{"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":"4db0b53b397a","filters":{"venue":"Jurnal Pengabdian Polinema Kepada Masyarakat"}},"results":[{"id":"W3148638321","doi":"10.33795/jppkm.v7i2.41","title":"PELATIHAN PENINGKATAN KOMPETENSI GURU TENTANG PENGOPERASIAN DAN PERAWATAN PANEL SWITCHGEAR DI SMK TUREN-KAB. MALANG","year":2020,"lang":"id","type":"article","venue":"Jurnal Pengabdian Polinema Kepada Masyarakat","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"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":"Humanities; Physics; Art","authors":[{"name":"Sigi Syah Wibowo","is_ca":false},{"name":"Kusuma Wijaya","is_ca":true},{"name":"Rokiyah Rokiyah","is_ca":false},{"name":"Budi Eko Prasetyo","is_ca":false},{"name":"Epiwardi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02238527121655941,"gpt":0.2249081868421997,"spread":0.2025229156256403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005819553,0.002424503,0.002132865,0.0006257132,0.0009487397,0.00110776,0.002056343,0.0009196174,0.001372084],"category_scores_gemma":[0.0005318864,0.002691806,0.00101073,0.001419591,0.0003058433,0.001331059,0.0008242553,0.004930417,0.002067888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031909,"about_ca_system_score_gemma":0.0002986742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004306517,"about_ca_topic_score_gemma":0.0001347317,"domain_scores_codex":[0.9904572,0.0003980678,0.002204977,0.002067513,0.001745284,0.003126949],"domain_scores_gemma":[0.9944693,0.0003210444,0.0005241231,0.001556976,0.0002487139,0.002879883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008902223,0.0007791441,0.05697549,0.004408435,0.002922359,0.01023052,0.04331844,0.1366204,0.7137254,0.004138579,0.02167848,0.00431246],"study_design_scores_gemma":[0.01368411,0.003446849,0.1199737,0.004670868,0.00187542,0.005777577,0.03380504,0.5216265,0.05618693,0.00007359685,0.2233075,0.01557182],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9066386,0.01500478,0.003330216,0.01181869,0.006570813,0.003198316,0.0007064705,0.003885596,0.04884649],"genre_scores_gemma":[0.9855045,0.0004309236,0.003269585,0.001223144,0.005566231,0.00007316697,0.0004733852,0.001069491,0.002389565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6575385,"threshold_uncertainty_score":0.9999292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389265165","doi":"10.33795/jpkm.v10i2.3058","title":"Pelatihan Dan Pemasangan Running Text Untuk Mushola Di RT. 06 RW. 04 Dampit Kabupaten Malang","year":2023,"lang":"id","type":"article","venue":"Jurnal Pengabdian Polinema Kepada Masyarakat","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":"Humanities; Political science; Philosophy","authors":[{"name":"Rhezal Agung Ananto","is_ca":true},{"name":"Muhammad Fahmi Hakim","is_ca":false},{"name":"Masramdhani Saputra","is_ca":false},{"name":"Asfari Hariz Santoso","is_ca":false},{"name":"Aly Imron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01855717705682047,"gpt":0.2430756060653862,"spread":0.2245184290085657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001525814,0.001336106,0.001110261,0.00085236,0.001482909,0.0009269892,0.001682799,0.0004292821,0.005873451],"category_scores_gemma":[0.0001701924,0.001355731,0.0005980279,0.002609848,0.0005280445,0.001258589,0.003065662,0.001413177,0.02140306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008538745,"about_ca_system_score_gemma":0.000193624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310152,"about_ca_topic_score_gemma":0.001660276,"domain_scores_codex":[0.9913727,0.0003053951,0.001606378,0.001801612,0.002173267,0.002740658],"domain_scores_gemma":[0.9963855,0.0002662712,0.000690091,0.001286186,0.0000612901,0.001310659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004084544,0.0008649678,0.748381,0.0009196157,0.0006609531,0.004886706,0.0118515,0.003171348,0.01735088,0.001576688,0.1707256,0.03920229],"study_design_scores_gemma":[0.002125132,0.0003103601,0.8466706,0.000564369,0.0002294672,0.0001270356,0.004946745,0.006504777,0.001022393,0.0003923675,0.1350012,0.00210559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8733884,0.0004743519,0.0001333296,0.005781726,0.002036086,0.001521979,0.0001618448,0.0006316591,0.1158706],"genre_scores_gemma":[0.8798946,0.0005435983,0.0003715373,0.000814167,0.0009860044,0.00006810646,0.000427038,0.0002271459,0.1166679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09828959,"threshold_uncertainty_score":0.999939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}