{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004050446,0.0005447528,0.0003868253,0.001054999,0.000743733,0.001077106,0.0001827815,0.0004009563,0.0004295667],"category_scores_gemma":[0.0005284935,0.0003243066,0.0004425065,0.001862094,0.0006954697,0.0004626285,0.0008343318,0.0002315647,0.0001175821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007089322,"about_ca_system_score_gemma":0.0006463237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01313634,"about_ca_topic_score_gemma":0.02019367,"domain_scores_codex":[0.9994709,0.0001110384,0.0000701755,0.0001403776,0.00009884776,0.0001085918],"domain_scores_gemma":[0.9993611,0.00007718722,0.0002889453,0.00003786055,0.0001548949,0.00008012786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007047405,0.00002262013,0.9853028,0.00003981871,0.00006606554,0.0004405212,0.0009500423,0.0002520597,0.008103928,0.00002076512,0.00005488393,0.004676094],"study_design_scores_gemma":[0.000006260668,0.0001864653,0.9902956,0.0000117146,0.00006805811,0.0004947361,0.003110165,0.000125611,0.004662657,0.00002053154,0.001002014,0.00001608711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995359,0.00009988744,0.00006888687,0.000007760017,0.000001180353,0.000004521002,0.0001079121,0.000001578196,0.000172293],"genre_scores_gemma":[0.9985353,0.0003333905,0.0003919461,0.00003355705,0.000003175087,0.0000174569,0.0004062018,0.000003466954,0.0002755277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01313634,"threshold_uncertainty_score":0.02611971,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005518594,0.0003261602,0.0002694437,0.000404493,0.0003905435,0.000412796,0.0004174801,0.0004057343,0.0003694464],"category_scores_gemma":[0.0008143659,0.0002461653,0.0004168703,0.0005964456,0.0001512884,0.0002801351,0.0001636742,0.0004155936,0.0001281827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009097323,"about_ca_system_score_gemma":0.001118392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0422223,"about_ca_topic_score_gemma":0.05593482,"domain_scores_codex":[0.9997248,0.00003574527,0.00001527641,0.0001127787,0.00009075534,0.00002057368],"domain_scores_gemma":[0.999774,0.00006342102,0.00003073738,0.00001854464,0.0000955793,0.00001761445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000692471,0.000288992,0.0461321,0.0001322055,0.0001197148,0.0001985805,0.0003327066,0.01639692,0.8572822,0.0003973937,0.00040866,0.07761816],"study_design_scores_gemma":[0.0001101633,0.0004429011,0.1452629,0.00001300318,0.0001746302,0.0000910479,0.0002681231,0.392228,0.4570708,0.0003224901,0.003907941,0.000107872],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9093703,0.0001655962,0.08681325,0.000110462,0.00009677259,0.000134763,0.0002561082,0.0006499914,0.002402732],"genre_scores_gemma":[0.9165257,0.00008478926,0.08165335,0.0000360131,0.00001036299,0.00007181265,0.0001884642,0.00004456594,0.001384799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0422223,"threshold_uncertainty_score":0.08395308,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004724937,0.0006277018,0.0003026575,0.0005318262,0.002155822,0.002329053,0.0005148462,0.001410962,0.1352419],"category_scores_gemma":[0.0004794142,0.0002815309,0.0002924911,0.0009715622,0.0006359245,0.001107358,0.00140135,0.001682303,0.06274326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003092319,"about_ca_system_score_gemma":0.005717142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1567132,"about_ca_topic_score_gemma":0.350419,"domain_scores_codex":[0.9997163,0.00001581847,0.000009160407,0.00003584971,0.0001276673,0.00009512385],"domain_scores_gemma":[0.9997678,0.000008515589,0.0000131758,0.00001645027,0.0001382667,0.00005567008],"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":[0.00007815528,0.00003104864,0.00105611,0.00009328163,0.000007412861,0.00007976708,0.0001594015,0.0001190182,0.001431435,0.004350704,0.94502,0.0475736],"study_design_scores_gemma":[0.000004418916,0.000008148848,0.003027725,0.00001893149,0.000002919082,0.00001411986,0.0001145326,0.00002459264,0.0003411659,0.0002416017,0.9961948,0.000007020153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0166231,0.007384902,0.001073126,0.04176462,0.01666036,0.000152536,0.008594291,0.0005385034,0.9072085],"genre_scores_gemma":[0.008772731,0.001264409,0.0002271527,0.0006646664,0.0002434827,0.00002287541,0.001210928,0.00005826474,0.9875354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8432869,"threshold_uncertainty_score":0.4524292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}