{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"e2091a63b6ad","filters":{"venue":"Jurnal Wicara Desa"}},"results":[{"id":"W4377840245","doi":"10.29303/wicara.v1i3.2447","title":"PEMANFAATAN AQUAPONIK SEBAGAI TEKNOLOGI BUDIDAYA IKAN NILA DAN SAYURAN YANG MENDUKUNG PERTANIAN BERKELANJUTAN DI DESA KAYANGAN, KECAMATAN KAYANGAN, KABUPATEN LOMBOK UTARA","year":2023,"lang":"en","type":"article","venue":"Jurnal Wicara Desa","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universitas Gadjah Mada; McGill University","keywords":"Aquaponics; Sowing; Fish <Actinopterygii>; Nutrient; Manure; Chicken manure; Horticulture; Biology; Environmental science; Agricultural science; Agronomy; Fishery; Aquaculture; Ecology","authors":[{"name":"M A Azis","is_ca":false},{"name":"Heny Widianti","is_ca":false},{"name":"Sanhuri Sanhuri","is_ca":false},{"name":"Sulhan Salma Ranesa","is_ca":false},{"name":"Syarifa Ayu Anggraini","is_ca":false},{"name":"Zulham Mizwar","is_ca":false},{"name":"Cok Gea Berliana","is_ca":false},{"name":"Nur Ayu Lestari","is_ca":false},{"name":"Ragil Alfarizi Kalia","is_ca":false},{"name":"Rani Sahrani","is_ca":false},{"name":"Made Sriasih","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01373289713741675,"gpt":0.2307015953231321,"spread":0.2169686981857153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009683862,0.0008297926,0.0007302844,0.0004061458,0.0008660708,0.0004190741,0.001366745,0.0002812375,0.001163823],"category_scores_gemma":[0.0001138794,0.0007512952,0.0003487259,0.001859049,0.0004518477,0.0008345404,0.001652701,0.0007176123,0.003816532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007930718,"about_ca_system_score_gemma":0.00006044608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004618094,"about_ca_topic_score_gemma":0.001023736,"domain_scores_codex":[0.9942584,0.0002426401,0.0009768365,0.001337351,0.001454772,0.00172998],"domain_scores_gemma":[0.9977302,0.0001830921,0.0003586089,0.001032535,0.00004107986,0.0006544594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004506737,0.0006944324,0.7465193,0.000179944,0.0007024722,0.003358392,0.005976703,0.001765148,0.09694773,0.001860781,0.0437692,0.09777523],"study_design_scores_gemma":[0.001633646,0.0004075747,0.9007595,0.0001783761,0.0002267354,0.000209544,0.002480903,0.003928737,0.004067652,0.001165726,0.08314289,0.001798718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690015,0.0001239357,0.0002059038,0.002371352,0.0006060454,0.0008211692,0.0000541583,0.0008157786,0.02600015],"genre_scores_gemma":[0.9901047,0.0001856377,0.000885929,0.0005230827,0.0002484151,0.00008217699,0.000212901,0.0001331561,0.007623966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1542402,"threshold_uncertainty_score":0.9997492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388455066","doi":"10.29303/wicara.v1i6.3475","title":"UPAYA PENGEMBANGAN WISATA MELALUI PEMBUATAN PAPAN PETUNJUK ARAH DAN PETA SEBAGAI FASILITAS PENUNJANG DESTINASI WISATA DESA LABUHAN HAJI","year":2023,"lang":"id","type":"article","venue":"Jurnal Wicara Desa","topic":"Community-based Tourism Development and Sustainability","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":"WiLAN (Canada)","funders":"","keywords":"Humanities; Political science; Business; Art","authors":[{"name":"Syamsuhaidi Syamsuhaidi","is_ca":true},{"name":"Misrul Efendi Jayadi","is_ca":false},{"name":"Ni Luh Vinna Puja Astuti","is_ca":false},{"name":"Siti Cahya Hemas Setyaningtyas","is_ca":false},{"name":"Devina Ayu Massayres","is_ca":false},{"name":"Elsa Elsa Julianti","is_ca":false},{"name":"Mugula Chris Safari","is_ca":false},{"name":"Muhammad Farrel Alfarisi","is_ca":false},{"name":"Ita Usmiatun","is_ca":false},{"name":"Wiji Widiansari Sunarto","is_ca":false},{"name":"Muhammad Razhu Hidayatullah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03741065246892965,"gpt":0.3094709526227187,"spread":0.2720603001537891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.008839953,0.001439706,0.001642927,0.0008940388,0.005425959,0.001355272,0.004130398,0.0008053616,0.001662139],"category_scores_gemma":[0.004187681,0.001510647,0.000915401,0.004764548,0.002397477,0.001577322,0.001949336,0.00315692,0.00208875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001794546,"about_ca_system_score_gemma":0.003469835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004317297,"about_ca_topic_score_gemma":0.008893199,"domain_scores_codex":[0.9856452,0.004245025,0.001923267,0.001899591,0.002953086,0.003333807],"domain_scores_gemma":[0.990959,0.002637134,0.0008266298,0.002750869,0.001109024,0.001717326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001550392,0.003032502,0.5863079,0.002278139,0.001553236,0.004044884,0.209067,0.00006669317,0.002849103,0.005535093,0.115507,0.0682081],"study_design_scores_gemma":[0.003086299,0.001024834,0.6016881,0.0007003365,0.001006687,0.0001194528,0.1477087,0.000622564,0.0009990094,0.005215282,0.2340668,0.003761923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596294,0.001202325,0.00002844111,0.009634065,0.001688019,0.001745528,0.0002474492,0.0008672718,0.02495757],"genre_scores_gemma":[0.9689516,0.0008553541,0.0004962162,0.0002879523,0.001266726,0.0001180593,0.0004833235,0.0001966843,0.02734406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1185598,"threshold_uncertainty_score":0.9998353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388463688","doi":"10.29303/wicara.v1i4.3392","title":"PEMBUATAN ECOBRICK DARI SAMPAH PLASTIK MENJADI BARANG YANG BERMANFAAT","year":2023,"lang":"id","type":"article","venue":"Jurnal Wicara Desa","topic":"Waste Management and Recycling","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Barrick Gold (Canada)","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Heri Sulistiyono","is_ca":true},{"name":"Adeyong Wira Putra","is_ca":false},{"name":"Baiq Nabila Taufik","is_ca":false},{"name":"Bintang Dwi Nur Khakiki","is_ca":false},{"name":"Dwiana Aulya Rahmatun","is_ca":false},{"name":"Fadillah Rabbiatul Utami","is_ca":false},{"name":"Nita Agustini Rahayu","is_ca":false},{"name":"Nofi Ramdani","is_ca":false},{"name":"Putri Rahayu Wilujeng","is_ca":false},{"name":"Rizal Hadi Frasitio","is_ca":false},{"name":"Wiwin Akarena Triyani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01842125163874343,"gpt":0.2431878214448459,"spread":0.2247665698061025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008595759,0.0005370339,0.0005162059,0.0003008166,0.0007733626,0.0004012198,0.0009387732,0.000239926,0.002480224],"category_scores_gemma":[0.00007062452,0.0005011883,0.000351364,0.001334531,0.0003695505,0.000625591,0.001034763,0.0006582368,0.02227443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000375391,"about_ca_system_score_gemma":0.00003575876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001819916,"about_ca_topic_score_gemma":0.00009368423,"domain_scores_codex":[0.995778,0.0001827929,0.0007135386,0.0008981545,0.001135067,0.001292442],"domain_scores_gemma":[0.9983658,0.0002445174,0.0002894211,0.0006004302,0.00001666023,0.0004831828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008032554,0.001024179,0.09670734,0.0007971603,0.001558604,0.003293817,0.008747937,0.02216874,0.1752946,0.0009900947,0.506909,0.1817052],"study_design_scores_gemma":[0.002868091,0.0004093952,0.5118461,0.0005293171,0.0007085336,0.0001168127,0.001614337,0.03608106,0.008464753,0.0007301439,0.4344236,0.002207768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925707,0.000436792,0.0002448137,0.001809285,0.002397865,0.0005681058,0.0000711993,0.0002869906,0.06847793],"genre_scores_gemma":[0.9569349,0.0008645684,0.0003377484,0.0004247733,0.0006256801,0.00001899896,0.00009386588,0.00009199201,0.0406075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4151388,"threshold_uncertainty_score":0.999744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388467170","doi":"10.29303/wicara.v1i4.3368","title":"PENINGKATAN LITERASI KEUANGAN PADA UMKM DI WISATA KULINER KEBON AYU MELALUI PELATIHAN DAN PENDAMPINGAN PEMBUKUAN SEDERHANA","year":2023,"lang":"id","type":"article","venue":"Jurnal Wicara Desa","topic":"Financial Literacy and Behavior","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":"WiLAN (Canada)","funders":"","keywords":"Business administration; Business; Humanities; Art","authors":[{"name":"Britto Lie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02589857951433981,"gpt":0.2590205969249656,"spread":0.2331220174106258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001457664,0.00124991,0.001233822,0.001140781,0.001629257,0.00301998,0.001437397,0.0005702368,0.000717169],"category_scores_gemma":[0.0004900737,0.001233706,0.0007983592,0.003122604,0.0003145675,0.003901978,0.001079548,0.001650894,0.003973806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027425,"about_ca_system_score_gemma":0.0002032564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009030731,"about_ca_topic_score_gemma":0.0005494612,"domain_scores_codex":[0.993098,0.0001727623,0.001683346,0.001577494,0.001503887,0.00196455],"domain_scores_gemma":[0.9965692,0.0002697972,0.001094028,0.001256556,0.0005728444,0.0002376077],"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":[0.002126331,0.00272587,0.6872669,0.005027333,0.0009989321,0.008506061,0.01203649,0.00009411006,0.04287415,0.01328033,0.1284238,0.09663972],"study_design_scores_gemma":[0.00256862,0.0002414505,0.4407795,0.001747892,0.001128243,0.0001034548,0.001807616,0.004141544,0.0009055774,0.0003742466,0.5438135,0.002388395],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800863,0.0009432235,0.00006509962,0.002918901,0.003595294,0.0009584637,0.0001422437,0.0006884782,0.01060202],"genre_scores_gemma":[0.9683883,0.000109656,0.0001357559,0.001268827,0.006088546,0.00005812944,0.001364703,0.0002767755,0.0223093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4153897,"threshold_uncertainty_score":0.9996705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388454703","doi":"10.29303/wicara.v1i4.3454","title":"PENDAMPINGAN MASYARAKAT DESA SEHAT MELALUI PENYULUHAN KANKER STUNTING DAN PENYAKIT MENULAR SEKSUAL DI DESA PENGADANGAN","year":2023,"lang":"id","type":"article","venue":"Jurnal Wicara Desa","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":"WiLAN (Canada)","funders":"","keywords":"Humanities; Art","authors":[{"name":"I Gede Arya Yogiswara","is_ca":true},{"name":"Alsya Siti Aenaya","is_ca":false},{"name":"Rani Apriani","is_ca":false},{"name":"Baiq Bintan Julia Rahman","is_ca":false},{"name":"Sintianti Dewi","is_ca":false},{"name":"Husunul Hatimah","is_ca":false},{"name":"Andrian Pratama","is_ca":false},{"name":"Anastasya Diah Lestari Putri","is_ca":false},{"name":"Baiq Lovina Wienagatha","is_ca":false},{"name":"Muhammad Al-Amirullah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03708799592033919,"gpt":0.3221316165102826,"spread":0.2850436205899434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.005416194,0.001375376,0.002008515,0.001443531,0.00192092,0.0006870987,0.001086266,0.001042437,0.0005079743],"category_scores_gemma":[0.002065692,0.001384859,0.0008672729,0.00300028,0.0004951471,0.001262704,0.0006405003,0.003470982,0.002739816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187728,"about_ca_system_score_gemma":0.001827937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003561187,"about_ca_topic_score_gemma":0.0001416334,"domain_scores_codex":[0.9877675,0.001411024,0.002316198,0.001874701,0.002820587,0.003809959],"domain_scores_gemma":[0.9927687,0.001010089,0.0009708813,0.001479067,0.0008050168,0.002966227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006200233,0.005857106,0.4523459,0.01405765,0.00405044,0.01690529,0.02551213,0.0001193936,0.2384439,0.004276212,0.1456803,0.08655147],"study_design_scores_gemma":[0.01826194,0.004709494,0.5802911,0.006302229,0.002770371,0.002868206,0.01608862,0.00760047,0.02852953,0.0004432071,0.3280742,0.004060702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761299,0.003991504,0.0002102231,0.01014639,0.002904945,0.002263949,0.0001622795,0.000825239,0.003365525],"genre_scores_gemma":[0.9825439,0.002224722,0.0004350985,0.001738803,0.005719641,0.0001824315,0.00100354,0.0003614088,0.005790383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2099144,"threshold_uncertainty_score":0.9998997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}