{"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":"4cbbd9ab3e0c","filters":{"venue":"Journal of Environmental Analysis Health and Toxicology"}},"results":[{"id":"W3151074763","doi":"10.36278/jeaht.24.1.13","title":"Assessment of Water Quality and Sediment Pollution in Gap Stream","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Analysis Health and Toxicology","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute of Environmental Research; Ministry of Environment","keywords":"Tributary; Environmental science; Pollution; Sediment; Hydrology (agriculture); Water quality; Nutrient; Organic matter; Bank; Surface water; Sampling (signal processing); Environmental engineering; Ecology; Geology; Geography","authors":[{"name":"Yun-Mo Yang","is_ca":false},{"name":"Minhee Chae","is_ca":false},{"name":"Dae‐Hee Lee","is_ca":false},{"name":"Yun-Kyung Park","is_ca":false},{"name":"Kwang-Seol Seok","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01724979274223524,"gpt":0.3047697082230739,"spread":0.2875199154808387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002064494,0.0001980997,0.0002101683,0.0008886941,0.000335994,0.0004676944,0.0001335403,0.000249081,0.0003196281],"category_scores_gemma":[0.0002586322,0.0001022177,0.0001218134,0.001016996,0.0002193423,0.0002072889,0.0003554994,0.0001069291,0.00005411735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003599824,"about_ca_system_score_gemma":0.0003382665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007267909,"about_ca_topic_score_gemma":0.01783931,"domain_scores_codex":[0.9998062,0.00003040806,0.00001492448,0.00004207195,0.00007787842,0.00002853101],"domain_scores_gemma":[0.9998803,0.00001107406,0.00004381629,0.000004679562,0.00004095126,0.00001909167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002428662,0.00009829524,0.9376644,0.0000572609,0.000038585,0.0003095997,0.0006021641,0.0003928826,0.05000138,0.00006488324,0.00005791267,0.01046977],"study_design_scores_gemma":[0.000004030726,0.0002434808,0.9935268,0.000003785289,0.00001770679,0.0001077503,0.0004341686,0.0007073262,0.004654597,0.00002664756,0.0002699887,0.000003620923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996749,0.0000254362,0.0001291221,0.000001396681,5.145938e-7,0.000005001639,0.00004538067,0.000002438188,0.00011579],"genre_scores_gemma":[0.9991516,0.00003662544,0.0004752566,0.000003859523,9.018784e-7,0.000008466003,0.0001349219,0.000001213058,0.0001870633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007267909,"threshold_uncertainty_score":0.01445127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306649397","doi":"10.36278/jeaht.25.3.111","title":"Comparison of On-site Assessment of Testing and Inspection Laboratories","year":2022,"lang":"en","type":"article","venue":"Journal of Environmental Analysis Health and Toxicology","topic":"Technology and Data Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute of Environmental Research","keywords":"Accreditation; Certificate; Quality assessment; Quality (philosophy); Computer science; Operations management; Engineering; Engineering management; Medicine; Medical education; External quality assessment","authors":[{"name":"Jong‐Yeon Hwang","is_ca":false},{"name":"Hye-ri Lee","is_ca":false},{"name":"Sang-Ho Go","is_ca":false},{"name":"Sooa Jeon","is_ca":false},{"name":"Jeehye Kim","is_ca":false},{"name":"Hyo-Kyeong Kim","is_ca":false},{"name":"Jin-Ju Lee","is_ca":false},{"name":"Changhee Park","is_ca":false},{"name":"Jeong‐Ki Yoon","is_ca":false},{"name":"Sun‐Kyung Shin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01943803774313714,"gpt":0.324989691245043,"spread":0.3055516535019058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01000253,0.0006918586,0.0006013322,0.007295229,0.0008532103,0.003167173,0.002268207,0.0009237587,0.003939329],"category_scores_gemma":[0.02676926,0.0002897429,0.001050909,0.003541681,0.0009338541,0.001545429,0.002140965,0.0004771022,0.0009958412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004377909,"about_ca_system_score_gemma":0.00366696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04022822,"about_ca_topic_score_gemma":0.04873708,"domain_scores_codex":[0.9710957,0.005761188,0.001670487,0.002040868,0.01762893,0.001802862],"domain_scores_gemma":[0.915432,0.01209521,0.008912555,0.004838851,0.05618951,0.002531883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001858778,0.001235383,0.6803326,0.0007216368,0.0004900935,0.0007147085,0.003625275,0.01140813,0.01745635,0.001887831,0.003333898,0.2769354],"study_design_scores_gemma":[0.00005812016,0.002283765,0.9473162,0.0001495876,0.0002475962,0.0004330668,0.005922111,0.01102297,0.01661445,0.0005839195,0.01525122,0.0001169848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444646,0.0007772032,0.01228116,0.0002163934,0.00007489249,0.0006169048,0.001415083,0.0007879485,0.03936588],"genre_scores_gemma":[0.9840745,0.0002875592,0.005622929,0.00008568674,0.0000209599,0.00009745165,0.001706497,0.00008593339,0.008018429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04022822,"threshold_uncertainty_score":0.07998812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}