{"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":"a19f8fc7bbdb","filters":{"venue":"Kumawula Jurnal Pengabdian Kepada Masyarakat"}},"results":[{"id":"W3014960655","doi":"10.24198/kumawula.v3i1.24820","title":"PENINGKATAN SENSITIVITAS KEPEMIMPINAN LOKAL DALAM PENGELOLAAN SUNGAI CITARUM MELALUI TEKNIK PARTICIPATORY RURAL APPRAISAL (PRA) DI DESA RANCAMANYAR","year":2020,"lang":"id","type":"article","venue":"Kumawula Jurnal Pengabdian Kepada Masyarakat","topic":"Local Governance and Development","field":"Social Sciences","cited_by":13,"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":"Humanities; Philosophy","authors":[{"name":"Rudi Saprudin Darwis","is_ca":false},{"name":"Risna Resnawaty","is_ca":true},{"name":"Eva Nuriyah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03967212924517305,"gpt":0.2942451656598343,"spread":0.2545730364146612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01385917,0.001180917,0.001209364,0.001756377,0.002697557,0.007491978,0.001662137,0.001844657,0.03579512],"category_scores_gemma":[0.02007961,0.0006430605,0.001508392,0.001540358,0.003080319,0.004304503,0.005577013,0.003327807,0.006944868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004037594,"about_ca_system_score_gemma":0.01098909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003733539,"about_ca_topic_score_gemma":0.007906921,"domain_scores_codex":[0.9821148,0.009538916,0.000929851,0.001750437,0.004749225,0.0009167502],"domain_scores_gemma":[0.9841961,0.006299136,0.001498648,0.001494283,0.005413256,0.001098611],"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":[0.001383801,0.001017043,0.0242626,0.01509916,0.0005092698,0.001664013,0.04956022,0.002004438,0.06858026,0.07692114,0.05658923,0.7024088],"study_design_scores_gemma":[0.0002115057,0.002208696,0.04284671,0.005341323,0.0005924833,0.001460222,0.05339948,0.002067497,0.0361761,0.04924686,0.806101,0.0003481869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1908481,0.02331018,0.1480248,0.0559107,0.003823993,0.009533243,0.002971812,0.001669319,0.5639079],"genre_scores_gemma":[0.6955765,0.01702131,0.1139256,0.009063811,0.0006840474,0.005974666,0.001162731,0.0004705269,0.1561208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03579512,"threshold_uncertainty_score":0.1197466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416904639","doi":"10.24198/kumawula.v8i3.60031","title":"EDUKASI HUKUM DALAM PENGELOLAAN IRIGASI PADA DAERAH DENGAN ALIH FUNGSI LAHAN PERTANIAN TINGGI","year":2025,"lang":"","type":"article","venue":"Kumawula Jurnal Pengabdian Kepada Masyarakat","topic":"Aviation History and Innovations","field":"Arts and Humanities","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":"Irrigation; Agriculture; Irrigation management; Water conservation; Agricultural land; Agricultural productivity; Government (linguistics); Service (business)","authors":[{"name":"Ratri Werdiningtyas","is_ca":true},{"name":"Bertania Kartikaning Tiyas Rosari","is_ca":true},{"name":"Rintis Hadiani","is_ca":false},{"name":"Agus Wahyudi","is_ca":false},{"name":"Sholihin As'ad","is_ca":false},{"name":"Setiono Setiono","is_ca":false},{"name":"Solichin Solichin","is_ca":false},{"name":"Shabrina Hapsari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0169591312728102,"gpt":0.2448431987566702,"spread":0.22788406748386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003361143,0.0006325042,0.0004229832,0.000585981,0.00211927,0.002493463,0.0004622265,0.0005715409,0.03613519],"category_scores_gemma":[0.0003907912,0.0003048719,0.0003177998,0.0006210252,0.0005892689,0.00149371,0.001279064,0.001321181,0.00771293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007591152,"about_ca_system_score_gemma":0.001444703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002828742,"about_ca_topic_score_gemma":0.006257457,"domain_scores_codex":[0.9998061,0.00002763277,0.00001552136,0.00005125571,0.00005672175,0.00004277167],"domain_scores_gemma":[0.999799,0.00003980871,0.0000220944,0.00001917837,0.00006540178,0.00005459502],"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":[0.0006847857,0.0008505374,0.01902701,0.001876546,0.00007329843,0.003949193,0.01224159,0.001099808,0.02932104,0.02921293,0.0525597,0.8491035],"study_design_scores_gemma":[0.00003353178,0.0002605365,0.02543336,0.0002892009,0.00005624864,0.002265931,0.006019396,0.0009178645,0.008298088,0.002706931,0.9536589,0.00005989538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3002998,0.01916145,0.01082134,0.008128342,0.002888699,0.0003409364,0.001063372,0.001274383,0.6560217],"genre_scores_gemma":[0.5802856,0.01255182,0.01670301,0.001050703,0.0003784929,0.0001816569,0.0007131595,0.0003570526,0.3877785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03613519,"threshold_uncertainty_score":0.1208843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}