{"id":"W3090686477","doi":"10.24036/107296-0934","title":"Evaluasi Tingkat Keterpakaian Koleksi Perpustakaan di Dinas Perpustakaan dan Kearsipan Kota Padang Panjang","year":2019,"lang":"en","type":"article","venue":"Ilmu Informasi Perpustakaan dan Kearsipan","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Library science; Data collection; Computer science; Mathematics; Statistics","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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003380126,0.001627109,0.001616864,0.001234073,0.00111574,0.00164639,0.004667787,0.0007308133,0.0002632703],"category_scores_gemma":[0.001157214,0.001571758,0.0009347975,0.002158348,0.0005406391,0.004572696,0.001728892,0.001958583,0.0008859555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021456,"about_ca_system_score_gemma":0.001791519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003524931,"about_ca_topic_score_gemma":0.0001603245,"domain_scores_codex":[0.9885522,0.0007770936,0.002133244,0.00231951,0.002848884,0.003369045],"domain_scores_gemma":[0.9905779,0.001027029,0.001092581,0.004313989,0.001078009,0.001910441],"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":[0.0002157766,0.0013055,0.2130052,0.0009584859,0.0006730384,0.0002848348,0.06337498,0.0007105573,0.01577978,0.06781275,0.006052264,0.6298268],"study_design_scores_gemma":[0.004563473,0.00128796,0.1744484,0.0008734929,0.0002730572,0.000764905,0.02281011,0.02929777,0.006637257,0.001064626,0.7534801,0.004498793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964815,0.0006174245,0.002891838,0.003195405,0.005185636,0.002210395,0.00004206063,0.001101051,0.01994117],"genre_scores_gemma":[0.9088293,0.0002141827,0.06930469,0.003077757,0.001292594,0.0001533161,0.0002673666,0.0002926051,0.01656816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7474279,"threshold_uncertainty_score":0.999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156270462336434,"score_gpt":0.2828151790823764,"score_spread":0.261252474459012,"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."}}