{"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"},"query_hash":"32192e08f3d6","filters":{"venue":"JOURNAL OF COMMUNITY SERVICES PUBLIC AFFAIRS"}},"results":[{"id":"W4376625539","doi":"10.46730/jcspa.v1i4.33","title":"PENGUATAN ORGANISASI KEPEMUDAAN DAN PENINGKATAN PERAN PEMUDA DALAM TATA KELOLA PEMERINTAHAN DESA DI DESA TANTAN KABUPATEN MUARO JAMBI","year":2021,"lang":"id","type":"article","venue":"JOURNAL OF COMMUNITY SERVICES PUBLIC AFFAIRS","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":3,"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":"Political science; Humanities; Physics; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.03138658773927405,"gpt":0.2792549291547594,"spread":0.2478683414154853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008047028,0.001084602,0.001684368,0.0006748543,0.004525034,0.004812619,0.005885167,0.0006157906,0.001729747],"category_scores_gemma":[0.001611325,0.001117905,0.0007946578,0.003087852,0.0008216059,0.005981566,0.002653267,0.003919946,0.00009066862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050379,"about_ca_system_score_gemma":0.003223688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846155,"about_ca_topic_score_gemma":0.0236733,"domain_scores_codex":[0.9861094,0.006000807,0.00263196,0.0005777434,0.002761325,0.001918703],"domain_scores_gemma":[0.9888612,0.001901989,0.002857758,0.001688013,0.003049371,0.001641685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000904443,0.004664408,0.4053945,0.001998382,0.00298862,0.001691875,0.5134019,0.00001786061,0.009580859,0.003947556,0.003551098,0.05185848],"study_design_scores_gemma":[0.002405183,0.0005697809,0.09664101,0.001022392,0.000373713,0.0006837429,0.8231936,0.00009836944,0.001352188,0.0007175573,0.0714808,0.001461619],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8730454,0.00148082,0.00004345221,0.008677129,0.001812045,0.0003739519,0.0000446476,0.000150543,0.114372],"genre_scores_gemma":[0.9935929,0.001288208,0.0009442911,0.0004870241,0.0008987628,0.000007486677,0.0002982738,0.0001651966,0.002317853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3097917,"threshold_uncertainty_score":0.9994935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376624785","doi":"10.46730/jcspa.v1i4.13","title":"Melestarikan Tradisi Manggelek Sebagai Tradisi Budaya Desa Kuok Kecamatan Kuok Kabupaten Kampar Provinsi Riau","year":2022,"lang":"id","type":"article","venue":"JOURNAL OF COMMUNITY SERVICES PUBLIC AFFAIRS","topic":"Agricultural and Environmental Management","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":"Encana (Canada)","funders":"","keywords":"Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.02663082551751484,"gpt":0.2357724613263092,"spread":0.2091416358087943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004548052,0.0007488488,0.001158991,0.0004444835,0.005701609,0.0009955714,0.00542563,0.0002515964,0.002778569],"category_scores_gemma":[0.00003975985,0.0006278876,0.0007828451,0.001640493,0.0005748344,0.003009981,0.001983517,0.003522988,0.00009446542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002029116,"about_ca_system_score_gemma":0.0003413423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00668386,"about_ca_topic_score_gemma":0.0120501,"domain_scores_codex":[0.9891226,0.00478908,0.00170224,0.0003631099,0.00271291,0.001310031],"domain_scores_gemma":[0.995152,0.0003948833,0.00230694,0.0009269869,0.0002184237,0.00100076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001408668,0.01992666,0.03086156,0.002467793,0.005868337,0.0007985074,0.7604202,0.003115146,0.001962475,0.01109931,0.05819162,0.1038797],"study_design_scores_gemma":[0.001414957,0.001393051,0.08249138,0.0001101208,0.0004181199,0.0001181272,0.615707,0.0001787454,0.00003207007,0.001104881,0.2962821,0.0007494531],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9236352,0.001463731,0.00001577097,0.02745697,0.001291561,0.0008358443,0.0001258837,0.000102815,0.04507216],"genre_scores_gemma":[0.9941108,0.0009756698,0.0001675052,0.0009729104,0.0005554927,0.00003857658,0.0001850294,0.00006593038,0.002928144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2380905,"threshold_uncertainty_score":0.9999555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376573166","doi":"10.46730/jcspa.v3i1.54","title":"Upaya Meningkatkan Dan Mengoptimalkan Pendidikan Di Desa Pulau Binjai Sebagai Bentuk Pengabdian Terhadap Masyarakat Di Bidang Pendidikan","year":2023,"lang":"id","type":"article","venue":"JOURNAL OF COMMUNITY SERVICES PUBLIC AFFAIRS","topic":"Educational Research and Methods","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":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.08311550970951073,"gpt":0.3873646168473174,"spread":0.3042491071378067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02188182,0.0009099997,0.001435005,0.002218686,0.005669093,0.002481563,0.006722011,0.0006210406,0.001497984],"category_scores_gemma":[0.001401219,0.0008701239,0.001000647,0.004878262,0.001026847,0.004227677,0.001772331,0.005214649,0.0002628701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181163,"about_ca_system_score_gemma":0.003519292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005747307,"about_ca_topic_score_gemma":0.01765153,"domain_scores_codex":[0.9793254,0.01140038,0.002058427,0.0005048191,0.004021499,0.002689444],"domain_scores_gemma":[0.9869718,0.004009733,0.002291891,0.001593386,0.002096856,0.003036315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001018633,0.007699892,0.1328133,0.003071724,0.004906823,0.000635003,0.683625,0.0006212901,0.01068022,0.03299553,0.02743673,0.09449583],"study_design_scores_gemma":[0.001530261,0.001261371,0.09835782,0.0006464951,0.0002819563,0.0001016621,0.7280747,0.0005279463,0.0005648031,0.001475325,0.1661561,0.001021616],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8646706,0.001886258,0.00008437513,0.04725136,0.003058241,0.0008927572,0.00008394595,0.0002383933,0.08183411],"genre_scores_gemma":[0.9878072,0.003741185,0.0009049872,0.000300969,0.001511306,0.00003528285,0.0002594588,0.0001442826,0.005295286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1387194,"threshold_uncertainty_score":0.9994148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}