{"meta":{"query_hash":"964d8ff585d2","filters":{"venue":"Big Data In Water Resources Engineering (BDWRE)"},"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/964d8ff585d2","api":"https://metacan.xera.ac/api/v1/cohort?venue=Big+Data+In+Water+Resources+Engineering+%28BDWRE%29"},"results":[{"id":"W3104090027","doi":"10.26480/bdwre.01.2020.22.31","title":"AN OVERVIEW ON EMERGING WATER SCARCITY CHALLANGE IN PAKISTAN, ITS CONSUMPTION, CAUSES, IMPACTS AND REMEDIAL MEASURES","year":2020,"lang":"en","type":"article","venue":"Big Data In Water Resources Engineering (BDWRE)","topic":"Water resources management and optimization","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Water scarcity; Natural resource economics; Scarcity; Water resources; Food security; Water security; Business; Population; Agriculture; Industrialisation; Urbanization; Population growth; Natural resource; Water resource management; Environmental planning; Geography; Economics; Economic growth; Environmental science; Ecology","score_opus":0.10515825325453698,"score_gpt":0.2777135025460015,"score_spread":0.17255524929146454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104090027","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":[0.9957296,0.0021698,0.00068940426,0.00027362065,0.00023681484,0.0003971757,0.000047879344,0.00039769462,0.000058007852],"genre_scores_gemma":[0.9967669,0.001811322,0.00017289777,0.000110133835,0.0003608692,0.000020791877,0.00065412663,0.00009235839,0.000010563793],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99795175,0.000061525825,0.00046807466,0.00054890715,0.00033973725,0.0006300367],"domain_scores_gemma":[0.9991492,0.000021523196,0.00002463309,0.00056733965,0.000018828316,0.00021847838],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045785127,0.0003729449,0.000350852,0.0003620329,0.000048088867,0.00021044417,0.0005431143,0.0001241515,0.00003457078],"category_scores_gemma":[0.000027964656,0.00029254326,0.00002722994,0.00018699707,0.000024172567,0.00048444222,0.00029504765,0.00031243343,0.00004144373],"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":[0.0001687649,0.000086671,0.028386079,0.002546502,0.00012262959,0.00025625504,0.022090178,0.90750974,0.03314287,0.000036603877,0.00030640277,0.0053473245],"study_design_scores_gemma":[0.0028102074,0.0001870132,0.03887727,0.0008894607,0.00007178964,0.000012272251,0.0001592435,0.7742771,0.025369763,0.000011548723,0.15576833,0.0015660204],"about_ca_topic_score_codex":0.00009299869,"about_ca_topic_score_gemma":0.0003837116,"teacher_disagreement_score":0.15546194,"about_ca_system_score_codex":0.0000764234,"about_ca_system_score_gemma":0.0000024949052,"threshold_uncertainty_score":0.9999527},"labels":[],"label_agreement":null}]}