{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":43,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":43,"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":"5b4a98b9d5ac","filters":{"venue":"NERC Environmental Data Service"}},"results":[{"id":"W6969064988","doi":"10.5285/08fbe63d-fa6d-4a7a-b952-5932e3ab0452","title":"Gridded Global Surface Ozone Metrics data (1971-2015) for Atmospheric Chemistry Model Evaluation - version 2.4","year":2015,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ozone; Metadata; Air quality index; Atmospheric chemistry; NetCDF; Deposition (geology); Ozone depletion","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1257110877682663,"gpt":0.3487673062977232,"spread":0.2230562185294569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.003730468,0.001540499,0.001216111,0.00002583113,0.0003679937,0.0002660736,0.01333906,0.001370677,0.001879397],"category_scores_gemma":[0.0005533597,0.001742326,0.00012239,0.001444698,0.0001891047,0.003096327,0.01795994,0.0008844732,0.01070295],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005466507,"about_ca_system_score_gemma":0.001075756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002471688,"about_ca_topic_score_gemma":0.0008852021,"domain_scores_codex":[0.9881817,0.0003604187,0.001220968,0.004258488,0.004736004,0.001242471],"domain_scores_gemma":[0.9798157,0.0001951292,0.001305137,0.01775745,0.0001594,0.0007672128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005214259,0.00095825,0.00003090796,0.0005990373,0.0003271168,0.000009216442,0.00001278394,0.01954341,0.002042446,1.27624e-7,0.9754558,0.0004994738],"study_design_scores_gemma":[0.002587023,0.00004330404,0.00003727728,0.00006112749,0.001752745,0.00002079723,0.0001744173,0.4599791,0.00002948548,0.00002438348,0.5343232,0.0009670798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003532412,0.002775085,0.0003165003,0.000147771,0.0007171824,0.002671361,0.9896021,0.0001606984,0.00007688102],"genre_scores_gemma":[0.0001740496,0.0007220821,0.01790487,0.0004855624,0.0005375546,0.00008358892,0.9797012,0.0002992149,0.00009185798],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4411326,"threshold_uncertainty_score":0.9999257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6950493292","doi":"10.5285/6b0c4358-2bf3-4924-aa8f-793d468b92be","title":"High-resolution global topographic index values","year":2015,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Index (typography); Land cover; Hydrological modelling; Hydrology (agriculture); Position (finance); Variable (mathematics); Scale (ratio); Land use","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01912940120449488,"gpt":0.2426407775075619,"spread":0.223511376303067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001818348,0.0005000703,0.0004528041,0.000098297,0.0001846122,0.0000827346,0.002266051,0.0003295315,0.001389546],"category_scores_gemma":[0.000002461409,0.0005259927,0.00007622143,0.0003761959,0.0001458654,0.0005169305,0.001832259,0.000519,0.0008791957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001954999,"about_ca_system_score_gemma":0.00009213704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01350443,"about_ca_topic_score_gemma":0.0006933497,"domain_scores_codex":[0.9976426,0.00007677123,0.000435732,0.000954338,0.0004157496,0.000474763],"domain_scores_gemma":[0.9964895,0.00001895437,0.0003022258,0.003003392,0.00001531409,0.0001706216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001193838,0.0002799576,0.009722019,0.00001668737,0.0001653522,0.000002843162,0.000002867908,0.0001328675,0.000003454228,0.0001442704,0.9859989,0.003518899],"study_design_scores_gemma":[0.0006068632,0.00004860709,0.01139085,0.000023991,0.0001580592,0.000003394507,0.0001766923,0.0004422123,0.000002656579,0.001556882,0.9851196,0.000470171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.007446223,0.0001681578,0.0003701184,0.0003314011,0.0005012304,0.0003433876,0.9906479,0.00005660229,0.0001349634],"genre_scores_gemma":[0.01131645,0.00003940728,0.0008091081,0.0002964627,0.0007055352,0.00005436491,0.9867173,0.00002529587,0.00003609559],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01281108,"threshold_uncertainty_score":0.9998987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6931995245","doi":"10.5285/a963d9415bb74247830f8704f825aa90","title":"ESA Sea Surface Temperature Climate Change Initiative (SST_cci): GHRSST Multi-Product ensemble (GMPE), v2.0","year":2020,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"Medical Image Segmentation Techniques","field":"Computer Science","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":"Sea surface temperature; Advanced very-high-resolution radiometer; Satellite; Radiometer; Sea ice; Climate change; Downscaling; Climate model","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07833790267036615,"gpt":0.2997334305902876,"spread":0.2213955279199215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.0006195121,0.001013662,0.0008411424,0.0001361872,0.0003527528,0.0004804653,0.007948685,0.0005295321,0.0005539127],"category_scores_gemma":[0.00008782637,0.001009958,0.0001071804,0.0007581598,0.0001777376,0.003208537,0.01054874,0.001630204,0.00459311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838523,"about_ca_system_score_gemma":0.0001039447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00064337,"about_ca_topic_score_gemma":0.0003062875,"domain_scores_codex":[0.9933606,0.0005490831,0.000841365,0.002891425,0.001430546,0.0009269776],"domain_scores_gemma":[0.9931329,0.0001574271,0.0006022747,0.005472445,0.00003571254,0.0005992385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001844338,0.0002998239,0.00002538964,0.0003939225,0.00008154222,0.0002329038,0.0004205577,0.000002252593,0.006714805,0.000002165334,0.9880455,0.003762766],"study_design_scores_gemma":[0.00127758,0.0002139193,0.0009909827,0.0003552623,0.0001773481,0.00008638797,0.0004144194,0.003486859,0.01345966,0.00001177972,0.9776558,0.001870035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006515776,0.0006527751,0.004101,0.002460688,0.0008123074,0.001498182,0.9899523,0.000431773,0.00002582424],"genre_scores_gemma":[0.00008714406,0.005455393,0.06035635,0.02607664,0.0006006482,0.0001156085,0.9072081,0.00007956273,0.00002058725],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08274423,"threshold_uncertainty_score":0.9992351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6969119678","doi":"10.5285/1f70d2a9-b0d7-4403-bcb9-2cd884222a9c","title":"Conventional stomachs contents data for mesopelagic fish collected from the Scotia Sea between 2004-2009","year":2020,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Mesopelagic zone; Nova scotia; Fish <Actinopterygii>; Trawling; Polar front","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08408581899951698,"gpt":0.2851615562894979,"spread":0.2010757372899809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.0008805913,0.001488769,0.00149243,0.0001301969,0.0007031788,0.0004770422,0.02063252,0.0008501998,0.005329372],"category_scores_gemma":[0.0003277593,0.001353974,0.0002002473,0.000769505,0.0004273242,0.001697751,0.01700006,0.0016358,0.03810675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006264559,"about_ca_system_score_gemma":0.0003132281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01452513,"about_ca_topic_score_gemma":0.03254192,"domain_scores_codex":[0.9902425,0.0008832639,0.001474452,0.004006713,0.002233926,0.001159164],"domain_scores_gemma":[0.9835308,0.001372403,0.001214736,0.01320509,0.00004667969,0.0006302528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004539137,0.0004935281,0.001912439,0.0001696307,0.001608732,0.00004108575,0.00002206165,0.0000084545,0.000231782,2.923516e-7,0.9949403,0.0001177468],"study_design_scores_gemma":[0.004686872,0.0001173261,0.03526691,0.0002217754,0.002892841,0.00001451996,0.0002271084,0.00161078,0.00002073848,0.00001739398,0.9536502,0.001273479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008762377,0.0008734247,0.0000327083,0.001962919,0.0007436523,0.003859155,0.9914749,0.0001601145,0.00001686282],"genre_scores_gemma":[0.0002394989,0.0002569452,0.0005956376,0.01166085,0.001964759,0.0001224823,0.9846472,0.0003915253,0.000121078],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04129007,"threshold_uncertainty_score":0.9997861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6912952605","doi":"10.5285/20010bfb-c6d3-430f-b1f7-d16790ab8359","title":"Acclimation potential of global ectothermic species, collated from literature, 1960 to 2015","year":2018,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"Evolving Legal Systems and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; University of British Columbia","funders":"","keywords":"Ectotherm; Acclimatization; Latitude; Global warming; Climate change","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0181643981625096,"gpt":0.2832129722472146,"spread":0.2650485740847051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003661405,0.0003269575,0.000429142,0.00003301595,0.0002366123,0.0001835098,0.002338144,0.0004984987,0.00232501],"category_scores_gemma":[0.00005830773,0.0003345619,0.00006017803,0.0004996475,0.0001404565,0.0006089663,0.001075247,0.000220175,0.0009964163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006050973,"about_ca_system_score_gemma":0.0001499373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1598095,"about_ca_topic_score_gemma":0.1284005,"domain_scores_codex":[0.9970259,0.0002493332,0.0004839648,0.0007972056,0.001059582,0.0003840167],"domain_scores_gemma":[0.9975305,0.00004345499,0.0005095687,0.001676687,0.00003394576,0.0002058341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006234276,0.0001035885,0.0002248272,0.00005360467,0.00005566507,0.00001123242,0.0002960426,0.000006507227,0.0006525086,0.000008034554,0.9984597,0.00006592035],"study_design_scores_gemma":[0.0002559129,0.00004336324,0.02812303,0.0003202925,0.00006991563,0.000001677365,0.0002087642,0.00002535551,0.00001020742,0.00003429903,0.9705852,0.0003220064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.009495572,0.000919528,0.000005989235,0.0005076276,0.001251449,0.0005079204,0.9868274,0.00002402744,0.0004604248],"genre_scores_gemma":[0.003886566,0.0009341103,0.0002199487,0.0008040307,0.001531834,0.000008343793,0.9921231,0.0000206822,0.0004714061],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03140897,"threshold_uncertainty_score":0.9999107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6912851410","doi":"10.5285/4014370f-8eb2-492b-a5f3-6dc68bf12c1e","title":"Macronutrient, temperature and salinity measurements made around the island of South Georgia and the wider Scotia Sea, the Antarctic Peninsula, and in the Bellingshausen Sea between 1980 and 2009","year":2022,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Nova scotia; Submarine pipeline; Salinity; Ecosystem; Marine research; Seawater; Marine ecosystem","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0340142418361945,"gpt":0.2487477240153634,"spread":0.2147334821791688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004724981,0.0009868379,0.0009323095,0.0001302456,0.001346068,0.0005879692,0.002996508,0.0003688219,0.0003765579],"category_scores_gemma":[0.00009447019,0.0005098075,0.00006352902,0.0005288209,0.001899562,0.0006234422,0.00549982,0.002486383,0.00003905554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001521436,"about_ca_system_score_gemma":0.00008425751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01259851,"about_ca_topic_score_gemma":0.01499262,"domain_scores_codex":[0.9926891,0.002462367,0.0008661249,0.001550332,0.001714919,0.0007171257],"domain_scores_gemma":[0.9941929,0.001310643,0.0007644995,0.003540967,0.0000190777,0.0001719426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001678767,0.0004367021,0.3312859,0.001017821,0.001286104,0.00004970797,0.00990151,0.00004239202,0.0008902009,0.000002995255,0.6533122,0.00009574969],"study_design_scores_gemma":[0.009475538,0.0002128105,0.4707697,0.0003379411,0.003755635,0.0004453617,0.01550712,0.0003239536,0.00006383708,0.0001491667,0.497609,0.001349915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.3896256,0.007000744,1.927961e-7,0.0009886795,0.0000577448,0.001667471,0.6006467,0.000008130722,0.000004731147],"genre_scores_gemma":[0.2254262,0.003106852,0.00001555248,0.002279667,0.0002051187,0.00007167059,0.7687593,0.0001127789,0.00002285738],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1681125,"threshold_uncertainty_score":0.999954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6931638049","doi":"10.5285/ab19aaba-12d6-44a7-89a3-7b45af0343ed","title":"Locations of features of interest from a multi-season (2018-2022) baleen whale-focused survey of Wilhelmina Bay, Western Antarctic Peninsula, using WorldView-03 satellite imagery","year":2025,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"Mechanical Circulatory Support Devices","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":"Simon Fraser University; University of New Brunswick; WSP (Canada)","funders":"Natural Environment Research Council; World Wildlife Fund","keywords":"Satellite imagery; Peninsula; Bay; Satellite; Aerial survey","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07531381766374111,"gpt":0.2776530692953204,"spread":0.2023392516315792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005165173,0.0006853582,0.001319971,0.0002973537,0.00004848893,0.00003899223,0.002521867,0.0004519277,0.0006287635],"category_scores_gemma":[0.00008659939,0.0007551539,0.0001388576,0.000534841,0.0001571565,0.0006030535,0.001668517,0.000682437,0.00003963145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002004066,"about_ca_system_score_gemma":0.00008741378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01771526,"about_ca_topic_score_gemma":0.03258051,"domain_scores_codex":[0.996358,0.0003610349,0.001370217,0.0009548446,0.000550221,0.0004057088],"domain_scores_gemma":[0.9946612,0.0005401635,0.0006708785,0.003895654,0.00004319951,0.0001889109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008013014,0.004692935,0.3533763,0.04448521,0.006994469,0.0002400451,0.0006969186,0.002826342,0.1371703,0.000003482091,0.4350701,0.01364261],"study_design_scores_gemma":[0.00225159,0.0001134128,0.86524,0.004969912,0.002412991,0.00002555325,0.0003914367,0.01338999,0.007185176,0.000007347298,0.1019647,0.002047884],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.08665881,0.007243815,0.0001926451,0.00001122966,0.0004354426,0.0005325485,0.9048879,0.00003145982,0.000006118196],"genre_scores_gemma":[0.122723,0.001245226,0.001273247,0.00009271764,0.00004954013,0.00001232228,0.8745217,0.00006664922,0.00001559053],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5118637,"threshold_uncertainty_score":0.99949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6913084082","doi":"10.5285/503edf9eb68040c4a439fed88b81c8c9","title":"Chapter 9 of the Working Group I Contribution to the IPCC Sixth Assessment Report - data for Figure 9.22 (v20230206)","year":2023,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Permafrost; Climate change; Northern Hemisphere; Cryosphere; Citation; Group (periodic table)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06855843606604924,"gpt":0.3198591347003796,"spread":0.2513006986343304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.003721763,0.0009141848,0.0008753188,0.0001383402,0.0006498724,0.0001973778,0.0140045,0.0004845856,0.0005421207],"category_scores_gemma":[0.0003056636,0.000632103,0.000170138,0.0006990369,0.0001852796,0.0007336154,0.02442662,0.001099404,0.004460694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006426987,"about_ca_system_score_gemma":0.0001087855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002761967,"about_ca_topic_score_gemma":0.01000775,"domain_scores_codex":[0.9925779,0.00036366,0.001391889,0.00266182,0.002094731,0.0009100404],"domain_scores_gemma":[0.9765424,0.0005073707,0.001520459,0.02118415,0.00003327672,0.0002123517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001185309,0.0002733597,0.0001632572,0.0001658584,0.0003839222,0.00005101378,0.00001765714,0.00008861544,0.001455442,0.00002722965,0.9968656,0.0003894757],"study_design_scores_gemma":[0.0007736196,0.00007514803,0.01132535,0.00042263,0.0009077748,0.00007406968,0.0002522892,0.001063813,0.00003482279,0.0000230604,0.9843857,0.0006617649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004738,0.0001803003,0.0001265229,0.002434086,0.001626,0.004330179,0.9907106,0.00008623402,0.00003231333],"genre_scores_gemma":[0.001295133,0.0002348167,0.0003911628,0.002369215,0.0008959871,0.0003906444,0.9939849,0.000272562,0.000165627],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01852233,"threshold_uncertainty_score":0.999613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6912955969","doi":"10.5285/babcd0de678e4d10aef395f1a265da03","title":"Chapter 3 of the Working Group I Contribution to the IPCC Sixth Assessment Report - data for Figure 3.37 (v20220620)","year":2022,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Climate change; Metric (unit); Index (typography); Seasonality; Citation; Panel data; Standard deviation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05454483490541753,"gpt":0.3050130265084695,"spread":0.2504681916030519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.003725642,0.0008944559,0.0008443,0.0001056689,0.001003639,0.0001707556,0.01586931,0.000336259,0.01388055],"category_scores_gemma":[0.0002020757,0.000642239,0.0001754474,0.0005731953,0.0001677786,0.0007573551,0.03437721,0.001413728,0.0004641252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009729801,"about_ca_system_score_gemma":0.0001289851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560809,"about_ca_topic_score_gemma":0.004692798,"domain_scores_codex":[0.9921323,0.0005375542,0.001357484,0.002692574,0.002432999,0.0008471095],"domain_scores_gemma":[0.9754639,0.0003870346,0.001701257,0.02222695,0.00002583053,0.0001950833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001788266,0.0005309855,0.0002763661,0.0001237223,0.0003803318,0.0000476131,0.00002579068,0.0001241318,0.001170784,0.00003337866,0.9966055,0.0005025634],"study_design_scores_gemma":[0.0008589366,0.0001177471,0.00745966,0.0001459048,0.0009366302,0.0001346357,0.0003084412,0.0006036579,0.00001863326,0.00001346534,0.9887238,0.0006785337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000664857,0.0003579854,0.00008844871,0.002080583,0.001432883,0.004499228,0.9907891,0.00004752762,0.00003938867],"genre_scores_gemma":[0.001970276,0.0002236687,0.0003633126,0.003470664,0.0005683788,0.0005841112,0.9925226,0.0002092752,0.00008772256],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01953437,"threshold_uncertainty_score":0.9996029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6969271189","doi":"10.5285/7b86ed5f-0520-4dec-9d1e-f76be05b98c9","title":"Water column acoustic data collected from 2009-03-12 to 2009-04-18 during cruise JR200 in the Scotia Sea","year":2017,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"NetCDF; Cruise; Water column; Nova scotia; Echo sounding; Volume (thermodynamics); Data processing","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04881218928507883,"gpt":0.281015774365423,"spread":0.2322035850803441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.001635861,0.001951511,0.001583643,0.0005366118,0.001179646,0.001324792,0.03044308,0.001096224,0.01449579],"category_scores_gemma":[0.0002476007,0.001625451,0.0001059588,0.0005320365,0.0003762898,0.00313857,0.02947158,0.002475156,0.1565058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184124,"about_ca_system_score_gemma":0.0002364147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08512498,"about_ca_topic_score_gemma":0.4436405,"domain_scores_codex":[0.9874234,0.001159508,0.001550587,0.004892141,0.002648734,0.002325687],"domain_scores_gemma":[0.9683061,0.0003612061,0.0007326375,0.0298795,0.00002576026,0.0006948519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006255886,0.001177351,0.0008940606,0.0002871689,0.0003268738,0.0008671373,0.0002832933,0.0002698159,0.01728826,6.477048e-9,0.9779496,0.00003089759],"study_design_scores_gemma":[0.003048437,0.00008136986,0.06191837,0.0005567094,0.001169537,0.0001240028,0.0005429017,0.001276259,0.0002499526,0.000002975202,0.9289803,0.002049184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06616738,0.000530943,0.000002085982,0.0003785356,0.0008097971,0.003341838,0.9285404,0.0001195468,0.000109483],"genre_scores_gemma":[0.003477127,0.0005324231,0.0002405454,0.003421657,0.001097982,0.0001308861,0.9901089,0.0004922831,0.000498204],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3585155,"threshold_uncertainty_score":0.9998262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6950189730","doi":"10.5285/efc082aa-5c2b-4afb-aec8-344aebaea653","title":"Carbon dioxide flux and isotopic composition from sedimentary rock weathering, Draix-Bleone Critical Zone Observatory, France","year":2021,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Sedimentary rock; Carbon dioxide; Flux (metallurgy); Carbonate; Weathering; Total organic carbon; Isotopes of carbon; Carbon fibers; Outcrop","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01952114592983088,"gpt":0.2439770343336301,"spread":0.2244558884037992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002717174,0.001285702,0.001221182,0.0001219821,0.0003284725,0.0001978428,0.002387036,0.0008167734,0.003519088],"category_scores_gemma":[0.0000230988,0.00154294,0.0001030825,0.0002966636,0.0002414933,0.001126682,0.005415636,0.001479176,0.002750215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005785406,"about_ca_system_score_gemma":0.00007150457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0254843,"about_ca_topic_score_gemma":0.002746608,"domain_scores_codex":[0.9932659,0.0004931421,0.0009540377,0.002922085,0.001425382,0.0009394865],"domain_scores_gemma":[0.9934452,0.0002969494,0.0003391711,0.00533156,0.00001901538,0.0005680769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001210582,0.001099802,0.00168791,0.0005930858,0.0004382517,0.0005772838,0.00009833842,0.00003235438,0.1359906,7.952508e-7,0.8592182,0.0001423043],"study_design_scores_gemma":[0.001844499,0.0001033283,0.01925498,0.0007649717,0.001010756,0.0001242648,0.0004367739,0.001540384,0.002581958,0.00001269879,0.9707174,0.001608021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1029964,0.0068504,0.00001860979,0.0004608909,0.0007123375,0.0006249606,0.8881904,0.0001224964,0.00002345665],"genre_scores_gemma":[0.002264607,0.001099006,0.001123609,0.004968549,0.000967336,0.0001031081,0.9891044,0.000284955,0.00008445583],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1334087,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6931586659","doi":"10.5285/d32090ff8fe342788191683eb4416411","title":"Chapter 7 of the Working Group I Contribution to the IPCC Sixth Assessment Report - Input data for Figure 7.4 (v20230517)","year":2023,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Climate change; Radiative transfer; Climate model; Atmosphere (unit); Citation; Troposphere","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06931820860244572,"gpt":0.3191873595562005,"spread":0.2498691509537548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.003784123,0.0009263704,0.0008885901,0.0001518117,0.0006397617,0.0002028002,0.01407031,0.0005124466,0.0003437557],"category_scores_gemma":[0.0003287219,0.0006392714,0.0001664709,0.0007429061,0.0001905524,0.0007587725,0.02575039,0.001139272,0.004233127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000653477,"about_ca_system_score_gemma":0.0001183039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002932071,"about_ca_topic_score_gemma":0.01262632,"domain_scores_codex":[0.9925508,0.00037174,0.001429248,0.002659081,0.002076092,0.0009130543],"domain_scores_gemma":[0.9764881,0.000506382,0.001546872,0.02121021,0.0000355433,0.0002129641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001177286,0.0002736423,0.000184551,0.0001752146,0.000389381,0.00004991271,0.00002317039,0.0000950799,0.001390438,0.00002682424,0.9968595,0.0004145526],"study_design_scores_gemma":[0.0007811965,0.00007539227,0.01168903,0.0004627689,0.0008768857,0.0000730106,0.0002181279,0.001175219,0.00003662638,0.00002351157,0.9839221,0.0006661147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005623024,0.0001732134,0.0001457834,0.002728414,0.001635265,0.004343654,0.9902974,0.000087605,0.00002636504],"genre_scores_gemma":[0.001728618,0.0002281031,0.0003995929,0.002685011,0.0009073484,0.000386247,0.993263,0.0002714507,0.00013063],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01855113,"threshold_uncertainty_score":0.9996058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6969216653","doi":"10.5285/77dff70c-2ae7-2e66-e053-6c86abc05dc6","title":"Modelled and observational freshwater flux time series for land ice in the Arctic and North Atlantic for 1958-2016 b.","year":2018,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Arctic; Sea ice; Arctic dipole anomaly; Surface runoff; Tundra; NetCDF; Cryosphere; Arctic ice pack","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04520832163702241,"gpt":0.245538930413314,"spread":0.2003306087762916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006769656,0.0006153928,0.0005643836,0.00009937229,0.0003239546,0.0002024944,0.001575311,0.0002973973,0.0003096252],"category_scores_gemma":[0.00005181986,0.0004831626,0.00004581024,0.0001416211,0.0002772134,0.001107015,0.001443179,0.0002933474,0.0006644547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011301,"about_ca_system_score_gemma":0.00005137145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002064971,"about_ca_topic_score_gemma":0.04350577,"domain_scores_codex":[0.9969823,0.0001586668,0.0005336577,0.001255448,0.0004978564,0.0005721137],"domain_scores_gemma":[0.9971129,0.000534753,0.0002750407,0.001934248,0.00002181627,0.0001212058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006380402,0.0001891521,0.003783942,0.0007878695,0.0001207975,0.000005292399,0.0001511002,0.00003268546,0.0002975099,0.000001467825,0.9939709,0.0000211834],"study_design_scores_gemma":[0.002311301,0.000181428,0.01898668,0.0001347386,0.0004068858,0.00006518162,0.00007236497,0.009010093,0.000004761489,0.0001248726,0.9680771,0.0006246123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1026099,0.000200986,0.000008034031,0.0004392045,0.00006951679,0.002099121,0.894553,0.00001830802,0.000001927174],"genre_scores_gemma":[0.0005041093,0.0003542303,0.002087589,0.001788606,0.0004000457,0.0004401295,0.9941691,0.0001232575,0.0001329831],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1021058,"threshold_uncertainty_score":0.999762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7081662873","doi":"10.5285/da6a894ffa4a42f49426c8af5c75f169","title":"SSP370-EAS126aer data produced by the CanESM5-1 model for the Regional Aerosol Model Intercomparison Project (RAMIP)","year":2025,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","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":"Radiative forcing; Aerosol; Coupled model intercomparison project; NetCDF; Earth system science; Climate model; Forcing (mathematics); Climate change","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1007217743775268,"gpt":0.2968605010943206,"spread":0.1961387267167938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0009601178,0.0006804618,0.0004694448,0.00004285044,0.0007007761,0.0003376054,0.02523198,0.0003701911,0.00002329999],"category_scores_gemma":[0.0001039447,0.0004440052,0.00008303238,0.0002880062,0.0001956779,0.0008999922,0.01841461,0.0009704186,0.00002233852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001235137,"about_ca_system_score_gemma":0.0003939996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511897,"about_ca_topic_score_gemma":0.0009763924,"domain_scores_codex":[0.995358,0.0001361929,0.0005947366,0.002510105,0.0007217219,0.0006792403],"domain_scores_gemma":[0.9845116,0.0003949339,0.0003887201,0.01458268,0.00003118524,0.00009083847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000333575,0.0001966953,0.000001827435,0.0002386755,0.000116482,0.000001913464,0.0001035354,0.009463974,0.0003094853,0.00001703951,0.9889262,0.0005908152],"study_design_scores_gemma":[0.00018708,0.000009856583,9.610742e-7,0.00004289329,0.00008973207,0.00001147227,0.00007089788,0.515446,0.000050163,0.0000393825,0.4837842,0.0002673927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000174228,0.000733279,0.03721432,0.01650276,0.0002921858,0.001608062,0.9435211,0.0000606645,0.00005014905],"genre_scores_gemma":[0.0002998009,0.0004968802,0.003018935,0.007730554,0.0002084236,0.0003595851,0.9860162,0.00001206224,0.001857634],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.505982,"threshold_uncertainty_score":0.9998012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6950490249","doi":"10.5285/f014becf-d6d5-3bb9-e044-000b5de50f38","title":"Catlin Arctic Survey winter 2011 copepod ocean acidification experiment.","year":2014,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Copepod; Ocean acidification; Arctic; Aragonite; Zooplankton; Calanus; Acartia tonsa","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05888291159319481,"gpt":0.2842466559045955,"spread":0.2253637443114007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001988545,0.001395032,0.00103825,0.0002861329,0.0002939015,0.0002667379,0.00709285,0.000816597,0.01308073],"category_scores_gemma":[0.0001077864,0.001486648,0.0001192799,0.0002915001,0.000280721,0.001204678,0.005284554,0.001220757,0.2084032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122434,"about_ca_system_score_gemma":0.000089664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02521501,"about_ca_topic_score_gemma":0.00895955,"domain_scores_codex":[0.9916285,0.001492422,0.001242693,0.003050682,0.001544558,0.001041133],"domain_scores_gemma":[0.9859743,0.0002733298,0.001042304,0.01215282,0.00003849463,0.0005187793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002030099,0.0009631345,0.001086112,0.0002449779,0.0002308401,0.00001684289,0.00006416038,0.00001238179,0.003773648,1.935492e-7,0.9933239,0.00008075107],"study_design_scores_gemma":[0.00110981,0.0001041437,0.02375114,0.0001337114,0.0003333314,0.00005164849,0.0001557996,0.0001785646,0.0005736265,0.000002512889,0.9721575,0.001448177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005361847,0.0006515001,0.000008307295,0.0001280542,0.0009048342,0.001114857,0.9916667,0.0001363289,0.00002755593],"genre_scores_gemma":[0.007008742,0.0004991756,0.0002155288,0.002242161,0.0005767923,0.00006614466,0.988736,0.0004302894,0.0002251877],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1953225,"threshold_uncertainty_score":0.99988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6913019309","doi":"10.5285/6aaa53e8-3d0a-48fe-838e-31c5b5f24ce7","title":"ARISE project - Work package 3: Stable nitrogen isotopes of bulk tissue and amino-acids of ringed seals muscle and teeth's growth layer groups of harp seals from the Arctic and sub-Arctic","year":2021,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Arctic; Bay; Subsistence agriculture; Archipelago; HARP; Seal (emblem); The arctic; Phoca","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02923715671870833,"gpt":0.2493961981402891,"spread":0.2201590414215807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001123687,0.0009455389,0.001613337,0.0001934957,0.0002083173,0.0001406743,0.001667809,0.0004921632,0.0003775041],"category_scores_gemma":[0.0001888548,0.0008215691,0.00007420914,0.0006632704,0.0008813113,0.0009150415,0.005576573,0.0007893075,0.00004874816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483284,"about_ca_system_score_gemma":0.00009968898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02781104,"about_ca_topic_score_gemma":0.005436046,"domain_scores_codex":[0.9943881,0.0009111034,0.001174844,0.001746672,0.001112074,0.0006672029],"domain_scores_gemma":[0.9937954,0.0009519545,0.001191698,0.003753546,0.00005810948,0.0002492714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001412883,0.002352853,0.1845048,0.01308466,0.002697511,0.0001795079,0.003051855,0.000009746735,0.3948907,0.000004328071,0.3969286,0.0008825293],"study_design_scores_gemma":[0.006287195,0.0007127515,0.7709957,0.004273677,0.005361377,0.0001418551,0.007945014,0.00007036197,0.06265152,0.0002731677,0.1385734,0.002714062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4593062,0.004776457,0.000001222042,0.00004559457,0.00003886788,0.0009521878,0.5348651,0.00001152143,0.000002938814],"genre_scores_gemma":[0.2521197,0.006578581,0.000608387,0.0001949523,0.00009199078,0.00007124057,0.7401693,0.0001572837,0.000008502095],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5864908,"threshold_uncertainty_score":0.9994235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6912928388","doi":"10.5285/4fd0a1bf-da1a-4021-82eb-2fc513910e32","title":"Modelled spatial predictions of the distribution and density of Antarctic krill in the South Scotia Sea between 2011-2020","year":2025,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Pew Charitable Trusts","keywords":"Krill; Antarctic krill; Norwegian; Nova scotia; Spatial distribution; Shrimp","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01625766019687575,"gpt":0.2303875450429024,"spread":0.2141298848460267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007038206,0.0004660749,0.0006356165,0.00008310968,0.0001921973,0.00002946939,0.002676154,0.0003607229,0.0001143783],"category_scores_gemma":[0.00005585138,0.0003380536,0.00008764045,0.0004289189,0.0004257018,0.0003286072,0.004194905,0.000858345,0.00008975121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002568641,"about_ca_system_score_gemma":0.0001036727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04389094,"about_ca_topic_score_gemma":0.02124881,"domain_scores_codex":[0.9964256,0.0007009444,0.0007538435,0.0008692421,0.000912541,0.0003377825],"domain_scores_gemma":[0.995197,0.0002421325,0.0006168421,0.003848713,0.00001698085,0.00007834352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001564836,0.0004545331,0.07566465,0.0006168116,0.0002406436,0.000004119254,0.0002759277,0.0006307942,0.000271613,8.191923e-7,0.9216429,0.00004072583],"study_design_scores_gemma":[0.002417078,0.0001312683,0.8556782,0.0006118264,0.003286772,0.00002817562,0.001039673,0.01134198,0.000282162,0.00003940208,0.1244328,0.0007107193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1467514,0.0001067934,0.00005717111,0.0002064106,0.0001296123,0.0009670666,0.8517675,0.00001017028,0.000003757569],"genre_scores_gemma":[0.3276606,0.0001499105,0.00001697132,0.0001014172,0.00008361946,0.00001029997,0.6719564,0.00001795624,0.000002849701],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7972101,"threshold_uncertainty_score":0.9999071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7124148868","doi":"10.5285/b0c6fdb0-2bb5-435c-93e2-e309481ceaf1","title":"Sample inventories of reference (unbrowsed) and browsed Alnus alnobetula and Salix spp. collected from the Inuvialuit Settlement region, Northwest Territories, Canada, 2022-2024 - VERSION 1.0","year":2025,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Natural Environment Research Council","keywords":"Shrub; Settlement (finance); Dendrochronology; Sample (material); Arctic; Willow","authors":[{"name":"Georgia M. Hole","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01879953183883568,"gpt":0.2190177907572102,"spread":0.2002182589183746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003675745,0.001004448,0.0009824104,0.0001601187,0.0006181406,0.0001815174,0.002870061,0.0004939561,0.001025466],"category_scores_gemma":[0.000185758,0.0009186494,0.00004383388,0.0008246925,0.0005049836,0.0005531685,0.006541831,0.0009227928,0.00002745413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281287,"about_ca_system_score_gemma":0.001129807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9872849,"about_ca_topic_score_gemma":0.9957506,"domain_scores_codex":[0.9943565,0.0004868139,0.001023802,0.001906693,0.001563513,0.0006626547],"domain_scores_gemma":[0.9934109,0.0009585314,0.0007935095,0.004444777,0.00005201086,0.0003402944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003397827,0.0001644671,0.013483,0.0003718714,0.0004198929,0.00004715247,0.0001817593,0.000003278398,0.000429459,0.000003286441,0.9844252,0.0001308783],"study_design_scores_gemma":[0.001559793,0.00009278551,0.05510436,0.0004444711,0.0007863259,0.0000137929,0.001301841,0.00005952658,0.00010499,0.00003247624,0.9397501,0.0007495597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01717761,0.002489399,0.000001544936,0.0007556779,0.0009707632,0.001073313,0.9774785,0.00003366831,0.00001954138],"genre_scores_gemma":[0.001217288,0.003090164,0.0001497872,0.00151317,0.0003174142,0.00006497998,0.9934098,0.00008152054,0.0001558527],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04467509,"threshold_uncertainty_score":0.9998877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7124149670","doi":"10.5285/bd62a79f-473b-4c00-a111-3bbe6bd446fd","title":"Shrub ring width measurements of Alnus alnobetula and Salix spp. collected from the Inuvialuit Settlement region, Northwest Territories, Canada, 2022-2024 - VERSION 1.0","year":2025,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Natural Environment Research Council","keywords":"Shrub; Settlement (finance); Dendrochronology; Woody plant; Willow","authors":[{"name":"Georgia M. Hole","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02224541402326824,"gpt":0.2215636397163201,"spread":0.1993182256930519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006187009,0.001122645,0.001002074,0.0001805056,0.0006302957,0.0001513039,0.004251032,0.0004457716,0.001341247],"category_scores_gemma":[0.00009691936,0.001037616,0.00007472783,0.0008844986,0.0002553547,0.0005459968,0.007098118,0.0009712823,0.0000996204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002871284,"about_ca_system_score_gemma":0.001187531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9758938,"about_ca_topic_score_gemma":0.9947471,"domain_scores_codex":[0.9926342,0.0005569299,0.001228147,0.002038721,0.002752684,0.0007893494],"domain_scores_gemma":[0.992692,0.0003517201,0.0009256614,0.005644639,0.0000535597,0.0003324054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002814193,0.0002798514,0.01744088,0.0002983129,0.0008590799,0.00008597048,0.00009178179,0.0000257373,0.00101967,1.193738e-7,0.9794482,0.0001690064],"study_design_scores_gemma":[0.001931867,0.00006137141,0.05674744,0.0007014843,0.001233194,0.000013503,0.0004700042,0.00006089607,0.0003438615,0.000003972772,0.9376184,0.0008139485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.007638954,0.001942761,9.441856e-7,0.0005084019,0.001814916,0.001372607,0.9866327,0.00003670195,0.00005199973],"genre_scores_gemma":[0.0007983107,0.0009504255,0.0001178997,0.001689706,0.0004629426,0.00006586144,0.9956229,0.0001135287,0.0001783686],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04182972,"threshold_uncertainty_score":0.9995717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6893980229","doi":"10.5285/60b777b4-0bd6-48c3-a301-c700854fbfa1","title":"Acclimation and acclimatisation of marine ectotherms collected at Rothera Research Station and Scott Base in Antarctica between 2004 and 2015","year":2024,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Natural Environment Research Council","keywords":"Acclimatization; Ectotherm; Climate change; Facultative; Range (aeronautics); Adaptation (eye)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07074373943913859,"gpt":0.3504367158906909,"spread":0.2796929764515523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001813114,0.0004782605,0.0005937231,0.0007772548,0.0001611693,0.0001790454,0.000530407,0.0003985037,0.001069499],"category_scores_gemma":[0.0001053265,0.0004999816,0.00001520368,0.0008208269,0.0003317255,0.001123006,0.003565118,0.0007245953,0.0008609755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007942872,"about_ca_system_score_gemma":0.00007398883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01262673,"about_ca_topic_score_gemma":0.04631881,"domain_scores_codex":[0.9957651,0.0007004674,0.0007641597,0.001301308,0.001002847,0.0004661247],"domain_scores_gemma":[0.997489,0.0005613347,0.0003256856,0.001402543,0.00003105452,0.0001904277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007849674,0.0003108609,0.03629568,0.003627235,0.0001960159,0.0000305442,0.0008132131,0.00001547521,0.02264586,0.000001301255,0.9330798,0.002199018],"study_design_scores_gemma":[0.005201409,0.000538344,0.8146858,0.00137565,0.0006263743,0.00008042838,0.001316175,0.006566768,0.0007029708,0.0004830545,0.1671448,0.001278169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.3380483,0.0005949707,8.849826e-7,0.000247931,0.00002580664,0.001057306,0.6599945,0.00001759547,0.00001272152],"genre_scores_gemma":[0.01301227,0.004741126,0.0005133033,0.00008732968,0.00007253003,0.00006477429,0.9813476,0.0001336493,0.00002739432],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7783901,"threshold_uncertainty_score":0.999917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6912963982","doi":"10.5285/8738b3cb-52c7-4b36-aa6d-6e15c0b46ba4","title":"Pan-Arctic 93-day sea ice concentration forecasts from the IceNet model and mappings between sea ice concentration and Dolphin and Union caribou sea ice crossing-start times","year":2024,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Government of Nunavut","funders":"Engineering and Physical Sciences Research Council","keywords":"Sea ice; Arctic ice pack; Cryosphere; Arctic; Antarctic sea ice; Sea ice concentration","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03056286167746991,"gpt":0.255241954587214,"spread":0.2246790929097441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001633523,0.001529105,0.001080419,0.00009219449,0.001257226,0.002444298,0.001639102,0.00097631,0.0001856333],"category_scores_gemma":[0.00009441821,0.001408328,0.0000792886,0.0004811107,0.001185274,0.003358099,0.003395098,0.00163109,0.0008351307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000769058,"about_ca_system_score_gemma":0.0002820078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03726784,"about_ca_topic_score_gemma":0.01987348,"domain_scores_codex":[0.9920446,0.001016432,0.001178602,0.003127578,0.001506099,0.001126647],"domain_scores_gemma":[0.9945982,0.00103928,0.0008372922,0.00288549,0.00005640808,0.0005833899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002744313,0.0002067991,0.01821367,0.001250367,0.0007954973,0.00005427159,0.002466927,0.0004379531,0.006479512,0.000009936691,0.9676992,0.002111459],"study_design_scores_gemma":[0.003242901,0.0001751762,0.04863739,0.001233499,0.003686594,0.00009972678,0.001597704,0.2676862,0.0003976805,0.0003019618,0.670539,0.002402135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2185179,0.004283392,0.00006669605,0.001105891,0.0002573783,0.001634476,0.7739978,0.0001190281,0.00001747423],"genre_scores_gemma":[0.1850592,0.002934038,0.0003086443,0.001696346,0.0006393772,0.00006385296,0.8090383,0.0002254439,0.00003476375],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2971601,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6969084085","doi":"10.5285/61c5097b-6717-4692-a8a4-d32cca0e61a9","title":"Canopy height, spectral reflectance (NDVI), and aboveground biomass of Salix richardsonii across a wet graminoid-shrubland ecotone on Qikiqtaruk - Herschel Island, Yukon, Canada (2016)","year":2021,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Natural Environment Research Council","keywords":"Ecotone; Biomass (ecology); Vegetation (pathology); Ground truth; Canopy; Multispectral image; Satellite; Reflectivity; Radiometry","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01929379332720102,"gpt":0.263595394680266,"spread":0.244301601353065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007398327,0.001984137,0.002051661,0.0002235838,0.0005165235,0.0003234459,0.003822536,0.0009250423,0.001719957],"category_scores_gemma":[0.00006314349,0.00202921,0.0001487821,0.0007700667,0.0005567673,0.0008801518,0.003567875,0.001632949,0.0008350981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002797942,"about_ca_system_score_gemma":0.001381817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7803812,"about_ca_topic_score_gemma":0.9851967,"domain_scores_codex":[0.989867,0.0005264908,0.001535217,0.003641196,0.002429125,0.00200092],"domain_scores_gemma":[0.9904155,0.0002826345,0.001328863,0.007084244,0.00005215452,0.000836564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006669865,0.0007537875,0.0007076467,0.001104658,0.000775118,0.000933046,0.0001537725,0.00001500621,0.01896442,0.000001296525,0.9758295,0.00009469842],"study_design_scores_gemma":[0.003243412,0.0002857224,0.007975588,0.0005097401,0.0005015385,0.0003206533,0.0007570318,0.0001310736,0.002425334,0.000009705956,0.9817855,0.002054722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1329914,0.004178258,0.000002002175,0.0003567245,0.0007686581,0.0009665187,0.8605849,0.00004967985,0.0001018438],"genre_scores_gemma":[0.005756064,0.003714202,0.0002590397,0.002327818,0.0006103438,0.00007842471,0.9865515,0.000378392,0.000324268],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2048154,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7154089340","doi":"10.5285/a33a7cc2d0a84e27a78b24d70fe257e4","title":"CanESM5-1 output prepared for the Regional Aerosol Model Intercomparison Project (RAMIP)","year":2025,"lang":"","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"NetCDF; Aerosol; Sea ice; Transient (computer programming); Sea surface temperature; Earth system science","authors":[{"name":"Luke Fraser-Leach","is_ca":false},{"name":"Paul Kushner","is_ca":false},{"name":"Knut von Salzen","is_ca":false},{"name":"Neil Swart","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1161573469398908,"gpt":0.3329510303514409,"spread":0.2167936834115501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","research_integrity"],"category_scores_codex":[0.002228342,0.003830643,0.002772494,0.0006056937,0.002273914,0.0009693831,0.0246666,0.001997939,0.0005513921],"category_scores_gemma":[0.0002213546,0.003405506,0.000741279,0.001281088,0.001236097,0.002614541,0.02450757,0.003329248,0.002468317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003478724,"about_ca_system_score_gemma":0.002177748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01360788,"about_ca_topic_score_gemma":0.03194396,"domain_scores_codex":[0.9818059,0.001011657,0.003383325,0.007567992,0.003230597,0.003000524],"domain_scores_gemma":[0.9718421,0.001848546,0.002409197,0.02318978,0.0001016622,0.0006087256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003764133,0.00316789,0.00003944014,0.002221969,0.002337444,0.00002265581,0.0008272291,0.01541666,0.0008311557,0.000007267657,0.9701717,0.001192493],"study_design_scores_gemma":[0.002798666,0.0002085635,0.00004497503,0.0006977647,0.003047832,0.00006872646,0.002182304,0.4162694,0.00005538055,0.000009051619,0.572822,0.001795346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006136902,0.003702524,0.001530119,0.001858926,0.001608429,0.01477371,0.9756013,0.0002084472,0.0001028788],"genre_scores_gemma":[0.001625757,0.004593661,0.0031175,0.008677162,0.001098869,0.003693798,0.9742838,0.0005550192,0.002354407],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4008527,"threshold_uncertainty_score":0.9992977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7114795719","doi":"10.5285/baef2e88-300f-42bc-8ccb-bfdff147a492","title":"Updated gravity-derived bathymetry for the Thwaites, Crosson and Dotson ice shelves (2009-2022)","year":2025,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Natural Environment Research Council; National Science Foundation","keywords":"Bathymetry; Depth sounding; Glacier; Bathymetric chart; Ice shelf; Post-glacial rebound","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01946555003205373,"gpt":0.2693357029368652,"spread":0.2498701529048114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.001306873,0.001499003,0.001119251,0.0003205904,0.001189345,0.0006725107,0.006485517,0.000968825,0.001214685],"category_scores_gemma":[0.0001636033,0.001263796,0.0001639103,0.0009008573,0.0005381149,0.001220241,0.008807709,0.001555861,0.0008551598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004491537,"about_ca_system_score_gemma":0.0001592617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005141722,"about_ca_topic_score_gemma":0.007623791,"domain_scores_codex":[0.9932069,0.0004320812,0.0009792702,0.00297719,0.001155172,0.001249453],"domain_scores_gemma":[0.9896531,0.001094625,0.0007266327,0.008150358,0.00003204696,0.0003432363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004639458,0.0004529133,0.00008168567,0.0006785988,0.0005644592,0.00002137078,0.00007213091,0.00001687027,0.009438082,0.000003622752,0.986741,0.001465333],"study_design_scores_gemma":[0.00217018,0.000101162,0.003679718,0.0001961813,0.00153465,0.00004066565,0.0008260402,0.0008567352,0.0004348522,0.00002785574,0.9888917,0.00124027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002606103,0.008600297,0.00002779441,0.0007842225,0.000870002,0.002544001,0.9843826,0.0001628738,0.00002213324],"genre_scores_gemma":[0.0001658742,0.005570088,0.0005740013,0.005081236,0.00048564,0.0002756446,0.9872015,0.0002019806,0.0004441082],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009003229,"threshold_uncertainty_score":0.9999228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6894290229","doi":"10.5285/c093ea38-a23d-4669-b88d-462bb49769d2","title":"Thermal physiology of the Patagonian limpet Nacella deaurata","year":2021,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Limpet; Intertidal zone; Gastropoda; Mollusca","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02454465329691575,"gpt":0.2379007211434269,"spread":0.2133560678465111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.0004038605,0.0009466117,0.0009624214,0.00008847198,0.0002473808,0.00006041483,0.009611968,0.000713574,0.006709802],"category_scores_gemma":[0.00004730637,0.0007419018,0.0001947642,0.0005129079,0.0004524829,0.0004468773,0.01710135,0.001314366,0.008975076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002535208,"about_ca_system_score_gemma":0.0001939134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003706305,"about_ca_topic_score_gemma":0.006566376,"domain_scores_codex":[0.994457,0.0009262555,0.000846806,0.001895754,0.001077007,0.0007971991],"domain_scores_gemma":[0.9848034,0.0001803589,0.0009298783,0.01387428,0.0000170252,0.0001950106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006793329,0.0005482942,0.00003928741,0.000300784,0.000234273,0.00002927049,0.0000527771,0.00007624081,0.1656165,3.676232e-7,0.8328674,0.0001669028],"study_design_scores_gemma":[0.0006716552,0.00004354842,0.01227919,0.0001591298,0.0004310112,0.00004351294,0.0004655585,0.0001380364,0.002768205,0.000002583265,0.982285,0.0007125922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03920395,0.0009644235,1.142711e-7,0.0002107813,0.0007323748,0.000588785,0.9582207,0.00003221066,0.00004671235],"genre_scores_gemma":[0.002247902,0.0007967823,0.00008641787,0.002329716,0.0004784982,0.00003581772,0.9937525,0.0002046493,0.00006765868],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1628483,"threshold_uncertainty_score":0.9995032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6912741652","doi":"10.5285/bb356c9e-b2f2-4364-badf-0ce16fb540d3","title":"Physiological acclimation and predicted persistence of species across the globe","year":2018,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; University of British Columbia","funders":"","keywords":"Ectotherm; Acclimatization; Latitude; Global warming; Range (aeronautics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07923080518755565,"gpt":0.2841511413192134,"spread":0.2049203361316577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005118269,0.0005283906,0.0005131002,0.00003596219,0.0003451471,0.00009919087,0.003538283,0.0003979047,0.001394453],"category_scores_gemma":[0.00008081344,0.0003690446,0.00005991356,0.0002711203,0.001314981,0.0006902987,0.007236898,0.0004746078,0.001370876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001500988,"about_ca_system_score_gemma":0.00002138308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000516404,"about_ca_topic_score_gemma":0.0008868048,"domain_scores_codex":[0.9967234,0.0002801863,0.0005290995,0.001132324,0.0008531548,0.0004818472],"domain_scores_gemma":[0.9952579,0.0001415999,0.0006079208,0.003857005,0.00001902892,0.0001165519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001055027,0.0002330766,0.0001479612,0.0002042835,0.00009753813,0.000003587252,0.0001775536,0.000004417705,0.01668322,4.040924e-7,0.9822958,0.00004669016],"study_design_scores_gemma":[0.0004644219,0.0001539633,0.1130506,0.0001076866,0.0002291936,0.00003253985,0.00178075,0.0004054488,0.0001561091,0.000006312141,0.8832296,0.0003833347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.09860104,0.0002201707,6.457365e-7,0.0001154044,0.0001412384,0.0005047835,0.9003609,0.0000340426,0.00002174929],"genre_scores_gemma":[0.006414891,0.00132032,0.0001153276,0.0005885415,0.0004089742,0.00002211892,0.991064,0.0000468349,0.00001904251],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1129026,"threshold_uncertainty_score":0.9998761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7118968429","doi":"10.5285/de1724ae-6798-4346-9fbe-27711e858612","title":"Whole rock major and trace element analyses of samples recovered during IODP Expedition 398 (Site U1595) in the southern basin of the Santorini caldera, southern Aegean Sea","year":2025,"lang":"","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Natural Environment Research Council","keywords":"Trace element; Structural basin; Caldera; Sea level","authors":[{"name":"Ralf Gertisser","is_ca":false},{"name":"Natasha Keeley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03702477264830636,"gpt":0.2775612175708245,"spread":0.2405364449225181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002219478,0.001863978,0.002016043,0.0005682568,0.00078531,0.0002544726,0.006684546,0.0007823179,0.001674784],"category_scores_gemma":[0.0001527557,0.001459526,0.000409516,0.001581311,0.0005160951,0.001125209,0.007071931,0.001688479,0.0004804784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008306549,"about_ca_system_score_gemma":0.000226664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04179142,"about_ca_topic_score_gemma":0.0512444,"domain_scores_codex":[0.9866565,0.003058045,0.00314944,0.002954287,0.002869382,0.001312323],"domain_scores_gemma":[0.9867873,0.0008201193,0.003030763,0.009051836,0.00004820134,0.0002617675],"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":[0.004947083,0.01028329,0.06704722,0.01197856,0.004162147,0.0001184546,0.03572755,0.005334065,0.6334161,0.000003036046,0.2255586,0.001423876],"study_design_scores_gemma":[0.01896338,0.0007461095,0.213339,0.009044856,0.01100746,0.00016077,0.3424639,0.005679773,0.03089948,0.00006166154,0.3619903,0.005643271],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4147519,0.001547084,0.000008908228,0.0002712557,0.0001771899,0.001644264,0.5815743,0.00001424271,0.0000107987],"genre_scores_gemma":[0.1975913,0.001320971,0.0001634738,0.0004236789,0.0003223596,0.0001257863,0.799745,0.0001745341,0.0001329808],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6025167,"threshold_uncertainty_score":0.9994105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6912892933","doi":"10.5285/a707cb0b-2f56-49f4-96d4-e9f5c04dd657","title":"Percent cover of tundra plant species at twelve repeat-monitoring plots (1999-2017) on Qikiqtaruk-Herschel Island, Yukon, Canada","year":2018,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Tundra; Vegetation (pathology); Plant cover; Vegetation cover; Cover (algebra); Litter; Plant community","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03967200602552138,"gpt":0.2407426942311002,"spread":0.2010706882055788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005611677,0.001739294,0.001529842,0.0002749791,0.0005181047,0.0001299869,0.005453235,0.0007439365,0.006673763],"category_scores_gemma":[0.00007346582,0.001752379,0.00016957,0.0003340694,0.0004399699,0.0007582892,0.00721359,0.001271589,0.01263014],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005721714,"about_ca_system_score_gemma":0.00049806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6394825,"about_ca_topic_score_gemma":0.8373345,"domain_scores_codex":[0.9903643,0.0003554673,0.001454367,0.002870328,0.003511074,0.001444533],"domain_scores_gemma":[0.9885052,0.0003025088,0.001341911,0.009178584,0.00003748009,0.0006343316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008531423,0.0005353566,0.001154499,0.0005373675,0.0005383036,0.0004134407,0.0001711806,0.00008388385,0.005677435,3.164686e-7,0.9900155,0.0000195543],"study_design_scores_gemma":[0.001504626,0.0002410163,0.0154637,0.0007525497,0.0005553493,0.0001412969,0.000810561,0.00005869009,0.001804829,8.163339e-7,0.9770783,0.001588264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.05416806,0.000536921,2.586972e-7,0.0001109354,0.002421745,0.0009394036,0.9413772,0.00006315612,0.0003823101],"genre_scores_gemma":[0.002512042,0.001938932,0.00009976847,0.001099221,0.001972795,0.00004410048,0.9912,0.0003684841,0.0007646121],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.197852,"threshold_uncertainty_score":0.9999278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6931707864","doi":"10.5285/0e17ec5a-579b-4e8a-a77c-7e79ec7de67b","title":"Field observations and analysis data for rock samples from Kamativi, Zimbabwe, 2018","year":2025,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","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":"Natural Environment Research Council","keywords":"Geological survey; Field (mathematics); Data set; Field survey; Geologic map","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05398967333271179,"gpt":0.2691398458292496,"spread":0.2151501724965378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001846653,0.0003408948,0.0003918929,0.00006949309,0.0001655098,0.0001071821,0.0023903,0.0003668628,0.0000930074],"category_scores_gemma":[0.000102882,0.0003324257,0.00006663825,0.0001559496,0.00001724006,0.00004969149,0.005428578,0.0001585455,0.000005227356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001720172,"about_ca_system_score_gemma":0.00005959824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001513684,"about_ca_topic_score_gemma":0.003186113,"domain_scores_codex":[0.9982531,0.000034283,0.0004278217,0.0008728,0.0001843301,0.0002276324],"domain_scores_gemma":[0.9945911,0.0001045315,0.0002230322,0.005001398,0.00001328692,0.00006665682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004659137,0.000083613,0.0002207644,0.000165028,0.001176793,2.276694e-7,0.000008667216,0.00002289042,0.001011584,6.579721e-7,0.996682,0.0005811202],"study_design_scores_gemma":[0.0004191458,0.00006976648,0.001761433,0.00002888168,0.001509048,0.000001062082,0.0001990717,0.005730763,0.0001795374,0.00001355158,0.9897363,0.0003514881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001591328,0.001450299,0.002918201,0.0003792451,0.0001108472,0.0003658452,0.9931635,0.0000057039,0.00001508723],"genre_scores_gemma":[0.0001522226,0.004222773,0.004849344,0.002180062,0.0001971833,0.000040049,0.9882129,0.00001333109,0.0001321796],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.006945812,"threshold_uncertainty_score":0.9999128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6969465808","doi":"10.5285/643aa9bc-bcd6-45ad-e053-6c86abc07da0","title":"Modelled and observational freshwater flux time series for land ice in the Arctic and North Atlantic for 1958-2016.","year":2018,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Netherlands Earth System Science Centre; Natural Environment Research Council; European Commission","keywords":"Arctic; Sea ice; Arctic dipole anomaly; Surface runoff; Cryosphere; Tundra; Arctic ice pack; NetCDF","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04623416161934535,"gpt":0.2465316351629641,"spread":0.2002974735436187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006851355,0.0006192855,0.0005699012,0.0001000684,0.0003286524,0.0002102546,0.001588768,0.0003007776,0.0003130555],"category_scores_gemma":[0.00005207137,0.0004958454,0.00004604715,0.0001462644,0.0002763711,0.001104875,0.001454722,0.000306712,0.0006471555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107586,"about_ca_system_score_gemma":0.00005010683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002197326,"about_ca_topic_score_gemma":0.0464613,"domain_scores_codex":[0.996967,0.0001592729,0.0005368798,0.001259544,0.0005039738,0.0005733728],"domain_scores_gemma":[0.9971122,0.0005203358,0.0002766263,0.001946885,0.00002196519,0.0001220581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006296754,0.000194044,0.003895131,0.0008167221,0.0001215694,0.000005394682,0.0001609127,0.00004030713,0.0002815058,0.000001430565,0.9938335,0.00001978349],"study_design_scores_gemma":[0.002260201,0.0001840583,0.02027557,0.0001253431,0.0004193586,0.0000676089,0.00007760801,0.01043748,0.000004695173,0.0001226609,0.9653958,0.0006295954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1108405,0.0001985935,0.000007552296,0.0004186242,0.00006926436,0.002104609,0.8863407,0.00001824327,0.000001887541],"genre_scores_gemma":[0.0005294352,0.0003344088,0.002206509,0.001803552,0.0003954277,0.0004406579,0.9940429,0.0001238639,0.0001232137],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1103111,"threshold_uncertainty_score":0.9997493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6950759948","doi":"10.5285/5798742d-dd5f-480b-8298-2c2b449cbab3","title":"Length, weight and abundance data of fish species captured in RMT-25 net surveys in the Scotia Sea, Southern Ocean in 2006, 2008, and 2009","year":2019,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","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":"Mesopelagic zone; Transect; Nova scotia; Polar front; Fish <Actinopterygii>; Abundance (ecology); Catch per unit effort; Front (military)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.040209822796182,"gpt":0.210141449210394,"spread":0.1699316264142121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001533754,0.0002828449,0.0004058041,0.0000676744,0.0000577844,0.00005825974,0.001506947,0.000197271,0.0007536653],"category_scores_gemma":[0.00002926887,0.0002005457,0.00001064445,0.0002200834,0.0001698745,0.000525707,0.0006956949,0.0004202997,0.0001523988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008973507,"about_ca_system_score_gemma":0.00001426648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1132633,"about_ca_topic_score_gemma":0.7708664,"domain_scores_codex":[0.9976107,0.0005551293,0.0003974901,0.0007581437,0.0003285487,0.0003499225],"domain_scores_gemma":[0.9983109,0.0002237621,0.0001604444,0.00124834,0.000002934959,0.00005361802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002256474,0.000059543,0.417352,0.0000805913,0.000009701877,0.00001714669,0.0002334827,0.0002467236,0.00000144068,6.449716e-8,0.5814011,0.0005757072],"study_design_scores_gemma":[0.0003454913,0.00004265194,0.6918879,0.00004458807,0.0000130882,0.000004451287,0.001503387,0.0009892029,2.393315e-7,0.00001069823,0.3049815,0.000176756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1036746,0.002912512,6.592735e-7,0.0007602277,0.0001210675,0.0003352354,0.8921517,0.000001882443,0.00004222398],"genre_scores_gemma":[0.03844461,0.01034496,0.00002511911,0.0009379916,0.00006856087,5.566359e-7,0.9501447,0.00000409083,0.00002942676],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6576031,"threshold_uncertainty_score":0.8926415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6931764303","doi":"10.5285/51e6c931-0cec-48aa-aa37-a60f92f8a12f","title":"Phenology of tundra plant species at eight monitoring plots (2016-2017) on Qikiqtaruk-Herschel Island, Yukon, Canada","year":2018,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"Connective Tissue Growth Factor Research","field":"Biochemistry, Genetics and Molecular Biology","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":"Tundra; Phenology; Vegetation (pathology); Plant community; Plant species; Greenhouse; Growing season","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03787759223819495,"gpt":0.2605483272514352,"spread":0.2226707350132403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001744059,0.000559142,0.0004997526,0.00008535036,0.0001759368,0.00002421734,0.002336626,0.0004951102,0.001395726],"category_scores_gemma":[0.00007041993,0.0005509851,0.0000587977,0.00009088525,0.0002421043,0.00001557468,0.004030136,0.0004249486,0.0002762267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004120287,"about_ca_system_score_gemma":0.0003029036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.154465,"about_ca_topic_score_gemma":0.5687419,"domain_scores_codex":[0.9967576,0.0001669158,0.00042977,0.001299066,0.0007065076,0.0006401615],"domain_scores_gemma":[0.9961754,0.00008185345,0.0002879585,0.003213,0.00002943399,0.0002123256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003165342,0.0001203374,0.0007620797,0.000150989,0.000243874,0.00005658167,0.0000163062,0.00000299191,0.1018983,2.896086e-7,0.8963472,0.00008452122],"study_design_scores_gemma":[0.000591136,0.0003277166,0.005215997,0.00008007402,0.000063643,0.00003484629,0.0001371195,0.000004328462,0.04240713,0.00000131707,0.9506471,0.0004896052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1225917,0.0008699796,0.000001374285,0.0001176941,0.0006472844,0.0003233497,0.8753242,0.000004914604,0.0001194904],"genre_scores_gemma":[0.01114802,0.002057681,0.00003873343,0.0002946079,0.001128794,0.00002392916,0.9846786,0.00006227418,0.0005673763],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4142769,"threshold_uncertainty_score":0.9996942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6931755264","doi":"10.5285/1705eba3-f4eb-4958-8e10-eed5e558ec10","title":"Radial growth of tundra shrubs (1990-2014) at four sites in Northern Canada (Yukon, Quebec)","year":2018,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"Social and Intergroup Psychology","field":"Social Sciences","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":"Tundra; Canopy; Vegetation (pathology); Shrub; Arctic; Series (stratigraphy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0272854324810458,"gpt":0.2666330528696761,"spread":0.2393476203886303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004464822,0.0004003683,0.000574352,0.00009925928,0.0003147331,0.00003814696,0.003009556,0.0005560946,0.003707554],"category_scores_gemma":[0.00007921793,0.0004253282,0.00006695201,0.0002788783,0.0005830992,0.0004101383,0.001460133,0.0004144082,0.0006015456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001553308,"about_ca_system_score_gemma":0.0005254222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947584,"about_ca_topic_score_gemma":0.9999418,"domain_scores_codex":[0.996568,0.0004297256,0.0005927492,0.000923039,0.0008396555,0.0006468355],"domain_scores_gemma":[0.9977908,0.0001960099,0.0004028841,0.001363698,0.00002256156,0.0002240563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000653816,0.0001386355,0.01175236,0.00005484206,0.00005472264,0.00003691669,0.0007452302,3.498488e-7,0.0001291297,0.000005007539,0.9868802,0.000137264],"study_design_scores_gemma":[0.0004189984,0.00005035303,0.02720981,0.0000403571,0.00004974543,0.000003783115,0.00139174,0.000003156896,0.00001034354,0.00003744291,0.9703684,0.0004158162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1166483,0.0002036517,2.01161e-7,0.001123135,0.001287462,0.0003260446,0.8799207,0.00001288779,0.0004776342],"genre_scores_gemma":[0.01144668,0.0008544297,0.00002104504,0.002941781,0.001228338,0.00001948575,0.9830747,0.00003564325,0.000377893],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1052016,"threshold_uncertainty_score":0.9998199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6913163552","doi":"10.5285/90d09062-2f50-4742-b4da-41b92d88fbe6","title":"Number of flowering tundra plant species at eight monitoring plots (2017) on Qikiqtaruk-Herschel Island, Yukon, Canada","year":2018,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Tundra; Vegetation (pathology); Plant species; Plant community; Plot (graphics); Global biodiversity","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03381400258928807,"gpt":0.247143725572121,"spread":0.213329722982833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004067429,0.001499017,0.001284952,0.0001842105,0.0004588689,0.0001104533,0.005054744,0.0006296023,0.008473247],"category_scores_gemma":[0.00004629548,0.00154249,0.0001185132,0.0003307647,0.0002961772,0.000769299,0.006665136,0.001085818,0.01349133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003358475,"about_ca_system_score_gemma":0.0003098114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5598606,"about_ca_topic_score_gemma":0.8675928,"domain_scores_codex":[0.9923407,0.0002100893,0.001188679,0.002270072,0.002686957,0.001303529],"domain_scores_gemma":[0.9910333,0.0002426409,0.0009752078,0.007202303,0.00002687015,0.0005196498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004216581,0.0003164028,0.001358164,0.0004956707,0.0004329454,0.0003571407,0.00008675133,0.0000516965,0.006984386,3.65094e-7,0.989475,0.00001978013],"study_design_scores_gemma":[0.001061177,0.00007390457,0.006912658,0.0006983169,0.0003507824,0.0001681532,0.0003955061,0.00006171854,0.003783038,0.000001232504,0.9850716,0.001421927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.08715201,0.0002351857,3.506402e-7,0.0000531588,0.002390591,0.0005583114,0.9091188,0.00005298455,0.0004386289],"genre_scores_gemma":[0.002006354,0.0009585355,0.0002403852,0.0004488942,0.001960629,0.00003782474,0.993532,0.0003536979,0.0004616926],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3077321,"threshold_uncertainty_score":0.9997759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6968856420","doi":"10.5285/062ae7b9-e68b-4a34-808a-2731b15b9dfd","title":"Mapped winter road connections to remote First Nations communities in Canada 2022-2023, using open data sources and satellite imagery","year":2024,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Natural Environment Research Council","keywords":"Open water; Satellite imagery; Quadrat; Shapefile; Climate change; Geographic coordinate system; Global Positioning System; Data archive","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06498815583397044,"gpt":0.2905808036019989,"spread":0.2255926477680285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.0009320785,0.0008608555,0.0008017721,0.0006894993,0.0008558673,0.001040414,0.01037864,0.0002432554,0.002019239],"category_scores_gemma":[0.00009056921,0.0009859493,0.00003014996,0.001117823,0.0001965025,0.002416339,0.05430033,0.001332275,0.004908512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002413378,"about_ca_system_score_gemma":0.0007490735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9932465,"about_ca_topic_score_gemma":0.9998236,"domain_scores_codex":[0.9951731,0.0004856075,0.0009665018,0.001812772,0.0008050863,0.0007569605],"domain_scores_gemma":[0.9897262,0.0005620892,0.0003053137,0.009034648,0.00001474599,0.0003569791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006030379,0.0001185687,0.0003396745,0.0004885566,0.0002328265,0.0001492343,0.0002960303,0.0002457694,0.0001860242,2.718327e-7,0.9973699,0.0005127944],"study_design_scores_gemma":[0.0004709195,0.0000168375,0.002434132,0.001221327,0.000362884,0.000132366,0.01218413,0.006553684,0.000006073021,0.000004946873,0.9756357,0.0009769748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01124181,0.002162881,0.000002580484,0.001024825,0.0006126966,0.00140357,0.9833785,0.00003802751,0.0001351419],"genre_scores_gemma":[0.001052597,0.003299372,0.0007693357,0.002287169,0.0001806605,0.00003124799,0.9920359,0.0002196181,0.0001241632],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0439217,"threshold_uncertainty_score":0.9999966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6894291637","doi":"10.5285/f803893c-7978-42cf-993a-e0886dc32a9a","title":"Zooplankton picked from a sediment trap (400 m depth) at the P3 observation site, Northeast Scotia Sea, throughout 2018","year":2024,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Zooplankton; Sediment trap; Nova scotia; Cruise; Sediment; Pelagic zone","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03918838562469664,"gpt":0.2672782310163083,"spread":0.2280898453916116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.000786028,0.001918162,0.001144628,0.000196731,0.0006885281,0.0005057281,0.005699091,0.001030805,0.008674888],"category_scores_gemma":[0.0000220908,0.001580313,0.0002697762,0.0008265269,0.0004748921,0.001655636,0.009226375,0.001950927,0.3881392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002237106,"about_ca_system_score_gemma":0.0001814684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05853017,"about_ca_topic_score_gemma":0.2368406,"domain_scores_codex":[0.99015,0.00063486,0.001415445,0.003744173,0.002753966,0.00130154],"domain_scores_gemma":[0.9879946,0.0003519333,0.0008473994,0.01039934,0.00001996872,0.0003867658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003971429,0.0006303433,0.002537208,0.0003522665,0.0008164116,0.0001266945,0.0004148479,0.0001020562,0.004189936,2.539501e-7,0.9899948,0.0004380557],"study_design_scores_gemma":[0.00132534,0.0001172877,0.02188528,0.0004158771,0.002137079,0.00006669078,0.0005733422,0.001450597,0.0002095144,0.00001541148,0.9702609,0.001542678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.05491493,0.004004432,0.00000405242,0.001098175,0.001964565,0.002071586,0.9355934,0.0002633794,0.00008551997],"genre_scores_gemma":[0.0009657792,0.0009994415,0.0002477858,0.005949837,0.001273334,0.0001708941,0.9894424,0.0005454024,0.0004051411],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3794643,"threshold_uncertainty_score":0.9996806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6950281426","doi":"10.5285/8cdf7941-f13b-4237-b921-05a6c6cde40a","title":"Geophysical survey of Peninsula Point, NWT, Canada, using Tromino 3G ENGY instruments, 2019-07-31 - 2019-08-03","year":2020,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Peninsula; Metadata; Arctic; Geological survey; The arctic; Natural (archaeology); Geophysical survey","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03636542768694056,"gpt":0.2483359932018676,"spread":0.211970565514927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.0009164242,0.00198089,0.002381975,0.000264277,0.000348813,0.0001870147,0.007828738,0.0008334434,0.003173619],"category_scores_gemma":[0.0002025081,0.00226109,0.0001984545,0.0009000211,0.0003999545,0.001671465,0.01044562,0.002071795,0.02519173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003086445,"about_ca_system_score_gemma":0.002260981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9744248,"about_ca_topic_score_gemma":0.7494412,"domain_scores_codex":[0.9887134,0.001269227,0.002022881,0.00332954,0.00305087,0.001614029],"domain_scores_gemma":[0.9888331,0.0004759708,0.001860782,0.007728238,0.00005154909,0.001050356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000466032,0.0006760941,0.001356236,0.0003978523,0.0006501284,0.0001526215,0.00003089794,0.00006856897,0.01481059,5.49195e-7,0.9812942,0.0000962016],"study_design_scores_gemma":[0.002463917,0.0001738038,0.0995131,0.0002217889,0.0009373383,0.00009040712,0.000129254,0.002187304,0.0003990692,0.000002867083,0.8918214,0.00205976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.09951894,0.0003269604,0.000001257198,0.0001006189,0.0008596459,0.00114934,0.8979576,0.00005600424,0.00002969196],"genre_scores_gemma":[0.004811933,0.0004267223,0.0004056065,0.001706216,0.0005174921,0.00002333301,0.9915479,0.0004678574,0.00009293755],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2249836,"threshold_uncertainty_score":0.9992934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6931560613","doi":"10.5285/3a1e1bde-f356-c7f5-e063-7086abc04c0b","title":"Moored Acoustic Doppler Current Profiler (ADCP) and hydrographic measurements from the RAPID WAVE Scotian Line 2008-2014.","year":2025,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Acoustic Doppler current profiler; Hydrography; Mooring; Current (fluid); Buoy; Hydrographic survey; Current meter; Instrumentation (computer programming)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0642334911586357,"gpt":0.2716015768336509,"spread":0.2073680856750152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001184629,0.001808484,0.001205505,0.0003582055,0.0006207055,0.0003939069,0.005198082,0.0007315666,0.005117994],"category_scores_gemma":[0.0000975387,0.001462189,0.0001820208,0.0008005014,0.000578812,0.0009314882,0.008299962,0.002194555,0.003265662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004590548,"about_ca_system_score_gemma":0.0001860496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006538118,"about_ca_topic_score_gemma":0.01194014,"domain_scores_codex":[0.9905943,0.0009299332,0.001277618,0.003391762,0.002531558,0.001274863],"domain_scores_gemma":[0.9888649,0.000345797,0.0008457841,0.009374061,0.00003888943,0.0005305903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002042866,0.001005626,0.0005899429,0.0004312833,0.0008557716,0.00002652904,0.00006072435,0.00004865965,0.003208131,9.012951e-8,0.9909375,0.00263144],"study_design_scores_gemma":[0.002530844,0.00008681463,0.01007492,0.0008688513,0.002607286,0.00002779612,0.0001801504,0.001434736,0.000100964,0.00001214485,0.9806272,0.00144829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002080854,0.01928123,0.000008892924,0.0005009843,0.001619196,0.002883129,0.9734699,0.0001293779,0.00002646038],"genre_scores_gemma":[0.001266352,0.01055103,0.0002392938,0.002362058,0.0008826269,0.0002864825,0.9841642,0.0002083052,0.00003962407],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01069435,"threshold_uncertainty_score":0.9997207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6950267099","doi":"10.5285/6aae1d3a-8c1e-41a3-9056-55e66b602346","title":"Water column acoustic data collected from 2009-12-12 to 2009-12-19 during cruise JR230 in the Scotia Sea","year":2017,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","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":"NetCDF; Cruise; Water column; Nova scotia; Echo sounding; Volume (thermodynamics); Data processing","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02972597646245059,"gpt":0.2255073647667252,"spread":0.1957813883042746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007266746,0.0007279218,0.0007175798,0.0001667367,0.0006550423,0.0007011808,0.01043703,0.0004069303,0.0161371],"category_scores_gemma":[0.00006364172,0.0005384425,0.00005375466,0.0001473841,0.00009567203,0.001261681,0.004013604,0.0008621155,0.01125033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004939151,"about_ca_system_score_gemma":0.0001131358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4123667,"about_ca_topic_score_gemma":0.9299104,"domain_scores_codex":[0.9948714,0.0004103101,0.0007448197,0.001910414,0.001058381,0.001004618],"domain_scores_gemma":[0.9907259,0.0002095322,0.0002807325,0.008355182,0.000007204121,0.0004213894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001772027,0.0001361809,0.01979263,0.0002217196,0.00008070984,0.0003626629,0.0001151449,0.0005163265,0.00009827858,4.257071e-9,0.9780622,0.0004368991],"study_design_scores_gemma":[0.0007504009,0.00007586188,0.1776516,0.0001391605,0.0001726856,0.00006387136,0.000321754,0.003802308,0.000008648459,0.000003258048,0.816329,0.0006814266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.05626029,0.0003302556,0.000002372605,0.0003459711,0.0007533368,0.001202648,0.9405602,0.0000285496,0.0005163334],"genre_scores_gemma":[0.0191869,0.0005460934,0.00005203277,0.002558577,0.0006773132,0.00001000288,0.9762069,0.00002662813,0.0007355865],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5175437,"threshold_uncertainty_score":0.9997067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6912986327","doi":"10.5285/e2921d09-975c-4236-8acf-039d7462762e","title":"CTD fluorescence and faecal pellet data from the Ecosystems Western Core Box and Moorings cruise to the Scotia Sea, Southern Ocean (JR304)","year":2018,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"CTD; Mesopelagic zone; Zooplankton; Cruise; Nova scotia; Sampling (signal processing); Pellet; Gelatinous zooplankton","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05053191256247701,"gpt":0.263474776323997,"spread":0.21294286376152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.00157407,0.001432608,0.0009550635,0.00009652055,0.0008078075,0.0009405349,0.01487431,0.0005543953,0.001071236],"category_scores_gemma":[0.00008721538,0.0009702292,0.00005441709,0.0003294199,0.0007636984,0.001208572,0.03408289,0.001339017,0.03056487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002169618,"about_ca_system_score_gemma":0.00007952573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06049492,"about_ca_topic_score_gemma":0.1502199,"domain_scores_codex":[0.9918903,0.0006010294,0.0009338121,0.003825154,0.001671061,0.0010787],"domain_scores_gemma":[0.9816682,0.0005417732,0.0006583657,0.01644881,0.00002065493,0.0006621625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002049215,0.0001636358,0.01100626,0.0001688274,0.0002487736,0.00004871835,0.0007890665,0.000003691622,0.0006795608,1.072748e-7,0.9865242,0.0001621997],"study_design_scores_gemma":[0.0009330814,0.00009431466,0.009160835,0.0005363867,0.000744775,0.0001292861,0.002526472,0.001964465,0.00001810377,0.000004090351,0.9827682,0.001120021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1094989,0.001554582,0.000003377002,0.0009493047,0.0004927486,0.001850763,0.8855696,0.00007442241,0.00000630205],"genre_scores_gemma":[0.002512092,0.0009054638,0.000234053,0.003697256,0.001946651,0.00002278361,0.9902769,0.0003288303,0.00007599587],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1069868,"threshold_uncertainty_score":0.9998424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7081668975","doi":"10.5285/c9c6758e793e45f7ba7629f266757271","title":"SSP370-126aer data produced by the CanESM5-1 model for the Regional Aerosol Model Intercomparison Project (RAMIP)","year":2025,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","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":"Coupled model intercomparison project; Radiative forcing; Aerosol; Earth system science; NetCDF; Forcing (mathematics); Climate model; Climate change","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1007985073934324,"gpt":0.2973001523084117,"spread":0.1965016449149793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0009352547,0.0006692992,0.0004648437,0.00004208639,0.0006876509,0.000328637,0.0250375,0.0003663844,0.00002304809],"category_scores_gemma":[0.00009738641,0.0004355019,0.00008167263,0.0002824042,0.0001912021,0.0008897957,0.01884777,0.0009583897,0.00002121613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221722,"about_ca_system_score_gemma":0.0003710917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001498682,"about_ca_topic_score_gemma":0.001052514,"domain_scores_codex":[0.9954491,0.0001306896,0.0005860251,0.002461875,0.0007014124,0.0006709123],"domain_scores_gemma":[0.9846954,0.0003902421,0.0003821299,0.01441459,0.00003074024,0.00008685787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000031157,0.0001953854,0.000001803998,0.0002351748,0.0001129679,0.00000188289,0.0001058344,0.008839598,0.0002926744,0.00001567065,0.9895746,0.0005932142],"study_design_scores_gemma":[0.0001925633,0.00001003006,9.240239e-7,0.00004220175,0.00008701404,0.0000113144,0.00006534078,0.51372,0.00005243177,0.00003812318,0.4855174,0.0002626508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001655109,0.0006880997,0.04125106,0.01695806,0.0002860947,0.001569845,0.9391213,0.00005906565,0.0000499128],"genre_scores_gemma":[0.000283631,0.0004987267,0.003276035,0.008088133,0.0002048314,0.0003506615,0.985486,0.00001176247,0.001800271],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5048804,"threshold_uncertainty_score":0.9998097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6913326619","doi":"10.5285/723c136b-9cc3-4b3d-bde5-65840031e79b","title":"Chlorophyll-a and phaeopigment-a from RRS Discovery Southern Ocean cruise DY098 to the Scotia Sea and South Sandwich Islands, during austral spring 2019","year":2021,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Cruise; Spring (device); Nova scotia; Ecosystem; Period (music); On board","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01372522436921588,"gpt":0.2185476048365284,"spread":0.2048223804673125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0003978078,0.001365742,0.0009922512,0.0001862979,0.0006133798,0.001030024,0.002822575,0.0004646553,0.0005847831],"category_scores_gemma":[0.00002865452,0.001171777,0.0001052477,0.0003351625,0.0002623286,0.00134822,0.01140578,0.00124545,0.004877652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003098406,"about_ca_system_score_gemma":0.00006612566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02090739,"about_ca_topic_score_gemma":0.01758585,"domain_scores_codex":[0.9935939,0.0003176615,0.0007896958,0.002948132,0.001230208,0.001120403],"domain_scores_gemma":[0.9936507,0.0001295584,0.0004576695,0.005174302,0.000009609485,0.0005781153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007417031,0.0006116049,0.04194898,0.0007025875,0.001156736,0.0004614606,0.002734854,0.0001750805,0.01112119,2.284609e-7,0.940169,0.0001765954],"study_design_scores_gemma":[0.008222979,0.0001658508,0.3347856,0.001624263,0.00288688,0.0002073216,0.01896349,0.0002958381,0.001139801,0.000008441561,0.6270739,0.004625692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4610141,0.001241451,0.000001798758,0.0001090854,0.0002487909,0.0006133846,0.5367329,0.00003527771,0.000003203843],"genre_scores_gemma":[0.06826317,0.0007324929,0.0001302653,0.000828576,0.001023737,0.00001821796,0.9285223,0.0002960581,0.0001851048],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3927509,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6912808478","doi":"10.5285/f9e983e6-d2d8-4988-9c56-ca040b51ee39","title":"South Orkney Fast-Ice series (SOFI)","year":2014,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","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":"Series (stratigraphy); Bay; Breakout; Nova scotia","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02509527102656902,"gpt":0.2369113773164275,"spread":0.2118161062898585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.0008709666,0.001805858,0.00134025,0.000305404,0.0004767613,0.0003572283,0.009259764,0.001137248,0.01097231],"category_scores_gemma":[0.00008151817,0.001891368,0.0001584905,0.0005684363,0.0004192607,0.002067897,0.01165188,0.001749651,0.2413041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005562081,"about_ca_system_score_gemma":0.0001184511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002716648,"about_ca_topic_score_gemma":0.005581341,"domain_scores_codex":[0.9915379,0.0005710996,0.001122731,0.003297393,0.002005392,0.001465509],"domain_scores_gemma":[0.9848963,0.0001419213,0.001000265,0.01325483,0.00001831453,0.0006883535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001994919,0.0003631336,0.00008592402,0.0005044622,0.0002599689,0.00008511141,0.0001295243,0.00003883197,0.0009841183,0.000001595489,0.9970349,0.0003129494],"study_design_scores_gemma":[0.001018838,0.0001231768,0.0009869463,0.000187254,0.0006707848,0.000159252,0.0008300718,0.0001148002,0.00008126748,0.00000860331,0.9939044,0.001914681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005951823,0.0003519833,0.000008661325,0.0002601919,0.0009324927,0.0008884239,0.9963872,0.0002942786,0.0002816214],"genre_scores_gemma":[0.0001212294,0.0004346481,0.000718248,0.004967943,0.001383886,0.00009570613,0.9910868,0.000533474,0.0006580426],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2303318,"threshold_uncertainty_score":0.9994687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}