{"meta":{"query_hash":"23610efdbea8","filters":{"venue":"Dedikasi Jurnal Pengabdian Kepada Masyarakat"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/23610efdbea8","api":"https://metacan.xera.ac/api/v1/cohort?venue=Dedikasi+Jurnal+Pengabdian+Kepada+Masyarakat"},"results":[{"id":"W4411523142","doi":"10.53276/dedikasi.v4i1.240","title":"Optimalisasi Publikasi Guru di Era Merdeka Belajar: Kolaborasi MGMP dan Perguruan Tinggi dalam Penguatan Kompetensi Penulisan Ilmiah","year":2025,"lang":"en","type":"article","venue":"Dedikasi Jurnal Pengabdian Kepada Masyarakat","topic":"Educational Curriculum and Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Promotion (chess); Accreditation; Participatory action research; Action research; Pedagogy; Medical education; Psychology; Sociology; Political science; Medicine","score_opus":0.019478804978777776,"score_gpt":0.3512192141934646,"score_spread":0.3317404092146868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411523142","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81932175,0.009650681,0.009356451,0.011285949,0.00053104747,0.0004633356,0.00034375352,0.00045293177,0.1485941],"genre_scores_gemma":[0.9372843,0.0036472552,0.012956169,0.0003979309,0.000078836354,0.00021746627,0.0002117434,0.00011857425,0.04508757],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998806,0.00042799706,0.00006844629,0.00013672486,0.00035034926,0.00021049392],"domain_scores_gemma":[0.998367,0.00066274125,0.00018308498,0.00013756573,0.00027345822,0.00037613776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017898226,0.00033541585,0.00025848014,0.001130052,0.0028764573,0.0055257287,0.000788973,0.00075775274,0.017074663],"category_scores_gemma":[0.0033493598,0.00018682975,0.0001661281,0.0013732655,0.0011618414,0.0023375754,0.0035417983,0.0009557693,0.0027410644],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006593974,0.0014650032,0.038132768,0.0031813674,0.000055934608,0.0048185824,0.04650863,0.0014578535,0.02050062,0.03229381,0.019681545,0.83124447],"study_design_scores_gemma":[0.000082821825,0.0009151935,0.13784823,0.0025997027,0.00016667105,0.0041350126,0.13624702,0.0027842852,0.030536551,0.020333147,0.6641817,0.00016972428],"about_ca_topic_score_codex":0.0031488768,"about_ca_topic_score_gemma":0.008303087,"teacher_disagreement_score":0.017074663,"about_ca_system_score_codex":0.001925314,"about_ca_system_score_gemma":0.0075461697,"threshold_uncertainty_score":0.057120502},"labels":[],"label_agreement":null},{"id":"W4411523152","doi":"10.53276/dedikasi.v4i1.242","title":"DAGUSIBU untuk Desa Sehat: Edukasi Pengelolaan Obat yang Benar bagi Karang Taruna","year":2025,"lang":"id","type":"article","venue":"Dedikasi Jurnal Pengabdian Kepada Masyarakat","topic":"Public Health and Nutrition","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Chemistry","score_opus":0.014040678616346447,"score_gpt":0.29461370998380376,"score_spread":0.2805730313674573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411523152","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09018826,0.0077879843,0.01046795,0.0365595,0.0038320716,0.00021196682,0.0011766375,0.0013085268,0.8484672],"genre_scores_gemma":[0.28794885,0.0068359612,0.007760104,0.004604447,0.00053556415,0.00014494713,0.00074602605,0.0006084749,0.69081575],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985379,0.00029189966,0.000059014546,0.00024273805,0.00052529766,0.00034310302],"domain_scores_gemma":[0.9982893,0.000332698,0.00010789036,0.00018972148,0.00055655726,0.00052373245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001318268,0.0007483267,0.00038867255,0.0012105862,0.00570224,0.011062239,0.0008960416,0.0019208933,0.072767556],"category_scores_gemma":[0.0032638623,0.00037067165,0.00050361076,0.0014786546,0.0023959796,0.0064361137,0.005736762,0.0036084242,0.022745878],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005892613,0.00039167152,0.013886326,0.0012818726,0.00006402575,0.002451628,0.07252281,0.00050126563,0.011929238,0.23283763,0.16830808,0.49523616],"study_design_scores_gemma":[0.000009046977,0.000051763862,0.0045440393,0.00028570165,0.000024377454,0.00029258287,0.014183793,0.0001324666,0.0021968991,0.009045411,0.9691992,0.000034644374],"about_ca_topic_score_codex":0.01252326,"about_ca_topic_score_gemma":0.022379475,"teacher_disagreement_score":0.072767556,"about_ca_system_score_codex":0.0044929977,"about_ca_system_score_gemma":0.006665514,"threshold_uncertainty_score":0.24343175},"labels":[],"label_agreement":null},{"id":"W4411523196","doi":"10.53276/dedikasi.v4i1.241","title":"Transformasi Perpustakaan sebagai Pusat Literasi Keuangan Syariah: Mendorong Kemandirian Pemuda Desa Ciputri","year":2025,"lang":"en","type":"article","venue":"Dedikasi Jurnal Pengabdian Kepada Masyarakat","topic":"Islamic Finance and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Financial literacy; Socialization; Islam; Service (business); Political science; Sustainability; Literacy; Business; Public relations; Economic growth; Sociology; Social science; Finance; Economics; Marketing; Geography; Law","score_opus":0.011652338686161133,"score_gpt":0.3122621738148032,"score_spread":0.3006098351286421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411523196","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8969406,0.0017230177,0.0009708681,0.0037905574,0.00020292845,0.00013142881,0.00009931966,0.000074097756,0.09606711],"genre_scores_gemma":[0.93265224,0.0016344102,0.0026710217,0.00030149703,0.000041337586,0.00008362361,0.00011227177,0.000026158506,0.062477402],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99987924,0.000031285785,0.0000040705813,0.000015962067,0.000021529471,0.00004790267],"domain_scores_gemma":[0.999856,0.000035024677,0.000012805967,0.000010556498,0.000029334906,0.000056327233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003750045,0.00028736787,0.00019521124,0.00040169718,0.0034835006,0.0016489421,0.0003555701,0.00043738386,0.014414722],"category_scores_gemma":[0.0003934499,0.00011258214,0.00013899444,0.00045245944,0.0006637173,0.0009009457,0.0016163473,0.00088968995,0.0012742893],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043596324,0.0015583846,0.0647803,0.0012254867,0.000035822733,0.011540827,0.16908635,0.00049829844,0.02723977,0.046162236,0.034915607,0.6425209],"study_design_scores_gemma":[0.000044608238,0.0004568511,0.12829384,0.0006427417,0.000059343514,0.00473385,0.22313982,0.00081420335,0.009103244,0.005501763,0.62715787,0.00005194755],"about_ca_topic_score_codex":0.0031896723,"about_ca_topic_score_gemma":0.012121831,"teacher_disagreement_score":0.014414722,"about_ca_system_score_codex":0.0010503178,"about_ca_system_score_gemma":0.002532484,"threshold_uncertainty_score":0.048222065},"labels":[],"label_agreement":null}]}