{"meta":{"query_hash":"713934b35be2","filters":{"venue":"Publika"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/713934b35be2","api":"https://metacan.xera.ac/api/v1/cohort?venue=Publika"},"results":[{"id":"W3182223012","doi":"10.26740/publika.v9n1.p239-252","title":"MANAJEMEN STRATEGI PROGRAM SEKOLAH LAPANG PERTANIAN di DINAS PERTANIAN KABUPATEN BOJONEGORO","year":2021,"lang":"id","type":"article","venue":"Publika","topic":"Agricultural Development and Management","field":"Agricultural and Biological 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":"Forestry; Agricultural science; Business; Geography; Environmental science","score_opus":0.022494962004799814,"score_gpt":0.2255140564184675,"score_spread":0.2030190944136677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182223012","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":[0.09120379,0.007390722,0.044607073,0.016692895,0.0010691555,0.0018235525,0.0028435285,0.0023366371,0.8320326],"genre_scores_gemma":[0.47875127,0.012905775,0.0526629,0.0029909068,0.00024602964,0.0012777576,0.0035765006,0.0005618834,0.44702694],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885833,0.00025922793,0.00004717192,0.00016954631,0.00034828697,0.00031748824],"domain_scores_gemma":[0.99903995,0.00017124228,0.00009312865,0.000056944635,0.00032578612,0.0003128209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014084987,0.00077142555,0.000442629,0.0012659,0.0020581451,0.00552169,0.0010448536,0.0011494199,0.05653652],"category_scores_gemma":[0.0016957113,0.0002869427,0.00078701053,0.001332298,0.00070803054,0.00253147,0.0030168793,0.0018098087,0.013868898],"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":[0.0005025581,0.0015124301,0.022553334,0.0033951495,0.00017332252,0.0013978372,0.0067422315,0.0068071955,0.006406638,0.092069894,0.13893045,0.719509],"study_design_scores_gemma":[0.00007238088,0.00036386558,0.017479472,0.0011341304,0.00013400824,0.00036741677,0.008225959,0.004741694,0.003152803,0.01439947,0.94986045,0.00006844217],"about_ca_topic_score_codex":0.012361282,"about_ca_topic_score_gemma":0.023436118,"teacher_disagreement_score":0.05653652,"about_ca_system_score_codex":0.0038828163,"about_ca_system_score_gemma":0.012181503,"threshold_uncertainty_score":0.18913352},"labels":[],"label_agreement":null},{"id":"W4313016625","doi":"10.26740/publika.v10n1.p123-134","title":"INOVASI PELAYANAN NING YAONAH (NIKMATNYA NGANTRI DAN PELAYANAN ONLINE MUDAH) UNTUK MENCIPTAKAN KEPUASAN MASYARAKAT OLEH DINAS KEPENDUDUKAN DAN CATATAN SIPIL KABUPATEN JOMBANG","year":2022,"lang":"id","type":"article","venue":"Publika","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":"Encana (Canada)","funders":"","keywords":"Humanities; Sociology; Philosophy","score_opus":0.0328307432056294,"score_gpt":0.2691737783105172,"score_spread":0.2363430351048878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313016625","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":[0.13268495,0.0047229617,0.004739225,0.013491579,0.0011086318,0.00029379828,0.0020570043,0.0006777467,0.8402241],"genre_scores_gemma":[0.27431872,0.0051216893,0.0045626117,0.0021124794,0.00018394832,0.00027465794,0.0014396559,0.00031295663,0.71167326],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992173,0.00014730843,0.00003058451,0.0001318114,0.0002655388,0.00020747389],"domain_scores_gemma":[0.9988927,0.00020714536,0.00011436751,0.00012883161,0.00033367684,0.00032329967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010200172,0.0004738496,0.00030567546,0.0009008517,0.0039023722,0.005339312,0.00055773335,0.0012497385,0.076035306],"category_scores_gemma":[0.001591138,0.00029143423,0.00028972962,0.0016240808,0.0013638474,0.0034965752,0.0042229425,0.001691994,0.017112669],"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":[0.00044743944,0.0003326115,0.045600597,0.0020367706,0.000081654594,0.0028604693,0.04946917,0.00043024617,0.025424466,0.17535508,0.19763172,0.50032985],"study_design_scores_gemma":[0.000007460403,0.00004654928,0.014295937,0.0001625861,0.000014810856,0.0002380042,0.00896201,0.00010223731,0.0014318546,0.0016522595,0.97306526,0.000020850553],"about_ca_topic_score_codex":0.015661238,"about_ca_topic_score_gemma":0.038301952,"teacher_disagreement_score":0.076035306,"about_ca_system_score_codex":0.0022502192,"about_ca_system_score_gemma":0.0048982813,"threshold_uncertainty_score":0.25436342},"labels":[],"label_agreement":null},{"id":"W4390282003","doi":"10.26740/publika.v11n2.p1903-1914","title":"EFEKTIVITAS PENYALURAN BANTUAN LANGSUNG TUNAI DANA DESA BAGI KELUARGA PENERIMA MANFAAT (STUDI PADA DESA TURI KABUPATEN MAGETAN)","year":2023,"lang":"id","type":"article","venue":"Publika","topic":"Local Governance and Development","field":"Social Sciences","cited_by":5,"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; Political science; Philosophy","score_opus":0.03388281659488992,"score_gpt":0.2836566920399775,"score_spread":0.24977387544508758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390282003","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":[0.97885543,0.0062876064,0.0013686399,0.0005763606,0.00009006068,0.0002205249,0.0019290204,0.000043567412,0.01062886],"genre_scores_gemma":[0.9687937,0.0046525355,0.002287814,0.0004440346,0.000034792614,0.00021800764,0.0011616147,0.000021245514,0.022386348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998502,0.00052705465,0.00012109973,0.00027723942,0.00039379628,0.00017887415],"domain_scores_gemma":[0.9985448,0.00056428555,0.00033569397,0.00009836638,0.0003355946,0.00012129332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023172584,0.00056138856,0.00054419535,0.00055587164,0.00064639427,0.002048623,0.0004788408,0.0008265124,0.009431174],"category_scores_gemma":[0.0021248024,0.0003079403,0.0012622325,0.0009207833,0.00043667643,0.00079384824,0.00085429754,0.0007542454,0.0011303459],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067983167,0.0025585804,0.6404879,0.0047278656,0.0026604824,0.0008018327,0.006095111,0.0024703192,0.04856061,0.0018674132,0.004158511,0.278813],"study_design_scores_gemma":[0.00021906818,0.011449671,0.8892989,0.00076581346,0.0025199899,0.00059111934,0.007449907,0.0013153574,0.040828183,0.00098502,0.044490814,0.00008625167],"about_ca_topic_score_codex":0.036545333,"about_ca_topic_score_gemma":0.075932786,"teacher_disagreement_score":0.036545333,"about_ca_system_score_codex":0.0017833827,"about_ca_system_score_gemma":0.001775132,"threshold_uncertainty_score":0.072665215},"labels":[],"label_agreement":null},{"id":"W4390285891","doi":"10.26740/publika.v10n4.p1293-1304","title":"UPAYA OPTIMALISASI PARIWISATA DALAM MENINGKATKAN PENDAPATAN ASLI DAERAH KABUPATEN MAGETAN MENGGUNAKAN PRINSIP DASAR MANAJEMEN","year":2022,"lang":"id","type":"article","venue":"Publika","topic":"Community-based Tourism Development and Sustainability","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":"Political science; Humanities; Art","score_opus":0.030066829718403316,"score_gpt":0.2839042402794232,"score_spread":0.2538374105610199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390285891","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":[0.4011554,0.0077724466,0.18751836,0.006138856,0.000759665,0.0005894038,0.0019228535,0.0009818142,0.39316133],"genre_scores_gemma":[0.8336273,0.0036766224,0.073748186,0.00067542633,0.00012585809,0.00037417145,0.000787779,0.0003392646,0.086645424],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987827,0.00025268993,0.00007099592,0.00034114378,0.00031838074,0.00023416469],"domain_scores_gemma":[0.9983494,0.00051435846,0.00018273585,0.00022301913,0.00047333929,0.00025726669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015536197,0.0009358445,0.0009178376,0.0009556891,0.0012872025,0.004634038,0.00120211,0.0010208017,0.026011014],"category_scores_gemma":[0.003273362,0.0005442226,0.0007788341,0.00092478504,0.0013779755,0.0034339712,0.0024619868,0.0015305658,0.0042190403],"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":[0.001809823,0.0013907945,0.052569855,0.0033915043,0.0005153926,0.001747051,0.0058959764,0.054749485,0.090892196,0.21655868,0.017594986,0.5528842],"study_design_scores_gemma":[0.00025113163,0.0025623438,0.11692091,0.0013410308,0.00080748537,0.0018658753,0.02269586,0.07637258,0.071482636,0.27427542,0.43097878,0.0004459243],"about_ca_topic_score_codex":0.006453848,"about_ca_topic_score_gemma":0.012984783,"teacher_disagreement_score":0.026011014,"about_ca_system_score_codex":0.0023234023,"about_ca_system_score_gemma":0.004389314,"threshold_uncertainty_score":0.08701551},"labels":[],"label_agreement":null},{"id":"W4390418431","doi":"10.26740/publika.v11n4.p2504-2518","title":"IMPLEMENTASI KEBIJAKAN PROGRAM PERCEPATAN PENINGKATAN TATA GUNA AIR IRIGASI (P3TGAI) DALAM PEMBANGUNAN INFRASTRUKTUR DI DESA JATIDROJOG KECAMATAN KEDUNGPRING KABUPATEN LAMONGAN","year":2023,"lang":"id","type":"article","venue":"Publika","topic":"Local Governance and Development","field":"Social Sciences","cited_by":1,"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; Political science; Art","score_opus":0.03031842990388772,"score_gpt":0.3242909452180147,"score_spread":0.293972515314127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390418431","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":[0.191341,0.0009974841,0.32447523,0.00909061,0.0007612294,0.0035489323,0.0048470185,0.02412381,0.44081467],"genre_scores_gemma":[0.61627233,0.0013148249,0.19519486,0.0019523728,0.0001715474,0.0033864197,0.0053336816,0.0032722387,0.1731017],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99696857,0.0008685755,0.00016988025,0.00059406646,0.00094934675,0.00044960526],"domain_scores_gemma":[0.99292785,0.002144866,0.0004936368,0.0015880783,0.0020292643,0.000816401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003387305,0.00076017826,0.00040346925,0.0009067903,0.0013091979,0.0048848656,0.0014834222,0.001067583,0.038178816],"category_scores_gemma":[0.0092022065,0.0004311442,0.0007680521,0.001044689,0.0010012372,0.004048306,0.0032443362,0.0022705204,0.0117776925],"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":[0.0012975137,0.0018252902,0.028482296,0.002823959,0.0001610753,0.0005495853,0.017147498,0.006439907,0.03600203,0.0703655,0.06880629,0.7660989],"study_design_scores_gemma":[0.00026333187,0.001668742,0.054419424,0.0011349404,0.00030338144,0.00046686907,0.014052833,0.022185482,0.042245146,0.03626833,0.8267526,0.00023894853],"about_ca_topic_score_codex":0.007665657,"about_ca_topic_score_gemma":0.008608516,"teacher_disagreement_score":0.038178816,"about_ca_system_score_codex":0.0019215267,"about_ca_system_score_gemma":0.006625227,"threshold_uncertainty_score":0.12772089},"labels":[],"label_agreement":null},{"id":"W4390418933","doi":"10.26740/publika.v11n3.p2351-2364","title":"ANALISIS INOVASI LAYANAN BERBASIS WEBSITE SIPENTOLMANIS (SISTEM PELAYANAN TERPADU ONLINE KECAMATAN JETIS) DI KABUPATEN MOJOKERTO","year":2023,"lang":"id","type":"article","venue":"Publika","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":1,"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":"Business administration; Business","score_opus":0.03835123327060798,"score_gpt":0.2883309242467495,"score_spread":0.24997969097614153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390418933","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":[0.7194816,0.0031862175,0.0027120544,0.0024007992,0.00034310334,0.00034620715,0.0055176183,0.00036336703,0.26564905],"genre_scores_gemma":[0.8465407,0.0028823058,0.002843543,0.0006494859,0.00016101818,0.00029797075,0.004196637,0.00024828114,0.1421801],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756575,0.00041735836,0.00016076594,0.00032002415,0.0011977107,0.0003383244],"domain_scores_gemma":[0.99077016,0.0033189787,0.001307539,0.0005059388,0.0031448598,0.00095252664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017453938,0.00047280014,0.00046412542,0.002855559,0.0017927395,0.00569023,0.0005907847,0.000639818,0.033585295],"category_scores_gemma":[0.006474391,0.00024427753,0.00050219713,0.0033559406,0.0007239556,0.003970059,0.0014625766,0.0016588713,0.010528053],"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":[0.00080550864,0.00087985577,0.5483679,0.0027555018,0.0002421502,0.0019817713,0.05272249,0.00043767897,0.006961443,0.013599974,0.06590535,0.30534047],"study_design_scores_gemma":[0.000017341443,0.00024837995,0.6945952,0.00068547146,0.00013667629,0.00088351074,0.07667613,0.0008886646,0.0034362513,0.0016768837,0.22068341,0.00007193067],"about_ca_topic_score_codex":0.009762109,"about_ca_topic_score_gemma":0.01706931,"teacher_disagreement_score":0.033585295,"about_ca_system_score_codex":0.0014397858,"about_ca_system_score_gemma":0.0019540435,"threshold_uncertainty_score":0.11235398},"labels":[],"label_agreement":null},{"id":"W4391012176","doi":"10.26740/publika.v11n4.p2391-2400","title":"PENGARUH KEMAMPUAN PEMIMPIN KEPALA DESA TERHADAP PENERAPAN GOOD VILLAGE GOVERNANCE DI DESA JEBLOGAN, KECAMATAN PARON, KABUPATEN NGAWI","year":2023,"lang":"en","type":"article","venue":"Publika","topic":"Local Governance and Development","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":"Institute on Governance","funders":"","keywords":"Statistic; Corporate governance; Good governance; Government (linguistics); Value (mathematics); Test (biology); Political science; Business; Public relations; Mathematics; Statistics; Finance","score_opus":0.026735434935591256,"score_gpt":0.2831736646319544,"score_spread":0.25643822969636315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391012176","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":[0.94882745,0.0009154361,0.0015402228,0.00096440857,0.00004308849,0.00011312047,0.00007444689,0.000037717742,0.047484186],"genre_scores_gemma":[0.988025,0.00083073456,0.0012396289,0.00010707576,0.000006468496,0.00005147732,0.000048811802,0.000004559687,0.009686205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997929,0.00007715866,0.000011447924,0.000029554152,0.0000421937,0.0000467391],"domain_scores_gemma":[0.99940765,0.00017232216,0.000114390685,0.00003386132,0.00008226627,0.00018949548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042185327,0.00014673473,0.00012344918,0.00022539507,0.001037218,0.0015103596,0.0001775754,0.00018254858,0.004672082],"category_scores_gemma":[0.00085899147,0.0001355465,0.00006966114,0.00040787063,0.00047449546,0.0006134377,0.00079359376,0.0004298474,0.00049988704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020494699,0.0011574366,0.515411,0.0013848093,0.00006231633,0.008160583,0.03805926,0.0013616137,0.017502718,0.016505867,0.009176529,0.39101297],"study_design_scores_gemma":[0.00004134466,0.0006362452,0.7289439,0.00069030083,0.00007927973,0.0047286577,0.073189035,0.0020389399,0.006463555,0.0045707775,0.17856425,0.000053747503],"about_ca_topic_score_codex":0.0021858364,"about_ca_topic_score_gemma":0.007318842,"teacher_disagreement_score":0.004672082,"about_ca_system_score_codex":0.0005425417,"about_ca_system_score_gemma":0.0019252653,"threshold_uncertainty_score":0.01562965},"labels":[],"label_agreement":null}]}