{"id":"W4414777441","doi":"10.24912/jmts.v8i3.33820","title":"PERENCANAAN SEAWALL MODIFIKASI POLDER BERBASIS SELF-CLOSING FLOOD BARRIER DAN SMART WATER SQUARES PADA KAWASAN PESISIR","year":2025,"lang":"en","type":"article","venue":"JMTS Jurnal Mitra Teknik Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Seawall; Flood myth; Flooding (psychology); Climate change; Resilience (materials science); Runway; Flood mitigation; Flood forecasting","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"],"consensus_categories":[],"category_scores_codex":[0.000940488,0.0006511545,0.0007104261,0.0006137796,0.0007331681,0.0009400003,0.002110968,0.0003328702,0.00009684508],"category_scores_gemma":[0.0001440028,0.0005238403,0.0004231794,0.0007144023,0.0001162829,0.0008980145,0.0005562829,0.0009037884,0.0002350161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003628815,"about_ca_system_score_gemma":0.000474549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008880668,"about_ca_topic_score_gemma":0.0002473132,"domain_scores_codex":[0.9948521,0.0005635004,0.0009483967,0.001232784,0.001063043,0.001340177],"domain_scores_gemma":[0.997216,0.0003225904,0.000228778,0.001373094,0.0003211432,0.0005383436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003041485,0.00389826,0.2344856,0.002824477,0.005078909,0.001759685,0.0864668,0.003660321,0.224442,0.02275071,0.1135653,0.3007638],"study_design_scores_gemma":[0.006461144,0.0005935812,0.09608829,0.001729225,0.0005830604,0.0004549171,0.001789038,0.1981996,0.1506769,0.001268607,0.5380072,0.004148412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584199,0.0007121826,0.01604141,0.005857653,0.003472092,0.0008918057,0.00002313719,0.001341283,0.01324055],"genre_scores_gemma":[0.9802326,0.00001469788,0.01221294,0.0008604261,0.0004900878,0.00006765839,0.00001683119,0.0000660622,0.006038711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4244418,"threshold_uncertainty_score":0.9997213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008733370485823821,"score_gpt":0.2321929134017156,"score_spread":0.2234595429158918,"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."}}