{"meta":{"query_hash":"2f7a4a5e877c","filters":{"venue":"EGSGA"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/2f7a4a5e877c","api":"https://metacan.xera.ac/api/v1/cohort?venue=EGSGA"},"results":[{"id":"W2995686187","doi":"","title":"The Last Interglacial Labrador Sea: A Pervasive Millennial Oscillation In Surface Water Conditions Without Labrador Sea Water Formation","year":2002,"lang":"en","type":"article","venue":"EGSGA","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Interglacial; Oceanography; Surface water; Climatology; Quaternary; Paleontology; Environmental science","score_opus":0.018605135642242508,"score_gpt":0.23565880631523559,"score_spread":0.21705367067299308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995686187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99082965,0.00013192731,0.000017569515,0.004395425,0.0003545229,0.0002747969,0.000040890536,0.000033276618,0.0039219507],"genre_scores_gemma":[0.99782395,0.000073878895,0.000049852464,0.00017719858,0.00009844307,0.000005600505,0.00039447792,0.000003813008,0.0013727616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847573,0.00033543626,0.00024331051,0.0002112791,0.00019403074,0.000540185],"domain_scores_gemma":[0.999463,0.00020459302,0.000032332664,0.00016117895,0.00006424412,0.00007460949],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042955912,0.00013453687,0.00015621929,0.00008367618,0.0005705182,0.00006591098,0.00020034399,0.00014622796,0.004342471],"category_scores_gemma":[0.00004132431,0.00007234787,0.000050084494,0.00010817225,0.00024190136,0.00036378633,0.000027518794,0.00030117732,0.0050023226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048302354,0.000016167805,0.9935809,0.0000119102915,0.000013166928,0.000016682563,0.0037659234,0.0007855602,0.000071469876,0.00001654778,0.0013153969,0.00035799848],"study_design_scores_gemma":[0.0014308098,0.00019146306,0.94473565,0.000024159182,0.000017648212,0.00015307301,0.0013272961,0.038923785,0.0020961158,0.0006471338,0.010153726,0.00029912757],"about_ca_topic_score_codex":0.00022754614,"about_ca_topic_score_gemma":0.06910138,"teacher_disagreement_score":0.06887383,"about_ca_system_score_codex":0.000004942324,"about_ca_system_score_gemma":0.000014208643,"threshold_uncertainty_score":0.99656767},"labels":[],"label_agreement":null},{"id":"W3011345868","doi":"","title":"A Three-dimensional Seismic Tomographic Study of The Gas Hydrate Stability Zone Offshore Vancouver Island","year":2002,"lang":"en","type":"article","venue":"EGSGA","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Geology; Seismology; Clathrate hydrate; Hydrate; Oceanography","score_opus":0.01367155088479881,"score_gpt":0.19499119939645954,"score_spread":0.1813196485116607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011345868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993136,0.00012391643,0.000030509918,0.00014117375,0.00032550487,0.0004726743,0.0000087656545,0.000019237461,0.005742219],"genre_scores_gemma":[0.99900866,0.0000074253094,0.000048525228,0.00010568232,0.000022569408,0.000013368859,8.5295426e-7,0.00001310828,0.00077978655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985407,0.00011834379,0.00028739317,0.0003358059,0.00046432653,0.00025341037],"domain_scores_gemma":[0.99920595,0.000051718096,0.00012346594,0.00053208246,0.000012182834,0.00007462891],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028790516,0.00015959516,0.00019656938,0.000025218673,0.00015439962,0.000009453763,0.00028351982,0.00006596089,0.008334303],"category_scores_gemma":[0.000013169984,0.00009539897,0.00008084255,0.00053736055,0.0002211625,0.0000833197,0.00024437564,0.00023725933,0.00012990464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010421543,0.0040312205,0.8922962,0.000028982577,0.00019935405,0.00002575676,0.005972981,0.042905368,0.0066298367,0.000020274872,0.04259003,0.0051957667],"study_design_scores_gemma":[0.0076410593,0.0023725783,0.6745511,0.000111763366,0.00041734608,0.000029759341,0.0019119737,0.28050986,0.005732767,0.006913211,0.018239606,0.0015689633],"about_ca_topic_score_codex":0.0008311673,"about_ca_topic_score_gemma":0.009512947,"teacher_disagreement_score":0.23760448,"about_ca_system_score_codex":0.000041032992,"about_ca_system_score_gemma":0.0000048161555,"threshold_uncertainty_score":0.9925722},"labels":[],"label_agreement":null},{"id":"W3024010399","doi":"","title":"Comparison Characteristic of The Fraser (canada) and The North Dvina (russia) River Mouths Hydrological Regime","year":2002,"lang":"en","type":"article","venue":"EGSGA","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Geology; Hydrology (agriculture); Physical geography","score_opus":0.025083848507979442,"score_gpt":0.18239745969542848,"score_spread":0.15731361118744902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024010399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907185,0.0005188954,0.000007889938,0.004151373,0.00013435609,0.000106496496,0.000017205877,0.0000067202773,0.004338587],"genre_scores_gemma":[0.9990088,0.000107630425,0.00001412915,0.00060332246,0.000049588238,0.0000011243725,0.000007790006,7.241052e-7,0.0002069461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993407,0.0000857333,0.00013828998,0.00011538136,0.00018117254,0.0001387222],"domain_scores_gemma":[0.9996047,0.00014528906,0.000081919745,0.00011823427,0.000014522711,0.00003531447],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000090796944,0.000070733404,0.00015490518,0.000004796654,0.00023145584,0.000014075381,0.00014476727,0.00003009041,0.00097455713],"category_scores_gemma":[0.00007636535,0.000029354092,0.000029819043,0.00008418629,0.00034058755,0.000037885547,0.000026459022,0.000108959524,0.000030225774],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028010432,0.000007782752,0.99340385,0.0000024466626,0.000007062346,0.0000015269965,0.00023016408,0.00027947067,3.343628e-7,0.00007890039,0.0024488668,0.0035115783],"study_design_scores_gemma":[0.0002117185,0.000044130607,0.9781467,0.0000021017302,0.000011285401,9.950003e-7,0.00006389208,0.012245808,0.0000020528669,0.00025954287,0.008965084,0.000046742083],"about_ca_topic_score_codex":0.051820364,"about_ca_topic_score_gemma":0.22202562,"teacher_disagreement_score":0.17020525,"about_ca_system_score_codex":0.0000018044383,"about_ca_system_score_gemma":0.000005334621,"threshold_uncertainty_score":0.99993867},"labels":[],"label_agreement":null},{"id":"W3026888965","doi":"","title":"A Coupled Atmospheric-hydrological Modeling Study of The 1996 Ha! Ha! River Basion Flash Flood In QuÉbec, Canada","year":2002,"lang":"en","type":"article","venue":"EGSGA","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flash flood; Flood myth; Environmental science; Hydrology (agriculture); Geography; Meteorology; Geology; Archaeology","score_opus":0.011425412420018934,"score_gpt":0.18991469881900727,"score_spread":0.17848928639898834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026888965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99542993,0.00006206669,0.00005849652,0.0005927022,0.00012262908,0.00044067783,8.230422e-7,0.000012797669,0.0032798836],"genre_scores_gemma":[0.9983458,0.000023453562,0.00036589443,0.00024550103,0.000012529821,0.000025289828,7.814921e-7,0.000008049,0.00097271765],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998736,0.00007191114,0.00023363384,0.0002706127,0.0004553423,0.00023250024],"domain_scores_gemma":[0.9995634,0.00002331613,0.00006403194,0.00029925889,0.0000037318443,0.000046266567],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001441529,0.00012505297,0.00015732994,0.000004867627,0.00010542159,0.000009863033,0.00033968495,0.00002460616,0.001634617],"category_scores_gemma":[0.000015913445,0.00008333613,0.000035855293,0.00023029411,0.00005135244,0.000080787555,0.00037286198,0.00013027673,0.00003755147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017589751,0.0009909199,0.49188483,0.0000057578686,0.00002492348,0.00004088775,0.0013675584,0.49293014,0.00033306115,0.000010755369,0.010275755,0.002117815],"study_design_scores_gemma":[0.00079434976,0.00011118338,0.14195238,0.0000073200836,0.00002088859,6.1384316e-7,0.0003800142,0.8533942,0.00001528183,0.000026825506,0.003176781,0.000120144825],"about_ca_topic_score_codex":0.89631784,"about_ca_topic_score_gemma":0.9815063,"teacher_disagreement_score":0.36046407,"about_ca_system_score_codex":0.00027837692,"about_ca_system_score_gemma":0.000019894369,"threshold_uncertainty_score":0.999278},"labels":[],"label_agreement":null},{"id":"W3027397510","doi":"","title":"Local Versus Remote Control of Convection In The Labrador Sea In A 300 Year Unforced Simulation With The Echo-g Coupled Model","year":2002,"lang":"en","type":"article","venue":"EGSGA","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Echo (communications protocol); Geology; Meteorology; Convection; Climatology; Remote sensing; Geodesy; Computer science; Geography","score_opus":0.02991280775362132,"score_gpt":0.2090624364772787,"score_spread":0.1791496287236574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027397510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772247,0.000116349904,0.018248182,0.0014362044,0.000052692067,0.00033228938,0.00000793284,0.000010929189,0.0025707416],"genre_scores_gemma":[0.9997025,0.000025797257,0.000046103356,0.00016430323,0.000016234599,0.0000010759381,0.000011010935,9.0882895e-7,0.000032081596],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950194,0.000060908977,0.00010369182,0.00008393398,0.00013966793,0.000109868226],"domain_scores_gemma":[0.99963903,0.0002165838,0.000041994863,0.000071500326,0.00002058344,0.00001029026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019756815,0.00005306149,0.0000846582,0.000016626112,0.000060209008,0.0000122329675,0.00007066579,0.000033820706,0.00013148838],"category_scores_gemma":[0.00002998756,0.000025443427,0.000015477593,0.0002009889,0.0000637024,0.00007988388,0.0000026125365,0.00008749694,0.000024824441],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003013204,0.0000070967726,0.009084082,0.000002053465,0.0000040379673,0.000001297346,0.00108149,0.9840268,0.000001754569,0.000032889107,0.000036980753,0.0054202005],"study_design_scores_gemma":[0.0011609824,0.00017940563,0.05445209,0.0000036274125,0.0000049917026,2.6439062e-7,0.0011436035,0.94279915,0.0000015717118,0.0000930383,0.00012516987,0.000036087862],"about_ca_topic_score_codex":0.0035377976,"about_ca_topic_score_gemma":0.016759444,"teacher_disagreement_score":0.045368012,"about_ca_system_score_codex":0.00000456971,"about_ca_system_score_gemma":0.0000052591026,"threshold_uncertainty_score":0.93521637},"labels":[],"label_agreement":null},{"id":"W3041457801","doi":"","title":"Sea Ice Variability In Canada","year":2002,"lang":"en","type":"article","venue":"EGSGA","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sea ice; Oceanography; Geology; Climatology; Arctic ice pack; Geography","score_opus":0.008867311200854263,"score_gpt":0.1619970146590527,"score_spread":0.15312970345819843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041457801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9145451,0.000037856036,0.00006268908,0.0008436718,0.0002947697,0.000058992435,0.00004302812,0.000011663562,0.08410223],"genre_scores_gemma":[0.9986052,0.000020409196,0.00030119656,0.0006010875,0.00004117572,2.3369952e-7,0.000015902016,0.0000011441197,0.0004136753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935836,0.000057436024,0.000109647284,0.000130618,0.0001372322,0.00020669393],"domain_scores_gemma":[0.9996027,0.00018123725,0.000020898133,0.00011850468,0.0000076752385,0.00006898051],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019204416,0.000059030095,0.00007866942,0.000014287357,0.000049348804,0.000008520394,0.000109647495,0.000020839105,0.010233261],"category_scores_gemma":[0.00006773316,0.00005082996,0.000013326371,0.00012255338,0.000022443244,0.00006296709,0.000005355685,0.00011068422,0.00016050159],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020494601,0.0000051942166,0.97167665,0.000005010386,0.0000017490997,0.000020172154,0.0000845093,0.0005810045,2.0031123e-7,0.000041824424,0.00097134133,0.026610281],"study_design_scores_gemma":[0.00009485141,0.000009325297,0.86611074,0.0000039722777,0.0000022602421,0.000007089976,0.00013657186,0.12369391,0.000001403213,0.00036448348,0.00948797,0.00008741993],"about_ca_topic_score_codex":0.9667672,"about_ca_topic_score_gemma":0.9870456,"teacher_disagreement_score":0.12311291,"about_ca_system_score_codex":0.00002891644,"about_ca_system_score_gemma":0.00012596085,"threshold_uncertainty_score":0.9906715},"labels":[],"label_agreement":null},{"id":"W3042181986","doi":"","title":"Sustained Daily Rainfalls In Early Summer 2000 Over Southern Ontario and Their Synoptic Background","year":2002,"lang":"en","type":"article","venue":"EGSGA","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climatology; Meteorology; Geography; Environmental science; Geology","score_opus":0.027710961620542634,"score_gpt":0.22108047588194793,"score_spread":0.1933695142614053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042181986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96562654,0.001348726,0.0000015157478,0.0004677954,0.00007963641,0.00014039948,0.00001417779,0.000017381195,0.03230384],"genre_scores_gemma":[0.98140246,0.00006631339,0.000038371785,0.00027478082,0.000028841578,0.0000015812493,0.000021787928,0.000003326889,0.018162554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988026,0.00014131359,0.00016768812,0.00027285612,0.00010683966,0.00050868245],"domain_scores_gemma":[0.9993719,0.00027679405,0.00003142643,0.000179436,0.000022569415,0.000117879215],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032450698,0.00014491643,0.00020367846,0.00012047026,0.00012583032,0.000049025646,0.00016942534,0.00015933171,0.024010917],"category_scores_gemma":[0.00002476174,0.00011056388,0.00003044352,0.00017032347,0.00022616879,0.00015122113,0.000024382742,0.00036298134,0.0015907441],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043052645,0.000016390923,0.99204034,0.0000066179837,0.000017062534,0.000097064345,0.0064304075,0.000019793095,0.0000017607556,0.000023045197,0.00031476963,0.0009896725],"study_design_scores_gemma":[0.0006399351,0.00010285284,0.9931789,0.000006932023,0.000004349559,0.000045141787,0.0010708595,0.0007331767,0.000001937597,0.000648353,0.003421754,0.0001457763],"about_ca_topic_score_codex":0.026786953,"about_ca_topic_score_gemma":0.5034619,"teacher_disagreement_score":0.47667494,"about_ca_system_score_codex":0.0000047517924,"about_ca_system_score_gemma":0.00006253948,"threshold_uncertainty_score":0.99918664},"labels":[],"label_agreement":null}]}