{"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":"6bd636eed706","filters":{"venue":"Economy Deposit Journal (E-DJ)"}},"results":[{"id":"W3115477445","doi":"10.36090/e-dj.v2i2.911","title":"Efektivitas Pengelolaan Alokasi Dana Desa Pada Desa Silondou Kecamatan Basi Dondo Kabupaten Tolitoli","year":2021,"lang":"id","type":"article","venue":"Economy Deposit Journal (E-DJ)","topic":"Local Governance and Development","field":"Social Sciences","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; Art","authors":[{"name":"Hilmi Hilmi","is_ca":true},{"name":"Ramlawati Ramlawati","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01749361204669236,"gpt":0.2514069606014747,"spread":0.2339133485547824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001686796,0.0008802383,0.001310525,0.0002153463,0.002640541,0.002593987,0.001411474,0.0005547977,0.003003256],"category_scores_gemma":[0.0003537652,0.0008986684,0.0007938719,0.0008458783,0.0003966486,0.002308219,0.0005351484,0.001630979,0.001881609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356639,"about_ca_system_score_gemma":0.003285261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002933966,"about_ca_topic_score_gemma":0.008305625,"domain_scores_codex":[0.9927884,0.001012782,0.001863822,0.0011904,0.001071141,0.002073486],"domain_scores_gemma":[0.9952323,0.0005067533,0.001208621,0.0007551888,0.0006817461,0.001615418],"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":[0.0008692415,0.003225094,0.5810016,0.0007788269,0.005609147,0.02811915,0.05686903,0.0002321834,0.003116236,0.02809935,0.1829202,0.1091599],"study_design_scores_gemma":[0.004261441,0.0004346726,0.1287667,0.001125557,0.0006369469,0.003228125,0.01178579,0.0001346413,0.03322076,0.006628418,0.806883,0.002893952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7460058,0.03701478,0.001204746,0.01264232,0.007432108,0.0009335623,0.00008841902,0.0001883886,0.1944898],"genre_scores_gemma":[0.9663171,0.007259382,0.00204142,0.002355879,0.002581005,0.00003811888,0.0000339441,0.0001125708,0.01926064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6239627,"threshold_uncertainty_score":0.9993464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186077804","doi":"10.36090/e-dj.v3i1.1050","title":"Analisis Segmentasi Pasar Perusahaan Penyedia Jasa Transportasi (Studi Kasus PO Titian Mas Kota Bima) Supply Company Market Segmentation Analysis Transportation Services (Case Study of PO Titian Mas in Bima City)","year":2021,"lang":"id","type":"article","venue":"Economy Deposit Journal (E-DJ)","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Humanities; Business administration; Business; Art","authors":[{"name":"Muhammad Rifki","is_ca":true},{"name":"Muhajirin Muhajirin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0131968111993143,"gpt":0.233803493735783,"spread":0.2206066825364688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001161879,0.0008565502,0.001472852,0.003021993,0.000706581,0.001655092,0.0006551414,0.0002518176,0.01064262],"category_scores_gemma":[0.00001182918,0.0009741122,0.0007188461,0.0037213,0.00008756161,0.003597909,0.00009991245,0.0006164325,0.00003245505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003039258,"about_ca_system_score_gemma":0.00009559072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007359862,"about_ca_topic_score_gemma":0.06798143,"domain_scores_codex":[0.9943321,0.0002991002,0.002779157,0.001082375,0.000711494,0.0007957267],"domain_scores_gemma":[0.9963129,0.00008738662,0.002062485,0.0006307727,0.0007396934,0.0001668293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002565618,0.001972582,0.9790518,0.001204057,0.003459081,0.006973262,0.002733102,0.001483808,0.00006378737,0.00006446201,0.001458523,0.001278953],"study_design_scores_gemma":[0.006603256,0.0003235775,0.8800772,0.0006457574,0.01157685,0.0001843076,0.08805273,0.007390996,0.001198338,0.0001214794,0.002157172,0.001668299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842999,0.001318424,0.002753627,0.0008168259,0.0004436783,0.0014821,0.0001286647,0.0001118242,0.008644954],"genre_scores_gemma":[0.9938602,0.001395464,0.001256667,0.0007512633,0.0004446503,0.00007369059,0.001327279,0.0001015659,0.0007892055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09897459,"threshold_uncertainty_score":0.9993813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186322672","doi":"10.36090/e-dj.v3i1.1035","title":"Analisis Pembangunan Desa Berbasis Perencanaan Di Desa Tang Kecamatan Bokat Kabupaten Buol","year":2021,"lang":"id","type":"article","venue":"Economy Deposit Journal (E-DJ)","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":"Encana (Canada)","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Muhammad Nasir Hasan Dg Marumu","is_ca":false},{"name":"Ramlawati Ramlawati","is_ca":false},{"name":"Irawati Ahmad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01639111467374552,"gpt":0.2507139680244928,"spread":0.2343228533507473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001127619,0.0007108781,0.001058893,0.0002207066,0.002525643,0.002234831,0.00115286,0.0004620847,0.004080057],"category_scores_gemma":[0.0002422981,0.0007188349,0.0007856196,0.001010839,0.00034904,0.001588318,0.0003767268,0.001089299,0.0007488924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002114751,"about_ca_system_score_gemma":0.002483571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004722112,"about_ca_topic_score_gemma":0.01042521,"domain_scores_codex":[0.9942597,0.0006339828,0.001520505,0.0009882466,0.0009288499,0.001668735],"domain_scores_gemma":[0.9960659,0.0002351529,0.001033828,0.0005997389,0.0006573971,0.00140798],"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":[0.0001646832,0.0006514058,0.8252559,0.0002146897,0.002453409,0.00470092,0.03483434,0.0001119026,0.0007594823,0.005434804,0.07027636,0.05514205],"study_design_scores_gemma":[0.003154282,0.0005213924,0.4324733,0.001455634,0.001107316,0.001610997,0.04726868,0.0003092758,0.02633881,0.002780311,0.4795936,0.003386358],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8725983,0.02023327,0.0005331422,0.006551421,0.002580519,0.0003778209,0.00006090672,0.00008861371,0.09697604],"genre_scores_gemma":[0.9717913,0.009393778,0.0008921618,0.001247968,0.001856684,0.00002693279,0.00002741201,0.0000841138,0.01467961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4093173,"threshold_uncertainty_score":0.9995263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}