{"meta":{"query_hash":"1a84d3f30176","filters":{"venue":"U.S. Geological Survey circular/U.S. Geological Survey Circular"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"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/1a84d3f30176","api":"https://metacan.xera.ac/api/v1/cohort?venue=U.S.+Geological+Survey+circular%2FU.S.+Geological+Survey+Circular"},"results":[{"id":"W1526879944","doi":"10.3133/cir1286","title":"Marine mineral resources of Pacific Islands— A review of the Exclusive Economic Zones of islands of U.S. affiliation, excluding the State of Hawaii","year":2005,"lang":"en","type":"review","venue":"U.S. Geological Survey circular/U.S. Geological Survey Circular","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":18,"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":"Exclusive economic zone; Nautical mile; China; Geography; Mineral resource classification; Resource (disambiguation); Geological survey; Pacific ocean; Territorial waters; Oceanography; Environmental protection; Fishery; Archaeology; Geology; Political science; Cartography; International law; Paleontology; Biology; Law","score_opus":0.04382944861362191,"score_gpt":0.26353982143935345,"score_spread":0.21971037282573153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526879944","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1655945,0.8273528,0.00004816605,0.000074216645,0.00018163258,0.001264654,0.004082915,0.000020373256,0.0013807156],"genre_scores_gemma":[0.46057275,0.5363115,0.000039035593,0.00003615702,0.00005125159,0.000013089884,0.0028894981,0.000011781294,0.00007490664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98540753,0.007071288,0.0043247766,0.0011666708,0.0011560409,0.0008736855],"domain_scores_gemma":[0.9887883,0.0039181523,0.004925152,0.0015621299,0.00059595174,0.00021031583],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010575047,0.0010019075,0.0054886932,0.00021933684,0.0002175218,0.000022577473,0.002473539,0.0007004894,0.0061717164],"category_scores_gemma":[0.002544584,0.0005382461,0.0022866437,0.001851858,0.0020538808,0.000117199656,0.000612539,0.0008081433,0.000020428275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011117118,0.00031640302,0.9280973,0.016251229,0.0011986607,0.00000997385,0.000085736974,0.00188802,0.000015347103,0.000017826076,0.00013822217,0.051870104],"study_design_scores_gemma":[0.00047755183,0.00034405754,0.97965246,0.004245091,0.0011497313,0.0000460006,0.00006498828,0.00023348442,0.00004548263,0.00043389923,0.012594141,0.0007131171],"about_ca_topic_score_codex":0.009106248,"about_ca_topic_score_gemma":0.002959709,"teacher_disagreement_score":0.29497823,"about_ca_system_score_codex":0.000036540758,"about_ca_system_score_gemma":0.00028919286,"threshold_uncertainty_score":0.9997069},"labels":[],"label_agreement":null},{"id":"W2953069836","doi":"10.3133/cir1450","title":"Statistics of petroleum exploration in the world outside the United States and Canada through 2015","year":2019,"lang":"en","type":"article","venue":"U.S. Geological Survey circular/U.S. Geological Survey Circular","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":1,"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":"Maturity (psychological); Drilling; Submarine pipeline; Petroleum; Fossil fuel; Geography; Geological survey; Petroleum industry; Petroleum exploration; Geology; Paleontology; Engineering; Political science; Oceanography","score_opus":0.02429180043438311,"score_gpt":0.22900907035603327,"score_spread":0.20471726992165015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953069836","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":[0.9832239,0.0002811842,0.013921925,0.00083831704,0.00016757603,0.00082985056,0.00016350522,0.0000328652,0.0005408742],"genre_scores_gemma":[0.99492055,0.0004672637,0.00063299417,0.00243656,0.000018722703,0.00005396303,0.0011820027,0.00002762975,0.00026030676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9914239,0.004510547,0.00093625,0.00095883384,0.0012092366,0.0009612562],"domain_scores_gemma":[0.9954557,0.0030585015,0.00038416413,0.000865728,0.00004914289,0.00018680608],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0053542936,0.0005531708,0.0007544663,0.00002607962,0.0002698208,0.00006751513,0.0010871219,0.00028560162,0.00187334],"category_scores_gemma":[0.0008990269,0.00032431708,0.00010587475,0.0010558703,0.00142534,0.00024061442,0.00062570046,0.00079813675,0.00009760928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006170121,0.00017994693,0.7744105,0.000011719791,0.00003371355,0.000047645983,0.000118333366,0.22401159,0.000033749056,0.00022391108,0.000738353,0.0001288281],"study_design_scores_gemma":[0.0005733165,0.00019417894,0.97131944,0.000007963225,0.000027278818,0.00001766402,0.00039039907,0.020144638,0.00000800219,0.0024164228,0.0044481014,0.00045258965],"about_ca_topic_score_codex":0.785708,"about_ca_topic_score_gemma":0.70175207,"teacher_disagreement_score":0.20386694,"about_ca_system_score_codex":0.0003601002,"about_ca_system_score_gemma":0.00006110926,"threshold_uncertainty_score":0.9999209},"labels":[],"label_agreement":null},{"id":"W2953200633","doi":"10.3133/cir13063f","title":"Hurricane Katrina flooding and oil slicks mapped with satellite imagery","year":2007,"lang":"en","type":"article","venue":"U.S. Geological Survey circular/U.S. Geological Survey Circular","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Space Agency; Federal Emergency Management Agency; U.S. Geological Survey; Centre National d’Etudes Spatiales","keywords":"Racing slick; Thematic Mapper; Flooding (psychology); Debris; Satellite imagery; Flood myth; Thematic map; Oil spill; Remote sensing; Submarine pipeline; Environmental science; Cartography; Meteorology; Geography; Geology; Oceanography; Synthetic aperture radar; Archaeology; Environmental protection","score_opus":0.02202925176761676,"score_gpt":0.2288245465941837,"score_spread":0.20679529482656694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953200633","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":[0.9806865,0.0010691946,0.007913935,0.00019788893,0.00028379352,0.00051211286,0.000052985844,0.00047606687,0.00880752],"genre_scores_gemma":[0.9961417,0.00059001724,0.0008215368,0.0011799278,0.00011628922,0.000052272873,0.00048891356,0.0000653619,0.00054399145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9901418,0.002883585,0.001228334,0.0022828362,0.0013791528,0.0020842864],"domain_scores_gemma":[0.9955093,0.0017761362,0.0004636941,0.00093826343,0.00017916774,0.0011334096],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01320348,0.0009769172,0.0011709437,0.00020647126,0.00080002827,0.00021222445,0.0007670556,0.000957398,0.0038474172],"category_scores_gemma":[0.0027912166,0.0007484176,0.0002938226,0.0020362479,0.0020816394,0.00043705147,0.00071632257,0.0011729277,0.0009620457],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032439848,0.00038412344,0.966754,0.000032918408,0.00008874885,0.00047938124,0.00006046528,0.0004164178,0.005109823,0.00007699916,0.000070148,0.026202539],"study_design_scores_gemma":[0.0013903833,0.0005354696,0.9895665,0.000022081354,0.000058696798,0.00032231715,0.00006170371,0.00023145106,0.0007957326,0.0004178694,0.005397105,0.0012007051],"about_ca_topic_score_codex":0.007869009,"about_ca_topic_score_gemma":0.0043981625,"teacher_disagreement_score":0.025001833,"about_ca_system_score_codex":0.0003750674,"about_ca_system_score_gemma":0.00004389721,"threshold_uncertainty_score":0.9998158},"labels":[],"label_agreement":null},{"id":"W338179082","doi":"10.3133/cir1379","title":"The United States National Climate Assessment - Alaska Technical Regional Report","year":2012,"lang":"en","type":"article","venue":"U.S. Geological Survey circular/U.S. Geological Survey Circular","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":44,"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":"Context (archaeology); Precipitation; Climate change; Geography; Climatology; Environmental science; Population; Climate model; Volcano; Physical geography; Meteorology; Geology; Demography; Oceanography; Archaeology","score_opus":0.038381298004137726,"score_gpt":0.27397796650554207,"score_spread":0.23559666850140434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W338179082","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":[0.9736243,0.0005089228,0.019963428,0.0009033211,0.00049623346,0.00097018556,0.00009865821,0.00037854476,0.0030564177],"genre_scores_gemma":[0.9890189,0.0010519909,0.0025514362,0.0024485535,0.0001651954,0.00022034142,0.0041220644,0.0000730889,0.00034841665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9857865,0.005166765,0.0016691571,0.0017030304,0.0028354595,0.0028390973],"domain_scores_gemma":[0.9933934,0.0034449077,0.00069940934,0.0012334716,0.00015759119,0.0010711907],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.021378417,0.0010032869,0.0009780566,0.00004604033,0.001660763,0.00018358306,0.0016366316,0.001014953,0.0036804243],"category_scores_gemma":[0.0031453103,0.00067755376,0.0005181943,0.0015684619,0.0035348684,0.00043491385,0.0019474538,0.0014907545,0.000945804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107795466,0.0009807281,0.95411795,0.00000766073,0.000113805225,0.00016579463,0.000018939121,0.041436847,0.0001380257,0.00060220825,0.0019059313,0.00040431155],"study_design_scores_gemma":[0.0005864841,0.00019281503,0.9552537,0.0000073270917,0.000046662637,0.0005733594,0.000042183718,0.005100265,0.0000052344203,0.0017379083,0.035486463,0.00096758176],"about_ca_topic_score_codex":0.0044243676,"about_ca_topic_score_gemma":0.0005124313,"teacher_disagreement_score":0.036336582,"about_ca_system_score_codex":0.0013298346,"about_ca_system_score_gemma":0.00007557964,"threshold_uncertainty_score":0.9998321},"labels":[],"label_agreement":null},{"id":"W4293081180","doi":"10.3133/cir1496","title":"Green infrastructure in the Great Lakes—Assessment of performance, barriers, and unintended consequences","year":2022,"lang":"en","type":"article","venue":"U.S. Geological Survey circular/U.S. Geological Survey Circular","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":15,"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":"Stormwater; Surface runoff; Urbanization; Unintended consequences; Green infrastructure; Government (linguistics); Environmental planning; Water quality; Investment (military); Business; Geography; Environmental resource management; Environmental science; Politics; Political science","score_opus":0.02789788962704723,"score_gpt":0.23898411947074438,"score_spread":0.21108622984369715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293081180","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":[0.9933474,0.00030179718,0.0007536323,0.00077842915,0.0001880851,0.0011369006,0.00027519456,0.000094188625,0.0031243372],"genre_scores_gemma":[0.99755275,0.000119482174,0.00015920323,0.0011149284,0.000021843423,0.0002514105,0.00059295056,0.00002392189,0.0001634887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9864578,0.008366855,0.0010452301,0.0013757651,0.0015452211,0.0012091205],"domain_scores_gemma":[0.9972656,0.00094128406,0.00040211735,0.0009863519,0.00007458999,0.0003301071],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011066942,0.000623072,0.00093756506,0.00018634053,0.0009745689,0.000072660514,0.0019044647,0.00032658275,0.010987293],"category_scores_gemma":[0.0010417938,0.0004372155,0.00021568946,0.0019882736,0.004612072,0.00027703226,0.0021561394,0.0013019793,0.000038571565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006865101,0.00020342339,0.9865801,0.00002430915,0.00007936308,0.0001542733,0.00015739612,0.010660751,0.00031068502,0.00082046544,0.0005294628,0.0004111562],"study_design_scores_gemma":[0.0008450566,0.0005168473,0.9863824,0.0000061096366,0.000048694517,0.00011589877,0.00021099634,0.002648667,0.000009163987,0.0028777514,0.0057603903,0.0005780098],"about_ca_topic_score_codex":0.012277642,"about_ca_topic_score_gemma":0.0029393986,"teacher_disagreement_score":0.010948721,"about_ca_system_score_codex":0.0004505239,"about_ca_system_score_gemma":0.000090002424,"threshold_uncertainty_score":0.99980795},"labels":[],"label_agreement":null},{"id":"W4386647927","doi":"10.3133/cir1510","title":"Colorado River Basin Actionable and Strategic Integrated Science and Technology (ASIST) pilot project progress toward an information management and technology plan","year":2023,"lang":"en","type":"article","venue":"U.S. Geological Survey circular/U.S. Geological Survey Circular","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Esri (Canada)","funders":"","keywords":"Plan (archaeology); Engineering; Environmental planning; Environmental resource management; Engineering management; Environmental science; Geography; Archaeology","score_opus":0.12935085971168528,"score_gpt":0.3240330867355726,"score_spread":0.1946822270238873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386647927","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":[0.9798857,0.0006896069,0.010852665,0.0034983924,0.00019779606,0.002662913,0.00013774066,0.001537855,0.00053732307],"genre_scores_gemma":[0.99251,0.0020888527,0.0038203294,0.00027953435,0.000017814744,0.00042378393,0.00076910615,0.000021814536,0.00006877022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99025434,0.00266366,0.00095098774,0.0025177533,0.0016796679,0.0019335657],"domain_scores_gemma":[0.99514806,0.00086418795,0.00046006328,0.0015818165,0.0014145862,0.00053125573],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.018641897,0.00073588424,0.00092244917,0.002683645,0.0011660238,0.0028149355,0.0034290699,0.0006848648,0.00003169527],"category_scores_gemma":[0.005215084,0.00059071754,0.000047978192,0.012612332,0.0057071783,0.010273329,0.005282548,0.0011412106,0.00007702281],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017155168,0.00048039894,0.89975387,0.00020650633,0.00019665694,0.0005118,0.000067510584,0.00004276665,0.00020931287,0.083755136,0.00017575595,0.014428728],"study_design_scores_gemma":[0.001219309,0.001575513,0.96552694,0.000029453813,0.000034326855,0.00019582451,0.00036838118,0.011009586,0.0000603291,0.01462654,0.0045553967,0.00079840864],"about_ca_topic_score_codex":0.0020958658,"about_ca_topic_score_gemma":0.00024181577,"teacher_disagreement_score":0.069128595,"about_ca_system_score_codex":0.00023985918,"about_ca_system_score_gemma":0.00037751612,"threshold_uncertainty_score":0.9996544},"labels":[],"label_agreement":null},{"id":"W4392745600","doi":"10.3133/cir1514","title":"StreamStats—A quarter century of delivering web-based geospatial and hydrologic information to the public, and lessons learned","year":2024,"lang":"en","type":"article","venue":"U.S. Geological Survey circular/U.S. Geological Survey Circular","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","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":"Geospatial analysis; Quarter (Canadian coin); World Wide Web; Geography; Geomatics; Data science; Computer science; Cartography; Archaeology","score_opus":0.032057208046408,"score_gpt":0.24679441727538745,"score_spread":0.21473720922897946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392745600","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":[0.9838048,0.0010773021,0.006476625,0.006570891,0.00026732605,0.0008611147,0.00017737533,0.00022883841,0.000535695],"genre_scores_gemma":[0.9968972,0.0006357367,0.0001249719,0.0017316133,0.000032911157,0.00010855908,0.00043403488,0.000017733168,0.000017213108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993546,0.002759991,0.0008311521,0.0011189859,0.0006625025,0.0010813344],"domain_scores_gemma":[0.9973157,0.0014765086,0.00018688239,0.00057477824,0.000083705534,0.00036242828],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007090449,0.0005710022,0.0007469172,0.00017506724,0.0005951795,0.0002140716,0.0006695441,0.0005131919,0.001130457],"category_scores_gemma":[0.0019498917,0.00036822495,0.00018143673,0.000900276,0.0014063918,0.0004792323,0.0012548043,0.00065194105,0.0003792514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001403039,0.00015817293,0.9822061,0.00006720438,0.00017053323,0.00007331285,0.00019962482,0.006422996,0.00028052102,0.00035172643,0.00048182943,0.009447651],"study_design_scores_gemma":[0.0006028969,0.0004427425,0.96463263,0.000014909827,0.00006407317,0.00001864297,0.000050218558,0.017144632,0.000024033701,0.00091879995,0.015600409,0.00048601127],"about_ca_topic_score_codex":0.00387067,"about_ca_topic_score_gemma":0.002207942,"teacher_disagreement_score":0.017573493,"about_ca_system_score_codex":0.00010111404,"about_ca_system_score_gemma":0.000030421721,"threshold_uncertainty_score":0.999877},"labels":[],"label_agreement":null},{"id":"W4405277249","doi":"10.3133/cir1546","title":"U.S. Geological Survey science strategy to address chronic wasting disease and cervid health in 2024–2028","year":2024,"lang":"en","type":"article","venue":"U.S. Geological Survey circular/U.S. Geological Survey Circular","topic":"Prion Diseases and Protein Misfolding","field":"Biochemistry, Genetics and Molecular Biology","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":"U.S. Fish and Wildlife Service; U.S. Geological Survey; U.S. Department of Agriculture; National Park Service; U.S. Environmental Protection Agency","keywords":"Chronic wasting disease; Wasting; Disease; Health science; Geography; Environmental planning; Medicine; Internal medicine; Medical education","score_opus":0.049941809874526906,"score_gpt":0.3151254472851,"score_spread":0.2651836374105731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405277249","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":[0.8995333,0.092512846,0.0031694109,0.00076462195,0.00063498254,0.0018973186,0.0011170775,0.00022376943,0.00014671039],"genre_scores_gemma":[0.986216,0.008158567,0.00014190077,0.0016424055,0.00036532973,0.0002648204,0.002998278,0.000091454465,0.00012124541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98241395,0.007042301,0.0017178619,0.004400732,0.0012405677,0.003184596],"domain_scores_gemma":[0.993606,0.0013274682,0.00030819792,0.001525448,0.000605641,0.002627254],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.021262998,0.0012832554,0.0015782102,0.0005213501,0.0008522234,0.0007326997,0.0019683102,0.0009814575,0.0011522669],"category_scores_gemma":[0.013401848,0.0010769982,0.00045160222,0.0032140228,0.0018666278,0.00009523952,0.0024576571,0.0013696707,0.00017864758],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005043248,0.00047644877,0.97035855,0.00039551168,0.00015755225,0.0004926679,0.000022624406,0.006254061,0.005591289,0.00025139778,0.0006763692,0.014819175],"study_design_scores_gemma":[0.00091480254,0.0012034969,0.9896907,0.00023445507,0.000037659498,0.00007129945,0.00001738199,0.002583275,0.00020997063,0.00062272686,0.002956743,0.001457465],"about_ca_topic_score_codex":0.0049044862,"about_ca_topic_score_gemma":0.00436844,"teacher_disagreement_score":0.08668274,"about_ca_system_score_codex":0.00046996083,"about_ca_system_score_gemma":0.0017833787,"threshold_uncertainty_score":0.99999195},"labels":[],"label_agreement":null},{"id":"W4413625424","doi":"10.3133/cir1560","title":"U.S. Geological Survey science strategy to address white-nose syndrome and bat health in 2025–2029","year":2025,"lang":"en","type":"report-component","venue":"U.S. Geological Survey circular/U.S. Geological Survey Circular","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","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":"National Park Service; U.S. Forest Service; U.S. Geological Survey; U.S. Department of Agriculture; U.S. Fish and Wildlife Service; U.S. Department of Defense","keywords":"White (mutation); Health science; Geography; Biology; Medicine; Medical education; Genetics","score_opus":0.09707349976818898,"score_gpt":0.309561583451913,"score_spread":0.21248808368372402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413625424","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":[0.96713173,0.01530089,0.000056144298,0.0031426337,0.0023619493,0.0043205065,0.0047222697,0.0005527896,0.0024110782],"genre_scores_gemma":[0.9736473,0.008904704,0.00007035648,0.003586264,0.00030944514,0.0006016502,0.011717432,0.00002809976,0.001134777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.95862925,0.019985404,0.0044432413,0.007884049,0.0027489709,0.00630906],"domain_scores_gemma":[0.9803005,0.011490633,0.0016449946,0.0014083625,0.0027442784,0.0024112586],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.059261933,0.00317556,0.0072671995,0.0007366996,0.0027537206,0.00055345637,0.0048209447,0.0056221457,0.0035512266],"category_scores_gemma":[0.03171256,0.0016615696,0.0009389266,0.0074209375,0.0062430077,0.00041474475,0.0057394817,0.005165609,0.00042605674],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005388218,0.0016549436,0.9837774,0.00017472175,0.00041625608,0.00095145986,0.000036711295,0.0003831887,0.00027805715,0.00008331276,0.005420269,0.0062848465],"study_design_scores_gemma":[0.0010168937,0.0032200136,0.9835717,0.000243581,0.000094905656,0.00043727292,0.00007575344,0.0000698206,0.000010556058,0.00072771934,0.007706945,0.0028248143],"about_ca_topic_score_codex":0.07932946,"about_ca_topic_score_gemma":0.15414043,"teacher_disagreement_score":0.07481097,"about_ca_system_score_codex":0.0016017493,"about_ca_system_score_gemma":0.0017678764,"threshold_uncertainty_score":0.9985833},"labels":[],"label_agreement":null}]}