{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"3814ef14c3f5","filters":{"venue":"Edumaspul - Jurnal Pendidikan"}},"results":[{"id":"W3210166861","doi":"10.33487/edumaspul.v5i2.1625","title":"Hubungan Regulasi diri dengan Prokrastinasi Akademik Mahasiswa Magister yang bekerja pada Perguruan Tinggi Surabaya","year":2021,"lang":"id","type":"article","venue":"Edumaspul - Jurnal Pendidikan","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychology; Humanities; Philosophy","authors":[{"name":"Nurul Fajriani","is_ca":false},{"name":"Nerinda Rizky F","is_ca":false},{"name":"Ismawati Ismawati","is_ca":false},{"name":"Fathan Abidi A","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02870105222631575,"gpt":0.3050442439910732,"spread":0.2763431917647575,"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","insufficient_payload"],"category_scores_codex":[0.00203688,0.001819506,0.001879548,0.00063427,0.003295855,0.001039151,0.001303338,0.001104823,0.003919062],"category_scores_gemma":[0.001583467,0.002037589,0.001165375,0.001699688,0.0009787099,0.0009456649,0.0008762066,0.003533689,0.003067293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095342,"about_ca_system_score_gemma":0.001092393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004693517,"about_ca_topic_score_gemma":0.002249426,"domain_scores_codex":[0.9876392,0.002065918,0.002491979,0.003027509,0.001870638,0.00290471],"domain_scores_gemma":[0.9931086,0.0008211337,0.001538844,0.001980256,0.001559833,0.0009913658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001220052,0.005912723,0.6131393,0.002226497,0.0047548,0.004006546,0.03373455,0.00004471794,0.04536481,0.005740846,0.2367212,0.04713395],"study_design_scores_gemma":[0.004539456,0.0009205033,0.6132956,0.001131158,0.001297114,0.006689688,0.01338641,0.0001052043,0.01343488,0.0006977656,0.3415408,0.002961452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8111377,0.02463858,0.0006146105,0.01505353,0.01872944,0.002007002,0.0003106231,0.0009493894,0.1265592],"genre_scores_gemma":[0.8274614,0.00136951,0.00102203,0.001111501,0.005152216,0.0001981115,0.0003463488,0.0004166502,0.1629222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1048196,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200433739","doi":"10.33487/edumaspul.v5i2.2041","title":"Implementation of the Show and Tell Method to Improve Speaking Skills in Elementary School","year":2021,"lang":"id","type":"article","venue":"Edumaspul - Jurnal Pendidikan","topic":"Educational Methods and Media Use","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; Physics; Psychology; Art","authors":[{"name":"Juma Atmasari Atmasari","is_ca":false},{"name":"Rusdial Marta","is_ca":true},{"name":"Yenni Fitra Surya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01914609144816537,"gpt":0.3621310837632475,"spread":0.3429849923150821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002165706,0.0002856129,0.0004058549,0.0002410068,0.0001875522,0.0002248763,0.0007176246,0.00008471013,0.0006403823],"category_scores_gemma":[0.0003620448,0.0002461215,0.0001517089,0.0009093769,0.00005827043,0.0005108542,0.0007767678,0.000515633,0.00002132065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002455513,"about_ca_system_score_gemma":0.001369004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148317,"about_ca_topic_score_gemma":0.001623732,"domain_scores_codex":[0.9962417,0.0009464952,0.000858114,0.0007220938,0.0006787063,0.0005528323],"domain_scores_gemma":[0.9977838,0.0005443238,0.0004076014,0.0006566018,0.0002261286,0.0003815711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003066115,0.0006086607,0.2105273,0.0002309015,0.0001242684,0.00006389894,0.01561687,0.00003248174,0.09807163,0.005796999,0.001997911,0.6668984],"study_design_scores_gemma":[0.001333769,0.0002626501,0.7243924,0.000447496,0.00008604774,0.000125441,0.0105274,0.0002532204,0.2383195,0.002531252,0.02124159,0.0004791473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.939721,0.001550517,0.04019457,0.01132804,0.005133575,0.001017792,0.00006086324,0.0000160896,0.0009775676],"genre_scores_gemma":[0.3520176,0.0002700157,0.6424295,0.00283756,0.001028277,0.00005001128,0.00001307981,0.00003915775,0.001314788],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6664193,"threshold_uncertainty_score":0.9999991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3113276925","doi":"10.33487/edumaspul.v4i2.715","title":"Pengembangan Program Sanggar Kegiatan Belajar (SKB) Kabupaten Enrekang melalui Model Kemitraan","year":2020,"lang":"id","type":"article","venue":"Edumaspul - Jurnal Pendidikan","topic":"Educational Curriculum and Learning Methods","field":"Social Sciences","cited_by":1,"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; Political science; Sociology; Philosophy","authors":[{"name":"Ibrahim Ibrahim","is_ca":true},{"name":"Saidang Saidang","is_ca":false},{"name":"Suparman Suparman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07935561986918288,"gpt":0.374742605326214,"spread":0.2953869854570311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002975773,0.0009349406,0.001069593,0.0002627878,0.002384174,0.0008504525,0.001960518,0.000708956,0.004023901],"category_scores_gemma":[0.001478316,0.0009545747,0.0008238719,0.001651939,0.0007623924,0.0009956657,0.0003261167,0.002689249,0.001585349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005011577,"about_ca_system_score_gemma":0.002052062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009785942,"about_ca_topic_score_gemma":0.0002567665,"domain_scores_codex":[0.9909279,0.002221461,0.001255592,0.001537953,0.002143508,0.001913525],"domain_scores_gemma":[0.9953305,0.0005333904,0.0008615666,0.0006458414,0.000451968,0.002176777],"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":[0.0006995706,0.005850298,0.06900479,0.001113533,0.00157512,0.0004991389,0.4827217,0.002914621,0.004995313,0.06307657,0.1740808,0.1934685],"study_design_scores_gemma":[0.003064849,0.003481681,0.05006225,0.0007820025,0.001662366,0.00009337911,0.07659436,0.02607307,0.00124235,0.003271476,0.8286486,0.005023626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7064819,0.01040368,0.001690702,0.0453959,0.006850279,0.003628689,0.0001830532,0.001601141,0.2237646],"genre_scores_gemma":[0.9625066,0.0008536955,0.01641664,0.001293285,0.007701215,0.0001360173,0.0001776875,0.000199788,0.01071507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6545677,"threshold_uncertainty_score":0.9996116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946358692","doi":"10.33487/edumaspul.v3i1.74","title":"APPLICATION DRAMA TECHNIQUE IN DEVELOPING SPEAKING OF THE ELEVENTH GRADE STUDENTS OF MAN MAJENE","year":2019,"lang":"en","type":"article","venue":"Edumaspul - Jurnal Pendidikan","topic":"Creative Drama in Education","field":"Arts and Humanities","cited_by":1,"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":"Drama; Mathematics education; Test (biology); Class (philosophy); Eleventh; Significant difference; Psychology; Statistical analysis; Computer science; Mathematics; Statistics; Art; Artificial intelligence; Literature","authors":[{"name":"Abdul Rahman R","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02158983382298833,"gpt":0.2901213030606693,"spread":0.268531469237681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004119092,0.0001402796,0.000230597,0.0001935808,0.00009710723,0.00005006595,0.0005158462,0.00004629726,0.0003991532],"category_scores_gemma":[0.00002679402,0.0001120917,0.00008599575,0.0001355654,0.0001235287,0.0001889494,0.0001132533,0.0002014129,0.00002313936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663524,"about_ca_system_score_gemma":0.00008971745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007563556,"about_ca_topic_score_gemma":0.0007534736,"domain_scores_codex":[0.9986265,0.00008977958,0.0004928528,0.0002014077,0.0004002994,0.0001891407],"domain_scores_gemma":[0.9990129,0.00006198178,0.0004576114,0.00032769,0.0001147925,0.00002500261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005768267,0.0007256359,0.5723612,0.0003664737,0.00007203342,0.000001361001,0.0441435,0.0000561441,0.03479858,0.3429201,0.0003444885,0.004152745],"study_design_scores_gemma":[0.0008801579,0.000143862,0.8446856,0.001112143,0.00004936006,0.00001360715,0.01466001,0.00007879191,0.08473449,0.009117446,0.0440767,0.0004478526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883299,0.00005333211,0.0004214794,0.0003419789,0.0004763418,0.0008355551,0.000009427913,0.00001589731,0.009516103],"genre_scores_gemma":[0.9984875,0.00001141536,0.0004658979,0.0000561222,0.0001838506,0.00005757585,0.00001331755,0.00002172012,0.0007026211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3338027,"threshold_uncertainty_score":0.4570968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393149650","doi":"10.33487/edumaspul.v7i1.5958","title":"The Influence of Using WhatsApp Media on Motivation and Science Learning Outcomes during Online Learning","year":2023,"lang":"en","type":"article","venue":"Edumaspul - Jurnal Pendidikan","topic":"Technology-Enhanced Education Studies","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":"Science learning; Online learning; Psychology; Mathematics education; Computer science; Multimedia; Science education","authors":[{"name":"Kasman Hasan","is_ca":false},{"name":"Mas’ud Badolo","is_ca":true},{"name":"Rif’at Shafwatul Anam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04265380183870045,"gpt":0.360619857350081,"spread":0.3179660555113805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001527027,0.0001293591,0.0001913218,0.0004112416,0.003845344,0.0001353798,0.0003921346,0.00006861549,0.000008595121],"category_scores_gemma":[0.007725908,0.0001040327,0.00003903338,0.001521287,0.001571198,0.0004926314,0.0001933823,0.0005084813,0.00001255305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002126671,"about_ca_system_score_gemma":0.0002652101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002835078,"about_ca_topic_score_gemma":0.0002027446,"domain_scores_codex":[0.9980585,0.0001304839,0.0003164289,0.0002887299,0.0007259476,0.0004799249],"domain_scores_gemma":[0.9982501,0.000962427,0.0003240009,0.000153654,0.0002199287,0.00008987523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002202276,0.00003736664,0.8934236,0.00001948517,0.00002851081,0.000003731245,0.0457756,0.009864328,0.02923671,0.00606446,0.00002566064,0.01549848],"study_design_scores_gemma":[0.0001274927,0.00002691377,0.9508048,0.0000768755,0.000008377398,0.000001685532,0.04585872,0.0001206331,0.001249615,0.000743489,0.0008681678,0.0001131871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973204,0.00009989258,0.000008270485,0.001357229,0.000388494,0.0001229238,0.000001162973,0.0003306108,0.000371015],"genre_scores_gemma":[0.9985805,0.000469737,0.0001530981,0.00001891814,0.0001290661,0.000006341475,0.000001390448,0.00001257942,0.0006283344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0573812,"threshold_uncertainty_score":0.9974515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393149727","doi":"10.33487/edumaspul.v7i2.7600","title":"Management of Extracurricular Activities at SMP Negeri 1 Wih Pesam Bener Meriah Regency","year":2023,"lang":"en","type":"article","venue":"Edumaspul - Jurnal Pendidikan","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":"Encana (Canada)","funders":"","keywords":"Psychology","authors":[{"name":"Moza Arita","is_ca":false},{"name":"Iis Marsitah","is_ca":true},{"name":"Najmuddin Najmuddin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03993725931896797,"gpt":0.3780811549749286,"spread":0.3381438956559606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001849554,0.0002088257,0.0002961592,0.0002425938,0.000945152,0.00007089837,0.0004787878,0.0001192142,0.002746243],"category_scores_gemma":[0.0001232993,0.000200355,0.0002242546,0.0009679332,0.0002831577,0.0003020549,0.0001444791,0.0002537834,0.0002335769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000200842,"about_ca_system_score_gemma":0.0001694139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007590637,"about_ca_topic_score_gemma":0.0001532805,"domain_scores_codex":[0.9970636,0.0005967485,0.0004007136,0.0003800323,0.0009701058,0.0005888267],"domain_scores_gemma":[0.9988146,0.0002609018,0.0002976508,0.0002936999,0.00009550091,0.000237646],"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":[0.0002221472,0.001366338,0.1560131,0.0006751349,0.0009553466,0.0005626893,0.08881332,0.001111811,0.00684813,0.4171697,0.1203649,0.2058975],"study_design_scores_gemma":[0.0004915861,0.0001704393,0.3141818,0.000279639,0.0001879267,0.00002055901,0.03827587,0.00004542578,0.001797436,0.004815102,0.6389926,0.0007415737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9105437,0.0008650874,0.000109774,0.001512174,0.002457449,0.0002875302,0.00001421309,0.0001789865,0.08403113],"genre_scores_gemma":[0.9538195,0.0007894204,0.002807223,0.00004626391,0.001042229,0.00005533843,0.00004282389,0.00003483806,0.0413624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5186278,"threshold_uncertainty_score":0.9981654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}