{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"c5cd2510b8fc","filters":{"venue":"Journal of Information System Management (JOISM)"}},"results":[{"id":"W3128647219","doi":"10.24076/joism.2021v3i1.408","title":"PENGEMBANGAN APLIKASI QnA UNTUK PENDAFTARAN MAHASISWA BARU STMIK AKAKOM","year":2021,"lang":"en","type":"article","venue":"Journal of Information System Management (JOISM)","topic":"Edcuational Technology Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Social media; Process (computing); World Wide Web; Data science; Multimedia","retraction":null,"screen_n_in":null,"score":{"opus":0.01066610409866245,"gpt":0.2177448648656499,"spread":0.2070787607669874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001958112,0.0002566898,0.0004916989,0.0009958881,0.0002188608,0.0006291352,0.001538047,0.0001528698,0.00004072525],"category_scores_gemma":[0.00008438119,0.0002353814,0.0002365969,0.001067042,0.00003655527,0.004285213,0.0004503962,0.0003304239,0.0005847132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004487222,"about_ca_system_score_gemma":0.000160815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006905581,"about_ca_topic_score_gemma":0.000003394025,"domain_scores_codex":[0.9959922,0.0002028428,0.001851504,0.0002147394,0.00138106,0.0003576798],"domain_scores_gemma":[0.9962883,0.00008184172,0.00164512,0.00083646,0.0009916711,0.0001566367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003426055,0.0001144876,0.001048749,0.001573012,0.0007613988,0.0005609978,0.002987244,0.00168888,0.0001489391,0.9136477,0.03151302,0.04592138],"study_design_scores_gemma":[0.009814822,0.0008371926,0.0265561,0.003828111,0.0004247801,0.008862589,0.05049316,0.05472805,0.006011343,0.004392421,0.8319113,0.002140179],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01937728,0.0004406121,0.8888248,0.005319992,0.003866328,0.00071276,0.00001110114,0.0004049277,0.08104218],"genre_scores_gemma":[0.9653817,0.00005895472,0.03282486,0.0006090371,0.0001974186,0.0000248082,0.0000140804,0.0000143853,0.0008747077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9460045,"threshold_uncertainty_score":0.9598574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286809494","doi":"10.24076/joism.2022v4i1.766","title":"SIMULASI KONTROL DAN MONITORING RUMAH PINTAR DENGAN TEKNOLOGI INTERNET OF THINGS","year":2022,"lang":"id","type":"article","venue":"Journal of Information System Management (JOISM)","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Physics; Internet of Things; Operating system; Computer science; Embedded system","retraction":null,"screen_n_in":null,"score":{"opus":0.009793037184478057,"gpt":0.2087016150147492,"spread":0.1989085778302711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005407673,0.0004771898,0.001107792,0.001464493,0.0004195758,0.0008093993,0.003208905,0.0001319706,0.00002054823],"category_scores_gemma":[0.00009978743,0.0004548154,0.0005523682,0.0009890115,0.00005612777,0.005288472,0.001353471,0.0009082592,0.0001090107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001898936,"about_ca_system_score_gemma":0.00018809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008685581,"about_ca_topic_score_gemma":8.682482e-7,"domain_scores_codex":[0.9912485,0.0008682691,0.004184127,0.0002830533,0.002773606,0.0006424117],"domain_scores_gemma":[0.9908158,0.0001932459,0.007016735,0.0009097834,0.000845598,0.0002188074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003783406,0.001794365,0.03227985,0.03127612,0.01414569,0.0027788,0.1867783,0.3012761,0.002332374,0.2161911,0.02509837,0.1822655],"study_design_scores_gemma":[0.01769431,0.004871401,0.006801047,0.006907662,0.001033836,0.001943216,0.1256287,0.7167523,0.003668201,0.00007594431,0.1128236,0.001799783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1581421,0.001382476,0.7910999,0.001312864,0.0245099,0.003220984,0.00002108583,0.0003172086,0.01999348],"genre_scores_gemma":[0.9958102,0.00002375967,0.002761585,0.0002637185,0.0003451953,0.00004832369,0.000004720834,0.00002700814,0.0007155587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8376681,"threshold_uncertainty_score":0.9997904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286801124","doi":"10.24076/joism.2022v4i1.768","title":"IMPLEMENTASI OPENSTACK UNTUK INFRASTRUKTUR PRIVATE CLOUD COMPUTING","year":2022,"lang":"id","type":"article","venue":"Journal of Information System Management (JOISM)","topic":"Blockchain Technology in Education and Learning","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Operating system; Cloud computing; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01136916159735249,"gpt":0.246410970981552,"spread":0.2350418093841996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004898031,0.0003643821,0.0006079795,0.001636985,0.001273195,0.0008952557,0.002679006,0.0001052205,0.0003784425],"category_scores_gemma":[0.00005097298,0.0003777202,0.0002639847,0.001621441,0.0000648212,0.002045125,0.002438739,0.001194767,0.0002990798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276846,"about_ca_system_score_gemma":0.0002141995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007520987,"about_ca_topic_score_gemma":3.553337e-7,"domain_scores_codex":[0.9940289,0.0005699864,0.002929794,0.0002535884,0.001592214,0.0006255363],"domain_scores_gemma":[0.9935435,0.0000884874,0.004993122,0.0007332321,0.0004502384,0.0001914115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001524549,0.0003400164,0.005849161,0.002500043,0.001593857,0.0002222656,0.03538633,0.03628279,0.00001529487,0.589844,0.1731964,0.1546173],"study_design_scores_gemma":[0.002661469,0.0005506518,0.002714012,0.0004966618,0.0001410767,0.001113355,0.09106757,0.0355808,0.00006577031,0.0001387816,0.8649564,0.0005134657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1247759,0.0004098485,0.8032882,0.01030709,0.02508567,0.002231118,0.00003038608,0.0004513704,0.03342043],"genre_scores_gemma":[0.9842997,0.00004193769,0.01276338,0.001800096,0.0003406453,0.00002092639,0.00001950593,0.00002082359,0.0006930092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8595238,"threshold_uncertainty_score":0.9998675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}