{"id":"W4412077796","doi":"10.22487/peweka.v4i1.46","title":"Analisis Tingkat Risiko Banjir pada Daerah Aliran Sungai (DAS) Bialo Provinsi Sulawesi Selatan","year":2025,"lang":"id","type":"article","venue":"Jurnal PeWeKa Tadulako","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Geography","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":[0.0008330703,0.0004337837,0.0003625897,0.00124264,0.0007485728,0.001278374,0.0004167757,0.0004649613,0.006530813],"category_scores_gemma":[0.001404385,0.0003064151,0.0005902033,0.001785514,0.0005871615,0.0007171551,0.0008066334,0.000602736,0.001035354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009831397,"about_ca_system_score_gemma":0.001262466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04867508,"about_ca_topic_score_gemma":0.1123507,"domain_scores_codex":[0.9994131,0.0001358759,0.0000464491,0.000125737,0.0001766689,0.0001020665],"domain_scores_gemma":[0.9990361,0.0002323473,0.0002350372,0.00007639694,0.0003435167,0.00007663293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000247857,0.0001193608,0.9340296,0.0008275764,0.0003295518,0.0005005017,0.009738168,0.0002963435,0.007492305,0.001306705,0.001889643,0.04322238],"study_design_scores_gemma":[0.000005243437,0.0001648336,0.9710336,0.00012584,0.0001627629,0.000316071,0.01405604,0.0002519884,0.001984207,0.0003360045,0.01154333,0.00002005797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818734,0.002648384,0.001360831,0.0006514424,0.00002855869,0.00009765437,0.002325677,0.00003841728,0.01097553],"genre_scores_gemma":[0.9842254,0.001514302,0.001461788,0.0001787354,0.00001115743,0.00008356772,0.001118247,0.0000130464,0.01139386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04867508,"threshold_uncertainty_score":0.09678352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274062977030164,"score_gpt":0.2799691882599833,"score_spread":0.2672285584896816,"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."}}