{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"57e793eedb70","filters":{"venue":"Empowerment Jurnal Pengabdian Masyarakat"}},"results":[{"id":"W3170885362","doi":"10.25134/empowerment.v4i01.4200","title":"Pemberdayaan dalam Pengelolaan Digital Marketing untuk Mewujudkan Desa Wisata Budaya di Kecamatan Cigugur Kabupaten Kuningan","year":2021,"lang":"id","type":"article","venue":"Empowerment Jurnal Pengabdian Masyarakat","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":11,"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; Art","authors":[{"name":"Dikdik Harjadi","is_ca":true},{"name":"Gilang Kripsiyadi Praramdana","is_ca":true},{"name":"Munir N Komarudin","is_ca":true},{"name":"Vigory G Manalu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01861825737241154,"gpt":0.263016973082984,"spread":0.2443987157105725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008262297,0.0007163426,0.0005253559,0.001181623,0.002652627,0.007529535,0.0006658781,0.001346639,0.1037296],"category_scores_gemma":[0.001419116,0.000380383,0.0005631536,0.001293975,0.001195328,0.005135692,0.002491926,0.002263307,0.0269646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001610278,"about_ca_system_score_gemma":0.002561073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004392045,"about_ca_topic_score_gemma":0.01092054,"domain_scores_codex":[0.999185,0.0001459206,0.00003434701,0.0001729673,0.0003372966,0.0001244753],"domain_scores_gemma":[0.9991236,0.0001954307,0.00006057026,0.0001040655,0.0003332537,0.0001830356],"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":[0.0007435758,0.0005633826,0.005242147,0.002335412,0.00008324863,0.001335132,0.01139736,0.0004089033,0.02971149,0.07700411,0.08925717,0.7819181],"study_design_scores_gemma":[0.00001461791,0.0001147509,0.003798809,0.000291267,0.00003690388,0.0003497178,0.003284157,0.0001944165,0.004516658,0.00348097,0.983884,0.00003370111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04620202,0.01819034,0.009645278,0.008581408,0.002418159,0.0003050974,0.0007386502,0.001029146,0.9128898],"genre_scores_gemma":[0.1689764,0.02103619,0.01171931,0.001937213,0.0006675924,0.0002078777,0.0006311215,0.0004587858,0.7943656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1037296,"threshold_uncertainty_score":0.3470101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377822670","doi":"10.25134/empowerment.v5i03.5209","title":"Pengelolaan Keuangan Rumah Tangga di Era Pandemi Covid-19 dalam Mencegah Family Financial Distress","year":2022,"lang":"id","type":"article","venue":"Empowerment Jurnal Pengabdian Masyarakat","topic":"Marriage and Family Dynamics","field":"Social Sciences","cited_by":2,"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":"Financial distress; Coronavirus disease 2019 (COVID-19); Business; Humanities; Business administration; Art; Medicine; Financial system","authors":[{"name":"Amīr Ḥamzah","is_ca":false},{"name":"Herma Wiharno","is_ca":true},{"name":"Teti Rahmawati","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02218545153968754,"gpt":0.2904689921341551,"spread":0.2682835405944676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003312426,0.0003175321,0.0002586187,0.000461125,0.001885627,0.001884351,0.0003467139,0.0004387907,0.03079669],"category_scores_gemma":[0.0007285431,0.0001763902,0.0001818781,0.0004899246,0.0004750182,0.001043967,0.001553228,0.001077158,0.002423024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357356,"about_ca_system_score_gemma":0.00286282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01449694,"about_ca_topic_score_gemma":0.02736178,"domain_scores_codex":[0.9997911,0.00004359997,0.00001131216,0.00003143684,0.00004617767,0.00007649319],"domain_scores_gemma":[0.9997265,0.00004525896,0.0000379958,0.00001508276,0.00006585272,0.0001092608],"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":[0.0009036583,0.0003978019,0.1412003,0.001647106,0.0001320917,0.004930632,0.02100461,0.0007053424,0.01299252,0.02757102,0.1058517,0.6826632],"study_design_scores_gemma":[0.00005633154,0.0003306996,0.1845574,0.0008513613,0.00007118611,0.002192742,0.02475416,0.0004389855,0.003756336,0.003571521,0.7793381,0.00008113321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5525512,0.02551982,0.004120521,0.04238783,0.001873325,0.0003385552,0.003101161,0.0005208717,0.3695867],"genre_scores_gemma":[0.8202502,0.01341407,0.003267469,0.00233862,0.0003686867,0.0001910184,0.001107198,0.00006987551,0.1589929],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03079669,"threshold_uncertainty_score":0.1030251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2971464960","doi":"10.25134/empowerment.v2i01.1786","title":"PENINGKATAN KAPASITAS MEDIA SOSIAL INTERPRETASI BUMI PERKEMAHAN PASIR BATANG DESA KARANGSARI KECAMATAN DARMA KABUPATEN KUNINGAN, JAWA BARAT, INDONESIA","year":2019,"lang":"id","type":"article","venue":"Empowerment Jurnal Pengabdian Masyarakat","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":2,"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":"Social media; Interpretation (philosophy); Engineering; Humanities; Sociology; Political science; Art; Computer science","authors":[{"name":"Iing Nasihin","is_ca":false},{"name":"Dede Kosasih","is_ca":true},{"name":"Ai Nurlaila","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01249880790210756,"gpt":0.263344604982521,"spread":0.2508457970804134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002762034,0.001182934,0.0005236269,0.002125538,0.003644343,0.01180144,0.000915377,0.001635039,0.0446264],"category_scores_gemma":[0.008516805,0.0005467883,0.0007460848,0.002062899,0.004978434,0.0106303,0.004318865,0.003089416,0.01286863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003208637,"about_ca_system_score_gemma":0.003922034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006036749,"about_ca_topic_score_gemma":0.008648965,"domain_scores_codex":[0.9970716,0.001139843,0.0001840753,0.0004895737,0.0008551701,0.0002596435],"domain_scores_gemma":[0.9939902,0.002664846,0.0004966811,0.0009056965,0.001545953,0.0003965677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005494402,0.0002932478,0.01952328,0.002796925,0.0001259874,0.003713561,0.2181621,0.0006695871,0.01989112,0.2510129,0.06667277,0.4165891],"study_design_scores_gemma":[0.00002633786,0.0000809708,0.01751583,0.001268757,0.0001164138,0.001691694,0.09710607,0.001303806,0.008567699,0.05500348,0.8171771,0.0001418398],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08510277,0.005270568,0.05803132,0.01723302,0.001774446,0.0004201031,0.001575354,0.002001433,0.828591],"genre_scores_gemma":[0.6336517,0.006350663,0.04208826,0.003426694,0.0007163671,0.0004317699,0.001634705,0.001800787,0.3098991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0446264,"threshold_uncertainty_score":0.1492901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378084495","doi":"10.25134/empowerment.v6i01.6829","title":"Pelatihan Usaha Budidaya Maggot sebagai Bahan Pakan bagi Peternak Lele","year":2023,"lang":"en","type":"article","venue":"Empowerment Jurnal Pengabdian Masyarakat","topic":"Aquatic life and conservation","field":"Agricultural and Biological 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":"WiLAN (Canada)","funders":"","keywords":"Catfish; Agricultural science; Business; Biology; Fishery; Fish <Actinopterygii>","authors":[{"name":"Yuyus Yudistria","is_ca":false},{"name":"Deddy Rusyandi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02375392325410837,"gpt":0.2311511617036129,"spread":0.2073972384495046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001927703,0.0002747644,0.0001937002,0.0002767243,0.00147224,0.0006371396,0.0003806335,0.0003566829,0.03079326],"category_scores_gemma":[0.0001955016,0.0001410366,0.0001960226,0.0003868061,0.0003011261,0.0004024784,0.0008947609,0.0007589998,0.003681973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205988,"about_ca_system_score_gemma":0.002579197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02684349,"about_ca_topic_score_gemma":0.1030632,"domain_scores_codex":[0.999894,0.00001006841,0.000003084401,0.00002292711,0.00002293006,0.00004693761],"domain_scores_gemma":[0.9998866,0.00001036968,0.00001236136,0.000008106595,0.00003593455,0.00004656574],"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":[0.001351706,0.001330866,0.1201504,0.001636712,0.000116085,0.01288875,0.01858027,0.001222056,0.1047691,0.02564996,0.08088759,0.6314165],"study_design_scores_gemma":[0.00006931306,0.0005857096,0.2052217,0.0002039252,0.00006149019,0.002608403,0.01740141,0.0007791453,0.01041743,0.001136097,0.7614666,0.00004882307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7324244,0.002877932,0.004159496,0.003988115,0.0009285586,0.0005248712,0.001438302,0.0004962267,0.2531621],"genre_scores_gemma":[0.7296737,0.001661081,0.005766575,0.0009752249,0.00007577858,0.0002542518,0.001131926,0.00009685705,0.2603646],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03079326,"threshold_uncertainty_score":0.1030137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378085882","doi":"10.25134/empowerment.v5i01.4997","title":"Program Kemitraan Pengembangan Desa Wisata Di Desa Noepesu Kecamatan Miomaffo Barat Kabupaten Timor Tengah Utara","year":2022,"lang":"en","type":"article","venue":"Empowerment Jurnal Pengabdian Masyarakat","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":0,"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":"Promotion (chess); Tourism; Service (business); Geography; Socioeconomics; Administration (probate law); Management; Political science; Business; Sociology; Marketing; Archaeology","authors":[{"name":"Yohanes Fritantus","is_ca":false},{"name":"Pionisius Minggu","is_ca":true},{"name":"Yoakim Rembu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0218462102419981,"gpt":0.305493553930521,"spread":0.2836473436885229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004219852,0.000350227,0.0001929227,0.0004507694,0.002185098,0.0009998197,0.000570886,0.0004022679,0.07876621],"category_scores_gemma":[0.0004231972,0.0001454788,0.0001588192,0.0003316876,0.0003894975,0.0004694656,0.001621798,0.0007025861,0.006770675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00148443,"about_ca_system_score_gemma":0.005650384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002123,"about_ca_topic_score_gemma":0.03215689,"domain_scores_codex":[0.9997619,0.00003733553,0.00000364448,0.00004175758,0.00005270474,0.0001026457],"domain_scores_gemma":[0.9996682,0.00002771275,0.00001713924,0.00001186603,0.00006963756,0.0002054004],"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":[0.001224197,0.00349573,0.03833166,0.00139337,0.00003348311,0.002794557,0.01348855,0.0007364638,0.02359292,0.01732652,0.1671098,0.7304728],"study_design_scores_gemma":[0.00007815395,0.0005265934,0.09480185,0.000257514,0.00001720825,0.0007558499,0.01056976,0.0005675195,0.005542743,0.001199343,0.8856604,0.00002305824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4819995,0.003387271,0.005348673,0.006982268,0.0008368037,0.002174537,0.002922948,0.0006280093,0.4957199],"genre_scores_gemma":[0.4016688,0.002045291,0.007471961,0.0004996494,0.0000804397,0.001151769,0.001628466,0.0001111684,0.5853426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07876621,"threshold_uncertainty_score":0.2634992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2984442724","doi":"10.25134/empowerment.v2i02.2051","title":"PELATIHAN TEKNIK PEMANDUAN DAN PEMASARAN EKOWISATA BUMI PERKEMAHAN PASIRBATANG","year":2019,"lang":"en","type":"article","venue":"Empowerment Jurnal Pengabdian Masyarakat","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":0,"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":"Ecotourism; Advertising; Business; Psychology; Geography; Tourism; Archaeology","authors":[{"name":"Iing Nasihin","is_ca":false},{"name":"Dede Kosasih","is_ca":true},{"name":"AI Nurlaila","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01323472218598411,"gpt":0.2814905859925548,"spread":0.2682558638065707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005520891,0.0005612168,0.0003324695,0.000537759,0.001508428,0.002686136,0.000483504,0.0006105065,0.02868971],"category_scores_gemma":[0.0005901125,0.0001830766,0.0003304516,0.0006688591,0.0007914372,0.001738527,0.001707224,0.001212871,0.006483074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006877522,"about_ca_system_score_gemma":0.001972949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001218966,"about_ca_topic_score_gemma":0.002837257,"domain_scores_codex":[0.9996818,0.00007282388,0.00001698434,0.00005363079,0.00010052,0.00007426305],"domain_scores_gemma":[0.9997606,0.00005722195,0.00002078839,0.00002676338,0.00007642792,0.00005826569],"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":[0.0006841097,0.0008145547,0.01254466,0.001867437,0.00005000304,0.002677841,0.02012621,0.00136536,0.03654373,0.03843509,0.0255488,0.8593423],"study_design_scores_gemma":[0.00004261789,0.0005593504,0.04172119,0.0009891872,0.0000840018,0.00235915,0.02875921,0.002067118,0.02408362,0.01368856,0.885547,0.00009904846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3807766,0.009163396,0.02852693,0.005054301,0.001478294,0.0005415091,0.000628587,0.001079513,0.5727509],"genre_scores_gemma":[0.6792939,0.007002643,0.0272759,0.0005155417,0.0001792112,0.0002640976,0.0004285979,0.0002130481,0.2848271],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02868971,"threshold_uncertainty_score":0.09597665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}