{"meta":{"query_hash":"6c43fca4e127","filters":{"venue":"Media Informasi Penelitian Kabupaten Semarang"},"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/6c43fca4e127","api":"https://metacan.xera.ac/api/v1/cohort?venue=Media+Informasi+Penelitian+Kabupaten+Semarang"},"results":[{"id":"W4409663432","doi":"10.55606/sinov.v6i2.835","title":"Analisis Minat Menjadi Petani dan Pemahaman Ilmu Pertanian di Kalangan Pelajar dan Mahasiswa di Kabupaten Semarang","year":2024,"lang":"en","type":"article","venue":"Media Informasi Penelitian Kabupaten Semarang","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":"Humanities; Art","score_opus":0.015090954565939277,"score_gpt":0.2046420991219885,"score_spread":0.1895511445560492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409663432","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":[0.98312956,0.00093151454,0.00032637737,0.0004155888,0.00003474105,0.00005942402,0.00045730686,0.000016546825,0.01462897],"genre_scores_gemma":[0.9916978,0.0010747209,0.00057286856,0.00011044411,0.000013614149,0.00006950195,0.00028197296,0.000011659521,0.0061674165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932194,0.00020517681,0.00007001518,0.000094534684,0.00021015704,0.00009812612],"domain_scores_gemma":[0.9982657,0.0008779803,0.00030112223,0.00004737866,0.00037325532,0.00013458237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009888734,0.00024430035,0.00027219948,0.0013007028,0.0007657752,0.0012036872,0.00036878244,0.00031319007,0.008209484],"category_scores_gemma":[0.0021177642,0.0001410756,0.00025851143,0.0018024242,0.0006159437,0.00087902223,0.0006576427,0.00062611717,0.0009701516],"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":[0.00039414634,0.00055391435,0.6862105,0.0017475608,0.00013005875,0.0040642647,0.15092131,0.0002855689,0.0065467446,0.0038065724,0.00797124,0.13736802],"study_design_scores_gemma":[0.000006163724,0.0002125702,0.71592474,0.0004792235,0.00007223321,0.0015932294,0.24388884,0.00046867353,0.001976178,0.0005205699,0.03482867,0.000028902417],"about_ca_topic_score_codex":0.004444133,"about_ca_topic_score_gemma":0.0074019386,"teacher_disagreement_score":0.008209484,"about_ca_system_score_codex":0.0006218087,"about_ca_system_score_gemma":0.00077694317,"threshold_uncertainty_score":0.027463496},"labels":[],"label_agreement":null},{"id":"W7125380080","doi":"10.55606/sinov.v6i1.806","title":"Pengembangan Layanan Perpustakaan Daerah Kabupaten Semarang Berdasarkan Preferensi Masyarakat","year":2024,"lang":"","type":"article","venue":"Media Informasi Penelitian Kabupaten Semarang","topic":"Educational Methods and Media Use","field":"Computer 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":"Encana (Canada)","funders":"","keywords":"Nonprobability sampling; Service (business); Quality (philosophy); Service quality; Data collection; Order (exchange); Variety (cybernetics)","score_opus":0.041254085312731,"score_gpt":0.2911477339571524,"score_spread":0.24989364864442137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125380080","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":[0.5357526,0.018400589,0.008736611,0.00719181,0.0012669367,0.00026678544,0.0007682469,0.0004549664,0.4271615],"genre_scores_gemma":[0.77316624,0.015836714,0.016361255,0.0015402096,0.00022232796,0.00023529903,0.00097041886,0.00024791955,0.19141957],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996567,0.000079268175,0.000024443307,0.00006786137,0.00009386336,0.00007791779],"domain_scores_gemma":[0.99946874,0.00016326872,0.00005931987,0.00003180116,0.00017406937,0.0001028001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007585858,0.00060184684,0.00044063924,0.0006846289,0.002438342,0.0027559197,0.0005185377,0.000659082,0.037867766],"category_scores_gemma":[0.0011374457,0.00032999663,0.00035801672,0.0011354121,0.0006254075,0.002784029,0.0014122556,0.0010623665,0.007442572],"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":[0.0010998996,0.00079752156,0.060433194,0.003940658,0.00013291251,0.009105958,0.03347381,0.0011280618,0.029409634,0.04322866,0.044768997,0.7724808],"study_design_scores_gemma":[0.000049571474,0.0003242488,0.063509546,0.0011740563,0.00014483156,0.0052080327,0.037926443,0.00094932335,0.008034003,0.0061177993,0.8764439,0.000118174146],"about_ca_topic_score_codex":0.0039975718,"about_ca_topic_score_gemma":0.013791908,"teacher_disagreement_score":0.037867766,"about_ca_system_score_codex":0.0011773311,"about_ca_system_score_gemma":0.0029128664,"threshold_uncertainty_score":0.12668025},"labels":[],"label_agreement":null},{"id":"W7125383035","doi":"10.55606/sinov.v6i1.805","title":"Pengembangan Kecamatan Tengaran Berkelanjutan dengan Pendekatan Urban Fringe Development dan Sustainable Small Town Planning","year":2024,"lang":"","type":"article","venue":"Media Informasi Penelitian Kabupaten Semarang","topic":"Architectural and Urban Studies","field":"Arts and Humanities","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":"Sustainable development; Urban planning; Local Development; Division (mathematics); Data collection; Regional planning; Sustainability","score_opus":0.03859771207676379,"score_gpt":0.23198114498365865,"score_spread":0.19338343290689486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125383035","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":[0.6125906,0.0094508445,0.0032207482,0.0029597923,0.00033859687,0.00024364205,0.0006219149,0.00020093369,0.37037292],"genre_scores_gemma":[0.9048481,0.0067681815,0.004577214,0.00037613956,0.00004125813,0.00014644292,0.0005331055,0.000044043118,0.0826656],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997936,0.000040989824,0.000009867568,0.00003581489,0.000047299192,0.00007245522],"domain_scores_gemma":[0.9998697,0.000034982062,0.000015371534,0.00001337998,0.00003699782,0.000029575936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036540622,0.0005887642,0.00025663472,0.0007290182,0.0024271968,0.0027477487,0.00058385363,0.0004244381,0.013534956],"category_scores_gemma":[0.00030968295,0.0002510642,0.00017071285,0.0013398769,0.001148692,0.0010180242,0.0015790609,0.00074662996,0.0018964697],"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":[0.0004109948,0.0003895639,0.07392965,0.0023089605,0.00007374404,0.008098798,0.07018229,0.0027406123,0.019733172,0.12242028,0.021545343,0.6781665],"study_design_scores_gemma":[0.00004053443,0.00025362434,0.16889006,0.0013250045,0.00009739768,0.0033337846,0.11605465,0.00091568107,0.005809069,0.011658361,0.69151455,0.00010721472],"about_ca_topic_score_codex":0.01410529,"about_ca_topic_score_gemma":0.05951727,"teacher_disagreement_score":0.01410529,"about_ca_system_score_codex":0.0024682612,"about_ca_system_score_gemma":0.0036889515,"threshold_uncertainty_score":0.045278966},"labels":[],"label_agreement":null},{"id":"W7125414406","doi":"10.55606/sinov.v6i2.826","title":"Manajemen Pelayanan Kemanusiaan Merespon Fenomena Masalah Sosial Perlakuan Salah terhadap Anak (PSTA)","year":2024,"lang":"","type":"article","venue":"Media Informasi Penelitian Kabupaten Semarang","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":"Encana (Canada)","funders":"","keywords":"Snowball sampling; Data collection; Sample (material); Qualitative research; Intervention (counseling); Qualitative property; Clearance; Poverty","score_opus":0.021252612809834058,"score_gpt":0.27139488697613756,"score_spread":0.2501422741663035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125414406","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":[0.9301001,0.0026144122,0.0020479183,0.004273931,0.00019251306,0.00009089051,0.000119168246,0.00004696802,0.060514104],"genre_scores_gemma":[0.9779816,0.0019337367,0.0012489881,0.0004480667,0.00002597767,0.00005382128,0.00006534211,0.000015596584,0.018226773],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996625,0.00011784968,0.000020834383,0.00004636022,0.000067629764,0.0000847251],"domain_scores_gemma":[0.9996189,0.000104890496,0.00009800207,0.000028292723,0.00006388347,0.00008611698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005043059,0.00021675497,0.00018746109,0.00030747004,0.003588873,0.0009522603,0.00028986996,0.0004282748,0.009300075],"category_scores_gemma":[0.00080459594,0.00014532448,0.00016327466,0.00049003155,0.0012183471,0.0007146138,0.0013677588,0.0007608754,0.0007165099],"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":[0.00020513654,0.0005304093,0.21707833,0.0019652236,0.00008137178,0.04411269,0.3002127,0.0006027447,0.01814021,0.048623558,0.032362334,0.33608532],"study_design_scores_gemma":[0.000020311883,0.00036845496,0.1614522,0.0011925321,0.00008521915,0.02164889,0.32079685,0.000476958,0.006728836,0.0063901385,0.48078626,0.000053167245],"about_ca_topic_score_codex":0.0037729158,"about_ca_topic_score_gemma":0.011789215,"teacher_disagreement_score":0.009300075,"about_ca_system_score_codex":0.0010528042,"about_ca_system_score_gemma":0.0020554555,"threshold_uncertainty_score":0.031111896},"labels":[],"label_agreement":null}]}