{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"dd8c4f9ef26f","filters":{"venue":"Dharmakarya"}},"results":[{"id":"W2943151802","doi":"10.24198/dharmakarya.v7i2.20100","title":"SOSIALISASI MODEL KOLABORASI DALAM MANAJEMEN BENCANA ALAM DI KABUPATEN PANGANDARAN","year":2018,"lang":"id","type":"article","venue":"Dharmakarya","topic":"Edcuational Technology Systems","field":"Computer 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":"Humanities; Political science; Art","authors":[{"name":"Asep Sumaryana","is_ca":false},{"name":"Sawitri Budi Utami","is_ca":true},{"name":"Ramadhan Pancasilawan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03353456067736428,"gpt":0.2871772349287167,"spread":0.2536426742513524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001079842,0.0006841932,0.0006903225,0.0004339202,0.0007550945,0.0004469187,0.003155683,0.0005546098,0.0001930023],"category_scores_gemma":[0.0001279565,0.0007112091,0.0002148909,0.001254421,0.0008341976,0.001147271,0.001040919,0.0007024753,0.001401304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139214,"about_ca_system_score_gemma":0.0006622624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001950854,"about_ca_topic_score_gemma":0.0001880147,"domain_scores_codex":[0.9947563,0.0002864288,0.001010663,0.001490971,0.001187751,0.00126793],"domain_scores_gemma":[0.9962801,0.0001210984,0.000495084,0.001925353,0.0007992694,0.0003791226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002573323,0.001797103,0.1053794,0.000718726,0.001964695,0.0007127326,0.03918118,0.001514289,0.04648906,0.6019537,0.1551578,0.04487392],"study_design_scores_gemma":[0.0024393,0.0006934058,0.02736593,0.0003849493,0.0002351295,0.0001113583,0.0004694834,0.8788639,0.02645667,0.009970447,0.05100698,0.002002455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6539087,0.003571213,0.2034713,0.02797196,0.01344211,0.003705297,0.0003675511,0.003498336,0.09006353],"genre_scores_gemma":[0.985216,0.0001405261,0.004832608,0.0008904591,0.001277822,0.0001032296,0.00006517245,0.00009226828,0.007381912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8773496,"threshold_uncertainty_score":0.9995339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2989950226","doi":"10.24198/dharmakarya.v8i3.19156","title":"PROGRAM KEMITRAAN MASYARAKAT “PENANGGULANGAN TUBERCULOSIS (TB) MENGGUNAKAN MODEL INTERAKSI GUNA MENCEGAH KEJADIAN DROP OUT (DO) DI SURABAYA”","year":2019,"lang":"id","type":"article","venue":"Dharmakarya","topic":"Public Health and Nutrition","field":"Medicine","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":"Medicine; Gynecology","authors":[{"name":"Tintin Sukartini","is_ca":false},{"name":"Laily Hidayati","is_ca":false},{"name":"Ika Nur Pratiwi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02307438071515661,"gpt":0.3207543415146902,"spread":0.2976799607995336,"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":[0.001491587,0.001145402,0.001595753,0.0007763937,0.0003774948,0.0003941132,0.0008635593,0.0008186885,0.002773474],"category_scores_gemma":[0.0002297012,0.001094907,0.0006819639,0.0009100426,0.0002723238,0.001006085,0.0002825752,0.001877286,0.005888412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009642919,"about_ca_system_score_gemma":0.001104639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005724565,"about_ca_topic_score_gemma":0.0001313499,"domain_scores_codex":[0.9920417,0.0004701489,0.001650107,0.001694317,0.001417454,0.002726245],"domain_scores_gemma":[0.9946628,0.0002174703,0.00047246,0.001618622,0.0005055597,0.002523138],"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":[0.005257787,0.01576684,0.3381572,0.01757354,0.003280328,0.001566712,0.03248912,0.0001527428,0.06080487,0.003368601,0.2668964,0.2546859],"study_design_scores_gemma":[0.03624551,0.009586453,0.06365905,0.00885998,0.002532336,0.0006298469,0.006737675,0.3522847,0.0154294,0.001182775,0.4960752,0.006777101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9024332,0.005371006,0.0001188993,0.01518802,0.0036412,0.006595308,0.0005169705,0.0008324476,0.06530301],"genre_scores_gemma":[0.9789898,0.002544778,0.0006069987,0.003402665,0.001306779,0.0005310476,0.0014516,0.0002530143,0.01091333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.352132,"threshold_uncertainty_score":0.9991501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092124965","doi":"10.24198/dharmakarya.v9i3.25896","title":"UPAYA PENINGKATKAN NILAI JUAL PRODUK MAKANAN TRADISIONAL DI DESA PANYINGKIRAN MELALUI CARA PENGEMASANNYA","year":2020,"lang":"id","type":"article","venue":"Dharmakarya","topic":"SMEs Development and Digital Marketing","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":"WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; Art","authors":[{"name":"Dian Indira","is_ca":false},{"name":"Kamerlia Gantrisia","is_ca":true},{"name":"Heni Radiani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05598961501776765,"gpt":0.2884403612627957,"spread":0.232450746245028,"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":[0.001515908,0.0007818619,0.0008316047,0.0001688865,0.001463158,0.0008568565,0.00129134,0.000355421,0.003913648],"category_scores_gemma":[0.00123465,0.0008039065,0.0004887053,0.001437643,0.0006040016,0.001184498,0.0005037672,0.0009068212,0.001410818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537223,"about_ca_system_score_gemma":0.0008868955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001864862,"about_ca_topic_score_gemma":0.00008183769,"domain_scores_codex":[0.9933915,0.0006505379,0.001061035,0.001445447,0.001844923,0.001606515],"domain_scores_gemma":[0.9971164,0.0005909505,0.0004262614,0.0003684484,0.000231154,0.001266769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002114632,0.001092013,0.2738459,0.001275283,0.00118234,0.001318602,0.3550733,0.00007275073,0.004653164,0.009321565,0.2309925,0.119058],"study_design_scores_gemma":[0.004787289,0.0007736677,0.2032206,0.0008177932,0.0006308774,0.00004895476,0.05445823,0.003159025,0.003121559,0.0007063738,0.7233124,0.004963204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6754823,0.002762826,0.00006318643,0.0193278,0.00262206,0.001487231,0.0001618435,0.0005964131,0.2974963],"genre_scores_gemma":[0.9895028,0.0003298607,0.0003052388,0.001576965,0.002242525,0.00005041829,0.0001156499,0.0001109469,0.005765588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4923199,"threshold_uncertainty_score":0.9998368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390917045","doi":"10.24198/dharmakarya.v12i2.39474","title":"PENINGKATAN KAPASITAS APARATUR DESA DALAM PENGELOLAAN DANA DESA DI DESA CINTARATU KECAMATAN PARIGI KABUPATEN PANGANDARAN","year":2023,"lang":"id","type":"article","venue":"Dharmakarya","topic":"Local Governance and Development","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":"WiLAN (Canada)","funders":"","keywords":"Humanities; Physics; Art","authors":[{"name":"Dewi Kania Sugiharti","is_ca":false},{"name":"Rully Herdita Ramadhani","is_ca":false},{"name":"Memed Sueb","is_ca":true},{"name":"Cahya Irawady","is_ca":true},{"name":"Indri Yuliaftri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03658173602384714,"gpt":0.3079150937295346,"spread":0.2713333577056875,"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":[0.001966278,0.001057638,0.001161537,0.0003377037,0.002350405,0.001002657,0.001878819,0.0006370495,0.001465993],"category_scores_gemma":[0.0003111351,0.001037421,0.0004998812,0.003067972,0.0008103211,0.001285774,0.0007307571,0.001245042,0.008508543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008686641,"about_ca_system_score_gemma":0.001435403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003180215,"about_ca_topic_score_gemma":0.002550471,"domain_scores_codex":[0.991547,0.0006516721,0.001260808,0.001660681,0.002250182,0.002629666],"domain_scores_gemma":[0.9964954,0.0004028395,0.0006318425,0.001009091,0.0003299599,0.001130822],"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":[0.0009783045,0.000902747,0.155951,0.0005542205,0.001457672,0.003260489,0.1297395,0.0001327566,0.009206976,0.0165172,0.658047,0.02325214],"study_design_scores_gemma":[0.003232911,0.0004039698,0.3131784,0.0007033431,0.0005288236,0.00004186476,0.01922202,0.0006245411,0.01243577,0.001488908,0.6449939,0.003145581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431271,0.002958242,0.00009142173,0.003485766,0.004326783,0.001551969,0.0004035316,0.001022941,0.04303224],"genre_scores_gemma":[0.9752481,0.003260953,0.0002328468,0.0008683259,0.001192701,0.0001414526,0.0005329742,0.0001539145,0.01836871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1572274,"threshold_uncertainty_score":0.9994468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}