{"id":"W4413370577","doi":"10.62951/router.v3i2.609","title":"Pendeteksian Kebocoran pada Jaringan Pipa Berbasis Internet of Things (IoT) dengan Notifikasi dan Lokalisasi Sumber Kebocoran","year":2025,"lang":"en","type":"article","venue":"Router","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Internet of Things; Computer science; Computer security","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":[0.0004943509,0.0008270639,0.0005844501,0.00083832,0.000984135,0.002608656,0.0006229815,0.0008899117,0.008204962],"category_scores_gemma":[0.0007352302,0.0003724944,0.0004950938,0.0008607899,0.0004473598,0.002383522,0.001347293,0.0008918806,0.003908393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00092911,"about_ca_system_score_gemma":0.002143309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003228268,"about_ca_topic_score_gemma":0.003795103,"domain_scores_codex":[0.99932,0.00006691531,0.0000467416,0.0001650201,0.000300349,0.0001010696],"domain_scores_gemma":[0.9995408,0.00006739099,0.00004863416,0.00004064334,0.0002612407,0.00004137944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007926337,0.0003082975,0.009666321,0.002118512,0.00008966012,0.002272433,0.001556117,0.006311744,0.114121,0.019489,0.01604074,0.8272334],"study_design_scores_gemma":[0.0000995007,0.0008254375,0.02789837,0.0008738302,0.0002824907,0.004199232,0.003695682,0.03103643,0.1462059,0.01062745,0.7739567,0.000299024],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3675769,0.02738491,0.2595236,0.007629979,0.002661683,0.000802434,0.001387308,0.006643919,0.3263892],"genre_scores_gemma":[0.731823,0.01833953,0.1011318,0.001435365,0.0002242639,0.0004081971,0.001369894,0.0004615107,0.1448063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008204962,"threshold_uncertainty_score":0.02744836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007811683498292022,"score_gpt":0.2229192519903641,"score_spread":0.2151075684920721,"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."}}