{"id":"W4285479393","doi":"10.35315/informatika.v13i1.8369","title":"PENERAPAN K-MEANS CLUSTERING PADA PENDAFTARAN ANGGOTA PERPUSTAKAAN DI DINAS KEARSIPAN DAN PERPUSTAKAAN PROVINSI JAWA TENGAH","year":2021,"lang":"id","type":"article","venue":"Jurnal Dinamika Informatika","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Cluster (spacecraft); Humanities; Computer science; Art; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001275949,0.001552776,0.001289685,0.00248994,0.002377444,0.003578977,0.001828021,0.001426315,0.01279609],"category_scores_gemma":[0.003332937,0.0006944772,0.001607086,0.00427933,0.0006542179,0.002272324,0.001657635,0.001680828,0.009960545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002051516,"about_ca_system_score_gemma":0.004088002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05190969,"about_ca_topic_score_gemma":0.07562208,"domain_scores_codex":[0.9983227,0.000237645,0.0001446937,0.0006064532,0.0004421489,0.000246363],"domain_scores_gemma":[0.9982671,0.000319727,0.0001125224,0.0002884845,0.0008885228,0.0001237085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007448849,0.0004322259,0.01702053,0.001067302,0.0003072215,0.0003977733,0.00164652,0.04652665,0.02423167,0.008829214,0.08598725,0.8128088],"study_design_scores_gemma":[0.0001778129,0.0004688246,0.05260983,0.0004388046,0.000317137,0.0007453306,0.005448532,0.513965,0.0619564,0.024085,0.3393112,0.0004762248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1283951,0.002945144,0.7692921,0.004386545,0.002019863,0.001454944,0.01851466,0.02254198,0.05044964],"genre_scores_gemma":[0.2006456,0.002138424,0.6851308,0.0007531692,0.000215181,0.0009239817,0.02360073,0.001758532,0.08483355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05190969,"threshold_uncertainty_score":0.1032151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666440509466701,"score_gpt":0.2542756422225722,"score_spread":0.2376112371279052,"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."}}