Assessment of Selected On-Board Ballast Water Treatment Systems in Terms of Technical and Operational Parameters
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
Abstract The BWM Convention (Ballast Water Management Convention) will enter into force on 8 September 2017. This document is a response to a very significant problem such as sea water pollution. Due to the Convention, a huge number of companies will be forced to analyze the matter and implement the required provisions. They shall also assess the technologies applied and the fixed systems for ballast water treatment as well as set the requirements in relation to the selection and installation of same at ships. The paper presents the currently applicable regulations and the review of the technologies used for ballast water treatment. There are 5 ballast water treatment systems described herein that are offered by the top producers. The paper includes also the technical and operational parameters of the systems in question. The analysis shall allow for an assessment that may be valuable during the selection process.
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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) | 0.000 | 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