{"id":"W4410926569","doi":"10.63824/jptsp.v11i2.206","title":"ANALISIS MITIGASI BENCANA ALAM DENGAN PENDEKATAN SISTEM INFORMASI GEOGRAFIS DI MAGELANG","year":2024,"lang":"id","type":"article","venue":"JURNAL TEKNIK SIPIL PERTAHANAN","topic":"Decision Support System Applications","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Business","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":["insufficient_payload"],"category_scores_codex":[0.0018752,0.001118337,0.001136274,0.001790848,0.001426658,0.005678698,0.001683806,0.0004935065,0.007451402],"category_scores_gemma":[0.000359917,0.001031052,0.001086633,0.003162517,0.0002373757,0.004107806,0.0007993518,0.001258058,0.02150514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004249696,"about_ca_system_score_gemma":0.0003811243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054525,"about_ca_topic_score_gemma":0.001763373,"domain_scores_codex":[0.9926113,0.0001047044,0.002271716,0.001445047,0.00204943,0.001517737],"domain_scores_gemma":[0.9961717,0.0004372522,0.0007815903,0.001568287,0.0007276483,0.000313551],"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":[0.0001575965,0.001017421,0.1027285,0.007272522,0.002821277,0.00300559,0.00283084,0.00001980508,0.003261425,0.01779828,0.7880133,0.07107338],"study_design_scores_gemma":[0.0005587409,0.00005046266,0.05461517,0.001352283,0.0009072975,0.0001890945,0.005824063,0.001474098,0.0001508074,0.0002115073,0.9334248,0.001241637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3148279,0.01585954,0.0008312374,0.01003212,0.007509619,0.002963781,0.0002414891,0.001853618,0.6458807],"genre_scores_gemma":[0.9001898,0.000426603,0.00007233554,0.001665423,0.003473738,0.0001886891,0.000522629,0.0002656164,0.09319521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5853618,"threshold_uncertainty_score":0.9998733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920656624538682,"score_gpt":0.2568057621733605,"score_spread":0.2375991959279737,"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."}}