{"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":"8e62c496367b","filters":{"venue":"Jurnal Daur Lingkungan"}},"results":[{"id":"W2894614611","doi":"10.33087/daurling.v1i2.10","title":"Hubungan Faktor Lingkungan Fisik dan Sosial Ekonomi Keluarga Terhadap Kejadian Pneumonia Pada Balita di Wilayah Kerja Puskesmas Tahtul Yaman Kota Jambi","year":2018,"lang":"en","type":"article","venue":"Jurnal Daur Lingkungan","topic":"Healthcare Quality and Satisfaction","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Pneumonia; Medicine; Univariate analysis; Incidence (geometry); Socioeconomic status; Under-five; Cause of death; Environmental health; Pediatrics; Disease; Multivariate analysis; Demography; Internal medicine; Population","authors":[{"name":"Suryati Suryati","is_ca":true},{"name":"Nyimas Natasha","is_ca":false},{"name":"Nur Id'ys","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07198496215872871,"gpt":0.413291851114583,"spread":0.3413068889558543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003861599,0.001053552,0.001401264,0.0005511707,0.005222871,0.0002636802,0.001147535,0.001535902,0.0002460983],"category_scores_gemma":[0.001228707,0.001043506,0.000520374,0.0007757705,0.0005324737,0.0009208393,0.0004171255,0.004219747,0.001311099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209872,"about_ca_system_score_gemma":0.002150797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007833348,"about_ca_topic_score_gemma":0.01362645,"domain_scores_codex":[0.9883661,0.00306812,0.002939193,0.001597972,0.001219406,0.00280921],"domain_scores_gemma":[0.9929883,0.001166251,0.0013458,0.00175369,0.0008633074,0.001882588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001308869,0.0008050652,0.8346302,0.001556799,0.0006699548,0.0002459245,0.05286893,0.00003231888,0.05912066,0.01235459,0.008969479,0.0274372],"study_design_scores_gemma":[0.004062644,0.001977142,0.6637485,0.001463672,0.0003143259,0.0000980339,0.01573898,0.001789432,0.005308763,0.0008848489,0.3022522,0.002361414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732903,0.0002138612,0.0004361534,0.01062944,0.008023974,0.001809781,0.0002006299,0.0007050644,0.004690811],"genre_scores_gemma":[0.9793739,0.0001563252,0.000492387,0.004989501,0.0124002,0.0001777835,0.0002860849,0.0002801392,0.00184372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2932827,"threshold_uncertainty_score":0.9997603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887291464","doi":"10.33087/daurling.v1i1.7","title":"Perencanaan Sistem Plambing Air Bersih dan Air Buangan Gedung SMK Negeri 3 Kota Jambi","year":2018,"lang":"en","type":"article","venue":"Jurnal Daur Lingkungan","topic":"Environmental Engineering and Cultural Studies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Wastewater; Roof; Clean water; Environmental science; Engineering; Waste management; Environmental engineering; Effluent; Civil engineering","authors":[{"name":"Anggrika Riyanti","is_ca":true},{"name":"Marhadi Marhadi","is_ca":false},{"name":"Noviardi Wijaya Saputra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00937857397189733,"gpt":0.2013088968382436,"spread":0.1919303228663463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002227724,0.0003282733,0.0002966885,0.00007952571,0.0007233003,0.0001315141,0.0009183267,0.00009897963,0.000004789722],"category_scores_gemma":[0.00003663194,0.0002843506,0.0001570608,0.0003234581,0.000152192,0.0004353503,0.0004521294,0.0003744925,0.00008695086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001791502,"about_ca_system_score_gemma":0.00002907156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009387152,"about_ca_topic_score_gemma":0.00008098481,"domain_scores_codex":[0.9980364,0.00004829365,0.000339661,0.0005467181,0.0004396531,0.0005893011],"domain_scores_gemma":[0.9990221,0.00004565915,0.0001281058,0.0004970988,0.00005515411,0.0002518297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001743944,0.001398311,0.03512399,0.0006972534,0.002230484,0.001011878,0.07767772,0.01018282,0.5887316,0.07240736,0.02268999,0.1876741],"study_design_scores_gemma":[0.003260818,0.002556098,0.4081421,0.001270126,0.0002631864,0.0008608108,0.005632345,0.05931381,0.2621629,0.0009291701,0.2508752,0.004733375],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794859,0.0007691926,0.01195734,0.001679357,0.001493567,0.0001749862,0.000005217064,0.0005157551,0.003918728],"genre_scores_gemma":[0.9922515,0.00004564077,0.00480038,0.000556559,0.0007138372,0.000009776637,0.000005928131,0.00002820648,0.001588167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3730181,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940336610","doi":"10.33087/daurling.v2i1.18","title":"Variasi Ketebalan Arang Cangkang Biji Karet dengan Metode Filtrasi Downflow Dalam Penurunan Parameter Fe Air Tanah Dalam","year":2019,"lang":"en","type":"article","venue":"Jurnal Daur Lingkungan","topic":"Heavy Metal Pollution Remediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Aeration; Filtration (mathematics); Activated charcoal; Charcoal; Environmental science; Environmental engineering; Groundwater; Surface water; Natural rubber; Raw water; Water treatment; Pulp and paper industry; Chemistry; Adsorption; Geotechnical engineering; Geology; Engineering; Mathematics","authors":[{"name":"Andri Rhomadon Ritonga","is_ca":true},{"name":"Marhadi Marhadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007463720091079856,"gpt":0.2195424475839873,"spread":0.2120787274929075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001185487,0.0004782302,0.0005310625,0.0001745247,0.0003061944,0.0001399574,0.0007171491,0.0002925032,0.0006552772],"category_scores_gemma":[0.0005264411,0.0004388668,0.0002880035,0.0006323152,0.0001662718,0.0007295219,0.0002210713,0.0007623758,0.001950104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000512997,"about_ca_system_score_gemma":0.00008840489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004929043,"about_ca_topic_score_gemma":0.0006010384,"domain_scores_codex":[0.9959275,0.0003699371,0.0007538686,0.0008456102,0.001179219,0.0009238432],"domain_scores_gemma":[0.9979104,0.0003104283,0.0003718387,0.0008293783,0.00003961852,0.0005383638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001142632,0.0002647285,0.2393895,0.00006879857,0.0001590275,0.00008205707,0.001391071,0.005251075,0.7411213,0.0004311861,0.001854665,0.009872335],"study_design_scores_gemma":[0.00109597,0.0002219642,0.8551417,0.00007109539,0.0001319924,0.00007168856,0.0001438687,0.007294244,0.1131905,0.000283101,0.02153112,0.0008227921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932459,0.00004602066,0.0004844429,0.0006958857,0.001325625,0.0006702874,0.00004542264,0.0001821774,0.003304221],"genre_scores_gemma":[0.9923101,0.00002404353,0.002275454,0.001311888,0.0003929819,0.0000328254,0.00008698353,0.00007866135,0.003487085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6279308,"threshold_uncertainty_score":0.9998063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}