{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"2d4d05532589","filters":{"venue":"GERVASI Jurnal Pengabdian kepada Masyarakat"}},"results":[{"id":"W4388951407","doi":"10.31571/gervasi.v7i1.4448","title":"Pelatihan Penyusunan RPP IPA Blended Learning Berbasis TPACK Sebagai Upaya Guru dalam Menghadapi Pembelajaran Pasca Covid-19","year":2023,"lang":"id","type":"article","venue":"GERVASI Jurnal Pengabdian kepada Masyarakat","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; Blended learning; Physics; Art; Mathematics education; Psychology; Educational technology","authors":[{"name":"Mega Elvianasti","is_ca":false},{"name":"Novia Lestari","is_ca":true},{"name":"Maesaroh Maesaroh","is_ca":false},{"name":"Irdalisa Irdalisa","is_ca":false},{"name":"Husnin Nahry Yarza","is_ca":false},{"name":"Rikizaputra Rikizaputra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06285449277676455,"gpt":0.3718842260395248,"spread":0.3090297332627602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.01240535,0.001570371,0.001793387,0.00124564,0.007695272,0.00152324,0.002316697,0.001148151,0.008423449],"category_scores_gemma":[0.008589242,0.001693622,0.001420803,0.005913998,0.001250941,0.001514544,0.0006346171,0.004429501,0.005204395],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755445,"about_ca_system_score_gemma":0.00679204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003441967,"about_ca_topic_score_gemma":0.003382865,"domain_scores_codex":[0.9795241,0.008640834,0.002042158,0.002489846,0.003684495,0.003618612],"domain_scores_gemma":[0.9879962,0.004739198,0.001569463,0.00126223,0.0006940724,0.003738836],"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":[0.0005251192,0.001423056,0.6368825,0.001661049,0.001690205,0.001560672,0.1686795,0.009189033,0.001330025,0.01482227,0.1179288,0.04430782],"study_design_scores_gemma":[0.002024949,0.0005379409,0.2049725,0.0004251959,0.000571563,0.0001396879,0.06493668,0.0009942966,0.0001476901,0.001965347,0.7208877,0.002396481],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8185804,0.003171543,0.0004000183,0.0505898,0.008154448,0.002230552,0.0001361436,0.001742673,0.1149944],"genre_scores_gemma":[0.8093677,0.003443525,0.001725578,0.001234952,0.003993388,0.0001801402,0.0004641679,0.0003147355,0.1792758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6029589,"threshold_uncertainty_score":0.9997618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037393790","doi":"10.31571/gervasi.v4i1.1642","title":"PELATIHAN PENGGUNAAN MEDIA PEMBELAJARAN MANIPULATIF MATERI GEOMETRI PADA GURU SD NEGERI 2 SEBUBUS KECAMATAN PALOH","year":2020,"lang":"id","type":"article","venue":"GERVASI Jurnal Pengabdian kepada Masyarakat","topic":"Mathematics Education and Pedagogy","field":"Mathematics","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":"Humanities; Physics; Psychology; Art","authors":[{"name":"Marhadi Saputro","is_ca":false},{"name":"Hartono Hartono","is_ca":false},{"name":"Wandra Irvandi","is_ca":true},{"name":"Nurmaningsih Nurmaningsih","is_ca":false},{"name":"Dwi Oktaviana","is_ca":true},{"name":"Utin Desi Susiaty","is_ca":true},{"name":"Yadi Ardiawan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1191204063890439,"gpt":0.3121516638232532,"spread":0.1930312574342093,"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","insufficient_payload"],"category_scores_codex":[0.001910151,0.002453974,0.0031824,0.0009994552,0.001253104,0.001657484,0.002721612,0.001213116,0.03571315],"category_scores_gemma":[0.002579064,0.002560047,0.00130747,0.002410681,0.0005054292,0.001181574,0.000878769,0.002918002,0.009779938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005911886,"about_ca_system_score_gemma":0.001277479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002353649,"about_ca_topic_score_gemma":0.0004753794,"domain_scores_codex":[0.9865572,0.001188782,0.004097405,0.002304747,0.002918248,0.002933548],"domain_scores_gemma":[0.9884398,0.002306878,0.002351965,0.002669604,0.0007343784,0.003497394],"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":[0.003418015,0.00813189,0.03333065,0.05839556,0.005263833,0.01067402,0.2993696,0.0003781663,0.01322127,0.09439463,0.4502011,0.02322131],"study_design_scores_gemma":[0.04073346,0.006186727,0.1164789,0.01110572,0.01025147,0.01213539,0.1049178,0.03754636,0.02097409,0.07088714,0.5366735,0.03210939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8966295,0.003808707,0.002736197,0.01856443,0.007103886,0.003893314,0.001292294,0.001101848,0.0648698],"genre_scores_gemma":[0.9739961,0.001200679,0.005917494,0.003112646,0.004173556,0.0001280664,0.0007288276,0.0007400649,0.01000256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1944518,"threshold_uncertainty_score":0.9993823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}