{"meta":{"query_hash":"2596a07c9ba5","filters":{"venue":"World water resources"},"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/2596a07c9ba5","api":"https://metacan.xera.ac/api/v1/cohort?venue=World+water+resources"},"results":[{"id":"W3150805526","doi":"10.1007/978-3-030-65679-9_4","title":"Water Security in Pakistan: Availability, Accessibility and Utilisation","year":2021,"lang":"en","type":"book-chapter","venue":"World water resources","topic":"Water resources management and optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Water security; Indus; Groundwater; Environmental security; Scale (ratio); Environmental planning; Water quality; Geography; Water resource management; Business; Environmental resource management; Water resources; Environmental science; Political science; Engineering; Ecology; Cartography","score_opus":0.012875028267896096,"score_gpt":0.223193807482798,"score_spread":0.21031877921490189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3150805526","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20864414,0.09943409,0.010391639,0.012785182,0.0010925859,0.000077468765,0.0051105674,0.00012682911,0.66233754],"genre_scores_gemma":[0.90147316,0.043386146,0.0014631702,0.00030256604,0.000248671,0.000027678609,0.00082615606,0.000022117663,0.052250333],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9998203,0.00002577805,0.000009567633,0.000022337274,0.00007540936,0.00004659076],"domain_scores_gemma":[0.99979514,0.000077326265,0.000045732886,0.000007073477,0.000053402593,0.000021263895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021874726,0.00031348312,0.0001834946,0.00076957815,0.0005936923,0.0021170247,0.00028490231,0.00033905508,0.00855323],"category_scores_gemma":[0.00071903976,0.00019159913,0.00012980263,0.0029928545,0.00064388104,0.0015575145,0.00051738415,0.00066437863,0.0007403042],"study_design_candidate":"observational","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":[0.00012385724,0.00013064826,0.06461716,0.000903506,0.000059818045,0.0011126304,0.004508468,0.01983242,0.0013284042,0.23452765,0.117447786,0.55540776],"study_design_scores_gemma":[0.000008392944,0.00026162103,0.23259063,0.00092385104,0.00004720349,0.002195648,0.018787455,0.010537221,0.0012349131,0.13657473,0.5967566,0.000081756574],"about_ca_topic_score_codex":0.045726977,"about_ca_topic_score_gemma":0.07373138,"teacher_disagreement_score":0.045726977,"about_ca_system_score_codex":0.0019555367,"about_ca_system_score_gemma":0.002044884,"threshold_uncertainty_score":0.09092164},"labels":[],"label_agreement":null}]}