{"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":"90f1a1492035","filters":{"venue":"JURNAL BUANA PENGABDIAN"}},"results":[{"id":"W3109502448","doi":"10.36805/jurnalbuanapengabdian.v2i1.1178","title":"PEMANFAATAN LAHAN BEKAS GALIAN BATU BATA MENJADI EMPANG IKAN AIR TAWAR","year":2020,"lang":"id","type":"article","venue":"JURNAL BUANA PENGABDIAN","topic":"Coastal Management and Development","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":"WiLAN (Canada)","funders":"","keywords":"Humanities; Horticulture; Art; Physics; Forestry; Geography; Biology","authors":[{"name":"Afif Hakim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02353619517690756,"gpt":0.2243519187880105,"spread":0.2008157236111029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007414097,0.0008791221,0.0007498154,0.0002100053,0.0009187364,0.0004526119,0.001665725,0.0002415128,0.01445738],"category_scores_gemma":[0.0001490434,0.0009006265,0.0003864322,0.001239523,0.0003628022,0.001052405,0.001951136,0.001007036,0.01675345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000593551,"about_ca_system_score_gemma":0.000149827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064698,"about_ca_topic_score_gemma":0.002985305,"domain_scores_codex":[0.9940391,0.0002809524,0.001043711,0.001485661,0.001583065,0.001567487],"domain_scores_gemma":[0.9967716,0.00009416538,0.0004088673,0.0008321044,0.00003415993,0.001859129],"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":[0.0006290887,0.0009712423,0.1411057,0.0007542167,0.0008827474,0.003071589,0.02477849,0.0003715349,0.0125237,0.001581543,0.6935707,0.1197594],"study_design_scores_gemma":[0.001562434,0.0005643368,0.2958749,0.0002136768,0.0002379067,0.00002869487,0.003155906,0.000911193,0.00204337,0.0003401788,0.6933897,0.001677724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5179072,0.002031161,0.0008969787,0.1459645,0.003979922,0.003630353,0.0004792261,0.0007468719,0.3243638],"genre_scores_gemma":[0.9759887,0.0003999516,0.0007256125,0.007063476,0.000791338,0.00002957862,0.0001331641,0.0001155854,0.01475256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4580815,"threshold_uncertainty_score":0.9993444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3108793089","doi":"10.36805/jurnalbuanapengabdian.v1i2.1207","title":"PELATIHAN SERVIS SEPEDA MOTOR TIPE KARBURATOR UNTUK KARANG TARUNA DESA SRIKAMULYAN, KECAMATAN TIRTAJAYA, KABUPATEN KARAWANG","year":2019,"lang":"id","type":"article","venue":"JURNAL BUANA PENGABDIAN","topic":"Local Governance and Development","field":"Social Sciences","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); WiLAN (Canada)","funders":"","keywords":"Humanities; Physics; Art","authors":[{"name":"Amir","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01525281662487996,"gpt":0.2586874658119275,"spread":0.2434346491870476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001591406,0.001043625,0.001301369,0.0003712172,0.001448964,0.0009304478,0.001774716,0.0008073476,0.0105366],"category_scores_gemma":[0.0002364692,0.001017343,0.0006593678,0.001632174,0.0004043239,0.001696846,0.0004325772,0.001457419,0.01580872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322122,"about_ca_system_score_gemma":0.002090929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191692,"about_ca_topic_score_gemma":0.009274091,"domain_scores_codex":[0.9917458,0.0006072067,0.001422449,0.001444697,0.002506656,0.002273182],"domain_scores_gemma":[0.9957153,0.000383168,0.0009362875,0.001057841,0.000463409,0.001444054],"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":[0.001291585,0.001418098,0.7908701,0.001188705,0.001976548,0.001596459,0.07312761,0.0001755707,0.008690661,0.01705391,0.06415053,0.03846022],"study_design_scores_gemma":[0.003005615,0.0006885268,0.3889265,0.001105707,0.0002858475,0.0000366842,0.01211582,0.0007916642,0.001495022,0.0006806303,0.5880545,0.002813512],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8925641,0.002424398,0.00003121627,0.003465647,0.00428312,0.002009383,0.0002480347,0.0002228363,0.09475131],"genre_scores_gemma":[0.9295124,0.001135463,0.0003067327,0.001502726,0.001488388,0.00007846268,0.00005882418,0.0001438568,0.06577319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.523904,"threshold_uncertainty_score":0.999851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3211723465","doi":"10.36805/jurnalbuanapengabdian.v3i2.1973","title":"PKM PENGENALAN ANDROID DAN PEMBUATAN VIDEO STREAMING DENGAN ANDROID STUDIO PADA SMK TELEKOMUNIKASI TELESANDI BEKASI","year":2021,"lang":"id","type":"article","venue":"JURNAL BUANA PENGABDIAN","topic":"Blockchain Technology in Education and Learning","field":"Computer 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":"Operating system; Humanities; Computer science; Art","authors":[{"name":"Intan Dwi Fatmaningtyas","is_ca":false},{"name":"Jafar Shadiq","is_ca":true},{"name":"Rita Wahyuni Arifin","is_ca":false},{"name":"Ahmad Safei","is_ca":true},{"name":"Rayhan Wahyudin Ratu Lolly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01796540970921947,"gpt":0.2615400530061909,"spread":0.2435746432969715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001741012,0.001115595,0.001312171,0.000891105,0.002601683,0.001570334,0.003039024,0.0007942347,0.0005157936],"category_scores_gemma":[0.001413374,0.001223999,0.0005452146,0.00278539,0.0005396653,0.000943366,0.001302785,0.004135421,0.000479888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005989478,"about_ca_system_score_gemma":0.002213125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002817459,"about_ca_topic_score_gemma":0.002490245,"domain_scores_codex":[0.9914168,0.001393037,0.001579104,0.002171075,0.001391086,0.002048912],"domain_scores_gemma":[0.9934918,0.0008956704,0.0009234892,0.002675468,0.0008672831,0.001146339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001866804,0.00474924,0.1937236,0.000905559,0.003047087,0.01346405,0.06556579,0.0003522622,0.02842666,0.01755194,0.06157468,0.6104525],"study_design_scores_gemma":[0.006343843,0.001476403,0.155604,0.00208,0.0008795948,0.007891767,0.07390147,0.008223383,0.0395252,0.001027401,0.6977063,0.005340678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411701,0.01099102,0.00433521,0.02745772,0.005120996,0.0008506475,0.00004736033,0.0007454814,0.009281459],"genre_scores_gemma":[0.9832956,0.001675027,0.005185889,0.002373355,0.001283796,0.00005261872,0.00009023021,0.0001402185,0.005903278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6361316,"threshold_uncertainty_score":0.9994661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}