{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"f5dec1919880","filters":{"venue":"KOLABORASI JURNAL PENGABDIAN MASYARAKAT"}},"results":[{"id":"W4285331066","doi":"10.56359/kolaborasi.v1i1.5","title":"Pengaruh Penyuluhan Kesehatan Tentang Penyakit Stroke Terahdap Tingkat Pengetahuan Keluarga","year":2021,"lang":"en","type":"article","venue":"KOLABORASI JURNAL PENGABDIAN MASYARAKAT","topic":"Public Health and Nutrition","field":"Medicine","cited_by":7,"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":"Stroke (engine); Presentation (obstetrics); Disease; Medicine; Psychology; Physical therapy; Surgery","authors":[{"name":"Aditya Nur Wahyuni","is_ca":false},{"name":"Alfi Faadilah","is_ca":false},{"name":"Alda Nurani Asmara","is_ca":false},{"name":"Akmal Rahayu","is_ca":true},{"name":"Ade Koswara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01962609444381229,"gpt":0.2953801243367347,"spread":0.2757540298929224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004131515,0.0004159537,0.0002454097,0.0003812997,0.00115365,0.001377868,0.0003651383,0.0004142865,0.03446302],"category_scores_gemma":[0.0006840925,0.0001311908,0.0002738464,0.000465682,0.0003163304,0.0009871253,0.0009711944,0.000803613,0.006206078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000598945,"about_ca_system_score_gemma":0.002120201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002505929,"about_ca_topic_score_gemma":0.004495097,"domain_scores_codex":[0.9997849,0.00003964739,0.00002057875,0.00002969552,0.00007762834,0.00004756993],"domain_scores_gemma":[0.9996634,0.00006429281,0.00002731226,0.00001849244,0.0001393603,0.00008723101],"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":[0.0009359523,0.0007264582,0.01860865,0.003041689,0.00004363728,0.003591535,0.006990799,0.0008737683,0.02380858,0.007381214,0.05488954,0.8791081],"study_design_scores_gemma":[0.0001212965,0.001536803,0.09939294,0.001691815,0.0001561571,0.006343114,0.01946711,0.001523926,0.03465768,0.005201258,0.8297523,0.0001556309],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.457952,0.01816531,0.01346663,0.009699353,0.004093484,0.0007491524,0.001510053,0.001135167,0.4932289],"genre_scores_gemma":[0.6529393,0.01882277,0.02472513,0.001262973,0.0003889691,0.0005402666,0.00157895,0.0002028269,0.2995389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03446302,"threshold_uncertainty_score":0.1152903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414675354","doi":"10.56359/kolaborasi.v5i3.532","title":"Replikasi Kalkulator Deteksi Stunting dalam Program Gerabah Stunting Manis melalui Kolaborasi Pentahelix oleh DP2KBP3A Kabupaten Ciamis","year":2025,"lang":"en","type":"article","venue":"KOLABORASI JURNAL PENGABDIAN MASYARAKAT","topic":"Public Health and Nutrition","field":"Medicine","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":"Government (linguistics); Public health; Stakeholder; Sustainability; Capacity building; Local government; Program evaluation; Population; Outreach","authors":[{"name":"Ratna Suminar","is_ca":false},{"name":"Dian Budiyana","is_ca":true},{"name":"Tita Rohita","is_ca":false},{"name":"Heni Heryani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01108151101363862,"gpt":0.3438758638619149,"spread":0.3327943528482763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00111787,0.0003229032,0.0002129495,0.0004466759,0.002257266,0.0006994721,0.0006479943,0.0004587397,0.0177368],"category_scores_gemma":[0.0009477414,0.0001378493,0.000164577,0.0003257522,0.0004895273,0.0003205937,0.002673154,0.0007326911,0.0008993976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662693,"about_ca_system_score_gemma":0.008045139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01886433,"about_ca_topic_score_gemma":0.04469662,"domain_scores_codex":[0.9995765,0.0001063084,0.00001178883,0.00003821474,0.00004776679,0.0002193964],"domain_scores_gemma":[0.9992011,0.00008036802,0.00004612314,0.00003308536,0.0001071504,0.0005321924],"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":[0.001189397,0.006050663,0.1852847,0.003513108,0.00008098999,0.006127311,0.06534628,0.0008720066,0.03557665,0.006173907,0.03912621,0.6506588],"study_design_scores_gemma":[0.0005696964,0.004543134,0.61632,0.00109885,0.0001569251,0.001677233,0.087907,0.001501779,0.008902441,0.001513376,0.2757293,0.00008039107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9533918,0.001233365,0.001277327,0.00609935,0.0001834209,0.001854853,0.0005010942,0.0001705739,0.0352882],"genre_scores_gemma":[0.9617258,0.00124617,0.005357595,0.001187733,0.00006969152,0.001453011,0.0005072246,0.00002096992,0.0284318],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01886433,"threshold_uncertainty_score":0.05933547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400869326","doi":"10.56359/kolaborasi.v3i6.318","title":"Edukasi Mitigasi Bencana Banjir dan Gempa Bumi pada Siswa Sekolah Dasar","year":2023,"lang":"en","type":"article","venue":"KOLABORASI JURNAL PENGABDIAN MASYARAKAT","topic":"Decision Support System Applications","field":"Business, Management and Accounting","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":"Physics; Geography","authors":[{"name":"Fida’ Husain","is_ca":false},{"name":"Ida Nur Imamah","is_ca":false},{"name":"Nining Puji Astuti","is_ca":false},{"name":"Nur Tjahjono Suharto","is_ca":true},{"name":"Asri Kusumastuti","is_ca":true},{"name":"Monica Inovasi","is_ca":false},{"name":"Indriana Astuti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02429888245844046,"gpt":0.2569822320832456,"spread":0.2326833496248051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006191954,0.0005053157,0.0003124725,0.0005228561,0.001984834,0.001662843,0.0007480322,0.0007291568,0.02710638],"category_scores_gemma":[0.000879478,0.0001412787,0.0001642176,0.0005411725,0.0004825967,0.000930879,0.001372256,0.001018215,0.002918103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009528974,"about_ca_system_score_gemma":0.003412007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005793415,"about_ca_topic_score_gemma":0.01340539,"domain_scores_codex":[0.9995622,0.0001015413,0.00001796911,0.00004834986,0.0001807306,0.00008919715],"domain_scores_gemma":[0.999485,0.0001283463,0.00007347079,0.00002468563,0.0001752166,0.0001131922],"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":[0.0005770358,0.001752033,0.03986279,0.002544489,0.00006970207,0.001916394,0.01000942,0.002558244,0.018039,0.01724887,0.070926,0.8344961],"study_design_scores_gemma":[0.0001044062,0.001400784,0.08940887,0.00165024,0.0001409465,0.001787166,0.03055386,0.003563095,0.02099886,0.008522412,0.8417434,0.0001258978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5738735,0.01557672,0.01435828,0.02813039,0.00133425,0.0008497081,0.0009243805,0.001220799,0.363732],"genre_scores_gemma":[0.8858436,0.01045607,0.01919582,0.001756272,0.0001726193,0.0003473728,0.0006442875,0.00006445779,0.08151955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02710638,"threshold_uncertainty_score":0.09067988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}