{"meta":{"query_hash":"2b6a55443daa","filters":{"venue":"North Africa Technical Conference and Exhibition"},"cohort_total":15,"direct_labels_cover":0,"predictions_cover":15,"exported":15,"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/2b6a55443daa","api":"https://metacan.xera.ac/api/v1/cohort?venue=North+Africa+Technical+Conference+and+Exhibition"},"results":[{"id":"W1965100167","doi":"10.2118/151062-ms","title":"A New Emulsified Acid to Stimulate Deep Wells In Carbonate Reservoirs: Coreflood and Acid Reaction Studies","year":2012,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"AkzoNobel (Canada)","funders":"","keywords":"Dissolution; Carbonate; Naphthenic acid; Permeability (electromagnetism); Reaction rate; Petroleum engineering; Corrosion; Chemistry; Geology; Chemical engineering; Mineralogy; Materials science; Organic chemistry; Catalysis","score_opus":0.039907178838486324,"score_gpt":0.26182016767523003,"score_spread":0.2219129888367437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965100167","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":[0.98830277,0.0028791395,0.005623067,0.0004750237,0.00008877457,0.00025078733,0.000005896185,0.0002762543,0.0020983135],"genre_scores_gemma":[0.99773616,0.0009922319,0.0010254557,0.000044236516,0.00009420924,0.000025264057,0.000014993683,0.000018129902,0.000049347622],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99881,0.000036973044,0.00029733087,0.0002616699,0.00019028275,0.0004037711],"domain_scores_gemma":[0.99935544,0.000054381962,0.000035096793,0.00021034226,0.000054036005,0.00029072724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020019966,0.00020833199,0.00033000193,0.00022533354,0.00007390805,0.000041659132,0.000084970365,0.00015197824,0.000013833604],"category_scores_gemma":[0.0000997016,0.00018200651,0.00004257863,0.0003737282,0.00004317369,0.00028075403,0.000083210456,0.0003143345,0.000015566693],"study_design_candidate":"observational","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":[0.0013605044,0.0008766523,0.08372732,0.00226348,0.0013236555,0.00021818109,0.045106545,0.11593843,0.46415764,0.0010810511,0.009475444,0.27447107],"study_design_scores_gemma":[0.007825094,0.0017617277,0.73168826,0.002194891,0.001183767,0.00015626184,0.0060089543,0.12290315,0.07191151,0.007947018,0.041126784,0.0052925656],"about_ca_topic_score_codex":0.00014985693,"about_ca_topic_score_gemma":0.00089367887,"teacher_disagreement_score":0.64796096,"about_ca_system_score_codex":0.00006879395,"about_ca_system_score_gemma":0.000011856818,"threshold_uncertainty_score":0.74220103},"labels":[],"label_agreement":null},{"id":"W1973785183","doi":"10.2118/126029-ms","title":"Application of Chemical Tracers in IOR: A Case History","year":2010,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Oncolytics Biotech (Canada)","funders":"","keywords":"Petroleum engineering; TRACER; Fluid dynamics; Geology; Flood myth; Permeability (electromagnetism); Water injection (oil production); Petrology; Mechanics; Chemistry","score_opus":0.023173702578812138,"score_gpt":0.21267815887048178,"score_spread":0.18950445629166965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973785183","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":[0.9919187,0.00008263546,0.0014005777,0.00019876986,0.000041821935,0.00014390239,0.000016688067,0.000091543625,0.0061053564],"genre_scores_gemma":[0.9980969,0.000021247008,0.0016919604,0.00011047433,0.000018580113,0.00000582713,0.00004234007,0.0000019784911,0.000010701538],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99930274,0.000019347906,0.00020548471,0.00021245134,0.00011665291,0.0001433135],"domain_scores_gemma":[0.999612,0.00005394429,0.00006932429,0.00014595244,0.00004251455,0.000076309094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017171836,0.00008478262,0.00013279651,0.00010579798,0.000024455618,0.000007849285,0.00008575856,0.000115555624,0.00025731555],"category_scores_gemma":[0.000044691158,0.000077276214,0.000029221253,0.00012724737,0.00021448982,0.00013314502,0.000009653101,0.00029561692,0.000009040998],"study_design_candidate":"observational","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":[0.00013079039,0.00015257731,0.2712978,0.0000887339,0.000005233281,0.0001347441,0.00082882977,0.00001104369,0.07534585,0.0018530418,0.00451087,0.64564043],"study_design_scores_gemma":[0.003578219,0.0013441663,0.46781015,0.00026215002,0.00013904022,0.0038126549,0.001411535,0.275374,0.055969533,0.026030924,0.16169474,0.0025729],"about_ca_topic_score_codex":0.0022523631,"about_ca_topic_score_gemma":0.0009421484,"teacher_disagreement_score":0.64306754,"about_ca_system_score_codex":0.000009391441,"about_ca_system_score_gemma":0.000043131007,"threshold_uncertainty_score":0.34049144},"labels":[],"label_agreement":null},{"id":"W1975306843","doi":"10.2118/127847-ms","title":"Rejuvenation Issaran Field – Case Study","year":2010,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Oil in place; Dolomite; Geology; Petroleum engineering; Permeability (electromagnetism); Oil production; Oil field; Production (economics); Plateau (mathematics); Mining engineering; Petroleum; Geochemistry; Paleontology; Mathematics","score_opus":0.0367198267171618,"score_gpt":0.27868382858470087,"score_spread":0.24196400186753908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975306843","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":[0.9475329,0.000017025579,0.04883931,0.00006100637,0.00012059814,0.00018548506,0.0000028381787,0.000432472,0.002808374],"genre_scores_gemma":[0.9961457,0.000010983104,0.0036942028,0.000010297698,0.000054975157,0.000035522364,0.0000065816885,0.00001201171,0.000029712117],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993714,0.00002206647,0.0001844861,0.00015831164,0.00011964234,0.00014407664],"domain_scores_gemma":[0.9995351,0.00010288211,0.000016538921,0.0001984806,0.000058894813,0.000088146044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018640303,0.00011163452,0.00012291972,0.00008660883,0.0000767322,0.000053568405,0.00006108372,0.00011517466,0.000058931128],"category_scores_gemma":[0.00010065036,0.00010665835,0.00002607956,0.00016816278,0.000018373144,0.0001386749,0.000019471712,0.000373394,0.000005486192],"study_design_candidate":"simulation_or_modeling","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":[0.00019212016,0.0013386569,0.11252002,0.00065328676,0.000203344,0.003936109,0.010390799,0.1460601,0.17484555,0.011068966,0.008614345,0.5301767],"study_design_scores_gemma":[0.0037369516,0.0015788584,0.06190303,0.00009042543,0.00015106164,0.0019479478,0.0020104884,0.8972113,0.0060059554,0.0044538737,0.01894997,0.0019601495],"about_ca_topic_score_codex":0.000030063338,"about_ca_topic_score_gemma":0.000403082,"teacher_disagreement_score":0.7511512,"about_ca_system_score_codex":0.000008259986,"about_ca_system_score_gemma":0.000007180387,"threshold_uncertainty_score":0.43494013},"labels":[],"label_agreement":null},{"id":"W1979440550","doi":"10.2118/152753-ms","title":"Optimization of SAGD in Conductive Fractured Reservoir","year":2012,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Enhanced Oil Recovery Techniques","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":"Injector; Geology; Fracture (geology); Electrical conductor; Petroleum engineering; Drainage; Geotechnical engineering; Process (computing); Materials science; Engineering; Composite material; Mechanical engineering; Computer science","score_opus":0.03142915044867386,"score_gpt":0.2433160007673706,"score_spread":0.21188685031869672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979440550","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":[0.87535816,0.0005329493,0.10680002,0.00004102087,0.00006406962,0.00031218491,0.000023204047,0.00044672523,0.016421665],"genre_scores_gemma":[0.98787326,0.00027940414,0.011721918,0.0000094961215,0.000017839537,0.00004765229,0.000030271362,0.000012718291,0.0000074541304],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99930644,0.000023643392,0.00023124406,0.0001169979,0.00011520677,0.00020645648],"domain_scores_gemma":[0.9996457,0.000053658398,0.00004310381,0.00013483115,0.00006111815,0.00006156237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012537563,0.000110777095,0.00017843436,0.00012263414,0.000017767035,0.0000095710875,0.00006631222,0.00014963809,0.00005623079],"category_scores_gemma":[0.000073168376,0.0001092251,0.000024920497,0.00024359269,0.00005750873,0.00040906106,0.000027011893,0.00020536773,0.0000021571364],"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":[0.0005824996,0.0013846939,0.15118532,0.0015595609,0.00013532276,0.000020453283,0.009952679,0.19884306,0.52858585,0.02246968,0.007308149,0.077972695],"study_design_scores_gemma":[0.0026321735,0.0010972532,0.45384875,0.0013455147,0.00013062822,0.000037110804,0.0007972559,0.09414454,0.41599843,0.021163553,0.0062322277,0.0025725754],"about_ca_topic_score_codex":0.000013398449,"about_ca_topic_score_gemma":0.000071825874,"teacher_disagreement_score":0.30266342,"about_ca_system_score_codex":0.000048386562,"about_ca_system_score_gemma":0.000011124908,"threshold_uncertainty_score":0.445407},"labels":[],"label_agreement":null},{"id":"W1979576614","doi":"10.2118/127707-ms","title":"Lessons Learned from Drilling Horizontal Wells on Didon Field; Offshore Tunisia","year":2010,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Drilling and Well Engineering","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":"Nutrasource","funders":"","keywords":"Drilling; Petroleum engineering; Submarine pipeline; Geology; Wellbore; Completion (oil and gas wells); Measurement while drilling; Oil field; Offshore drilling; Directional drilling; Well drilling; Oil production; Engineering; Mining engineering; Geotechnical engineering; Mechanical engineering","score_opus":0.03593570110764971,"score_gpt":0.23306763895614782,"score_spread":0.1971319378484981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979576614","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":[0.9496128,0.00007656761,0.034196816,0.00055111543,0.00042956657,0.00014634065,0.00004508145,0.00094279746,0.013998907],"genre_scores_gemma":[0.9985146,0.0002516004,0.0008340708,0.000035665667,0.00021647448,0.000018537563,0.00007209098,0.000029215507,0.000027737397],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901354,0.0000100522875,0.00021128275,0.00030162575,0.00017004515,0.00029345992],"domain_scores_gemma":[0.99939895,0.00012670882,0.000025216128,0.00026439986,0.000032845346,0.00015188444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079711295,0.00021194012,0.00021486492,0.00008389244,0.000097726785,0.0000816311,0.00013045665,0.00024662507,0.00008898945],"category_scores_gemma":[0.00004860174,0.00020630915,0.00006203538,0.00013177918,0.00004075375,0.00011581553,0.00003216473,0.00074508804,0.00004287163],"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":[0.00014822025,0.00021017536,0.0039934902,0.00016948946,0.000099238714,0.0000819376,0.0010456876,0.013808446,0.49643925,0.022140725,0.0047588632,0.4571045],"study_design_scores_gemma":[0.0032203866,0.0019324671,0.047568716,0.0012858073,0.0002986849,0.000056657667,0.0004889921,0.5786975,0.16951445,0.030438423,0.16188848,0.0046094405],"about_ca_topic_score_codex":0.00003793795,"about_ca_topic_score_gemma":0.00021691344,"teacher_disagreement_score":0.5648891,"about_ca_system_score_codex":0.000017540764,"about_ca_system_score_gemma":0.0000125092565,"threshold_uncertainty_score":0.8413043},"labels":[],"label_agreement":null},{"id":"W2010852696","doi":"10.2118/128376-ms","title":"A New Criteria to Predict Stuck Pipe Occurrence","year":2010,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Petroleum engineering; Drilling; Viscosity; Drilling fluid; Oil viscosity; Environmental science; Engineering; Geology; Geotechnical engineering; Forensic engineering; Mechanical engineering; Materials science","score_opus":0.01951910293802991,"score_gpt":0.22694018294532609,"score_spread":0.20742108000729617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010852696","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":[0.5071561,0.000104987994,0.47924927,0.00020571538,0.0007233258,0.0003554376,0.00008468393,0.0018746578,0.010245839],"genre_scores_gemma":[0.9949695,0.000043687192,0.0047099404,0.000024920808,0.00014470525,0.000027412163,0.000025352216,0.000014261065,0.00004025721],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914336,0.000005448286,0.00019197063,0.00023266688,0.0001421943,0.00028436005],"domain_scores_gemma":[0.9993965,0.0000309564,0.000013791241,0.00021470735,0.000044276574,0.0002997446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008075899,0.00016789767,0.00016394582,0.00009276442,0.000051868297,0.00008114453,0.00013403657,0.00011935661,0.0001230722],"category_scores_gemma":[0.00005553103,0.00016677163,0.000032314972,0.00022121263,0.000024901967,0.00013897692,0.000041680876,0.00036860586,0.000051632218],"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":[0.00007625695,0.000120193035,0.0063780225,0.0004626359,0.0000496192,0.000043326294,0.0016897633,0.0061700726,0.5645577,0.004596916,0.07888414,0.3369714],"study_design_scores_gemma":[0.0033530646,0.0018263572,0.14546077,0.0013723839,0.00027566103,0.00026892888,0.00022038078,0.28104264,0.049717177,0.009245953,0.5015296,0.0056870976],"about_ca_topic_score_codex":0.0000107478845,"about_ca_topic_score_gemma":0.000104161234,"teacher_disagreement_score":0.5148405,"about_ca_system_score_codex":0.0000119821025,"about_ca_system_score_gemma":0.000023999411,"threshold_uncertainty_score":0.68007493},"labels":[],"label_agreement":null},{"id":"W2022991903","doi":"10.2118/128429-ms","title":"The First Successful ImpulseTest on Coiled Tubing Results in Reliable Reservoir Evaluation for Non-naturally Flowing Wells","year":2010,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"Impulse (physics); Wellbore; Test data; Computer science; Impulse response; Test method; Simulation; Engineering; Reliability engineering; Petroleum engineering; Geology; Mathematics","score_opus":0.0175186489545466,"score_gpt":0.2438880637676619,"score_spread":0.2263694148131153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022991903","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":[0.9908515,0.00007433154,0.00067355705,0.0019546873,0.00021435859,0.0006066056,0.000023033896,0.00017859782,0.0054233205],"genre_scores_gemma":[0.9990699,0.00013804766,0.00031137676,0.000032983116,0.00010622071,0.000193915,0.00009761617,0.000019562556,0.000030355843],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985217,0.00002392228,0.00041832286,0.00033059192,0.00032761024,0.0003778865],"domain_scores_gemma":[0.9988862,0.00044421002,0.000045371573,0.00036876177,0.00016609566,0.000089310524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097158743,0.00018798429,0.00021682073,0.00013349575,0.0003864177,0.00016385921,0.00022991742,0.00021434229,0.000009493373],"category_scores_gemma":[0.0005384415,0.00013698488,0.00008103888,0.00032914308,0.00007135892,0.00019948928,0.000042368476,0.0006443704,0.000008844355],"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":[0.0020595375,0.00051553163,0.021632142,0.0009676357,0.00025579002,0.000052453506,0.0029804732,0.8188997,0.05837561,0.00090686494,0.021669447,0.07168482],"study_design_scores_gemma":[0.0020239262,0.00025576047,0.06380406,0.00038652876,0.00008322504,0.0000045366482,0.00013839293,0.91044664,0.004911016,0.002010955,0.015401256,0.0005337144],"about_ca_topic_score_codex":0.00009007731,"about_ca_topic_score_gemma":0.007487885,"teacher_disagreement_score":0.09154694,"about_ca_system_score_codex":0.00006368278,"about_ca_system_score_gemma":0.000048033507,"threshold_uncertainty_score":0.5586081},"labels":[],"label_agreement":null},{"id":"W2043184897","doi":"10.2118/127421-ms","title":"Evaluation and Field Optimisation of Kinetic Hydrate Inhibitors for Application Within MEG Recovery Units, Gas Condensate Field, Mediterranean Sea","year":2010,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalcor Energy (Canada)","funders":"","keywords":"Hydrate; Clathrate hydrate; Reduction (mathematics); Environmental science; Field (mathematics); Process engineering; Computer science; Chemistry; Engineering; Mathematics","score_opus":0.032482146976571924,"score_gpt":0.25084987052603747,"score_spread":0.21836772354946554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043184897","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":[0.9906277,0.00003536929,0.0055335076,0.0005041632,0.000103786406,0.00075774355,0.000013278908,0.000033936536,0.00239049],"genre_scores_gemma":[0.9980302,0.0000813314,0.001514258,0.000082188475,0.00004261916,0.00011771338,0.000099167606,0.0000083117,0.000024235285],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988506,0.000060359005,0.00032818562,0.00031405143,0.00029405477,0.00015277095],"domain_scores_gemma":[0.9992375,0.00018716554,0.00019491062,0.00017776224,0.00010619,0.00009650339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006888775,0.00013014243,0.0001591663,0.00005067451,0.00010315367,0.000027946426,0.00007771042,0.0002091393,0.00019229259],"category_scores_gemma":[0.00028622133,0.00011189073,0.000026231053,0.00020306827,0.00012448525,0.00018047675,0.000053598564,0.00023646335,0.000004488727],"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":[0.000309475,0.0001259645,0.006108597,0.000109908346,0.00002948594,9.925943e-7,0.0013487772,0.0011401317,0.66929644,0.0014877951,0.00093405804,0.31910837],"study_design_scores_gemma":[0.0052981344,0.0055428967,0.02580363,0.0003327644,0.00096634834,0.000059670125,0.00069956214,0.4841454,0.34983978,0.120035395,0.0054976195,0.0017788109],"about_ca_topic_score_codex":0.00013957116,"about_ca_topic_score_gemma":0.00054660515,"teacher_disagreement_score":0.4830053,"about_ca_system_score_codex":0.000020316611,"about_ca_system_score_gemma":0.000026314117,"threshold_uncertainty_score":0.45627716},"labels":[],"label_agreement":null},{"id":"W2046515538","doi":"10.2118/127854-ms","title":"Qualitative and Quantitative Interpretation: The State of the Art in Temperature Logging","year":2010,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro Geotech (Canada)","funders":"","keywords":"Thermometer; Joule–Thomson effect; Temperature measurement; Casing; Interpretation (philosophy); Adiabatic process; Mechanics; Materials science; Petroleum engineering; Geology; Thermodynamics; Computer science; Physics","score_opus":0.033800312213353015,"score_gpt":0.30624346336051933,"score_spread":0.27244315114716633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046515538","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":[0.9821671,0.000089606154,0.01653815,0.00022541363,0.00005629351,0.0001383096,0.000010000594,0.000047536523,0.00072756485],"genre_scores_gemma":[0.9969759,0.000041208805,0.0029133246,0.000011279782,0.0000069069433,0.000017928465,0.0000038019873,0.000006032753,0.000023621538],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945325,0.00007820305,0.00017931852,0.00009947822,0.00009533954,0.000094403375],"domain_scores_gemma":[0.9994508,0.00031973756,0.000029594537,0.00012213188,0.00005178762,0.00002594367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003269067,0.000082546314,0.00011367835,0.00004722561,0.000042580574,0.000028655908,0.00007404341,0.000052940657,0.0000055282485],"category_scores_gemma":[0.00017198204,0.000050968167,0.000021121921,0.00018659733,0.00012296137,0.000101642145,0.000026390731,0.0003981064,6.7630094e-7],"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":[0.00025043325,0.000116078605,0.011475461,0.0008169396,0.00010030845,0.000009332973,0.14109035,0.4132036,0.35129118,0.048004244,0.0010042113,0.03263786],"study_design_scores_gemma":[0.0010620777,0.00020679255,0.1794571,0.0004042833,0.000035170866,0.00001854477,0.0040747747,0.77012545,0.006596441,0.03582086,0.0016195028,0.0005790132],"about_ca_topic_score_codex":0.0000049192927,"about_ca_topic_score_gemma":0.00020365106,"teacher_disagreement_score":0.35692185,"about_ca_system_score_codex":0.0000064574388,"about_ca_system_score_gemma":0.0000101132055,"threshold_uncertainty_score":0.20784216},"labels":[],"label_agreement":null},{"id":"W2061706735","doi":"10.2118/127848-ms","title":"Role of Steam Injection Pressure to Achieve Successful Cyclic Steam Project Issaran Field - Egypt","year":2010,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Petroleum engineering; Steam injection; Injector; Injection well; Dolomite; Water injection (oil production); Steaming; Environmental science; Oil field; Geology; Mineralogy; Engineering; Chemistry; Mechanical engineering","score_opus":0.010528315585970756,"score_gpt":0.22702629720796721,"score_spread":0.21649798162199646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061706735","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":[0.9870544,0.0001350254,0.0024010749,0.00015404112,0.00007198486,0.00029518452,0.000024115863,0.00029884497,0.009565344],"genre_scores_gemma":[0.99941415,0.00007667953,0.00021092714,0.000022366967,0.00008652914,0.00005543595,0.00002109785,0.000015584796,0.00009721611],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99898607,0.000022586511,0.00028198498,0.00025582075,0.000214329,0.00023923731],"domain_scores_gemma":[0.9994052,0.000052379764,0.000049290276,0.00029275691,0.000083672676,0.0001166829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012273407,0.00016941955,0.00026192167,0.00018934064,0.00008067406,0.000039648723,0.00016392006,0.00023717326,0.00006551839],"category_scores_gemma":[0.000065891065,0.00014767326,0.00007771113,0.0003344212,0.00004401177,0.00016318356,0.000054296474,0.00050949823,0.000008123029],"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":[0.00040844656,0.00050547294,0.015577557,0.00082820933,0.0003106053,0.000010648421,0.0042769066,0.02489808,0.7926433,0.00039615418,0.0048820693,0.15526254],"study_design_scores_gemma":[0.003444193,0.0077362917,0.1586652,0.0010531552,0.0014941511,0.00016462515,0.0038303484,0.14328611,0.51800543,0.0067990166,0.1508562,0.004665287],"about_ca_topic_score_codex":0.0003056074,"about_ca_topic_score_gemma":0.0016753015,"teacher_disagreement_score":0.27463788,"about_ca_system_score_codex":0.000010027268,"about_ca_system_score_gemma":0.000024208835,"threshold_uncertainty_score":0.6021941},"labels":[],"label_agreement":null},{"id":"W2065702990","doi":"10.2118/164695-ms","title":"Gas Shale Characterization - Results of the Mineralogical, Lithological and Geochemical Analysis of Cuttings Samples from Radioactive Silurian Shales of a Palaeozoic Basin, SW Algeria","year":2013,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":11,"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":"Geology; Oil shale; Lamination; Mineralogy; Geochemistry; Drill cuttings; Paleozoic; Maturity (psychological); Facies; Source rock; Petrology; Drilling; Structural basin; Geomorphology; Paleontology; Drilling fluid","score_opus":0.024597516733660892,"score_gpt":0.20512116930319815,"score_spread":0.18052365256953726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065702990","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":[0.9956615,0.000048600723,0.0033151114,0.00031617866,0.00000823603,0.00016533675,0.00023579609,0.000044147502,0.000205094],"genre_scores_gemma":[0.9985485,0.00026527952,0.0006728775,0.000018920919,0.000015911308,0.000026248512,0.00044130115,0.000006183071,0.0000047454523],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987975,0.000071845985,0.000543974,0.0002491316,0.00020102572,0.00013654873],"domain_scores_gemma":[0.9991843,0.00015719864,0.00019666665,0.00022652956,0.00016044486,0.000074856245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001092273,0.00014629115,0.00048570498,0.00014814582,0.000039343187,0.000022858274,0.00012188704,0.0001683613,0.00007954501],"category_scores_gemma":[0.00020029787,0.00009956751,0.00013793542,0.0006739363,0.00027623202,0.00014285065,0.000059544203,0.00014007131,5.837961e-7],"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":[0.000054072585,0.00009762234,0.026570627,0.00004926635,0.0002150463,7.189261e-7,0.0007328138,0.00020513799,0.97039515,0.00018395792,0.000052724816,0.0014428821],"study_design_scores_gemma":[0.0005733786,0.00014053984,0.87813395,0.000105287916,0.00072288676,0.0000016234623,0.00025847083,0.08075598,0.037590433,0.0013550635,0.00010149405,0.00026090586],"about_ca_topic_score_codex":0.00019488801,"about_ca_topic_score_gemma":0.00011031428,"teacher_disagreement_score":0.9328047,"about_ca_system_score_codex":0.00001230247,"about_ca_system_score_gemma":0.000013297856,"threshold_uncertainty_score":0.40602452},"labels":[],"label_agreement":null},{"id":"W2079300370","doi":"10.2118/126135-ms","title":"Reservoir Pathway Identification in a Fractured Carbonate Heavy Oil Reservoir","year":2010,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Petroleum engineering; Geology; Permeability (electromagnetism); Oil field; Well logging; Carbonate; Water well; Geotechnical engineering; Materials science; Groundwater","score_opus":0.02150066925187486,"score_gpt":0.23140362789438942,"score_spread":0.20990295864251457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079300370","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":[0.9887354,0.00016239512,0.00032814563,0.00087623834,0.00018218164,0.00014781866,0.000022492712,0.00092683686,0.008618508],"genre_scores_gemma":[0.9984488,0.00027432645,0.0007810876,0.00002571654,0.000094725394,0.00014720172,0.000060717735,0.0000215611,0.0001458457],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99874985,0.000032606997,0.0003751231,0.0003536848,0.00021045364,0.00027828125],"domain_scores_gemma":[0.99930775,0.00003453411,0.00005182531,0.00038597462,0.00011517808,0.0001047444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003138687,0.00018037694,0.00019915428,0.00020499459,0.00007999109,0.00008091635,0.000166494,0.00025621973,0.000041691877],"category_scores_gemma":[0.00012419508,0.00017460184,0.000041722604,0.00038174703,0.000097227545,0.000325083,0.00004978421,0.00073275267,0.000013519283],"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":[0.00021860718,0.00037895894,0.008967073,0.0005355653,0.00002704442,0.00005263579,0.0018184427,0.00051949144,0.73360837,0.0052688904,0.006578377,0.24202657],"study_design_scores_gemma":[0.0019413128,0.00048708258,0.28814536,0.00045575417,0.00006170023,0.00009825155,0.00029010518,0.013165957,0.50293523,0.079650834,0.110290356,0.0024780238],"about_ca_topic_score_codex":0.00006891362,"about_ca_topic_score_gemma":0.0018611647,"teacher_disagreement_score":0.2791783,"about_ca_system_score_codex":0.00003524595,"about_ca_system_score_gemma":0.000028661474,"threshold_uncertainty_score":0.7120056},"labels":[],"label_agreement":null},{"id":"W2080710507","doi":"10.2118/164607-ms","title":"Geochemical Evaluation of Hydrocarbons and their Potential Sources in the Central and Meridional Atlas of Tunisia","year":2013,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nutrasource","funders":"","keywords":"Source rock; Geology; Cretaceous; Facies; Petroleum; Cenomanian; Paleontology; Tectonics; Geochemistry; Organic matter; Paleogene; Zonal and meridional; Oceanography; Structural basin; Chemistry","score_opus":0.0232961156731686,"score_gpt":0.21363919002396106,"score_spread":0.19034307435079245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080710507","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":[0.9971994,0.00033288542,0.0013547906,0.00021793456,0.0000068888457,0.00013124789,0.0000065288764,0.000018938255,0.0007313476],"genre_scores_gemma":[0.99962056,0.00024389812,0.000047544967,0.000007761838,0.000014122899,0.000031801315,0.000029115003,0.000004057126,0.0000011131525],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992546,0.000061602135,0.00022697367,0.00012030568,0.0002167161,0.00011982118],"domain_scores_gemma":[0.9997192,0.000044862474,0.000039328657,0.000091433554,0.000055591747,0.00004955207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019983044,0.00009181289,0.00016260281,0.00007708029,0.000028702721,0.000021987293,0.00005921919,0.00007699209,0.000020177418],"category_scores_gemma":[0.000028920409,0.000062188934,0.00003123445,0.00015725759,0.00014579817,0.00011182573,0.000024020215,0.00011692066,3.284087e-7],"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":[0.00008760984,0.00038620073,0.034908447,0.0003277969,0.00018996096,0.000003582594,0.010691394,0.008137896,0.89249104,0.0038300855,0.00043722725,0.04850875],"study_design_scores_gemma":[0.0009147171,0.0001411135,0.16476561,0.00008715712,0.00014482766,0.000017859127,0.0017878136,0.81284285,0.009469264,0.009481762,0.000070802715,0.0002761925],"about_ca_topic_score_codex":0.00006223735,"about_ca_topic_score_gemma":0.00012328237,"teacher_disagreement_score":0.8830218,"about_ca_system_score_codex":0.00000825275,"about_ca_system_score_gemma":0.000016427777,"threshold_uncertainty_score":0.25359914},"labels":[],"label_agreement":null},{"id":"W2134298659","doi":"10.2118/151860-ms","title":"Hydraulic Fracturing as Development Strategy in the Congo Onshore","year":2012,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":6,"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":"Hydraulic fracturing; Petroleum engineering; Permeability (electromagnetism); Geology; Infill; Tight gas; Engineering; Mining engineering; Geotechnical engineering; Civil engineering","score_opus":0.03164786506545095,"score_gpt":0.2385612315583933,"score_spread":0.20691336649294234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134298659","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":[0.96814674,0.0005171775,0.0024967599,0.00019734153,0.000027855476,0.00014893014,0.0000017936819,0.00017865397,0.02828473],"genre_scores_gemma":[0.9994766,0.00012830766,0.00011754066,0.000081307044,0.00006612152,0.00005998718,0.000027098064,0.000011250607,0.0000317791],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99897,0.00003913841,0.00024786804,0.00015311595,0.00021586215,0.0003740289],"domain_scores_gemma":[0.99957937,0.00007176326,0.000026173091,0.00018655944,0.000021561387,0.000114558454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025411075,0.00016121658,0.00017179835,0.000103932,0.000107370215,0.00006412146,0.00015135678,0.00012719813,0.00007265952],"category_scores_gemma":[0.000029963752,0.00011347665,0.00004086245,0.00023172887,0.000050075563,0.00020010097,0.0000317341,0.00039650354,0.00004758727],"study_design_candidate":"observational","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":[0.00021962571,0.0023079037,0.18817814,0.0015941643,0.00063307205,0.00038193224,0.05378857,0.16558987,0.0131341955,0.007455453,0.017335886,0.5493812],"study_design_scores_gemma":[0.00087658013,0.00020192872,0.87016135,0.00026899832,0.000120075456,0.00012502282,0.0024609724,0.011030126,0.005900826,0.0014594656,0.106049,0.0013456789],"about_ca_topic_score_codex":0.00004295658,"about_ca_topic_score_gemma":0.00026398216,"teacher_disagreement_score":0.6819832,"about_ca_system_score_codex":0.0000421741,"about_ca_system_score_gemma":0.000024390323,"threshold_uncertainty_score":0.46274436},"labels":[],"label_agreement":null},{"id":"W2252463851","doi":"10.2118/164778-ms","title":"A New Strategy to Explore Tight Oil/Gas Reservoirs \"Fit for Purpose Acid Fracturing\"","year":2013,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":5,"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":"Petroleum engineering; Completion (oil and gas wells); Unconventional oil; Fossil fuel; Hydraulic fracturing; Lead (geology); Directional drilling; Perforation; Production (economics); Tight oil; Resource (disambiguation); Tight gas; Petroleum industry; Drilling; Geology; Computer science; Engineering; Waste management","score_opus":0.051755846603214056,"score_gpt":0.25160486332259113,"score_spread":0.19984901671937708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2252463851","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":[0.80155027,0.0005530126,0.18246736,0.0026011765,0.000117787444,0.0007722465,0.000031823383,0.0011575045,0.010748836],"genre_scores_gemma":[0.9947338,0.00022404791,0.0038121955,0.0000734095,0.00016879628,0.00035929796,0.000053400585,0.000034467586,0.0005406033],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853945,0.000018578956,0.00033890203,0.00038511757,0.00023771214,0.0004802365],"domain_scores_gemma":[0.998949,0.00006212707,0.00003996486,0.00035929418,0.00012453282,0.00046508768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009209999,0.00026532603,0.0003248023,0.0001815023,0.00013806792,0.00019086355,0.00023682172,0.00021466876,0.0003354381],"category_scores_gemma":[0.0000722462,0.00022556123,0.00011934532,0.00029858318,0.000036401452,0.0003286436,0.00006694882,0.00030878963,0.00012597254],"study_design_candidate":"design_other","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":[0.00017891843,0.0002136105,0.00064614206,0.0008263043,0.00024493324,0.000037090176,0.0025140247,0.072374456,0.04572361,0.00038994956,0.15673296,0.720118],"study_design_scores_gemma":[0.006695305,0.004935461,0.036234826,0.0018943805,0.00092774106,0.00010798981,0.003029364,0.22410268,0.1281834,0.039418742,0.54681134,0.00765876],"about_ca_topic_score_codex":0.00013908003,"about_ca_topic_score_gemma":0.00029193363,"teacher_disagreement_score":0.71245927,"about_ca_system_score_codex":0.00004884433,"about_ca_system_score_gemma":0.000040010193,"threshold_uncertainty_score":0.919812},"labels":[],"label_agreement":null}]}