{"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":"5369c7e1faf5","filters":{"venue":"Jurnal PEPADU"}},"results":[{"id":"W4392713909","doi":"10.29303/pepadu.v5i1.3911","title":"KEMANDIRIAN GERAKAN CINTA SONIK (SAMPAH ORGANIK) MENGELOLA SAMPAH DARI SUMBER RUMAH TANGGA DESA LENGKONG KECAMATAN BOJONGSOANG KABUPATEN BANDUNG","year":2024,"lang":"id","type":"article","venue":"Jurnal PEPADU","topic":"Waste Management and Recycling","field":"Environmental Science","cited_by":2,"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; Art","authors":[{"name":"Ratna Dian Kurniawati","is_ca":true},{"name":"Diah Adni Fauziah","is_ca":false},{"name":"Alyxia Gita Stellata","is_ca":true},{"name":"Madinatul Munawaroh","is_ca":false},{"name":"Hani Oktafiani","is_ca":true},{"name":"Rita Setiawati","is_ca":false},{"name":"Farah Nurhaliza","is_ca":false},{"name":"Haiqal Akbar Hidayana","is_ca":false},{"name":"Mochamad Faisal Nugraha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01336878502632935,"gpt":0.2405755295500406,"spread":0.2272067445237113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001575322,0.001079152,0.0009166462,0.000427756,0.001139559,0.002140447,0.001279157,0.0004897163,0.007845134],"category_scores_gemma":[0.00008615594,0.0009628144,0.0005824016,0.001258431,0.00048917,0.001583742,0.001251642,0.001601513,0.005828638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103874,"about_ca_system_score_gemma":0.0001317417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048886,"about_ca_topic_score_gemma":0.001286093,"domain_scores_codex":[0.9932073,0.0003566647,0.001288843,0.001694713,0.001556399,0.001896113],"domain_scores_gemma":[0.9975646,0.000286725,0.0003592359,0.0009721654,0.00004199992,0.0007752937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008603516,0.002156817,0.4215592,0.004001664,0.004756817,0.009354164,0.03275607,0.00243551,0.1042974,0.003537277,0.2987302,0.1155545],"study_design_scores_gemma":[0.00390586,0.0008967255,0.2733532,0.004290795,0.002337495,0.0007640046,0.008459277,0.03483884,0.008944798,0.001202793,0.6556631,0.00534312],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9131904,0.005479588,0.001664943,0.004501369,0.005875775,0.001210506,0.0001786407,0.0005868233,0.06731197],"genre_scores_gemma":[0.9659602,0.00174574,0.0003699041,0.000347358,0.001126789,0.00002471485,0.0001246116,0.0002404272,0.03006025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.356933,"threshold_uncertainty_score":0.9992822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392801137","doi":"10.29303/pepadu.v5i1.3973","title":"PELATIHAN IRIGASI TETES BERTINGKAT UNTUK TANAMAN HORTIKULTURA DI DESA JAGARAGA KECAMATAN KURIPAN KABUPATEN LOMBOK BARAT","year":2024,"lang":"id","type":"article","venue":"Jurnal PEPADU","topic":"Coastal Management and Development","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":"Forestry; Physics; Horticulture; Geography; Biology","authors":[{"name":"I Dewa Gede Jaya Negara","is_ca":true},{"name":"Eko Pradjoko","is_ca":false},{"name":"Atas Pracoyo","is_ca":false},{"name":"Akmaludin Akmaludin","is_ca":false},{"name":"Anid Supriyadi","is_ca":false},{"name":"Yusron Saadi","is_ca":false},{"name":"Suparjo Suparjo","is_ca":false},{"name":"I Wayan Yasa","is_ca":false},{"name":"Humairo Saidah","is_ca":false},{"name":"Hasyim Hasyim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01082155380031828,"gpt":0.2274399165560904,"spread":0.2166183627557722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006764747,0.0008960668,0.0006494924,0.0002939829,0.0006933676,0.001487832,0.0009417978,0.0002572224,0.004540033],"category_scores_gemma":[0.00005734593,0.0007726003,0.0004440424,0.001118559,0.0004225633,0.001247554,0.001446948,0.0008479782,0.009119584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079894,"about_ca_system_score_gemma":0.0001046783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004931341,"about_ca_topic_score_gemma":0.001019588,"domain_scores_codex":[0.9944032,0.0001509793,0.001163128,0.001390822,0.001453447,0.001438399],"domain_scores_gemma":[0.9982141,0.0001427903,0.0002740081,0.0006711875,0.00003836804,0.0006595636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004485786,0.001237343,0.3813507,0.001834639,0.001775109,0.005785824,0.01813152,0.0007986391,0.05183738,0.002327397,0.1747063,0.3597665],"study_design_scores_gemma":[0.0008556923,0.0006013582,0.7526225,0.001341281,0.0005125379,0.0001745102,0.001361345,0.008464441,0.004747419,0.001637829,0.2254832,0.002197913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219989,0.002612997,0.0002518067,0.002863629,0.001973504,0.000842994,0.00006340159,0.0003609333,0.06903186],"genre_scores_gemma":[0.9470335,0.0006222034,0.0002365059,0.0002687996,0.0004743325,0.00003718412,0.00008205626,0.0001103658,0.05113504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3712717,"threshold_uncertainty_score":0.9995487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}