{"id":"W4415387591","doi":"10.54082/ijpm.936","title":"Implementasi Sistem Informasi Tata Ruang (Sitaru) untuk Meningkatkan Literasi Tata Ruang Generasi Muda di Kota Bekasi, Jawa Barat","year":2025,"lang":"","type":"article","venue":"Inovasi Jurnal Pengabdian Masyarakat","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Informatics engineering","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":[0.004407118,0.002244737,0.00227131,0.002185803,0.002621613,0.004089507,0.006536846,0.0007910474,0.0005567725],"category_scores_gemma":[0.00121586,0.002347739,0.001233157,0.004620422,0.0007611897,0.004804246,0.003107711,0.003170992,0.0004961519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00236023,"about_ca_system_score_gemma":0.004215298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005523103,"about_ca_topic_score_gemma":0.0007405592,"domain_scores_codex":[0.9846604,0.001601758,0.004321125,0.003088478,0.002589562,0.003738708],"domain_scores_gemma":[0.988673,0.001745982,0.001725665,0.004136252,0.001514917,0.002204213],"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":[0.0003815781,0.001641658,0.09295877,0.001766594,0.001628131,0.0009604843,0.01560811,0.000236652,0.00579589,0.2059637,0.02299119,0.6500673],"study_design_scores_gemma":[0.01036476,0.001609028,0.1869996,0.00546854,0.001525734,0.001651715,0.009606514,0.01939381,0.01602857,0.008101493,0.7324268,0.006823446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7885425,0.02430729,0.07575699,0.02445149,0.03502452,0.005280127,0.0004843295,0.0006288633,0.04552387],"genre_scores_gemma":[0.877081,0.002021085,0.09710597,0.007997736,0.003460828,0.0004431138,0.0004813721,0.000225627,0.01118323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7094356,"threshold_uncertainty_score":0.9991288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02692694085521342,"score_gpt":0.3282664155666585,"score_spread":0.3013394747114451,"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."}}