Conceptual Physical Design of Bus Rapid Transit (BRT) in Dhaka
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Dhaka, the capital city of Bangladesh, is the largest and most industrialized city with 15 million people. Due to rapid unplanned development, versatile land use, rapid population growth, poor public transport system, and increase of private car users, traffic problems are worsening day by day. The only mass transit is bus, which is insufficient in terms of safety, capacity, comfort, and convenience. Considering the worsening congestion it is high time to develop effective mass transit system such as Bus Rapid Transit (BRT) as a means for achieving sustainable urban transport in the city. In this paper an attempt has been made to propose a conceptual physical structure of BRT for the line3, which starts from Uttara and ends in Ramna covering around 18.5 km. The BRT stations and runways are designed in a way to satisfy the ever-increasing public transport demand of achieving a sustainable urban public transport system.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| 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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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 it