{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"4693cd28dc78","filters":{"venue":"Satellite Oceanography and Meteorology"}},"results":[{"id":"W2462920463","doi":"10.18063/som.2016.01.004","title":"Assessing the performance of a multi-nested ocean circulation model using satellite remote sensing and in situ observations","year":2016,"lang":"en","type":"article","venue":"Satellite Oceanography and Meteorology","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hydrography; Oceanography; Upwelling; Buoy; Climatology; Sea surface temperature; Downscaling; Tide gauge; Forcing (mathematics); Environmental science; Current (fluid); Satellite; Ocean current; Nova scotia; Geology; Sea level; Climate change","authors":[{"name":"Shiliang Shan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0413110668532462,"gpt":0.2525226439680596,"spread":0.2112115771148134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005557191,0.0001925769,0.0002747354,0.0001381699,0.0002286925,0.00004778805,0.0001041603,0.0001284815,0.000003850455],"category_scores_gemma":[0.0000426276,0.0001184611,0.00005695226,0.0007695021,0.0005220987,0.0005899396,0.00001923358,0.0001207641,3.748283e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000268496,"about_ca_system_score_gemma":0.00004450293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001090108,"about_ca_topic_score_gemma":0.0003410834,"domain_scores_codex":[0.998638,0.000154468,0.0003957305,0.0003348553,0.0001348066,0.0003421533],"domain_scores_gemma":[0.9991468,0.0003233073,0.0001979683,0.0001772972,0.00007724102,0.00007742851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003387833,0.00000652437,0.8013107,0.00005112294,0.00002054697,0.000002116406,0.0003072907,0.001265023,0.003738483,0.00001352702,1.759808e-7,0.1932507],"study_design_scores_gemma":[0.0003431826,0.00003965466,0.7229452,0.00008795349,0.00003744089,0.00002800999,0.0001561317,0.2746003,0.0004068961,0.001170776,0.00004770859,0.0001367422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852642,0.008000999,0.006236103,0.0001385348,0.00006860166,0.0001663072,0.000007245251,0.00002856455,0.00008948952],"genre_scores_gemma":[0.9675776,0.007433807,0.02479783,0.0001491214,0.00001852372,3.693869e-8,0.000009597778,0.000006536812,0.000006981173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2733353,"threshold_uncertainty_score":0.4830704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2776125368","doi":"10.18063/som.v2i2.328","title":"Impacts of model resolution on simulation of meso-scale eddies in the Northeast Pacific Ocean","year":2017,"lang":"en","type":"article","venue":"Satellite Oceanography and Meteorology","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada; Bedford Institute of Oceanography","funders":"","keywords":"Eddy; Anomaly (physics); Latitude; Geology; Climatology; Satellite; Longitude; Scale (ratio); Geodesy; Environmental science; Meteorology; Physics; Turbulence","authors":[{"name":"Youyu Lu","is_ca":true},{"name":"Jiaxing Li","is_ca":false},{"name":"Lei Ji","is_ca":true},{"name":"Charles G. Hannah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01764077941023331,"gpt":0.242179826940999,"spread":0.2245390475307657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005942488,0.0001515152,0.0002804571,0.0001109916,0.0002397811,0.00002678051,0.0002867656,0.0001094224,0.00001333901],"category_scores_gemma":[0.00005775438,0.00009935971,0.00009763947,0.0002498739,0.0006722944,0.0002228813,0.00001007771,0.0001318497,8.999383e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":7.403444e-7,"about_ca_system_score_gemma":0.00002352641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001469458,"about_ca_topic_score_gemma":0.0005454565,"domain_scores_codex":[0.99889,0.0001147699,0.0003165653,0.0002290739,0.0001867618,0.0002628443],"domain_scores_gemma":[0.9990261,0.0002120591,0.0003029644,0.0003486392,0.00005625772,0.00005399961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002816432,0.00004041123,0.9747626,0.00006061229,0.0000215621,0.000001633598,0.001227115,0.008090608,0.00001537438,0.000289416,0.000009027884,0.01519995],"study_design_scores_gemma":[0.0003807635,0.0004820868,0.9557016,0.00004047675,0.00003690355,0.000003441921,0.0007479194,0.03527407,0.000109542,0.006804371,0.0002965683,0.0001222582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919056,0.003558304,0.0001422928,0.0001867329,0.00007071658,0.0001527722,0.0000557935,0.00001044571,0.003917309],"genre_scores_gemma":[0.9963148,0.003170734,0.000385305,0.00007135766,0.0000223454,3.080439e-7,0.00002449135,0.000003186447,0.000007513619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02718346,"threshold_uncertainty_score":0.4051771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781171076","doi":"10.18063/som.v2i2.316","title":"The variability of the sediment plume and ocean circulation features of the Nass River Estuary, British Columbia","year":2017,"lang":"en","type":"article","venue":"Satellite Oceanography and Meteorology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"ASL Environmental Sciences (Canada)","funders":"","keywords":"Bay; Estuary; Oceanography; Inlet; Plume; Discharge; Geology; Tidal range; Hydrology (agriculture); Sediment; Environmental science; Drainage basin; Geography; Meteorology; Geomorphology","authors":[{"name":"David B. Fissel","is_ca":true},{"name":"Yuehua Lin","is_ca":false},{"name":"Alison Scoon","is_ca":false},{"name":"Jose Lim","is_ca":false},{"name":"Leslie Brown and Ryan Clouston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003799177710248046,"gpt":0.1843536807328779,"spread":0.1805545030226299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007978837,0.00008907489,0.000174235,0.000008770921,0.0008032304,0.00008866514,0.0004072815,0.00009411619,0.000019448],"category_scores_gemma":[0.00008110118,0.0000626789,0.0001096224,0.00009839643,0.001793464,0.00009167562,0.000529472,0.0001230054,3.046414e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001386234,"about_ca_system_score_gemma":0.000007818855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005109471,"about_ca_topic_score_gemma":0.03110378,"domain_scores_codex":[0.9989075,0.0002405493,0.0002314185,0.0002443012,0.0001815775,0.0001946586],"domain_scores_gemma":[0.9988744,0.0001604285,0.0002875207,0.0006178556,0.00001674148,0.0000430673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001578049,0.0000219625,0.987143,0.00002123165,0.00003344667,3.907666e-7,0.0002657559,0.00001100875,0.000329573,0.0001299133,0.0001028547,0.01192512],"study_design_scores_gemma":[0.0002239827,0.00004115705,0.9901056,0.00001576197,0.0000483464,0.00002208473,0.00004572289,0.0001688014,0.00005611064,0.007296101,0.001909922,0.0000663868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970894,0.0003557122,0.000008473222,0.0002753775,0.0002784671,0.0003583737,0.00003475253,0.000005790373,0.001593663],"genre_scores_gemma":[0.9992911,0.0004575689,0.00005229742,0.00004765007,0.00001182775,0.000002428638,0.000001566593,0.000005955583,0.0001296493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02599431,"threshold_uncertainty_score":0.9865761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2331024728","doi":"10.18063/som.2016.01.003","title":"A comparative study of satellite-based operational analyses and ship-based in-situ observations of sea surface temperatures over the eastern Canadian shelf","year":2016,"lang":"en","type":"article","venue":"Satellite Oceanography and Meteorology","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hydrography; Satellite; Sea surface temperature; Climatology; Environmental science; In situ; Oceanography; Meteorology; Geology; Geography; Engineering","authors":[{"name":"Yongsheng Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03906947331905611,"gpt":0.2650494444712013,"spread":0.2259799711521452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003607635,0.0002015093,0.0003982221,0.0001721675,0.0001613259,0.00003098372,0.0001809071,0.00008642866,0.00005789814],"category_scores_gemma":[0.00002606808,0.0001140775,0.0000652256,0.0009291333,0.0006108095,0.0001693856,0.000008837384,0.0001082438,6.51211e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002330534,"about_ca_system_score_gemma":0.0001779717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01625445,"about_ca_topic_score_gemma":0.3071794,"domain_scores_codex":[0.9985075,0.0003142401,0.0003826463,0.0003186717,0.0001917403,0.0002852304],"domain_scores_gemma":[0.9987025,0.00070844,0.0001380147,0.0001879045,0.0001235101,0.0001396449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001449192,0.00007214126,0.9967512,0.00002830339,0.0000927756,0.000005118095,0.0007211037,0.000366477,0.0005831099,0.00007285803,0.000006394826,0.001155521],"study_design_scores_gemma":[0.0009010236,0.0005378588,0.9951352,0.00003104256,0.00006398699,0.00000195504,0.0009653219,0.0006669865,0.0008869214,0.0001919611,0.0004759982,0.0001417183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890264,0.009898546,0.00002045743,0.0003189908,0.00005285165,0.0003145684,0.0001315821,0.000009619449,0.0002270228],"genre_scores_gemma":[0.9983186,0.0006455507,0.000618753,0.0003438687,0.00001218434,0.000001807473,0.00004584955,0.000003654008,0.000009789783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2909249,"threshold_uncertainty_score":0.9902964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781121875","doi":"10.18063/som.v2i2.321","title":"Circulation, dispersion and hydrodynamic connectivity over the Scotian Shelf and adjacent waters","year":2017,"lang":"en","type":"article","venue":"Satellite Oceanography and Meteorology","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bedford Institute of Oceanography; Dalhousie University","funders":"","keywords":"Baroclinity; Oceanography; Barotropic fluid; Forcing (mathematics); Bay; Dispersion (optics); Geology; Continental shelf; Submarine pipeline; Front (military); Climatology; Environmental science","authors":[{"name":"Yi Sui","is_ca":true},{"name":"Jinyu Sheng","is_ca":true},{"name":"Kyoko Ohashi","is_ca":true},{"name":"Yongsheng Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007314268332758088,"gpt":0.2032778745188024,"spread":0.1959636061860443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003703761,0.0001919621,0.0002195963,0.00004631516,0.001099892,0.0001870972,0.0001685,0.0001082886,0.00005735574],"category_scores_gemma":[0.00003550958,0.0001215705,0.00005442342,0.0001095633,0.001221557,0.0003617214,0.00004408777,0.0001453684,0.000002067173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.666422e-7,"about_ca_system_score_gemma":0.00001142204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003012853,"about_ca_topic_score_gemma":0.0005042107,"domain_scores_codex":[0.9989068,0.00009890283,0.0001562226,0.0004023398,0.00011443,0.0003212874],"domain_scores_gemma":[0.9992856,0.0001450866,0.0001234936,0.0002747111,0.00002363934,0.0001475046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004364392,0.000007403472,0.9460797,0.00003242886,0.0000465302,0.000004338874,0.0003056816,0.000008513683,0.00002234497,0.0003154302,0.0000101862,0.05312384],"study_design_scores_gemma":[0.000366419,0.0001183071,0.9886588,0.0000138422,0.00006097051,0.00003682574,0.0001599117,0.002227566,0.00001339789,0.004849548,0.003326548,0.0001678142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881469,0.009754245,0.00005202197,0.0008111066,0.0002523133,0.0001696164,0.00002021944,0.00002874027,0.0007648462],"genre_scores_gemma":[0.9866223,0.01280921,0.0001363329,0.0003493149,0.00004368854,6.256146e-7,0.00001782562,0.000004404731,0.00001625153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05295603,"threshold_uncertainty_score":0.8459591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324503803","doi":"10.18063/som.2016.01.002","title":"Annual sea level variations off Atlantic Canada from satellite altimetry","year":2016,"lang":"en","type":"article","venue":"Satellite Oceanography and Meteorology","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","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":"Tide gauge; Annual cycle; Altimeter; Sea level; Oceanography; Sea-surface height; Water column; Climatology; Salinity; Temperature salinity diagrams; Gulf Stream; Environmental science; Geology; Geodesy","authors":[{"name":"Guoqi Han","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01517720937716328,"gpt":0.1936726279695717,"spread":0.1784954185924085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000284122,0.0002342272,0.0002980035,0.0001490918,0.0002077498,0.00002440301,0.0002026523,0.0001232597,0.0004633978],"category_scores_gemma":[0.00003465323,0.0001635495,0.0000886514,0.0003398564,0.0001640247,0.0001872672,0.00001855072,0.0001211057,0.0000579546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005278763,"about_ca_system_score_gemma":0.0001373179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.361246,"about_ca_topic_score_gemma":0.6473043,"domain_scores_codex":[0.9982483,0.0001870923,0.0002912885,0.0004559387,0.0002958945,0.0005214714],"domain_scores_gemma":[0.9988946,0.0003695838,0.0001104579,0.0002695274,0.00009113903,0.0002647031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004989189,0.00001410207,0.8151064,0.000005722842,0.0001205431,0.00001288056,0.00008060754,0.000001237457,0.0001662756,0.0002180064,0.0003083317,0.183916],"study_design_scores_gemma":[0.0004347815,0.00009984065,0.9095895,0.00001184986,0.00006334081,0.000005869932,0.00004149649,0.0000231356,0.0001327159,0.005504536,0.08386927,0.0002236625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853956,0.006383736,0.0001925453,0.0008033547,0.0007285078,0.0001664468,0.004997871,0.00003527567,0.001296632],"genre_scores_gemma":[0.9951631,0.002722016,0.0007342159,0.000688004,0.0001321239,9.050858e-7,0.0004153213,0.000006367369,0.000137932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2860583,"threshold_uncertainty_score":0.6669355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2334202879","doi":"10.18063/som.2016.01.001","title":"Sea level pressure response to the specification of eddy-resolving sea surface temperature in simulations of Australian east coast lows","year":2016,"lang":"en","type":"article","venue":"Satellite Oceanography and Meteorology","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Lloyd's Register; Lloyd's Register Foundation","keywords":"Sea surface temperature; Climatology; Mesoscale meteorology; Eddy; Convection; Geology; Landfall; Environmental science; Pressure gradient; Atmospheric sciences; Tropical cyclone; Meteorology; Oceanography; Turbulence; Geography","authors":[{"name":"Christopher Chambers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02901717405541361,"gpt":0.2520005477980525,"spread":0.2229833737426389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001563364,0.0001295869,0.0002083323,0.0001126202,0.00007167733,0.000007679147,0.0001900243,0.0001510533,0.000129225],"category_scores_gemma":[0.0001333012,0.00008332445,0.00006451199,0.0005437111,0.0003965367,0.0001244163,0.00009312392,0.0001082384,0.000004688002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001435249,"about_ca_system_score_gemma":0.00001123537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001377202,"about_ca_topic_score_gemma":0.00119316,"domain_scores_codex":[0.9984843,0.0004318084,0.0003584702,0.0003063395,0.0001601973,0.0002589121],"domain_scores_gemma":[0.998787,0.0006313315,0.0001095668,0.0003596401,0.00003019087,0.00008221493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001457499,0.0001164217,0.5378336,0.00002905961,0.00002853227,0.000001054286,0.00247169,0.01155835,0.4442624,0.0002882309,0.0001463358,0.001806902],"study_design_scores_gemma":[0.0005766421,0.0002054138,0.9580042,0.00004534836,0.00003987011,0.000003757538,0.0002778571,0.0003537162,0.0152757,0.000580072,0.02447644,0.0001609462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958134,0.0001610976,0.0002013448,0.002823744,0.00006081604,0.0003517997,0.0004589433,0.000009601788,0.0001192454],"genre_scores_gemma":[0.9983891,0.0001467127,0.001171846,0.00007915255,0.00001137397,0.000002602275,0.00001003604,0.000008167689,0.0001810347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4289867,"threshold_uncertainty_score":0.3397872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247897961","doi":"10.18063/som.v3i1.442","title":"Editorial","year":2018,"lang":"en","type":"editorial","venue":"Satellite Oceanography and Meteorology","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Remote sensing; Satellite; Synthetic aperture radar; Sea ice; Radar; Meteorology; Geology; Computer science; Oceanography; Geography; Engineering; Telecommunications","authors":[{"name":"Jinyu Sheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005080605337808583,"gpt":0.2094825720026214,"spread":0.2044019666648129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007148106,0.0004488174,0.0005910248,0.0002917162,0.0003068902,0.00008438436,0.0003700268,0.001600857,0.0007492592],"category_scores_gemma":[0.0002461548,0.0003734918,0.0002079887,0.0002788305,0.000933014,0.0001516698,0.00004093828,0.0009450924,0.0001863915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003375725,"about_ca_system_score_gemma":0.0001582062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00026227,"about_ca_topic_score_gemma":0.0004385634,"domain_scores_codex":[0.9974183,0.0001909399,0.0004027791,0.0007303664,0.000566399,0.0006911738],"domain_scores_gemma":[0.997855,0.001110667,0.0002242425,0.0003481413,0.0002077926,0.0002541441],"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":[0.0002070317,0.000009812342,0.01058417,0.00006463473,0.0001258963,0.000009081286,0.0001344856,5.012668e-7,4.976305e-7,0.00003472388,0.9704075,0.0184216],"study_design_scores_gemma":[0.0003721163,0.0006251659,0.001736678,0.00002390604,0.0001703477,0.000007207345,0.00005093451,0.00002840014,9.52026e-7,0.003249857,0.9933302,0.0004042007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001890093,0.002513587,0.00002512434,0.00005193836,0.9881312,0.0001563801,0.000552409,0.00008482151,0.006594507],"genre_scores_gemma":[0.001406996,0.01372843,0.0007064641,0.0001361735,0.9817427,0.000001086666,0.001914151,0.00001604901,0.000347927],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02292267,"threshold_uncertainty_score":0.9998717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}