{"id":"W4410926581","doi":"10.63824/jptsp.v12i1.255","title":"PEMANFAATAN TEKNOLOGI DRONE GUNA MENDUKUNG TUGAS PENYELIDIKAN SATUAN ZENI TNI AD","year":2025,"lang":"id","type":"article","venue":"JURNAL TEKNIK SIPIL PERTAHANAN","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Drone; Political science; Biology","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001280342,0.001301031,0.001304111,0.002324226,0.001534662,0.002459686,0.002021522,0.0006605224,0.005038698],"category_scores_gemma":[0.0005124757,0.00128161,0.0006627613,0.002877147,0.000372879,0.002670815,0.001605972,0.001125285,0.002002944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003809615,"about_ca_system_score_gemma":0.0002048278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00071285,"about_ca_topic_score_gemma":0.001174686,"domain_scores_codex":[0.9937236,0.0001342616,0.001774223,0.001612213,0.00110361,0.001652103],"domain_scores_gemma":[0.9963719,0.0001398108,0.001148782,0.001500087,0.000707778,0.0001316477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006034315,0.001608364,0.01679111,0.003045026,0.001457768,0.0004280847,0.0004434127,0.00008000595,0.004140246,0.06727596,0.8519111,0.05221546],"study_design_scores_gemma":[0.002304479,0.0001628666,0.01266968,0.001423391,0.001298403,0.00001075923,0.001730176,0.005606435,0.001504743,0.004170432,0.9672078,0.001910811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03467234,0.01599143,0.006125577,0.03741216,0.006728757,0.004218218,0.00005142005,0.003424844,0.8913752],"genre_scores_gemma":[0.7139804,0.005158235,0.001529853,0.008888843,0.002020903,0.000156655,0.0004138036,0.0002563758,0.2675949],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6793081,"threshold_uncertainty_score":0.9999741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324877822750638,"score_gpt":0.2459329052268118,"score_spread":0.2326841269993054,"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."}}