{"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":"4d3613cf545f","filters":{"venue":"Jurnal Hasil Pengabdian Masyarakat (JURIBMAS)"}},"results":[{"id":"W4412354169","doi":"10.62712/juribmas.v4i1.441","title":"Optimalisasi Metode Pembelajaran Interaktif dalam Kursus Komputer di LKP Karya Prima Secara Hybrid","year":2025,"lang":"id","type":"article","venue":"Jurnal Hasil Pengabdian Masyarakat (JURIBMAS)","topic":"Engineering and Technology Innovations","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Humanities; Art","authors":[{"name":"Muhammad Zen","is_ca":false},{"name":"Rusmin Saragih","is_ca":true},{"name":"Imeldawaty Gultom","is_ca":true},{"name":"Ayu Puspita Sari Sinaga","is_ca":true},{"name":"Eka Pandu Cynthia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007091501959751689,"gpt":0.231669195769759,"spread":0.2245776938100073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008424962,0.001116564,0.001120058,0.000865823,0.0006012224,0.002184209,0.0009172051,0.0009244922,0.01504466],"category_scores_gemma":[0.0009345707,0.0005411271,0.001101905,0.0006094408,0.0003820502,0.001253666,0.001255323,0.001039495,0.003493265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008579714,"about_ca_system_score_gemma":0.001039754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001586425,"about_ca_topic_score_gemma":0.00257435,"domain_scores_codex":[0.9992225,0.00008372863,0.00006036616,0.0001875698,0.0003434173,0.0001023402],"domain_scores_gemma":[0.9995547,0.0001291658,0.0000608833,0.00003876982,0.0001551957,0.00006132781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001964657,0.0005176764,0.005048546,0.001417422,0.0001156546,0.0003395725,0.0003420422,0.007793623,0.8684778,0.00198685,0.002031899,0.1099642],"study_design_scores_gemma":[0.0002231382,0.005277298,0.03500601,0.0003248236,0.0006842799,0.001109277,0.001927849,0.04697131,0.8238882,0.005119671,0.07917487,0.0002932906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7428027,0.01033512,0.190901,0.001181038,0.0005584366,0.0005495615,0.002365636,0.002256928,0.04904956],"genre_scores_gemma":[0.8595085,0.004243666,0.09060223,0.00036269,0.00007127409,0.0006565864,0.001873585,0.0007339001,0.04194749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01504466,"threshold_uncertainty_score":0.05032939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401639212","doi":"10.62712/juribmas.v3i1.253","title":"Pelatihan Design Grafis Sebagai Passive Income Dalam Dunia Advertising Untuk Generasi Gen Z","year":2024,"lang":"id","type":"article","venue":"Jurnal Hasil Pengabdian Masyarakat (JURIBMAS)","topic":"Vocational and Entrepreneurial Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Art","authors":[{"name":"Rusmin Saragih","is_ca":true},{"name":"Imeldawaty Gultom","is_ca":true},{"name":"J Sembiring","is_ca":false},{"name":"Divi Handoko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0259095126132602,"gpt":0.2986353533380668,"spread":0.2727258407248066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001210475,0.001049664,0.0003632233,0.001207483,0.0009750809,0.004238934,0.0009515746,0.001056003,0.05796937],"category_scores_gemma":[0.002014352,0.0005798637,0.0005933243,0.000742505,0.0007924621,0.002860522,0.001710443,0.0009568636,0.01435092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103048,"about_ca_system_score_gemma":0.001132095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001822997,"about_ca_topic_score_gemma":0.003866086,"domain_scores_codex":[0.9991033,0.0001639166,0.00004730929,0.0001599063,0.0004247405,0.0001008554],"domain_scores_gemma":[0.9985723,0.0003726219,0.0001088587,0.0002678145,0.0005421183,0.0001362935],"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":[0.0007861073,0.000774364,0.008904833,0.002225301,0.0001303333,0.0006858721,0.006407228,0.003844178,0.1571304,0.0685548,0.04383938,0.7067172],"study_design_scores_gemma":[0.0001056829,0.001328532,0.02451404,0.0004537814,0.0003318381,0.001131109,0.00547617,0.008502793,0.09212787,0.01653801,0.8493239,0.0001662426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1807696,0.0027562,0.1909598,0.002953242,0.001052091,0.0009306064,0.001132352,0.005346457,0.6140996],"genre_scores_gemma":[0.4050454,0.002994764,0.09301373,0.0009280892,0.0001523576,0.0007344345,0.0008132443,0.001205127,0.4951129],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05796937,"threshold_uncertainty_score":0.1939268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392965684","doi":"10.62712/juribmas.v2i1.109","title":"REFLEKSI AKHIR TAHUN DI SATUAN PENDIDIKAN (SMP PRIMBANA MEDAN)","year":2023,"lang":"en","type":"article","venue":"Jurnal Hasil Pengabdian Masyarakat (JURIBMAS)","topic":"Educational Curriculum and Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Facilitator; Curriculum; Mathematics education; Psychology; Reflection (computer programming); Pedagogy; Subject (documents); Computer science; Library science","authors":[{"name":"Rusmin Saragih","is_ca":true},{"name":"Imeldawaty Gultom","is_ca":true},{"name":"Juliana Naftali Sitompul","is_ca":true},{"name":"Ricky Ramadhan Harahap","is_ca":false},{"name":"Barany Fachri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05995021618130396,"gpt":0.4049558868323087,"spread":0.3450056706510047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005627145,0.0003962674,0.0002706118,0.0005973493,0.002459179,0.001817746,0.0004047378,0.0007568204,0.03866171],"category_scores_gemma":[0.0007392281,0.0002232699,0.000204849,0.0006106683,0.0004340184,0.001031169,0.001836864,0.001280586,0.01306186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009567369,"about_ca_system_score_gemma":0.002699162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002971988,"about_ca_topic_score_gemma":0.006040086,"domain_scores_codex":[0.9996768,0.00004651305,0.00002405543,0.00007260966,0.0001054474,0.00007451686],"domain_scores_gemma":[0.9996085,0.00003636695,0.00003027211,0.00001751347,0.0001567796,0.0001506494],"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":[0.0003768548,0.001160418,0.02026143,0.001237143,0.00002310056,0.003812601,0.01151944,0.0002745652,0.009565949,0.01858045,0.1773603,0.7558278],"study_design_scores_gemma":[0.00002699152,0.0002381586,0.02152585,0.000233944,0.00001918845,0.001959741,0.00568025,0.0002700402,0.004447663,0.001643047,0.9639212,0.0000338473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3289218,0.01375807,0.006360867,0.01703667,0.007866571,0.0005174942,0.001489827,0.000986736,0.623062],"genre_scores_gemma":[0.4977039,0.007707684,0.01187529,0.002539163,0.0006763986,0.0002802096,0.00124364,0.0002211419,0.4777524],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03866171,"threshold_uncertainty_score":0.1293364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}