{"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":"e7a22859e462","filters":{"venue":"Kybernology Jurnal Ilmu Pemerintahan dan Administrasi Publik"}},"results":[{"id":"W4414775348","doi":"10.71128/kybernology.v2i2.131","title":"STRATEGI KEBIJAKAN PENGUATAN PELAYANAN PUBLIK DAN PENGAWASAN PERIZINAN BERUSAHA DENGAN APLIKASI BERBASIS TEKNOLOGI INFORMASI","year":2024,"lang":"id","type":"article","venue":"Kybernology Jurnal Ilmu Pemerintahan dan Administrasi Publik","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":5,"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":"Work (physics); Process (computing)","authors":[{"name":"Desi Julianti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0284842712032715,"gpt":0.2966273676512213,"spread":0.2681430964479498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.004213592,0.002346782,0.00203594,0.001870232,0.00302905,0.008752146,0.004475401,0.002149498,0.002810965],"category_scores_gemma":[0.002106046,0.002227307,0.001300832,0.00394432,0.003922761,0.006155831,0.001633095,0.004632258,0.00122249],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391223,"about_ca_system_score_gemma":0.006447628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006859865,"about_ca_topic_score_gemma":0.007293872,"domain_scores_codex":[0.9847801,0.00145454,0.003345159,0.003151273,0.002411864,0.004857023],"domain_scores_gemma":[0.9926304,0.001290596,0.001249779,0.001664976,0.0007069115,0.002457295],"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":[0.0007577214,0.001883873,0.2777509,0.001400472,0.003439219,0.005976537,0.03797555,0.000004283297,0.001102557,0.2346215,0.03034326,0.404744],"study_design_scores_gemma":[0.001264466,0.001442352,0.1354896,0.0006001169,0.0004561575,0.001439261,0.06382859,0.00008101461,0.0007045435,0.001069206,0.7907431,0.002881593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6419915,0.002233156,0.00001728625,0.01035767,0.00673416,0.001105563,0.0001231469,0.001304219,0.3361333],"genre_scores_gemma":[0.9441386,0.002419282,0.0007232213,0.0006415537,0.002228461,0.0001762525,0.0006807392,0.0003467262,0.04864509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7603999,"threshold_uncertainty_score":0.9995552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414765704","doi":"10.71128/kybernology.v2i2.145","title":"ANALISIS EFEKTIVITAS AKSI KONVERGENSI/INTEGRASI STUNTING DI WILAYAH KABUPATEN ACEH JAYA","year":2024,"lang":"id","type":"article","venue":"Kybernology Jurnal Ilmu Pemerintahan dan Administrasi Publik","topic":"Public Health and Nutrition","field":"Medicine","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":"Population; Statistical analysis; Xerophthalmia","authors":[{"name":"Muhammad Nasir","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02869026321088102,"gpt":0.3240030764204182,"spread":0.2953128132095372,"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","research_integrity","insufficient_payload"],"category_scores_codex":[0.002720431,0.001724224,0.002289237,0.002305926,0.0008159454,0.001127703,0.001332977,0.001873234,0.003646307],"category_scores_gemma":[0.001576693,0.001697425,0.001193548,0.002944248,0.001277691,0.001693861,0.0005968857,0.004944336,0.002077344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234883,"about_ca_system_score_gemma":0.004055288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007523645,"about_ca_topic_score_gemma":0.0003049574,"domain_scores_codex":[0.9878201,0.001039642,0.002955522,0.002719806,0.001638294,0.003826614],"domain_scores_gemma":[0.9928784,0.0008278869,0.0008383441,0.001667982,0.0007875612,0.002999847],"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":[0.002543466,0.004026037,0.6643564,0.00700337,0.006336538,0.01274382,0.003751832,0.00000292833,0.007361374,0.02143345,0.1382781,0.1321626],"study_design_scores_gemma":[0.004845953,0.005221343,0.4533338,0.003536503,0.002056833,0.006735243,0.009192629,0.001155146,0.003898788,0.0005309824,0.5071074,0.002385326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8744239,0.01321835,0.0001755628,0.06883171,0.01121784,0.001390786,0.0005886608,0.001139379,0.02901386],"genre_scores_gemma":[0.9822124,0.004717233,0.0002223289,0.001560627,0.004561142,0.0001876798,0.001224599,0.0003824039,0.004931615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3688293,"threshold_uncertainty_score":0.9999092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414739494","doi":"10.71128/kybernology.v2i1.114","title":"PERENCANAAN KINERJA YANG BERKUALITAS SEBAGAI BAGIAN DARI PENINGKATAN KUALITAS SISTEM AKUNTABILITAS KINERJA INSTANSI PEMERINTAH (SAKIP) KABUPATEN PENUKAL ABAB LEMATANG ILIR Pada Tahap I RPJPD 2025-2045 Melalui Pelaksanaan RPJMD 2025-2029","year":2024,"lang":"id","type":"article","venue":"Kybernology Jurnal Ilmu Pemerintahan dan Administrasi Publik","topic":"Edcuational Technology Systems","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":"Encana (Canada)","funders":"","keywords":"Policy making; Qualitative analysis","authors":[{"name":"Rahma Piroza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04044826619278272,"gpt":0.3116962717452778,"spread":0.2712480055524951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.006201517,0.004253263,0.00440275,0.003853532,0.002190611,0.00437698,0.01062383,0.003309618,0.004438076],"category_scores_gemma":[0.001628474,0.004585251,0.002181557,0.006418968,0.004678738,0.0053466,0.004883347,0.007601573,0.003002545],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003386804,"about_ca_system_score_gemma":0.006265094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004719861,"about_ca_topic_score_gemma":0.0092458,"domain_scores_codex":[0.9716331,0.003435466,0.007081293,0.007816399,0.004273049,0.005760649],"domain_scores_gemma":[0.9841757,0.002217541,0.002499149,0.006653921,0.001734696,0.002719003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001260176,0.004937182,0.1094536,0.007349359,0.01595295,0.02505886,0.03482838,0.0002540001,0.02645893,0.5582958,0.1454623,0.07068842],"study_design_scores_gemma":[0.007078223,0.007689242,0.07256532,0.005164957,0.003209126,0.02201227,0.04542275,0.01803932,0.006122867,0.006399462,0.7931772,0.01311927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7461383,0.02857737,0.009487042,0.07916929,0.03535845,0.00669727,0.004463501,0.00728415,0.0828246],"genre_scores_gemma":[0.9680991,0.0006750707,0.006554513,0.0007237548,0.002612418,0.000620561,0.001984353,0.0007169257,0.01801334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6477149,"threshold_uncertainty_score":0.9993685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}