{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"72fbdbafbb8b","filters":{"venue":"CIVeng Jurnal Teknik Sipil dan Lingkungan"}},"results":[{"id":"W4386329878","doi":"10.30595/civeng.v4i2.18667","title":"PENGEMBANGAN KONSEP OPTIMALISASI REGULASI DAN KELEMBAGAAN DALAM RANGKA KEBERLANJUTAN KONDISI DAN FUNGSI DAERAH ALIRAN SUNGAI (DAS) STUDI KASUS : DPS LOGAWA, KABUPATEN BANYUMAS","year":2023,"lang":"id","type":"article","venue":"CIVeng Jurnal Teknik Sipil dan Lingkungan","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"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":"Physics; Humanities; Philosophy","authors":[{"name":"Irawadi Irawadi","is_ca":false},{"name":"Sigit Supadmo Arif","is_ca":true},{"name":"Sahid Susanto","is_ca":true},{"name":"Lilik Sutiarso","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02261143262197705,"gpt":0.2523416916845077,"spread":0.2297302590625306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002568657,0.002184908,0.002104794,0.001594046,0.001908023,0.00126792,0.002300455,0.0009478935,0.00007310768],"category_scores_gemma":[0.0004914624,0.002413883,0.001090471,0.003068919,0.0004501286,0.001351435,0.0009291415,0.002540472,0.0005778459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007803306,"about_ca_system_score_gemma":0.0002984518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001811309,"about_ca_topic_score_gemma":0.0005649027,"domain_scores_codex":[0.9894269,0.0008807118,0.002459691,0.0022556,0.001878761,0.003098386],"domain_scores_gemma":[0.9943884,0.0006365725,0.0009236256,0.002303344,0.0005707975,0.001177246],"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":[0.003079932,0.003507726,0.2462495,0.0100279,0.01699089,0.008725272,0.046349,0.0472553,0.4021336,0.03919051,0.1102943,0.06619608],"study_design_scores_gemma":[0.01556594,0.002567869,0.5505504,0.003950702,0.004481801,0.0003386522,0.02083571,0.04254939,0.02071813,0.0006588209,0.3290325,0.00875015],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729114,0.002988651,0.0003863822,0.001890077,0.004778143,0.0022166,0.0001544313,0.002963562,0.01171079],"genre_scores_gemma":[0.972707,0.001993,0.0003352587,0.0002539718,0.002970378,0.0001868922,0.001927734,0.0007751781,0.01885054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3814155,"threshold_uncertainty_score":0.9997689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}