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":[0.0003291048,0.0001714144,0.04455562,0.0001875963,0.00001944076,0.001257841,0.001034283,0.01967146,0.8380774,0.0004194538,0.0007085943,0.09356777],"study_design_scores_gemma":[0.00006633752,0.002046691,0.1170943,0.00008767208,0.00009468651,0.00062262,0.00335228,0.09772549,0.7604346,0.000617826,0.01775587,0.0001016532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607234,0.0001077684,0.03657885,0.0002060976,0.00002559517,0.0001216947,0.00008672907,0.0003329399,0.001817028],"genre_scores_gemma":[0.9790107,0.00005708819,0.02008697,0.00002391475,0.000005270304,0.00003849445,0.00002963917,0.00001420772,0.0007337476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006142751,"threshold_uncertainty_score":0.012214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789604497","doi":"10.2118/189947-ms","title":"Utilizing Ultrasonic Imaging Technology to Evaluate a Lateral Entry Module","year":2018,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","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":"ConocoPhillips (Canada)","funders":"","keywords":"Scanner; Ultrasonic sensor; Transducer; Flexibility (engineering); Acoustics; Ultrasound; Beamforming; Computer science; Completion (oil and gas wells); Ultrasonic imaging; Engineering; Artificial intelligence; Electrical engineering; Mechanical engineering; Telecommunications","authors":[{"name":"Marianne Trygg Solberg","is_ca":false},{"name":"M. O. Sullivan","is_ca":true},{"name":"Steve G. Drake","is_ca":true},{"name":"Tarjei Rommetveit","is_ca":false},{"name":"Duncan Troup","is_ca":false},{"name":"Joel Johns","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01095487823483125,"gpt":0.2488177874373025,"spread":0.2378629092024713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004216844,0.0003801562,0.0002111466,0.001640796,0.000222229,0.0004665017,0.0002860667,0.0005040848,0.002005096],"category_scores_gemma":[0.001054158,0.0002094269,0.0002007743,0.0005734527,0.0002962516,0.0005181049,0.0004435027,0.0003360558,0.0007217347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000241225,"about_ca_system_score_gemma":0.0003139398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133092,"about_ca_topic_score_gemma":0.002250182,"domain_scores_codex":[0.9996044,0.00004302345,0.00003059473,0.00006932804,0.0002097163,0.00004290786],"domain_scores_gemma":[0.998975,0.0001643457,0.0002002741,0.00004646666,0.0005470436,0.00006682092],"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":[0.0002139975,0.00012454,0.1335693,0.00009136524,0.00001944614,0.0006142255,0.0007943565,0.001174923,0.8103604,0.0001853175,0.0002885129,0.05256368],"study_design_scores_gemma":[0.00001764724,0.002595688,0.3936388,0.00006745591,0.00009045816,0.001546034,0.002505892,0.02752805,0.5668377,0.0002717111,0.004819931,0.00008050926],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668548,0.0001547862,0.03065592,0.00002773373,0.00001407537,0.0001410911,0.0002104767,0.000286342,0.001654903],"genre_scores_gemma":[0.9744227,0.00008073609,0.02338788,0.00003549606,0.000004080515,0.00005487209,0.0001849566,0.00002389793,0.00180537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002005096,"threshold_uncertainty_score":0.006707728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032634698","doi":"10.2118/113648-ms","title":"Improved Cooperation Between Service Company and Operator for Faster Development of Better Tools","year":2008,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","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":"Impact","funders":"","keywords":"Vendor; Computer science; Service (business); Operator (biology); Field (mathematics); Set (abstract data type); Reliability (semiconductor); Engineering management; Systems engineering; Operations research; Engineering","authors":[{"name":"Stephen McLaughlin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04696186385011328,"gpt":0.2726225714801779,"spread":0.2256607076300647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02080167,0.00132551,0.0005721388,0.001728518,0.00283337,0.006180972,0.002240567,0.002986102,0.02590426],"category_scores_gemma":[0.02206715,0.0006601549,0.0005785614,0.001113748,0.001623546,0.008947552,0.009048378,0.003501822,0.00975805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003417472,"about_ca_system_score_gemma":0.0103737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004472573,"about_ca_topic_score_gemma":0.003705529,"domain_scores_codex":[0.9711783,0.01204662,0.001210757,0.001823882,0.0100846,0.003655914],"domain_scores_gemma":[0.9643209,0.007448436,0.002754805,0.005280974,0.01424576,0.00594907],"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":[0.0006107519,0.001547015,0.01245661,0.001094182,0.00006975255,0.003275197,0.01738694,0.00936325,0.08016422,0.02283002,0.07561934,0.7755826],"study_design_scores_gemma":[0.0003029719,0.002335271,0.02149062,0.001081114,0.00007385725,0.004827757,0.03022668,0.04802444,0.05080627,0.02457691,0.8157202,0.0005338212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.182925,0.001831597,0.6492468,0.04713355,0.001892703,0.001974411,0.000235233,0.01121721,0.1035434],"genre_scores_gemma":[0.6459336,0.0007250018,0.3092668,0.003286654,0.000555023,0.0004667448,0.0005573669,0.00214463,0.03706416],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02590426,"threshold_uncertainty_score":0.110011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014631447","doi":"10.2118/130395-ms","title":"Case Study: Shallow Surface Casing Corrosion Mitigation Evaluation","year":2010,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Non-Destructive Testing Techniques","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":"ConocoPhillips (Canada)","funders":"","keywords":"Casing; Annulus (botany); Corrosion; Underwater; Geology; Materials science; Geotechnical engineering; Environmental science; Petroleum engineering; Composite material","authors":[{"name":"Robert Blakney","is_ca":false},{"name":"M. J. Loveland","is_ca":true},{"name":"P.. Klein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02844244242579932,"gpt":0.2857235578917923,"spread":0.257281115465993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001298013,0.000788754,0.0005882764,0.0009974883,0.000683505,0.0007042456,0.001032508,0.001062242,0.001570805],"category_scores_gemma":[0.002824715,0.0002499703,0.0004653113,0.0006332944,0.0005139234,0.0005409071,0.0005056199,0.0004540564,0.0003281863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207285,"about_ca_system_score_gemma":0.001321108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01346619,"about_ca_topic_score_gemma":0.02761159,"domain_scores_codex":[0.998926,0.0002782118,0.00005533063,0.000116598,0.0004639674,0.0001598315],"domain_scores_gemma":[0.9973067,0.0008561814,0.0002595965,0.0002422005,0.001121707,0.0002135784],"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":[0.003842513,0.00752841,0.1201174,0.003112982,0.000381128,0.02881615,0.00435594,0.3992224,0.1892036,0.004278724,0.01184789,0.2272929],"study_design_scores_gemma":[0.0009202845,0.02364528,0.09753929,0.0003871936,0.000589485,0.005476744,0.01466098,0.571978,0.2510394,0.002175898,0.03128979,0.0002977285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886553,0.0001020857,0.006869306,0.0001488879,0.00001526418,0.000450865,0.0002935088,0.0002830529,0.003181507],"genre_scores_gemma":[0.9859149,0.0001075384,0.01156231,0.00003373221,0.000004707601,0.0001043611,0.000241094,0.00002273149,0.002008639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01346619,"threshold_uncertainty_score":0.0267756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010149263","doi":"10.2118/113695-ms","title":"Coiled-Tubing-Conveyed Proppant Treatment Yields Increase in Production Efficiency and Return on Investment","year":2008,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Production (economics); Investment (military); Well stimulation; Coiled tubing; Return on investment; Environmental science; Petroleum engineering; Production efficiency; Natural resource economics; Business; Operations management; Engineering; Geology; Economics; Reservoir engineering; Mechanical engineering; Microeconomics","authors":[{"name":"Zeke T. Peak","is_ca":false},{"name":"Matthew Montes","is_ca":false},{"name":"David Natenberg","is_ca":false},{"name":"Marc Durkee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01773872899294271,"gpt":0.2262945445626275,"spread":0.2085558155696848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002374061,0.0001779104,0.0001842335,0.0004593644,0.0001693927,0.0003394542,0.0002212936,0.0002016747,0.004070414],"category_scores_gemma":[0.000298641,0.00006917722,0.000147151,0.0003738159,0.0001682191,0.0002441844,0.0001486956,0.0002936947,0.000501051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000603441,"about_ca_system_score_gemma":0.0002837592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002289357,"about_ca_topic_score_gemma":0.00539836,"domain_scores_codex":[0.999813,0.00001942185,0.000009203695,0.00002951526,0.0000970613,0.00003185634],"domain_scores_gemma":[0.999736,0.0000455278,0.00006856611,0.00002932411,0.00009636332,0.00002420293],"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":[0.0005528297,0.0002571647,0.01264295,0.0001605056,0.00003676203,0.000246088,0.00003857465,0.01582574,0.8891667,0.0006959312,0.001323101,0.0790536],"study_design_scores_gemma":[0.00004558705,0.001159173,0.08121079,0.00001615823,0.00006354882,0.0002638065,0.0001155816,0.02673018,0.8755249,0.0003306793,0.01452097,0.0000185693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718316,0.0002342517,0.01923572,0.0001211433,0.00003184727,0.00005495526,0.0003026863,0.0001754785,0.008012294],"genre_scores_gemma":[0.9907492,0.00006037308,0.004972045,0.00002052606,0.00000491987,0.00001029679,0.0001919707,0.00001933929,0.003971388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004070414,"threshold_uncertainty_score":0.01361686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000841364","doi":"10.2118/113907-ms","title":"Innovative Tool for Coiled-Tubing Depth Measurement Increases Productivity and Minimizes Costs While Improving Accuracy and Safety","year":2008,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Natural Resources","funders":"","keywords":"Coiled tubing; Injector; Geology; Petroleum engineering; Mechanical engineering; Engineering","authors":[{"name":"Paul I. Ohaegbu","is_ca":false},{"name":"Sheldon Minish","is_ca":false},{"name":"Collin D. Morris","is_ca":false},{"name":"Doug Boyd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02727782819155333,"gpt":0.2289461055135333,"spread":0.20166827732198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001464062,0.00113054,0.0005856694,0.003358943,0.0007844678,0.001538464,0.002301158,0.001031117,0.009203411],"category_scores_gemma":[0.004779011,0.00055944,0.0003738124,0.002629143,0.0007934576,0.002248765,0.001222639,0.0007564051,0.003347503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147832,"about_ca_system_score_gemma":0.002018838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004354686,"about_ca_topic_score_gemma":0.009314684,"domain_scores_codex":[0.9956844,0.0003159351,0.0001678927,0.0004912267,0.003202942,0.0001376976],"domain_scores_gemma":[0.993353,0.0008530226,0.001038899,0.0009456992,0.003536778,0.0002726789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002526922,0.0002236955,0.01836086,0.0004847545,0.00003594898,0.0004004144,0.0005565591,0.003973835,0.2679075,0.005735518,0.01527285,0.6867953],"study_design_scores_gemma":[0.0001502815,0.001536206,0.05172631,0.0003292764,0.0002155871,0.003625091,0.0007826019,0.09298646,0.5770367,0.003211893,0.2678803,0.0005193433],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05713255,0.0007262123,0.9121662,0.0007985978,0.0003987021,0.00070247,0.0008550257,0.0125461,0.01467423],"genre_scores_gemma":[0.2083528,0.0003370921,0.7782323,0.0003123977,0.0001236326,0.0003112195,0.00047476,0.000394796,0.01146112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009203411,"threshold_uncertainty_score":0.03078848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987680444","doi":"10.2118/107106-ms","title":"Coiled-Tubing Fracturing on Slant-Well Operations","year":2007,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Wellhead; Workover; Petroleum engineering; Coiled tubing; Flexibility (engineering); Truck; Well stimulation; Pipeline transport; Oil well; Petroleum; Directional drilling; Engineering; Marine engineering; Geology; Drilling; Mechanical engineering; Automotive engineering; Reservoir engineering","authors":[{"name":"D. A. Pipchuk","is_ca":false},{"name":"M. J. Henriksen","is_ca":false},{"name":"Mark L. Day","is_ca":false},{"name":"Kimberley Boyko","is_ca":false},{"name":"Danny W. Scott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01127283511378188,"gpt":0.2278517081981102,"spread":0.2165788730843283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002641568,0.0003241106,0.0002333618,0.0006755125,0.0003604754,0.0002804478,0.0003541519,0.000258339,0.002427156],"category_scores_gemma":[0.0005603699,0.0001221956,0.0002437564,0.0003317616,0.0003078111,0.0003889463,0.0003035143,0.0001849134,0.0005367627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004557278,"about_ca_system_score_gemma":0.0006597586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003192706,"about_ca_topic_score_gemma":0.00760485,"domain_scores_codex":[0.9996766,0.0000256287,0.00002156814,0.00002756211,0.0001848432,0.00006386504],"domain_scores_gemma":[0.999447,0.00009132722,0.0001168452,0.0000972086,0.0001800953,0.00006741127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007502974,0.0001582711,0.01503134,0.0002836889,0.00002632278,0.001030621,0.0002711722,0.02518455,0.8254812,0.0006517006,0.001275154,0.1298558],"study_design_scores_gemma":[0.00004728905,0.00296309,0.06499484,0.00003966676,0.00004221209,0.0005065777,0.0002409816,0.03054137,0.8908162,0.0002981401,0.009438127,0.0000715412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9829658,0.0001937529,0.01291701,0.00004905591,0.00003090621,0.0001120562,0.000262575,0.0006284183,0.002840522],"genre_scores_gemma":[0.9943364,0.00005856315,0.004460019,0.000006201866,0.000003739382,0.00001128362,0.0001050167,0.00001892111,0.0009998318],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003192706,"threshold_uncertainty_score":0.008119643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012175106","doi":"10.2118/130689-ms","title":"Selective Fracturing of a Series of Perforations in a Horizontal Well Using a Resettable Straddle System","year":2010,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","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":"Casing; Straddle; Geology; Borehole; Petroleum engineering; Geotechnical engineering; Engineering","authors":[{"name":"J.. Thompson","is_ca":false},{"name":"Matthew Tomich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01042015639339617,"gpt":0.2159272493007143,"spread":0.2055070929073182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001980922,0.0001979528,0.0001948243,0.0004176075,0.0003168626,0.0002974949,0.0004043973,0.0002130049,0.001467881],"category_scores_gemma":[0.0002395486,0.000163682,0.0001928524,0.0002579036,0.0003073279,0.0002356637,0.0003599339,0.0002054513,0.0003525979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003117423,"about_ca_system_score_gemma":0.0005150946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003690713,"about_ca_topic_score_gemma":0.01512331,"domain_scores_codex":[0.9998326,0.000009899039,0.00001221413,0.0000299863,0.00007511544,0.00004022769],"domain_scores_gemma":[0.999757,0.00004174982,0.00004825645,0.00004520146,0.0000741957,0.00003351951],"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":[0.0002602986,0.00006981825,0.009537333,0.0001057247,0.00001206912,0.0009167389,0.000260458,0.004792465,0.9449546,0.0002955576,0.0002401682,0.03855468],"study_design_scores_gemma":[0.00005174027,0.002853377,0.03941156,0.00002733232,0.00004197513,0.0008897266,0.000651577,0.01836505,0.9332979,0.0001125085,0.004257231,0.00004010153],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907801,0.00006170724,0.007879931,0.00002497384,0.000007609693,0.00003872586,0.00006470336,0.000159338,0.0009828826],"genre_scores_gemma":[0.9911205,0.00002970759,0.007710874,0.000006502154,0.000001163784,0.000007133909,0.00003842362,0.000007672758,0.001078001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003690713,"threshold_uncertainty_score":0.007338464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2306274008","doi":"10.2118/179095-ms","title":"The Use of Coiled Tubing for Deployment of Electrical Heaters in Downhole Applications","year":2016,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Oil and Gas Production Techniques","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":"Coiled tubing; Fabrication; High voltage; Mechanical engineering; Voltage; Engineering; Electrical engineering; Materials science","authors":[{"name":"C. Sandberg","is_ca":false},{"name":"Keith Thomas","is_ca":false},{"name":"Scott Penny","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0244658331567056,"gpt":0.2440222294509564,"spread":0.2195563962942508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008540469,0.0004203724,0.0002544313,0.0008938242,0.0003031959,0.0006447299,0.0005060835,0.0005324414,0.001774755],"category_scores_gemma":[0.00110568,0.0002148109,0.0003162478,0.0005277925,0.0004251725,0.001142261,0.000451673,0.0005369272,0.001106891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000452533,"about_ca_system_score_gemma":0.0003090249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005153143,"about_ca_topic_score_gemma":0.0009162775,"domain_scores_codex":[0.9992587,0.0002076373,0.00005704049,0.0001123634,0.000302807,0.00006147998],"domain_scores_gemma":[0.9988781,0.0003237707,0.0002336434,0.0001523223,0.0003661819,0.0000460115],"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":[0.0001750472,0.0001188606,0.002683638,0.001569925,0.00002457663,0.0007468172,0.00051947,0.001768434,0.6272233,0.001562442,0.002418622,0.3611889],"study_design_scores_gemma":[0.00002323661,0.00198742,0.01131883,0.0002973229,0.00006873141,0.00261233,0.0004158907,0.002066898,0.8120776,0.0004710087,0.1685962,0.00006444194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6472582,0.05518626,0.2626782,0.001106072,0.0009497393,0.0008240037,0.0005138604,0.002602255,0.02888137],"genre_scores_gemma":[0.838349,0.02182244,0.1251878,0.0002500128,0.0001552929,0.0001205682,0.0003919682,0.0002882554,0.01343461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001774755,"threshold_uncertainty_score":0.005937159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}