{"id":"W4415119983","doi":"10.63824/jptsp.v12i2.325","title":"PERAN DANTON LAPANGAN DALAM PEMELIHARAAN FUNGSIONAL ATAP PADA BANGUNAN RUMAH DINAS PRAJURIT YONZIPUR 9/LLB GUNA MENDUKUNG TUGAS POKOK SATUAN","year":2025,"lang":"id","type":"article","venue":"JURNAL TEKNIK SIPIL PERTAHANAN","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"","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":[0.0004980967,0.0006328009,0.0008610885,0.000735433,0.0007915655,0.00180666,0.0003950628,0.0007406779,0.02535637],"category_scores_gemma":[0.000786091,0.0003222395,0.0009975429,0.0003816836,0.0005588138,0.001017624,0.001231269,0.00183737,0.006134585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006485268,"about_ca_system_score_gemma":0.001174258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483343,"about_ca_topic_score_gemma":0.00326089,"domain_scores_codex":[0.9994609,0.00009862483,0.00004334147,0.00008158076,0.0001840893,0.0001314245],"domain_scores_gemma":[0.9995814,0.0001051535,0.00006562695,0.00004362626,0.00009809077,0.0001060719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003797296,0.0009108844,0.01156472,0.002947446,0.0002411742,0.004559591,0.001109626,0.0005482815,0.4491867,0.004305287,0.009787071,0.511042],"study_design_scores_gemma":[0.000416836,0.009788796,0.06253832,0.001394708,0.0005640493,0.03605083,0.003608792,0.002971686,0.3571792,0.004649524,0.5206262,0.0002110305],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6403434,0.08241504,0.05721722,0.009091259,0.003148343,0.001077697,0.001756605,0.002496473,0.2024539],"genre_scores_gemma":[0.7477119,0.03122406,0.03768161,0.003252237,0.0007132345,0.0005773553,0.001811251,0.0005464336,0.1764819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02535637,"threshold_uncertainty_score":0.08482558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007691025341600657,"score_gpt":0.225435603444919,"score_spread":0.2177445781033183,"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."}}