{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"12930bb55c9a","filters":{"venue":"Journal of Japan Society on Water Environment"}},"results":[{"id":"W2044757312","doi":"10.2965/jswe.31.665","title":"Contamination of Perfluorooctane Sulfonate (PFOS) and Perfluorooctanoate (PFOA) in Water Environment of 21 Cities in 10 Countries","year":2008,"lang":"en","type":"article","venue":"Journal of Japan Society on Water Environment","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Perfluorooctane; Tap water; Effluent; Environmental chemistry; Environmental science; Wastewater; Contamination; Surface water; Environmental engineering; Chemistry; Sulfonate; Ecology; Biology","authors":[{"name":"Shuhei Tanaka","is_ca":false},{"name":"Shigeo Fujii","is_ca":false},{"name":"Nguyen Pham Hong Lien","is_ca":false},{"name":"Munehiro Nozoe","is_ca":false},{"name":"Chinagarn Kunacheva","is_ca":false},{"name":"Koji Kimura","is_ca":false},{"name":"Binaya Raj Shivakoti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01228030784646696,"gpt":0.212119050744288,"spread":0.199838742897821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001095612,0.0002841525,0.0005803946,0.0001160814,0.00009527261,0.00001392995,0.0002985609,0.0001580167,0.003218246],"category_scores_gemma":[0.000007379186,0.0001923492,0.0001994135,0.00006398808,0.001061895,0.000396501,0.0002062,0.0003690738,0.00006784078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006976837,"about_ca_system_score_gemma":0.00001380426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001148663,"about_ca_topic_score_gemma":0.00001912863,"domain_scores_codex":[0.9968022,0.0001630406,0.001001738,0.0003195037,0.00117706,0.0005364876],"domain_scores_gemma":[0.999261,0.00008132035,0.0002608267,0.0002523615,0.000009998927,0.0001345464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008006071,0.0009276982,0.4905522,0.0001088449,0.0001085532,0.00005890288,0.05719835,0.007318104,0.4318455,0.00001010731,0.0005944525,0.01047669],"study_design_scores_gemma":[0.003860511,0.001636997,0.4718059,0.0001636507,0.00003787548,0.0001004964,0.003766052,0.0008308875,0.4960025,0.0001610907,0.02115012,0.0004838858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970584,0.001682712,0.00002218435,0.0005465421,0.00004314864,0.0002461095,0.00001415156,0.000002960465,0.0003837798],"genre_scores_gemma":[0.9855322,0.01249186,0.0003393108,0.00008389183,0.00002980112,0.00001217081,0.000008884629,0.00002240358,0.001479535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06415701,"threshold_uncertainty_score":0.9976929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402347163","doi":"10.2965/jswe.47.129","title":"Applying a Seasonal Adjustment Method to Continuous Dissolved Nitrous Oxide Data in a Carrousel Reactor","year":2024,"lang":"en","type":"article","venue":"Journal of Japan Society on Water Environment","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Nitrous oxide; Environmental science; Hydrology (agriculture); Chemistry; Geology; Geotechnical engineering","authors":[{"name":"Shohei Otomo","is_ca":false},{"name":"Makoto Kasai","is_ca":false},{"name":"Satoru SHIBATA","is_ca":true},{"name":"Fumiaki Takakai","is_ca":false},{"name":"Naoyuki Miyata","is_ca":false},{"name":"Shuhei Masuda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02804664295340054,"gpt":0.289670254604797,"spread":0.2616236116513964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002014938,0.0002748449,0.0004437075,0.00006314864,0.00007107118,0.0001059353,0.0006292867,0.00009370834,0.0001990141],"category_scores_gemma":[0.0000117973,0.0001875886,0.0003301782,0.00013569,0.00006556253,0.0002937694,0.0005407649,0.0004678827,0.0003067553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039711,"about_ca_system_score_gemma":0.0000133184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005275299,"about_ca_topic_score_gemma":0.000006413853,"domain_scores_codex":[0.9971033,0.0001986281,0.0006677806,0.0005570845,0.0009795517,0.000493654],"domain_scores_gemma":[0.9989424,0.0001011117,0.0001168611,0.0005491548,0.00000434003,0.000286171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001916212,0.001132515,0.04942626,0.0001034927,0.0008661454,0.0001647144,0.02044525,0.01932137,0.8372154,0.00000909459,0.01290367,0.05822051],"study_design_scores_gemma":[0.003871469,0.001844875,0.1106474,0.001270918,0.001437334,0.0003281516,0.01417024,0.01494784,0.2289336,0.000676637,0.61922,0.002651533],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992825,0.0001796148,0.00455694,0.001844348,0.0001989313,0.0002874434,0.00004279058,0.00002416044,0.00004081066],"genre_scores_gemma":[0.9702113,0.000119284,0.0280535,0.0003813093,0.0003529207,0.00004397137,0.00003020274,0.00004526126,0.0007623003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6082817,"threshold_uncertainty_score":0.7649643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W390704105","doi":"","title":"IWA World Water Congress & Exhibition Montreal 2010 に参加して","year":2011,"lang":"ja","type":"article","venue":"Journal of Japan Society on Water Environment","topic":"Coastal and Marine Management","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":"Exhibition; Environmental science; Political science; Art; Visual arts","authors":[{"name":"雅弘 徳村","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01562447870789924,"gpt":0.1871486677873185,"spread":0.1715241890794193,"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":[0.0009529241,0.0005762922,0.0005798499,0.00009376885,0.0002891357,0.0001018508,0.0006095828,0.0001688929,0.02978028],"category_scores_gemma":[0.000002051601,0.00035326,0.0008781506,0.00006734061,0.0005282789,0.0005313214,0.002265917,0.0007041664,0.004135953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008099957,"about_ca_system_score_gemma":0.000006617186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005251608,"about_ca_topic_score_gemma":0.00008350316,"domain_scores_codex":[0.9959702,0.0001463761,0.001092548,0.0005791906,0.001229624,0.0009820171],"domain_scores_gemma":[0.9985372,0.00002209343,0.0004135744,0.000555286,0.00001456865,0.0004572777],"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":[0.002668869,0.01358535,0.02237241,0.0004100798,0.003006967,0.0005738194,0.114844,0.006627955,0.2213491,0.000130011,0.3556503,0.2587811],"study_design_scores_gemma":[0.007573683,0.004906468,0.16062,0.0003991514,0.001281968,0.0001655083,0.006768694,0.0006019459,0.3667124,0.004055222,0.4445414,0.002373511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598922,0.0001136392,0.0002855183,0.004317711,0.002289439,0.0006958558,0.00003161837,0.00002736026,0.03234664],"genre_scores_gemma":[0.9391354,0.00114757,0.0008540176,0.001206118,0.000425347,0.00001335547,0.00002033436,0.00006033637,0.05713749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2564076,"threshold_uncertainty_score":0.9998919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}