{"meta":{"query_hash":"6c73bbd8250c","filters":{"venue":"Jurnal Pengabdian Kepada Masyarakat MEMBANGUN NEGERI"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/6c73bbd8250c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Jurnal+Pengabdian+Kepada+Masyarakat+MEMBANGUN+NEGERI"},"results":[{"id":"W4389110924","doi":"10.35326/pkm.v6i2.2622","title":"PEMBERDAYAAN KELOMPOK PEREMPUAN DALAM PENINGKATAN UMKM DAN PENGENTASAN KEMISKINAN BERBASIS PEMANFAATAN POTENSI LOKAL","year":2022,"lang":"id","type":"article","venue":"Jurnal Pengabdian Kepada Masyarakat MEMBANGUN NEGERI","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":2,"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":"Physics; Humanities; Art","score_opus":0.01970286048934221,"score_gpt":0.2577939035444826,"score_spread":0.2380910430551404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389110924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62480396,0.0027613232,0.000008901813,0.0048501543,0.00607323,0.0017854782,0.00029616692,0.00054652715,0.35887423],"genre_scores_gemma":[0.91046965,0.00055356225,0.00045439982,0.0016654764,0.0027634234,0.0002282124,0.0006389927,0.00039702002,0.08282926],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9821428,0.003091509,0.0026009874,0.0029673679,0.0051046396,0.0040926766],"domain_scores_gemma":[0.99242616,0.0011712478,0.0017891802,0.0016957737,0.0005502823,0.0023673454],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0052855425,0.0020207067,0.0021414047,0.0010315817,0.009584038,0.002381405,0.0038528333,0.00057655515,0.010062957],"category_scores_gemma":[0.0011627264,0.0023789413,0.0014969751,0.0032775125,0.0011659273,0.0020988488,0.002899918,0.0035853314,0.0006325125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044426,0.0046680146,0.31160888,0.0014831912,0.0026991598,0.015124275,0.15615775,0.00040981174,0.008843991,0.009652455,0.41064256,0.07426733],"study_design_scores_gemma":[0.003249748,0.0008933106,0.06823445,0.0003993735,0.00053710054,0.00092503004,0.10542699,0.00036929196,0.0006654994,0.0003845858,0.8147698,0.004144841],"about_ca_topic_score_codex":0.0016098814,"about_ca_topic_score_gemma":0.0015438002,"teacher_disagreement_score":0.4041272,"about_ca_system_score_codex":0.00299052,"about_ca_system_score_gemma":0.0026853122,"threshold_uncertainty_score":0.9992535},"labels":[],"label_agreement":null},{"id":"W4389110939","doi":"10.35326/pkm.v6i2.2578","title":"PERLINDUNGAN MERK DAGANG DAN PEMASARAN UMKM DESA MAYANG KECAMATAN GATAK KABUPATEN SUKOHARJO","year":2022,"lang":"id","type":"article","venue":"Jurnal Pengabdian Kepada Masyarakat MEMBANGUN NEGERI","topic":"SMEs Development and Digital Marketing","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":"Adidas (Canada)","funders":"","keywords":"Business; Humanities; Art","score_opus":0.026521410040372857,"score_gpt":0.2637135713450855,"score_spread":0.23719216130471263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389110939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7492783,0.005303042,0.000016492473,0.006221201,0.0064411676,0.0017747466,0.00022899189,0.00056838215,0.2301677],"genre_scores_gemma":[0.925589,0.00058137166,0.0002742809,0.0015592362,0.0021443595,0.00021988402,0.000452966,0.0003097751,0.06886908],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98579365,0.0025416259,0.0021355166,0.0021742424,0.0039375625,0.0034173934],"domain_scores_gemma":[0.99411505,0.0011130479,0.0013552393,0.0012801515,0.00037415052,0.0017623339],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.005374502,0.0015236984,0.0016505058,0.00082617113,0.0072820284,0.0020840091,0.0032154291,0.0005023271,0.0057017603],"category_scores_gemma":[0.0009611818,0.0017290956,0.0010697987,0.0030442849,0.0008297578,0.0020466903,0.0018802283,0.0029646393,0.0004348342],"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":[0.0044082403,0.0046667764,0.34755751,0.0016828695,0.0034428472,0.018854983,0.21448876,0.00050501,0.023912502,0.021259611,0.27193215,0.087288715],"study_design_scores_gemma":[0.0029747365,0.000627119,0.06765174,0.00040756314,0.0004175194,0.00052541547,0.08889065,0.00041819838,0.0013737099,0.00042918892,0.8324988,0.003785387],"about_ca_topic_score_codex":0.000802645,"about_ca_topic_score_gemma":0.0010921167,"teacher_disagreement_score":0.5605666,"about_ca_system_score_codex":0.001981773,"about_ca_system_score_gemma":0.002204081,"threshold_uncertainty_score":0.99975115},"labels":[],"label_agreement":null},{"id":"W4389110941","doi":"10.35326/pkm.v6i2.1941","title":"EMANFAATAN SEJENGKAL TANAH MILIK WARGA UNTUK DIKOMERSILKAN MENJADI PEMENUHAN KEBUTUHAN HINGGA PROSPEK EKONOMI","year":2022,"lang":"id","type":"article","venue":"Jurnal Pengabdian Kepada Masyarakat MEMBANGUN NEGERI","topic":"Coastal Management and Development","field":"Environmental Science","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":"Physics; Humanities; Forestry; Political science; Geography; Art","score_opus":0.008471183989598072,"score_gpt":0.1984136392939379,"score_spread":0.18994245530433984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389110941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9075051,0.0019063529,0.00011587856,0.0061627296,0.005923271,0.0037031563,0.0006095635,0.0004187702,0.07365519],"genre_scores_gemma":[0.94473755,0.0004980013,0.00044088674,0.002572581,0.000751882,0.0004528582,0.00037059907,0.00029175333,0.0498839],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98774666,0.0009054446,0.0020006734,0.0027445876,0.0034541804,0.0031484435],"domain_scores_gemma":[0.9951243,0.00022600524,0.0010923519,0.0018333991,0.000070950555,0.0016530255],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0022696045,0.0017472375,0.0015178005,0.0007544538,0.0040796027,0.0008302072,0.0030024282,0.00027641508,0.024311138],"category_scores_gemma":[0.000107925596,0.0019870705,0.00083725556,0.0021689467,0.00069315237,0.0013990263,0.005861888,0.0023528102,0.0027137513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043126666,0.0074183308,0.19023004,0.0018449223,0.0030843425,0.017259127,0.049123444,0.007119217,0.068304345,0.002760462,0.5582692,0.09027388],"study_design_scores_gemma":[0.005035504,0.0020593137,0.1334706,0.0002328091,0.0006435407,0.0004609304,0.017024849,0.002008341,0.004053971,0.00044378528,0.82997227,0.0045940997],"about_ca_topic_score_codex":0.0016916795,"about_ca_topic_score_gemma":0.0019077213,"teacher_disagreement_score":0.27170303,"about_ca_system_score_codex":0.004461605,"about_ca_system_score_gemma":0.00047274824,"threshold_uncertainty_score":0.9999488},"labels":[],"label_agreement":null},{"id":"W4389111029","doi":"10.35326/pkm.v6i2.3231","title":"PENDAMPINGAN PERIZINAN PIRT DAN SERTIFIKASI HALAL PRODUK BAKPIA DAN MAKANAN RINGAN PELAKU UMKM DUSUN LOPATI, TRIMURTI, SRANDAKAN, BANTUL","year":2022,"lang":"id","type":"article","venue":"Jurnal Pengabdian Kepada Masyarakat MEMBANGUN NEGERI","topic":"Halal products and consumer behavior","field":"Social Sciences","cited_by":2,"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":0.02630606328347144,"score_gpt":0.2749805786826258,"score_spread":0.2486745153991544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389111029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9495866,0.003308505,0.000015989972,0.014411374,0.009160284,0.0044559585,0.000499643,0.0006277893,0.01793386],"genre_scores_gemma":[0.9545546,0.00058831595,0.0001807601,0.0016268778,0.0032383618,0.00069529924,0.00031604042,0.00050486566,0.038294874],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9794122,0.00409431,0.003120041,0.004088955,0.0047559114,0.004528575],"domain_scores_gemma":[0.99145454,0.00039540246,0.0018824427,0.0028868073,0.0007857383,0.0025950598],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00554366,0.0023367857,0.0026617765,0.0010904607,0.011074812,0.0021134533,0.0043032314,0.00071614806,0.005256926],"category_scores_gemma":[0.0008637663,0.0025621662,0.0015184263,0.0037653162,0.0018149752,0.0018868529,0.001817218,0.00538653,0.00057115627],"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":[0.007933476,0.014453109,0.17069142,0.0029084873,0.0031757932,0.02044884,0.26868945,0.00063593144,0.16687226,0.011495309,0.06939201,0.2633039],"study_design_scores_gemma":[0.0041551073,0.0018353605,0.051072456,0.0003738331,0.0011540409,0.00081792753,0.040137626,0.00028099137,0.00901827,0.000099493416,0.8866407,0.004414184],"about_ca_topic_score_codex":0.004687781,"about_ca_topic_score_gemma":0.00569244,"teacher_disagreement_score":0.8172487,"about_ca_system_score_codex":0.0020043151,"about_ca_system_score_gemma":0.0036980722,"threshold_uncertainty_score":0.9989371},"labels":[],"label_agreement":null}]}