STRATEGI IMPLEMENTASI KONSEP WATERFRONT CITY KOTA KUPANG
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
Title: Implementation Strategy Of Waterfront Concept In Kupang City The vision of development of Kupang City is to develop is as the Centre of National Activities with sustainable waterfront city concept. It intends to solve problems resulting from the development of Kupang City seashore areas by orienting the development to establish seashore areas as the front gate of the city and avoiding construction of settlement building on riparian zones and seashore areas.bThe relevance of this vision is discussed using qualitative descriptive method based on data of the areas' profiles. The discussion concludes that Kupang City needs Detail Planning on Priority Areas' Spatial for riparian zones and seashore areas with development concept. Keywords: waterfront, sustainable, seashore, development concept
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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 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.010 | 0.006 |
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