{"meta":{"query_hash":"a60508a2c225","filters":{"venue":"Proceedings of SPE/ICoTA Coiled Tubing Roundtable"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/a60508a2c225","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings+of+SPE%2FICoTA+Coiled+Tubing+Roundtable"},"results":[{"id":"W4233900915","doi":"10.2523/60734-ms","title":"Composite Coiled Tubing Solution","year":2000,"lang":"en","type":"article","venue":"Proceedings of SPE/ICoTA Coiled Tubing Roundtable","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of British Columbia","keywords":"Casing; Coiled tubing; Petroleum engineering; Materials science; Thermal conductivity; Drop (telecommunication); Composite number; Thermal; Heat exchanger; Pressure drop; Mechanical engineering; Composite material; Mechanics; Engineering; Thermodynamics","score_opus":0.010219511146211988,"score_gpt":0.2097884663494669,"score_spread":0.1995689552032549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233900915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8568665,0.00031384217,0.000058307247,0.0003660273,0.00018161834,0.00035046617,0.0000050788794,0.00014959641,0.14170858],"genre_scores_gemma":[0.9626739,0.0004932543,0.0035922828,0.00014033269,0.00012556702,0.000029307941,0.000014732255,0.00006389958,0.032866728],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99709857,0.000016020835,0.0006865312,0.00069123105,0.0006631444,0.00084452826],"domain_scores_gemma":[0.99911547,0.00006129564,0.00030873038,0.00020381981,0.00006303291,0.00024767622],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000639348,0.00038378363,0.00052707916,0.00010452984,0.00044299243,0.00033355822,0.0005282849,0.00021011173,0.006417353],"category_scores_gemma":[0.000034217333,0.0003639657,0.0001506238,0.0008229027,0.00020070821,0.0021202995,0.0002243467,0.00042020233,0.0008667505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039801927,0.000654397,0.055466484,0.00024019367,0.00018342285,0.000009557418,0.0023716183,0.0060721426,0.9056017,0.0013514917,0.0058542415,0.021796731],"study_design_scores_gemma":[0.01743256,0.0026327414,0.040161353,0.0034434246,0.0014789657,0.0006894182,0.0027923712,0.14184287,0.52921414,0.03928087,0.21313371,0.007897565],"about_ca_topic_score_codex":0.0010351592,"about_ca_topic_score_gemma":0.000011709536,"teacher_disagreement_score":0.37638754,"about_ca_system_score_codex":0.00047739124,"about_ca_system_score_gemma":0.000017594211,"threshold_uncertainty_score":0.9999112},"labels":[],"label_agreement":null},{"id":"W4248088004","doi":"10.2523/68364-ms","title":"Optimizing Acid Treatments With the Use of Jet Blasting Tool","year":2001,"lang":"en","type":"article","venue":"Proceedings of SPE/ICoTA Coiled Tubing Roundtable","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Abu dhabi; Citation; Rock blasting; Library science; Computer science; Information retrieval; World Wide Web; Mining engineering; Engineering; Archaeology; Geography","score_opus":0.026786687419029596,"score_gpt":0.21235191767760675,"score_spread":0.18556523025857716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248088004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950176,0.00028905462,0.0011114992,0.00021034291,0.0000952579,0.00029450702,0.0000049443274,0.00045999343,0.002516803],"genre_scores_gemma":[0.9682879,0.00044172734,0.029268717,0.000019848438,0.00011038689,0.000051284343,0.0000031678615,0.00006885799,0.0017481182],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986402,0.0000037382501,0.00038996845,0.00027661727,0.00029898042,0.00039051473],"domain_scores_gemma":[0.9992258,0.00005611574,0.00019476975,0.00016977439,0.00030228443,0.000051289204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002044489,0.00027873536,0.00037548458,0.00015434387,0.00013864404,0.00024698596,0.0002359335,0.00008056212,0.000022717244],"category_scores_gemma":[0.00006642374,0.00019920894,0.0000746593,0.0005798006,0.00007199585,0.002070199,0.00006318584,0.00020539555,0.0000030574824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051252556,0.0005048619,0.0931561,0.0013442438,0.0011653682,0.000013072996,0.004638784,0.026444988,0.8138523,0.0011322327,0.008064173,0.049171347],"study_design_scores_gemma":[0.0008056397,0.00032309713,0.0007013786,0.0005604418,0.00018837923,0.00009465551,0.000746729,0.004849503,0.9846432,0.00025083625,0.0063978555,0.00043827112],"about_ca_topic_score_codex":0.00010660238,"about_ca_topic_score_gemma":0.000006012475,"teacher_disagreement_score":0.17079091,"about_ca_system_score_codex":0.0001447865,"about_ca_system_score_gemma":0.000016861299,"threshold_uncertainty_score":0.81235045},"labels":[],"label_agreement":null},{"id":"W4251575076","doi":"10.2523/60690-ms","title":"Fracturing Through Coiled Tubing - Recent Developments and Case Histories","year":2000,"lang":"en","type":"article","venue":"Proceedings of SPE/ICoTA Coiled Tubing Roundtable","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Coiled tubing; Computer science; Engineering; Library science; Petroleum engineering","score_opus":0.012488856198784381,"score_gpt":0.21417343224990773,"score_spread":0.20168457605112336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251575076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703562,0.0022500928,0.00008415194,0.00027111618,0.00042827163,0.0003094525,0.000006327134,0.0010144793,0.025279902],"genre_scores_gemma":[0.9716468,0.0053716754,0.017777726,0.000058666417,0.00021728741,0.00006811175,0.0000070483406,0.00010635859,0.0047463253],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99794143,0.000005170855,0.0006335353,0.000510347,0.00032765663,0.000581849],"domain_scores_gemma":[0.9992807,0.000040050625,0.00013321868,0.000156891,0.00025839327,0.00013074883],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032512608,0.00040781492,0.0005134589,0.00016515408,0.00033242378,0.00036145773,0.00020485121,0.00017451,0.0002564421],"category_scores_gemma":[0.00007559578,0.00043827255,0.000058562655,0.00046115834,0.00008445667,0.0028893272,0.00008062323,0.00037172626,0.000012888176],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005755242,0.00073638995,0.024232352,0.006594523,0.0012058378,0.00040557038,0.039954886,0.0017082639,0.12561342,0.0037676706,0.030467318,0.76473826],"study_design_scores_gemma":[0.0015237904,0.0001830054,0.0004334553,0.0008013871,0.00015841538,0.0020893791,0.0019367813,0.0006132126,0.71491116,0.0056020524,0.27022266,0.0015247234],"about_ca_topic_score_codex":0.00023641915,"about_ca_topic_score_gemma":0.0000104535775,"teacher_disagreement_score":0.7632135,"about_ca_system_score_codex":0.0004963452,"about_ca_system_score_gemma":0.000032286815,"threshold_uncertainty_score":0.9998069},"labels":[],"label_agreement":null},{"id":"W4252327714","doi":"10.2523/60728-ms","title":"Pipeline Intervention From a Dynamically Positioned Mono-Hull Vessel via a Flexible Riser","year":2000,"lang":"en","type":"article","venue":"Proceedings of SPE/ICoTA Coiled Tubing Roundtable","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Citation; Pipeline (software); Computer science; Download; Library science; World Wide Web; Operating system","score_opus":0.0054884316219181856,"score_gpt":0.20653826525488336,"score_spread":0.2010498336329652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252327714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763116,0.0007572495,0.005266095,0.00043107735,0.00028665335,0.0003608917,0.000034414305,0.0016814567,0.014870548],"genre_scores_gemma":[0.9760274,0.00050758565,0.0122415945,0.000043456417,0.0002985759,0.0000819432,0.000067408226,0.00009410376,0.010637912],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980972,0.000006418852,0.0006875012,0.0004620322,0.0003139015,0.0004329659],"domain_scores_gemma":[0.999238,0.000024975989,0.0001356109,0.00018716423,0.00029251483,0.00012173858],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026020507,0.00033287905,0.00045042453,0.00022037866,0.00012061912,0.0002965573,0.00031699715,0.00018400313,0.0007541822],"category_scores_gemma":[0.000029916193,0.00036262494,0.00016921897,0.00050027785,0.000047654,0.0018728541,0.00005329382,0.00032611203,0.00009171343],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000791474,0.001315387,0.003553535,0.0014325817,0.00052096555,0.0000069136086,0.0014029891,0.0031896986,0.75046366,0.0011406528,0.027791468,0.20839068],"study_design_scores_gemma":[0.0019939062,0.00032254192,0.00093640445,0.0010374523,0.00021944399,0.00004337236,0.00022723943,0.053063042,0.88823664,0.044774044,0.008128161,0.0010177444],"about_ca_topic_score_codex":0.00060540193,"about_ca_topic_score_gemma":0.000007899488,"teacher_disagreement_score":0.20737293,"about_ca_system_score_codex":0.00026398827,"about_ca_system_score_gemma":0.000011600234,"threshold_uncertainty_score":0.9998826},"labels":[],"label_agreement":null},{"id":"W4255722152","doi":"10.2523/60747-ms","title":"Optimizing and Managing Coiled Tubing Frac Strings","year":2000,"lang":"en","type":"article","venue":"Proceedings of SPE/ICoTA Coiled Tubing Roundtable","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Information retrieval; Library science; Engineering; World Wide Web; Algorithm; Combinatorics; Mathematics","score_opus":0.005989700508079318,"score_gpt":0.18005883189723468,"score_spread":0.17406913138915536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255722152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95031273,0.003394188,0.0028781996,0.000106518884,0.00035795508,0.00031987787,0.0000070259125,0.0012853533,0.041338142],"genre_scores_gemma":[0.98326796,0.00272254,0.010470593,0.000034534227,0.00025857706,0.000033139808,0.0000070592314,0.00019481,0.0030108052],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973067,0.0000041022245,0.00071222364,0.0005823814,0.00042275307,0.0009718595],"domain_scores_gemma":[0.99918264,0.0000998961,0.00011648374,0.00020283854,0.00014009398,0.00025803247],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004696489,0.00055013556,0.0007188841,0.0003628429,0.0002555483,0.00071455777,0.00038515698,0.00020388103,0.00015052638],"category_scores_gemma":[0.000048919934,0.00063728006,0.00012524475,0.00065474387,0.00006659988,0.002274062,0.00010139604,0.0005592794,0.000029517914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015652123,0.00016663343,0.006612973,0.004645584,0.0007076278,0.00003460261,0.005959232,0.7367188,0.14927886,0.004801438,0.001750252,0.0891675],"study_design_scores_gemma":[0.002848129,0.00018717536,0.0004955922,0.003285876,0.00029231384,0.00015919175,0.0016110701,0.8929917,0.075947754,0.0020692758,0.017861404,0.0022505152],"about_ca_topic_score_codex":0.00011401525,"about_ca_topic_score_gemma":0.0000025240047,"teacher_disagreement_score":0.15627293,"about_ca_system_score_codex":0.00023967857,"about_ca_system_score_gemma":0.000017643357,"threshold_uncertainty_score":0.99960786},"labels":[],"label_agreement":null}]}