{"id":"W4384573865","doi":"10.59697/jsik.v6i2.170","title":"Clustering Peserta Kb Aktif Di Kota Binjai Menggunakan Metode K-Means (Study Kasus BKKBN Kota Binjai)","year":2022,"lang":"id","type":"article","venue":"Jurnal Sistem Informasi Kaputama (JSIK)","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Humanities; Mathematics; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003960034,0.001411876,0.001481345,0.00111258,0.005110311,0.002589833,0.006708572,0.0003006107,0.0003402541],"category_scores_gemma":[0.0003572679,0.001465894,0.0007755223,0.003436912,0.0002468867,0.002348219,0.007677456,0.003521249,0.0006691276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042643,"about_ca_system_score_gemma":0.0009798461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007804683,"about_ca_topic_score_gemma":0.0003061155,"domain_scores_codex":[0.9887991,0.0009694149,0.002885616,0.001991057,0.003005403,0.002349386],"domain_scores_gemma":[0.9922192,0.0006361498,0.001872185,0.003743798,0.0004219582,0.001106683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001505678,0.01392376,0.08554772,0.001798184,0.004787674,0.00155509,0.1453386,0.1669512,0.001818682,0.01997541,0.04288685,0.5139112],"study_design_scores_gemma":[0.003678154,0.002748276,0.02836977,0.0001858474,0.0004232748,0.0009343527,0.007724281,0.3021258,0.00008449344,0.00004605315,0.6516462,0.00203356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7293071,0.00201243,0.08553354,0.01655708,0.01425677,0.007988648,0.000897894,0.003888761,0.1395578],"genre_scores_gemma":[0.9641644,0.00007740382,0.003290676,0.001260662,0.000838213,0.0007876834,0.0003613734,0.0001974652,0.02902206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6087593,"threshold_uncertainty_score":0.9998631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902942766044984,"score_gpt":0.2670985144926001,"score_spread":0.2480690868321502,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}