{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"df9ec150ca07","filters":{"venue":"Transformasi Jurnal Pendidikan Matematika dan Matematika"}},"results":[{"id":"W2998548611","doi":"10.36526/tr.v3i02.751","title":"PENGEMBANGAN BUKU AJAR STRUKTUR ALJABAR BERBASIS KONSTRUKSI KONSEP UNTUK MENINGKATKAN KEAKTIFAN MAHASISWA","year":2019,"lang":"id","type":"article","venue":"Transformasi Jurnal Pendidikan Matematika dan Matematika","topic":"Educational Methods and Media Use","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":"Bell (Canada)","funders":"","keywords":"Humanities; Physics; Psychology; Mathematics; Philosophy","authors":[{"name":"Zuhrotun Nazihah","is_ca":true},{"name":"Dwi Nur Cahyo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01867098593996293,"gpt":0.273050988127374,"spread":0.2543800021874111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003924877,0.001851166,0.002682759,0.001153658,0.001032172,0.002154266,0.003847336,0.0007647119,0.002466141],"category_scores_gemma":[0.0002169939,0.001674139,0.001112315,0.001542051,0.0004531456,0.003304349,0.0003995418,0.001906023,0.004739926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004738118,"about_ca_system_score_gemma":0.001325173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001103963,"about_ca_topic_score_gemma":0.00005741692,"domain_scores_codex":[0.9878511,0.001311028,0.00347337,0.00196606,0.002938553,0.002459911],"domain_scores_gemma":[0.9925768,0.0009675325,0.001598295,0.002787636,0.0006261816,0.00144356],"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":[0.001115056,0.005193662,0.01137204,0.07788085,0.005326538,0.001244255,0.08794618,0.0004140998,0.0449907,0.5342678,0.04963618,0.1806127],"study_design_scores_gemma":[0.020555,0.006602503,0.04755998,0.02999224,0.004346149,0.009878812,0.03528905,0.01211638,0.1529342,0.04329186,0.6164128,0.02102102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8823523,0.003305681,0.01040436,0.006191204,0.01003139,0.006101723,0.0004267139,0.00138141,0.0798052],"genre_scores_gemma":[0.8185022,0.001475209,0.1573443,0.001618836,0.0013224,0.0006057504,0.0004353807,0.0006249225,0.0180709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5667767,"threshold_uncertainty_score":0.9994233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}