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Record W2243576255

Environmental Remediation after the Grounding of the Bunga Teratai Satu on Sudbury Reef

2001· article· en· W2243576255 on OpenAlexaboutno aff
Bob Tilbury, Craig Morgan

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEngineering
TopicMarine and Offshore Engineering Studies
Canadian institutionsnot available
Fundersnot available
KeywordsReefEnvironmental remediationEnvironmental scienceRemedial actionOil spillEnvironmental protectionEngineeringFisheryOceanographyContaminationGeologyEcology
DOInot available

Abstract

fetched live from OpenAlex

On the 2nd November 2000, the 22,000 DWT Malaysian container vessel Bunga Teratai Satu ran aground on Sudbury Reef, approximately 40 km east of Cairns. The vessel remained aground for 13 days before it was refloated. Damage to the reef included physical removal of the reef structure in the ship's impact zone and contamination by tributyltin (TBT) based anti-fouling paint dislodged from the hull. The ship's owners, Malaysia International Shipping Corporation, undertook works to remediate the damage caused to the reef, in accordance with criteria provided by the Great Barrier Reef Marine Park Authority (GBRMPA). This paper describes the remediation project and examines both scientific aspects of the remediation and the management model employed, which involved the ship's owners, the owner's site supervisors (WBM), the contractor and GBRMPA. The paper has implications for ports and ship owners regarding responsibility for pollution events.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.301
Threshold uncertainty score0.206

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.004
GPT teacher head0.163
Teacher spread0.159 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2001
Admission routes1
Has abstractyes

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