{"meta":{"query_hash":"1656df1617a9","filters":{"venue":"UNDP's development futures series briefs and working papers"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/1656df1617a9","api":"https://metacan.xera.ac/api/v1/cohort?venue=UNDP%27s+development+futures+series+briefs+and+working+papers"},"results":[{"id":"W4399349062","doi":"10.18356/30053307-75","title":"Mapping Essential Life Support Areas to Achieve the Sustainable Development Goals","year":2024,"lang":"en","type":"report","venue":"UNDP's development futures series briefs and working papers","topic":"Disaster Response and Management","field":"Health Professions","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":"Sustainable development; Process management; Development (topology); Computer science; Business; Political science; Mathematics","score_opus":0.038673747638200744,"score_gpt":0.3342004120644219,"score_spread":0.29552666442622116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399349062","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":[0.028647762,0.005074874,0.0002544343,0.018916132,0.011635451,0.006112401,0.000027994598,0.00075802556,0.92857295],"genre_scores_gemma":[0.07722905,0.0026856116,0.0021020183,0.013495165,0.0027249788,0.0022182905,0.00058127637,0.0003420056,0.8986216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929496,0.0003636047,0.0017613351,0.0013394469,0.0016084209,0.0019775613],"domain_scores_gemma":[0.99746233,0.0002747854,0.00057295494,0.0007410868,0.00033274636,0.00061610027],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003062255,0.0010405647,0.0010562502,0.00065678766,0.0037477487,0.00053962565,0.00077478564,0.0006304914,0.00097053946],"category_scores_gemma":[0.00030364952,0.0007699509,0.00019744557,0.0007832447,0.00017975231,0.00013530657,0.002704642,0.0014671669,0.00035778436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008001479,0.00009111629,0.0012697441,0.0064847097,0.0026512933,0.0009519188,0.17588735,0.000019420555,0.000037619073,0.009490124,0.7319837,0.07033283],"study_design_scores_gemma":[0.00028805385,0.000060354043,0.0044388706,0.002384202,0.00012461311,0.00002297062,0.095131874,2.1458173e-7,0.000020262067,0.00014554255,0.8964668,0.0009162543],"about_ca_topic_score_codex":0.00027623386,"about_ca_topic_score_gemma":0.0011783458,"teacher_disagreement_score":0.16448307,"about_ca_system_score_codex":0.0012541359,"about_ca_system_score_gemma":0.009320216,"threshold_uncertainty_score":0.9999427},"labels":[],"label_agreement":null}]}