{"meta":{"query_hash":"d5c502d5564d","filters":{"venue":"European Centre for Medium-Range Weather Forecasts"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/d5c502d5564d","api":"https://metacan.xera.ac/api/v1/cohort?venue=European+Centre+for+Medium-Range+Weather+Forecasts"},"results":[{"id":"W6907236056","doi":"10.21957/1cc013cd69","title":"Quarter 2 2022: Operations Service Report (Jul-22)","year":2023,"lang":"en","type":"article","venue":"European Centre for Medium-Range Weather Forecasts","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Quarter (Canadian coin); Service (business); Work (physics); Government (linguistics)","score_opus":0.04421276523332372,"score_gpt":0.2230698989347343,"score_spread":0.1788571337014106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907236056","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14270785,0.0010356889,0.0012429659,0.011906792,0.017007632,0.0016926273,0.0048126383,0.00072273496,0.8188711],"genre_scores_gemma":[0.16149232,0.00025992692,0.00073206396,0.0014218536,0.0016378477,0.00008933795,0.000806869,0.00019395683,0.8333658],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779207,0.000028842867,0.0007205746,0.00077653764,0.00007062677,0.0006113308],"domain_scores_gemma":[0.9989144,0.00005398863,0.00020420257,0.00056610623,0.000093108574,0.00016817088],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013165297,0.00025387533,0.00040116033,0.0002650734,0.000325994,0.00015487325,0.0003848659,0.00005714036,0.0073304414],"category_scores_gemma":[0.00014195578,0.0002686196,0.00022945442,0.00046696587,0.00006999261,0.00028962357,0.00016553552,0.00011046805,0.05819236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002323135,0.0000778344,0.0041450807,0.00004692626,0.00016416873,0.00010879321,0.007908052,0.00013238197,0.000019467412,0.0050277025,0.98133504,0.0010113241],"study_design_scores_gemma":[0.0010459162,0.000033733366,0.004526647,0.000025528483,0.000020239193,0.000018703277,0.0019607937,0.0040841005,0.000023920818,0.0006206818,0.9872618,0.00037797884],"about_ca_topic_score_codex":0.000066168424,"about_ca_topic_score_gemma":0.00015359146,"teacher_disagreement_score":0.05086192,"about_ca_system_score_codex":0.000076648226,"about_ca_system_score_gemma":0.000020077401,"threshold_uncertainty_score":0.9999766},"labels":[],"label_agreement":null},{"id":"W6926108861","doi":"10.21957/1s1hcs6bl","title":"Quarter 2 2021: Operations Service Report","year":2021,"lang":"en","type":"article","venue":"European Centre for Medium-Range Weather Forecasts","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","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":"Quarter (Canadian coin); Service (business); Work (physics); Government (linguistics)","score_opus":0.019752228354414175,"score_gpt":0.24506254764380245,"score_spread":0.22531031928938827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926108861","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":[0.7580978,0.0028179195,0.00063253334,0.177434,0.0041743256,0.00281287,0.0005586231,0.00036354523,0.05310835],"genre_scores_gemma":[0.8818086,0.00017169394,0.007744824,0.006768837,0.005518608,0.0000063252182,0.0015414131,0.00021921443,0.09622048],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803287,0.00012992269,0.00045208048,0.00063137256,0.00026559993,0.00048814956],"domain_scores_gemma":[0.99830264,0.00004996736,0.00008158552,0.0006533621,0.00064241205,0.000270063],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047441764,0.00027176132,0.00036090834,0.00006877476,0.00016276272,0.00006834511,0.00014089815,0.000080022335,0.0032321583],"category_scores_gemma":[0.00038138352,0.00020887572,0.00023560681,0.00031759517,0.000039791525,0.00012097657,0.00007488653,0.00020516613,0.0006123052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006192672,0.0011552607,0.0020355026,0.00069907226,0.00070362416,0.007278756,0.007043669,0.000011390921,0.38743028,0.00020599157,0.53722847,0.055588704],"study_design_scores_gemma":[0.0019787643,0.00012202569,0.002632262,0.0002918164,0.000328232,0.0015790418,0.0006109583,0.0001744215,0.06964653,0.000017054668,0.9222383,0.00038063302],"about_ca_topic_score_codex":0.000022351587,"about_ca_topic_score_gemma":0.00028149394,"teacher_disagreement_score":0.3850098,"about_ca_system_score_codex":0.000059142694,"about_ca_system_score_gemma":0.00014908925,"threshold_uncertainty_score":0.997679},"labels":[],"label_agreement":null},{"id":"W6926320011","doi":"10.21957/880fd856dc","title":"Quarter 4 2024: Operations Service Report","year":2025,"lang":"en","type":"article","venue":"European Centre for Medium-Range Weather Forecasts","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","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":"Quarter (Canadian coin); Service (business); Work (physics); Outsourcing","score_opus":0.016093966626597553,"score_gpt":0.25416198828146214,"score_spread":0.23806802165486457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926320011","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":[0.5306986,0.002616843,0.0015744069,0.26172352,0.008683481,0.0062948666,0.0005095947,0.00072496803,0.18717371],"genre_scores_gemma":[0.7563466,0.00007113615,0.0032843794,0.0081678955,0.002066269,0.000008066925,0.0004434429,0.00011616551,0.22949606],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828345,0.00008927995,0.0004610385,0.0005563843,0.00019660202,0.00041326255],"domain_scores_gemma":[0.9987497,0.00005342896,0.00007154632,0.00058330636,0.00037993747,0.00016211098],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049872586,0.00027217602,0.00034715774,0.000148744,0.00017449423,0.000058256635,0.000190148,0.00008215993,0.001139575],"category_scores_gemma":[0.00025611438,0.00020028642,0.00020539707,0.00037919308,0.000048542937,0.00010265447,0.00007137656,0.00020935776,0.0003254382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006425383,0.0005377503,0.0020953256,0.0006745975,0.00048428818,0.0006544281,0.0026308277,0.000006750695,0.055928044,0.00032552794,0.90219045,0.03382945],"study_design_scores_gemma":[0.001920346,0.0001161263,0.003819769,0.00044745672,0.00036752192,0.00022614571,0.0003637328,0.00021331978,0.014478586,0.000035505716,0.97771925,0.00029225045],"about_ca_topic_score_codex":0.000039414273,"about_ca_topic_score_gemma":0.00022160035,"teacher_disagreement_score":0.25355563,"about_ca_system_score_codex":0.00006600246,"about_ca_system_score_gemma":0.00010469466,"threshold_uncertainty_score":0.9997735},"labels":[],"label_agreement":null},{"id":"W6944826782","doi":"10.21957/e81bf42ab2","title":"Quarter 3 2024: Operations Service Report","year":2024,"lang":"en","type":"article","venue":"European Centre for Medium-Range Weather Forecasts","topic":"Engineering and Material Science Research","field":"Materials 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":"Quarter (Canadian coin); Service (business); Work (physics); Outsourcing","score_opus":0.02319564553921857,"score_gpt":0.27271759406782364,"score_spread":0.24952194852860507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6944826782","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":[0.90682834,0.0011305086,0.01694005,0.015093581,0.017453836,0.0017675204,0.0005858542,0.0015577162,0.038642608],"genre_scores_gemma":[0.9496272,0.00004516618,0.0037612866,0.00030115707,0.0028148834,0.000075123906,0.00013922216,0.00016910254,0.043066837],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980048,0.000108446926,0.00032370916,0.000546623,0.00040226852,0.00061413494],"domain_scores_gemma":[0.99913615,0.000070042595,0.000024501858,0.00038683796,0.00014025881,0.00024223415],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014084902,0.00020854971,0.00017568243,0.00010740155,0.00017300156,0.00046960943,0.0004003596,0.000046050565,0.0023373812],"category_scores_gemma":[0.00010200658,0.00016102957,0.00009888503,0.00030922485,0.00005797672,0.0003317635,0.000098251556,0.00011932322,0.0027271048],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007606334,0.00015596944,0.00012130997,0.00080712826,0.000059127055,0.0015822791,0.012223703,0.0009358003,0.7908186,0.0015117414,0.18165438,0.010053953],"study_design_scores_gemma":[0.0005676087,0.00015593844,0.00048043727,0.0004299578,0.000053530868,0.00035785968,0.0005545628,0.009725609,0.036539786,0.00013635922,0.95041233,0.0005859965],"about_ca_topic_score_codex":0.00007088495,"about_ca_topic_score_gemma":0.00014451242,"teacher_disagreement_score":0.768758,"about_ca_system_score_codex":0.0000662332,"about_ca_system_score_gemma":0.00008979968,"threshold_uncertainty_score":0.9985746},"labels":[],"label_agreement":null},{"id":"W6944827226","doi":"10.21957/bp7d12ws","title":"Quarter 1 2021: Operations Service Report","year":2021,"lang":"en","type":"article","venue":"European Centre for Medium-Range Weather Forecasts","topic":"Plant chemical constituents analysis","field":"Agricultural and Biological 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":"Quarter (Canadian coin); Service (business); Work (physics); Outsourcing","score_opus":0.020896366230542203,"score_gpt":0.21556945691873636,"score_spread":0.19467309068819416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6944827226","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":[0.96120954,0.0002626215,0.00010113728,0.017678684,0.00048271858,0.000347377,0.0006545745,0.00011139596,0.019151984],"genre_scores_gemma":[0.9801226,0.000049228172,0.0008802519,0.001990472,0.0016944413,0.000017999933,0.003496668,0.000009116782,0.011739183],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833494,0.0001286409,0.00034893132,0.0005061004,0.00025836958,0.00042300214],"domain_scores_gemma":[0.99911714,0.00012577602,0.00007429756,0.00015672593,0.0002996529,0.00022643953],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030877942,0.00020305727,0.00023445618,0.000012562979,0.00020356651,0.00011171637,0.00026951474,0.000057927333,0.0040529408],"category_scores_gemma":[0.00017172043,0.00008957367,0.00021526415,0.00038604464,0.000033895903,0.0001353206,0.00009169981,0.000114189446,0.00044305643],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085151994,0.00059301016,0.010069384,0.00004751087,0.00036381505,0.0021495796,0.0014028101,0.00003701874,0.83937,0.00024321626,0.089485146,0.056153327],"study_design_scores_gemma":[0.00060865976,0.00003614531,0.006957591,0.00008982091,0.00019159705,0.0003160189,0.0008957478,0.00052859605,0.014798911,0.000049996732,0.974979,0.0005479588],"about_ca_topic_score_codex":0.000062724925,"about_ca_topic_score_gemma":0.0034998208,"teacher_disagreement_score":0.8854938,"about_ca_system_score_codex":0.0000302956,"about_ca_system_score_gemma":0.000022338789,"threshold_uncertainty_score":0.99685746},"labels":[],"label_agreement":null},{"id":"W6963577243","doi":"10.21957/ak85dkm53","title":"Quarter 4 2020: Operations Service Report","year":2021,"lang":"en","type":"article","venue":"European Centre for Medium-Range Weather Forecasts","topic":"Legal Cases and Commentary","field":"Medicine","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":"Quarter (Canadian coin); Service (business); Work (physics); Outsourcing","score_opus":0.019975441598691284,"score_gpt":0.2585439698615043,"score_spread":0.23856852826281302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963577243","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":[0.7977396,0.0019655772,0.0017325934,0.13368851,0.0027517076,0.0018383833,0.00042050082,0.0003738602,0.05948921],"genre_scores_gemma":[0.91143304,0.00013225022,0.0067469794,0.028453365,0.004757274,0.00006080551,0.0035647058,0.00030625655,0.044545323],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982238,0.00011597461,0.00042865815,0.00049158704,0.0003189741,0.00042103155],"domain_scores_gemma":[0.99858075,0.000048702906,0.00006642288,0.00063991005,0.00034897026,0.00031523587],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000286278,0.0002510492,0.00030902316,0.000043535503,0.00015263457,0.000064250955,0.00012934768,0.00004643722,0.0025413616],"category_scores_gemma":[0.00008862736,0.00021369242,0.0002541545,0.00024471688,0.000028642493,0.0001356165,0.000092032205,0.00019029243,0.00046532362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091174204,0.0019980439,0.01777701,0.00070278643,0.0009004056,0.03935233,0.014431434,0.000045559245,0.018940164,0.00041248364,0.8797758,0.024752196],"study_design_scores_gemma":[0.0043061404,0.00025058637,0.0094245365,0.00025872275,0.00042275432,0.0048741526,0.0015807411,0.0007157515,0.0030477762,0.000024351333,0.9746854,0.00040910073],"about_ca_topic_score_codex":0.00005011404,"about_ca_topic_score_gemma":0.00043711907,"teacher_disagreement_score":0.11369339,"about_ca_system_score_codex":0.00007322175,"about_ca_system_score_gemma":0.000125281,"threshold_uncertainty_score":0.99837047},"labels":[],"label_agreement":null}]}