{"meta":{"query_hash":"32192e08f3d6","filters":{"venue":"JOURNAL OF COMMUNITY SERVICES PUBLIC AFFAIRS"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/32192e08f3d6","api":"https://metacan.xera.ac/api/v1/cohort?venue=JOURNAL+OF+COMMUNITY+SERVICES+PUBLIC+AFFAIRS"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.08311550970951073,"score_gpt":0.38736461684731743,"score_spread":0.30424910713780673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376573166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55346584,0.04210209,0.046083618,0.0058849915,0.0020058588,0.00046986295,0.0028369082,0.0017213537,0.34542945],"genre_scores_gemma":[0.6707101,0.015261493,0.026739787,0.0012757874,0.00020461928,0.00026419945,0.0018113254,0.0005933839,0.28313944],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992399,0.00009390319,0.00004495301,0.00022323147,0.00026501785,0.0001330526],"domain_scores_gemma":[0.999321,0.0001287485,0.00007795034,0.00008757358,0.00027386128,0.00011097535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079277216,0.00092444284,0.00085496943,0.0012133677,0.0024767194,0.004481108,0.0007812774,0.0011232996,0.03005849],"category_scores_gemma":[0.00085485453,0.00058445794,0.0009900564,0.0012936988,0.0011284197,0.002668147,0.002303642,0.0022142152,0.008010967],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018367652,0.0007516054,0.020981941,0.0034964248,0.00031757724,0.0025747481,0.0070081246,0.0019020212,0.4601543,0.05305864,0.0130236475,0.43489423],"study_design_scores_gemma":[0.000050568953,0.0008462864,0.025606863,0.0005810399,0.000325291,0.0015561434,0.0055481954,0.0013655759,0.21708144,0.012098361,0.7347713,0.00016888048],"about_ca_topic_score_codex":0.005655101,"about_ca_topic_score_gemma":0.012112823,"teacher_disagreement_score":0.03005849,"about_ca_system_score_codex":0.0021072559,"about_ca_system_score_gemma":0.0026548242,"threshold_uncertainty_score":0.10055572},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Art","score_opus":0.026630825517514844,"score_gpt":0.23577246132630916,"score_spread":0.20914163580879433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376624785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6026796,0.025278214,0.009877007,0.0024429585,0.00082967,0.0003689707,0.0038445704,0.00085125276,0.35382774],"genre_scores_gemma":[0.7804573,0.009711724,0.010932997,0.0006080755,0.00011023101,0.00014451628,0.0014952586,0.00024560903,0.19629426],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997632,0.000034512253,0.0000133993935,0.00006751986,0.000077092154,0.0000443136],"domain_scores_gemma":[0.9997749,0.000029653054,0.000041620806,0.000029827084,0.00008156508,0.000042553154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032965516,0.00053564523,0.00045389493,0.00085177494,0.0014449952,0.001997862,0.0003273336,0.00054054894,0.01630995],"category_scores_gemma":[0.00025343965,0.0003178692,0.0005507213,0.0011719838,0.0006089084,0.0008016385,0.00096778455,0.001038637,0.0038315295],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015383785,0.0007208743,0.03319498,0.0051095006,0.0003099488,0.0033392448,0.006547805,0.0007534041,0.50667274,0.010629359,0.012551953,0.41863173],"study_design_scores_gemma":[0.00004900435,0.000861063,0.1576728,0.00066204224,0.00032067546,0.0019985272,0.005487238,0.000436368,0.08920723,0.00203365,0.7411833,0.00008808569],"about_ca_topic_score_codex":0.0052219834,"about_ca_topic_score_gemma":0.018634683,"teacher_disagreement_score":0.01630995,"about_ca_system_score_codex":0.0008444545,"about_ca_system_score_gemma":0.0012214402,"threshold_uncertainty_score":0.05456221},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Political science; Humanities; Physics; Art","score_opus":0.03138658773927405,"score_gpt":0.27925492915475936,"score_spread":0.2478683414154853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376625539","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24838462,0.056161392,0.028133206,0.019718079,0.0036981828,0.0005075586,0.001985916,0.001525192,0.63988584],"genre_scores_gemma":[0.41006088,0.024947431,0.024482327,0.002711534,0.0004953808,0.00027285726,0.0012959545,0.00055365346,0.53518],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99904615,0.0001657441,0.000046163772,0.00023078144,0.00029161575,0.0002194417],"domain_scores_gemma":[0.99911433,0.00012419268,0.00012056227,0.00010234962,0.00029677624,0.0002417945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010312172,0.0009416367,0.00074361643,0.0013611017,0.003582482,0.0061941375,0.0009112048,0.001702101,0.044484485],"category_scores_gemma":[0.0009784419,0.0006674089,0.0008152587,0.0012961711,0.0020135888,0.002901647,0.002975754,0.002417388,0.015860321],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016019818,0.00077937293,0.029162494,0.005053054,0.00031791138,0.0044224947,0.022123918,0.0012969355,0.24526498,0.08955162,0.053988114,0.54643714],"study_design_scores_gemma":[0.000027870128,0.00026454724,0.01496876,0.00047252106,0.00010596457,0.0011551831,0.007521,0.0002774619,0.020923834,0.0069636265,0.94724345,0.00007570166],"about_ca_topic_score_codex":0.0074412054,"about_ca_topic_score_gemma":0.015976146,"teacher_disagreement_score":0.044484485,"about_ca_system_score_codex":0.0023325977,"about_ca_system_score_gemma":0.004234544,"threshold_uncertainty_score":0.14881545},"labels":[],"label_agreement":null}]}