{"id":"W4381621829","doi":"10.31315/psb.v4i1.8905","title":"Tingkat Kerawanan Banjir di Sebagian Sub-DAS Kedungbener, Kecamatan Alian, Kabupaten Kebumen, Jawa Tengah","year":2023,"lang":"id","type":"article","venue":"Prosiding Seminar Nasional Teknik Lingkungan Kebumian SATU BUMI","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Forestry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.006663891,0.002777029,0.002639075,0.002367444,0.003401041,0.002845659,0.005847416,0.001829599,0.00001300114],"category_scores_gemma":[0.002839326,0.002914304,0.001290031,0.006776558,0.0008867384,0.001884182,0.003319475,0.004148782,0.005604859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604312,"about_ca_system_score_gemma":0.002020845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005896703,"about_ca_topic_score_gemma":0.00008229851,"domain_scores_codex":[0.9806344,0.002009505,0.003403486,0.004958498,0.004182956,0.004811162],"domain_scores_gemma":[0.987794,0.002460636,0.002313322,0.003888633,0.001291473,0.002251876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001553892,0.0005231811,0.002593736,0.001394304,0.0004846125,0.001320629,0.00985045,0.0005475444,0.9391268,0.001442414,0.02631677,0.01624414],"study_design_scores_gemma":[0.00239178,0.0008220185,0.007964849,0.006887643,0.0002796225,0.0006119615,0.001385963,0.0687742,0.8500586,0.0002462076,0.05674835,0.003828842],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562087,0.006930151,0.001339148,0.007166389,0.01578723,0.004728161,0.000421835,0.007042021,0.0003763624],"genre_scores_gemma":[0.9514123,0.0007222373,0.004057133,0.0004246976,0.003905175,0.0003488142,0.0006451293,0.0007990193,0.03768555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08906827,"threshold_uncertainty_score":0.9995314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02904956005064617,"score_gpt":0.2889719810876626,"score_spread":0.2599224210370164,"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."}}