{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"4d7069a1d369","filters":{"venue":"The United Nations world water development report"}},"results":[{"id":"W4220774530","doi":"10.18356/9789210015363c012","title":"Groundwater and ecosystems","year":2022,"lang":"en","type":"book-chapter","venue":"The United Nations world water development report","topic":"Groundwater and Watershed Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto","keywords":"Groundwater; Environmental science; Ecosystem; Water resource management; Geology; Ecology; Biology; Geotechnical engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01644448467899525,"gpt":0.2071285621670021,"spread":0.1906840774880068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009908597,0.000542576,0.000423284,0.00250116,0.001443711,0.0002329724,0.0005069094,0.0001292757,0.01982124],"category_scores_gemma":[0.000003693326,0.0003371969,0.0001619303,0.0007227563,0.0002077091,0.0002343619,0.001095988,0.0005237908,0.001129028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006562659,"about_ca_system_score_gemma":0.00003563421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001866401,"about_ca_topic_score_gemma":0.009845382,"domain_scores_codex":[0.9965643,0.00006661268,0.001027368,0.0008292912,0.001011755,0.0005006485],"domain_scores_gemma":[0.9987057,0.0000543908,0.0002897113,0.0007460492,0.00004699261,0.0001570897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003719338,0.00210828,0.227934,0.001238457,0.01796622,0.02218377,0.07653752,0.008074362,0.003684527,0.08276802,0.5132844,0.04384852],"study_design_scores_gemma":[0.0001492975,0.00001319048,0.0005827604,0.00002404235,0.0001519812,0.0004667118,0.00003017866,0.00005969288,0.000198583,0.00127078,0.9964773,0.000575486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01527161,0.00004527882,0.0002581447,0.0015154,0.0006069521,0.000913834,0.00001337303,0.0002038246,0.9811715],"genre_scores_gemma":[0.1160568,0.00004795101,0.0003580667,0.0002789052,0.00007254243,0.0001682187,0.002213141,0.0000821406,0.8807222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4831929,"threshold_uncertainty_score":0.999908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233224399","doi":"10.18356/637b1762-en","title":"St Johns River basin, Florida, United States of America","year":2012,"lang":"en","type":"book-chapter","venue":"The United Nations world water development report","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Structural basin; Geography; Drainage basin; Archaeology; Cartography; Geology; Geomorphology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03819633899397427,"gpt":0.2265400223909099,"spread":0.1883436833969356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007177296,0.0005334886,0.0005079159,0.002698937,0.0008112846,0.00004165733,0.0005193333,0.0001587596,0.003852159],"category_scores_gemma":[0.00001557577,0.0003284885,0.0001652449,0.001364036,0.001027087,0.0001304143,0.0008405273,0.000462421,0.0008959733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003558933,"about_ca_system_score_gemma":0.00004043496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002357381,"about_ca_topic_score_gemma":0.001387526,"domain_scores_codex":[0.9966184,0.00006692354,0.001219223,0.0005099195,0.001027725,0.0005577575],"domain_scores_gemma":[0.9982353,0.0001519658,0.0006136814,0.0006891335,0.0001576844,0.0001522533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002975015,0.001477257,0.06719401,0.0007811956,0.008343259,0.001276124,0.1640069,0.01319604,0.0004717663,0.006439927,0.7107977,0.0257183],"study_design_scores_gemma":[0.0001545866,0.00001436117,0.002716085,0.0000835226,0.0001364555,0.0000436829,0.000118214,0.00002738004,0.0007849536,0.0007596252,0.9946367,0.0005244316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03559289,0.0002043362,0.000912807,0.003855998,0.001162466,0.001801281,0.000241549,0.0003327305,0.955896],"genre_scores_gemma":[0.01768246,0.0006295337,0.002110814,0.0007324925,0.0001297299,0.00007479155,0.005439722,0.00008695487,0.9731135],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.283839,"threshold_uncertainty_score":0.9999167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}