Partisipasi Masyarakat dalam Penanggulangan Banjir di Kecamatan Periuk
Bibliographic record
Abstract
Abstract. Floods are one of the most frequent natural disasters in Indonesia, especially in lowland and urban areas, as is the case in Priuk District, Tangerang City. Physically, this sub-district is a type of lowland, which is crossed by 3 rivers including Kali Sabi, Kali Ledug, and Kali Cirarab, as well as 2 lakes, namely Bulakan and Cangkring. Conditions are one of the factors that cause flooding. The impact of flood events with a height of 5 cm - 2 meters has a detrimental impact on the community. Community participation is a key element in sustainable and effective flood management efforts. The aim of this research is to identify the type and level of community participation in flood management in Periuk District. Through the descriptive analysis method, it was found that flooding occurred in each sub-district with different durations, which resulted in damage to infrastructure, with estimated community losses of IDR 5.6 billion. Communities affected by floods have participated in dealing with floods, with the types of participation carried out being property, energy and social. The level of community participation in dealing with floods in this sub-district includes self-management, consensus-building and manipulation. Based on these findings, it can be concluded that the type of participation carried out by the community in flood areas is property with a consensus-building level of participation. Sub-districts that were not affected by flooding provided participation in the form of personnel, with manipulation of participation levels. This research recommends strengthening community participation mechanisms through inclusive policies and sustainable education to create an environment that is more resilient to flood disasters. Abstrak. Banjir merupakan salah satu bencana alam yang paling sering terjadi di Indonesia, terutama di daerah dataran rendah dan perkotaan, begitu juga halnya dengan Kecamatan Priuk, Kota Tangerang. Secara fisik kecamatan ini merupaka dataran rendah dengan jenis, yang dilewati oleh 3 sungai meliputi Kali Sabi, Kali Ledug, dan Kali Cirarab, serta 2 situ, yaitu Bulakan dan Cangkring. Kondisi salah satu faktor yang menyebabkan terjadinya banjir, Dampak dari kejadian banjir dengan ketinggian 5 cm – 2 mater memberikan dampak kerugian bagi masyarakat. Partisipasi masyarakat merupakan elemen kunci dalam upaya penanggulangan banjir yang berkelanjutan dan efektif. Tujuan dari penelitian ini adalah mengidentifikasi jenis dan tingkat partisipasi masyarakat dalam penanganan banjir di Kecamatan Periuk. Melalui metode analisis deskriptif ditemukan bahwa banjir terjadi disetiap kelurahan dengan durasi yang berbeda-beda, yang memberikan dampak kerusakan infrastruktur, yang diperkirakan kerugian masyarakat adalah sebesar Rp 5,6 Miliar. Masyarakat yang terdampak banjir sudah berpartisipasi untuk menangani banjir, dengan jenis partisipasi yang dilakukan adalah Harta benda, tenaga dan sosial, Tingkat partisipasi masyarakat dalam menangani banjir di kecamatan ini meliputi self-management, consensus-building dan Manipulation. Berdasarkan temuan ini dapat disimpulkan bahwa jenis partisipasi yang dilakukan masyarakat pada kawasan banjir adalah harta benda dengan tingkat partisipasi consensus-building. Kelurahan yang tidak terdampak banjir memberikan partisipasi berupa tenaga , dengan tingkat partisipasi manipulation Penelitian ini merekomendasikan penguatan mekanisme partisipasi masyarakat melalui kebijakan inklusif dan edukasi berkelanjutan guna menciptakan lingkungan yang lebih tangguh terhadap bencana banjir.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.011 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".