{"meta":{"query_hash":"1cf2a3de4288","filters":{"venue":"Indonesian Journal of Science Technology and Humanities"},"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/1cf2a3de4288","api":"https://metacan.xera.ac/api/v1/cohort?venue=Indonesian+Journal+of+Science+Technology+and+Humanities"},"results":[{"id":"W4391895329","doi":"10.60076/ijstech.v1i2.120","title":"Selection of Herbal Plants to Increase the Human Body's Immunity Using the Weighted Product Method","year":2023,"lang":"en","type":"article","venue":"Indonesian Journal of Science Technology and Humanities","topic":"Medicinal Plant Research","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Selection (genetic algorithm); Traditional medicine; Immunity; Product (mathematics); Biology; Biotechnology; Computer science; Medicine; Mathematics; Artificial intelligence; Immunology; Immune system","score_opus":0.05706109357305137,"score_gpt":0.31778077514117364,"score_spread":0.26071968156812225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391895329","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":[0.9968024,0.000088536966,0.000009774985,0.0026638333,0.00006402774,0.00013822613,0.0000038988,0.000022079748,0.0002072572],"genre_scores_gemma":[0.9996276,0.000024627616,0.000106198895,0.0000469501,0.00011414333,0.0000024039655,5.8713795e-7,5.931384e-7,0.00007687867],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99878424,0.00015056164,0.00026348446,0.00012223821,0.000418952,0.00026051333],"domain_scores_gemma":[0.99924743,0.00022471952,0.00019781766,0.00006486556,0.00021797788,0.00004716893],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034158865,0.00007923131,0.0001630932,0.00037279684,0.0015777113,0.000060174974,0.0007942302,0.000046964797,0.000027608232],"category_scores_gemma":[0.00019375919,0.00002358995,0.000028072078,0.0020531104,0.0020962164,0.00018441286,0.00016615722,0.00038968053,0.0000012909728],"study_design_candidate":"bench_or_experimental","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":[0.000046219197,0.000025184467,0.0151603315,0.000007720902,0.000014316196,0.000016632572,0.00079858163,0.0000026444861,0.96881706,0.005869048,0.00014949575,0.009092769],"study_design_scores_gemma":[0.0003735489,0.0021438487,0.5536185,0.00029634166,0.000055838987,0.0030352264,0.061814804,0.00033040703,0.3547521,0.020727804,0.0025665679,0.0002850115],"about_ca_topic_score_codex":0.0002508336,"about_ca_topic_score_gemma":0.00017587701,"teacher_disagreement_score":0.614065,"about_ca_system_score_codex":0.000022940483,"about_ca_system_score_gemma":0.00005413338,"threshold_uncertainty_score":0.9997221},"labels":[],"label_agreement":null},{"id":"W4404772004","doi":"10.60076/ijstech.v2i2.740","title":"Rancang Bangun Prototype Alat Smart Parkir Memonitoring Tempat Parkir Kosong Secara Real Time Menggunakan Internet of Things","year":2024,"lang":"id","type":"article","venue":"Indonesian Journal of Science Technology and Humanities","topic":"Multimedia Learning Systems","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":"Kootenay Association for Science & Technology","funders":"","keywords":"The Internet; Aeronautics; Physics; Computer science; Computer graphics (images); Engineering; Operating system","score_opus":0.015228847846670184,"score_gpt":0.24747464178389988,"score_spread":0.2322457939372297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404772004","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":[0.9857584,0.0050026323,0.0010873057,0.00084240903,0.0036650593,0.00057807605,0.0000028872748,0.00025245958,0.0028107748],"genre_scores_gemma":[0.99527514,0.00022177614,0.0023515401,0.000020309835,0.00039852998,0.000016617467,4.36137e-7,0.000034418426,0.0016812194],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99574333,0.00022803282,0.0013707294,0.0007131709,0.0011231111,0.0008215959],"domain_scores_gemma":[0.9972569,0.000315227,0.0010190438,0.00054382195,0.0006645244,0.0002004859],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0040563326,0.00045344216,0.0009168923,0.0043536415,0.00063858286,0.0008925929,0.0025382668,0.00038790144,0.000053691823],"category_scores_gemma":[0.00022836622,0.00039242892,0.00018086366,0.0022340175,0.006007191,0.0029514204,0.00062155904,0.001477312,0.000041892043],"study_design_candidate":"qualitative","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":[0.00055931933,0.00048468917,0.12450736,0.004437171,0.0012982799,0.004043335,0.46002233,0.00005734997,0.12631449,0.10931352,0.0011844954,0.16777767],"study_design_scores_gemma":[0.009485574,0.023891171,0.06582089,0.07333769,0.0014570644,0.028175155,0.13674667,0.13427126,0.4554501,0.019972373,0.043839104,0.0075529735],"about_ca_topic_score_codex":0.00010396984,"about_ca_topic_score_gemma":0.000008849899,"teacher_disagreement_score":0.32913557,"about_ca_system_score_codex":0.00022932388,"about_ca_system_score_gemma":0.00087874196,"threshold_uncertainty_score":0.9998528},"labels":[],"label_agreement":null},{"id":"W4404772032","doi":"10.60076/ijstech.v1i3.259","title":"Pemilihan Tanaman Herbal Untuk Meningkatkan Imun Tubuh Manusia Menggunakan Metode Weighted Product","year":2024,"lang":"id","type":"article","venue":"Indonesian Journal of Science Technology and Humanities","topic":"Agricultural and Biological Research","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Traditional medicine; Botany; Biology; Medicine","score_opus":0.027525469326327896,"score_gpt":0.2591419573549855,"score_spread":0.2316164880286576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404772032","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":[0.95966583,0.017563714,0.0000043339887,0.018144105,0.00093902275,0.00031128555,0.00002418607,0.0001453071,0.0032022076],"genre_scores_gemma":[0.9917322,0.0019022364,0.000117900745,0.0001084518,0.0011527758,0.000009847873,0.0000051771895,0.0000045043475,0.0049669254],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99583185,0.000174506,0.0009591234,0.00084823626,0.0010283042,0.0011579916],"domain_scores_gemma":[0.9982095,0.00023724907,0.00037636838,0.00015017636,0.00069908035,0.00032764074],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0022625125,0.00050567964,0.00074097625,0.00079015316,0.0020837048,0.0009628014,0.0017990972,0.00040888123,0.0005806292],"category_scores_gemma":[0.00021434051,0.00019060932,0.00024084808,0.0040540225,0.010698212,0.0011674183,0.0005769081,0.0015370192,0.00005624886],"study_design_candidate":"bench_or_experimental","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":[0.00036307427,0.00046986443,0.010839974,0.0003453142,0.00038989968,0.0017513756,0.00360997,9.732511e-7,0.6298744,0.15475634,0.003123241,0.19447559],"study_design_scores_gemma":[0.0019195295,0.023928946,0.2249336,0.0047537307,0.0008629767,0.010310191,0.13070792,0.00029198118,0.18368742,0.11934813,0.29497543,0.004280159],"about_ca_topic_score_codex":0.00004296844,"about_ca_topic_score_gemma":0.00010031529,"teacher_disagreement_score":0.44618696,"about_ca_system_score_codex":0.0001719245,"about_ca_system_score_gemma":0.00021824654,"threshold_uncertainty_score":0.9992154},"labels":[],"label_agreement":null},{"id":"W4407899307","doi":"10.60076/ijstech.v2i3.848","title":"Rancang Bangun Inkubator Penetasan Telur Bebek Berbasis Internet of Things (IoT)","year":2025,"lang":"id","type":"article","venue":"Indonesian Journal of Science Technology and Humanities","topic":"Multimedia Learning Systems","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Internet of Things; Computer science; Internet privacy","score_opus":0.012259403944649151,"score_gpt":0.24113756954243315,"score_spread":0.228878165597784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407899307","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":[0.97625345,0.006674232,0.008063358,0.0026266964,0.0023130202,0.00025379032,0.0000021912122,0.000081454484,0.0037318335],"genre_scores_gemma":[0.990393,0.000103157116,0.0063955486,0.00020488373,0.000088794106,0.0000049662403,1.7215008e-7,0.000012565712,0.0027969484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9966365,0.00016723617,0.0013043103,0.0005127378,0.0007615892,0.0006176412],"domain_scores_gemma":[0.9966826,0.00026310864,0.0014461891,0.00054828863,0.0009342128,0.00012560192],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002768461,0.0003362178,0.00086358044,0.006477463,0.0006585059,0.00040935146,0.0033889227,0.00032850276,0.00004302955],"category_scores_gemma":[0.00059076544,0.00030379297,0.00014935539,0.0028871407,0.010147515,0.0013899496,0.0007651797,0.0011098708,0.000010267172],"study_design_candidate":"theoretical_or_conceptual","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":[0.00021886069,0.0004643824,0.17812583,0.0013076403,0.00061157095,0.0005495827,0.11052063,0.000027940192,0.02190375,0.5016994,0.0020116176,0.1825588],"study_design_scores_gemma":[0.016623527,0.011151448,0.23948759,0.031583287,0.0014161308,0.009170619,0.17638953,0.023918081,0.3549984,0.05666857,0.07374967,0.004843152],"about_ca_topic_score_codex":0.00008365188,"about_ca_topic_score_gemma":0.00001981341,"teacher_disagreement_score":0.44503084,"about_ca_system_score_codex":0.00015210363,"about_ca_system_score_gemma":0.001105403,"threshold_uncertainty_score":0.9999414},"labels":[],"label_agreement":null},{"id":"W4407899308","doi":"10.60076/ijstech.v2i3.1048","title":"Pengenalan Pola Pada Daun Sirih Menggunakan Metode Backpropagation","year":2025,"lang":"id","type":"article","venue":"Indonesian Journal of Science Technology and Humanities","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Backpropagation; Computer science; Artificial intelligence; Artificial neural network","score_opus":0.013060787979636227,"score_gpt":0.23472181795253122,"score_spread":0.221661029972895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407899308","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":[0.6071533,0.010184839,0.01864478,0.03229739,0.0038779683,0.0014441742,0.0000071477066,0.0006823185,0.32570806],"genre_scores_gemma":[0.99051875,0.0005755493,0.0009794808,0.00094257493,0.00034427783,0.000007849244,0.000002690061,0.000016576414,0.0066122725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978502,0.00002623215,0.0008226262,0.0003522322,0.00048531723,0.0004634326],"domain_scores_gemma":[0.99766713,0.000041361625,0.0009759953,0.0002823011,0.0010086617,0.000024568362],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0017002914,0.00030352324,0.00046360373,0.008733651,0.0015473176,0.0010727426,0.0011040464,0.0002081592,0.00030343974],"category_scores_gemma":[0.00021928805,0.0002783704,0.000091697875,0.0032577778,0.0038765788,0.003204725,0.00047720972,0.00051683263,0.000021795537],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000983104,0.00017957858,0.019988853,0.00067581906,0.00016317226,0.00007858435,0.0006367378,0.000009530867,0.0018543038,0.956592,0.007276955,0.012446152],"study_design_scores_gemma":[0.006211907,0.0010943761,0.04429194,0.0053177136,0.0022643756,0.00022573571,0.09154186,0.0026125018,0.029035356,0.39933094,0.4151791,0.0028941922],"about_ca_topic_score_codex":0.000022956068,"about_ca_topic_score_gemma":0.00003295705,"teacher_disagreement_score":0.55726105,"about_ca_system_score_codex":0.00008482525,"about_ca_system_score_gemma":0.00019435692,"threshold_uncertainty_score":0.99996686},"labels":[],"label_agreement":null},{"id":"W4415565435","doi":"10.60076/ijstech.v3i2.1162","title":"Adaptive Business Analysis Methodologies; Enabling Agile Transformation in Complex Enterprises","year":2025,"lang":"","type":"article","venue":"Indonesian Journal of Science Technology and Humanities","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","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":"Regional Municipality of Niagara","funders":"","keywords":"Agile software development; Agile Unified Process; Business intelligence; Agile usability engineering; Business analytics; Stakeholder; Business process modeling; Business process; Analytics","score_opus":0.049924076000351945,"score_gpt":0.29927315502870244,"score_spread":0.2493490790283505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415565435","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":[0.8210173,0.0041278414,0.15788937,0.0064686025,0.0012163406,0.00048813084,0.00000909072,0.00009294175,0.008690391],"genre_scores_gemma":[0.9975545,0.00051668554,0.0013043911,0.0003640102,0.00011217592,0.000010903924,0.0000023262298,0.000008520692,0.00012648113],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9972278,0.00007221969,0.0013692182,0.0003776414,0.0004701518,0.00048300458],"domain_scores_gemma":[0.9960996,0.00022054018,0.0011867547,0.00024997984,0.0022249983,0.000018128556],"candidate_categories":["metaepi_narrow","bibliometrics","sts"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0026493878,0.00031388423,0.00084424485,0.028488666,0.0011354202,0.00096079207,0.0010709814,0.00021000301,0.00014170985],"category_scores_gemma":[0.0008396688,0.00030029617,0.0001287012,0.023018941,0.0051357956,0.0049886536,0.00032377307,0.00054843817,0.0000035194048],"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":[0.00127455,0.00054569,0.309093,0.0010768874,0.0013622118,0.00019581242,0.010195902,0.00763372,0.0053082122,0.607863,0.00033328004,0.05511773],"study_design_scores_gemma":[0.005738334,0.00038126166,0.4509252,0.0031602134,0.00396225,0.00010067012,0.380697,0.014780312,0.0030227264,0.120522745,0.015134829,0.0015744537],"about_ca_topic_score_codex":0.00006492029,"about_ca_topic_score_gemma":0.0003265911,"teacher_disagreement_score":0.48734027,"about_ca_system_score_codex":0.00019062463,"about_ca_system_score_gemma":0.0003997273,"threshold_uncertainty_score":0.9999449},"labels":[],"label_agreement":null},{"id":"W4415724485","doi":"10.60076/ijstech.v3i2.1555","title":"Penerapan Sistem Pendukung Keputusan Dengan Metode Fuzzy AHP Untuk Penentuan Kriteria Prioritas Pelayanan Dikementrian Agama Kota Binjai","year":2025,"lang":"","type":"article","venue":"Indonesian Journal of Science Technology and Humanities","topic":"Consumer Behavior and Marketing Influence","field":"Business, Management and Accounting","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Fuzzy logic; Fuzzy set; Analytic hierarchy process","score_opus":0.015451774409972505,"score_gpt":0.25122232505162345,"score_spread":0.23577055064165095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415724485","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":[0.97731644,0.006939777,0.00006597123,0.003271795,0.0031006539,0.0004798402,0.000007521246,0.00012559428,0.008692416],"genre_scores_gemma":[0.99650943,0.00060806057,0.00028589225,0.00048347426,0.00042830978,0.0000143114585,0.0000027098379,0.000038238068,0.0016295831],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9949784,0.00010102579,0.0018304206,0.0008811357,0.00093832036,0.0012706857],"domain_scores_gemma":[0.9958081,0.00013849352,0.0017677947,0.0007234742,0.0014585932,0.00010351726],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.003792397,0.00071869185,0.0011067826,0.009842224,0.004168859,0.0030158965,0.0025370333,0.00039701315,0.00028334666],"category_scores_gemma":[0.00050263904,0.0007038148,0.00027281567,0.004309333,0.008231902,0.004612994,0.0012113325,0.0012492484,0.000021147767],"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":[0.00047187507,0.00055264897,0.44300485,0.000894706,0.00036398158,0.0005785541,0.0017150817,0.0000062448185,0.034645498,0.46926436,0.00063351693,0.04786869],"study_design_scores_gemma":[0.010360826,0.00095061114,0.6477246,0.0076906905,0.004672331,0.0012551348,0.094883,0.00022213982,0.009038992,0.033281006,0.1861472,0.0037734255],"about_ca_topic_score_codex":0.00011854268,"about_ca_topic_score_gemma":0.00023981258,"teacher_disagreement_score":0.43598333,"about_ca_system_score_codex":0.00026592912,"about_ca_system_score_gemma":0.0007505881,"threshold_uncertainty_score":0.9995413},"labels":[],"label_agreement":null}]}