{"meta":{"query_hash":"b19e23d19617","filters":{"venue":"OECD economic surveys. Finland"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/b19e23d19617","api":"https://metacan.xera.ac/api/v1/cohort?venue=OECD+economic+surveys.+Finland"},"results":[{"id":"W4210746309","doi":"10.1787/6163152b-en","title":"Automation risk is low but one quarter of jobs would undergo changes","year":2021,"lang":"en","type":"other","venue":"OECD economic surveys. Finland","topic":"Biomedical and Engineering Education","field":"Engineering","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); Automation; Computer science; Operations management; Engineering; Business; Geography; Mechanical engineering; Archaeology","score_opus":0.012255373324088386,"score_gpt":0.20070588234366515,"score_spread":0.18845050901957677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210746309","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":[0.21202056,0.02313255,0.047629733,0.002068813,0.03201258,0.0017184903,0.006640813,0.0026547215,0.6721217],"genre_scores_gemma":[0.41547328,0.015679983,0.0034636913,0.00020765541,0.0056443075,0.00021597436,0.0037817198,0.001943787,0.5535896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991262,0.000063183106,0.00026046843,0.0002522363,0.000078740355,0.00021918531],"domain_scores_gemma":[0.9993723,0.000078896526,0.00012053574,0.00033316892,0.000009034189,0.00008605607],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003338187,0.00024494846,0.0004197453,0.00020416356,0.000015051162,0.000026204654,0.00012991158,0.0006314542,0.014033955],"category_scores_gemma":[0.000011282703,0.00026881433,0.00007204071,0.0000442901,0.00003248542,0.000027679838,0.000019085279,0.00028727457,0.0006281618],"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":[0.0000038842613,0.00008637364,0.007210085,0.0033441104,0.00078246073,0.000002149538,0.0004288906,0.0016379481,0.00027668432,0.000031804662,0.95333827,0.032857366],"study_design_scores_gemma":[0.0015210542,0.00010917737,0.24837762,0.0014112969,0.00019169276,0.000009779389,0.00012897966,0.060498737,0.0025428184,0.00019027913,0.6831205,0.0018980707],"about_ca_topic_score_codex":0.0009400602,"about_ca_topic_score_gemma":0.00092525507,"teacher_disagreement_score":0.27021775,"about_ca_system_score_codex":0.000121846264,"about_ca_system_score_gemma":0.000042966887,"threshold_uncertainty_score":0.9999764},"labels":[],"label_agreement":null},{"id":"W4252648038","doi":"10.1787/eco_surveys-fin-2010-3-en","title":"Assessment and recommendations","year":2010,"lang":"en","type":"book-chapter","venue":"OECD economic surveys. Finland","topic":"Global Politics and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recession; Economics; Wage; Inflation (cosmology); International economics; Consumption (sociology); Export performance; Exchange rate; Quarter (Canadian coin); Financial crisis; Monetary economics; Labour economics; Geography; Macroeconomics","score_opus":0.041877908890946926,"score_gpt":0.25204850948428936,"score_spread":0.21017060059334244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252648038","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":[0.0037554381,0.00081526133,0.00027091108,0.0010747608,0.0023762272,0.00031978064,0.0041109314,0.00003926656,0.9872374],"genre_scores_gemma":[0.1605459,0.0036791626,0.002518002,0.00075897493,0.001266098,0.00006663716,0.001342153,0.00026932012,0.8295537],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973434,0.000023322818,0.0011487595,0.0009654799,0.000024209312,0.0004948106],"domain_scores_gemma":[0.99797654,0.00018788209,0.0007847317,0.0007421143,0.000020110501,0.00028861192],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017622218,0.0005072436,0.0010390768,0.00031140973,0.00021745861,0.00028362827,0.00032233712,0.0006340561,0.021566493],"category_scores_gemma":[0.000015031413,0.0006650381,0.00022556717,0.0000079722795,0.00017175583,0.00021431233,0.00021183882,0.00068641244,0.012921211],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000018794192,0.000017082853,0.02462265,0.000025314635,0.00016287931,0.0000035134658,0.000022055623,0.0000066696025,5.31166e-7,0.9654047,0.0074331737,0.002299532],"study_design_scores_gemma":[0.0004395585,0.00003784675,0.02764782,0.000015756073,0.000015381187,0.0000130815715,0.000004961642,0.00021506172,0.0000014141265,0.224929,0.74606067,0.00061946164],"about_ca_topic_score_codex":0.0005829638,"about_ca_topic_score_gemma":0.0006719977,"teacher_disagreement_score":0.7404757,"about_ca_system_score_codex":0.00040242198,"about_ca_system_score_gemma":0.00010663384,"threshold_uncertainty_score":0.9995801},"labels":[],"label_agreement":null}]}