{"meta":{"query_hash":"ba45dac3ed1b","filters":{"venue":"DEVICE JOURNAL OF INFORMATION SYSTEM COMPUTER SCIENCE AND INFORMATION TECHNOLOGY"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/ba45dac3ed1b","api":"https://metacan.xera.ac/api/v1/cohort?venue=DEVICE+JOURNAL+OF+INFORMATION+SYSTEM+COMPUTER+SCIENCE+AND+INFORMATION+TECHNOLOGY"},"results":[{"id":"W7115067809","doi":"10.46576/device.v6i2.7432","title":"PENGELOMPOKAN DATA KELUHAN PASIEN PADA LAYANAN RUMAH SAKIT BERDASARKAN KATEGORI MASALAH MENGGUNAKAN METODE CLUSTERING","year":2025,"lang":"","type":"article","venue":"DEVICE JOURNAL OF INFORMATION SYSTEM COMPUTER SCIENCE AND INFORMATION TECHNOLOGY","topic":"Data Mining and Machine Learning Applications","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":"Cluster analysis; Cluster (spacecraft); Statistical analysis; Variance components; Statistical hypothesis testing","score_opus":0.013315561709251376,"score_gpt":0.26801261521997893,"score_spread":0.2546970535107276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115067809","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004516739,0.000263397,0.97922695,0.008215357,0.0031618853,0.0006371079,0.00008302947,0.0003129335,0.003582607],"genre_scores_gemma":[0.8594892,0.0002093839,0.13764325,0.0022691702,0.00020798492,0.000022520446,0.00012405452,0.000011061774,0.000023375207],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9931421,0.00016836773,0.0037092303,0.00051431486,0.0016109312,0.0008550512],"domain_scores_gemma":[0.9895423,0.00016850304,0.003927932,0.0024904925,0.0035193393,0.00035145032],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.007806003,0.00053521653,0.00088563416,0.0060769455,0.0016232249,0.0037361686,0.007821985,0.00038392123,0.000005304641],"category_scores_gemma":[0.00050988153,0.0004923881,0.00010032071,0.006876796,0.0006841347,0.04766516,0.0049681296,0.0010843017,0.00013551724],"study_design_candidate":"design_other","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":[0.000028745368,0.000033250035,0.0005415034,0.0008644572,0.00013496524,0.0000040684604,0.005167791,0.0021583498,0.000027487182,0.06903508,0.004955948,0.91704834],"study_design_scores_gemma":[0.0012647003,0.00035597265,0.001800367,0.0011264425,0.00008763475,0.00084574893,0.004784566,0.793748,0.00023990139,0.00016932821,0.19511376,0.0004635771],"about_ca_topic_score_codex":0.000092147886,"about_ca_topic_score_gemma":0.000010124977,"teacher_disagreement_score":0.9165848,"about_ca_system_score_codex":0.0005415631,"about_ca_system_score_gemma":0.002041534,"threshold_uncertainty_score":0.99975276},"labels":[],"label_agreement":null},{"id":"W7115071877","doi":"10.46576/device.v6i2.7277","title":"PENGCLUSTERAN JENIS USAHA UKM BERDASARKAN PROGRAM BANTUAN DI KOTA BINJAI MENGGUNAKAN ALGORITMA K-MEANS","year":2025,"lang":"","type":"article","venue":"DEVICE JOURNAL OF INFORMATION SYSTEM COMPUTER SCIENCE AND INFORMATION TECHNOLOGY","topic":"Data Mining and Machine Learning Applications","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":"Cluster (spacecraft); Research Object; Cluster development","score_opus":0.006302317644186224,"score_gpt":0.2580249890898697,"score_spread":0.2517226714456835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115071877","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01402949,0.00019917933,0.96891403,0.008677005,0.0026331812,0.0011338333,0.000039403683,0.0004971518,0.0038766947],"genre_scores_gemma":[0.85736805,0.00020805001,0.13988507,0.0022287583,0.00015360945,0.00007809683,0.000037087568,0.000010538445,0.00003073562],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9931616,0.00015365527,0.003726785,0.0004132282,0.0016490552,0.0008956835],"domain_scores_gemma":[0.9894842,0.00015242735,0.0036164133,0.0013202027,0.0050435765,0.00038316328],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00545474,0.000555053,0.00087437336,0.0069996356,0.0018066871,0.0042154402,0.0042914483,0.0004394904,0.0000058901674],"category_scores_gemma":[0.00044719272,0.00050211884,0.00016849127,0.008718262,0.00095673586,0.034472834,0.0017068875,0.0011378144,0.00015912206],"study_design_candidate":"design_other","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":[0.000019598254,0.00007436578,0.00052916806,0.000509277,0.00007803443,0.0000024393992,0.00517082,0.0012162912,0.000013120358,0.07539839,0.0019300036,0.9150585],"study_design_scores_gemma":[0.0014571516,0.00090638065,0.00320808,0.0010310468,0.00007277676,0.0009306157,0.0036507118,0.7779281,0.0002629488,0.00010905931,0.2099892,0.0004539309],"about_ca_topic_score_codex":0.00004133507,"about_ca_topic_score_gemma":0.0000029404325,"teacher_disagreement_score":0.91460454,"about_ca_system_score_codex":0.0005463262,"about_ca_system_score_gemma":0.0019738895,"threshold_uncertainty_score":0.99974304},"labels":[],"label_agreement":null}]}