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Record W2009744779 · doi:10.2118/126333-ms

Offshore Drill Cuttings Treatment Technology Evaluation

2010· article· en· W2009744779 on OpenAlexaffabout
M. E. Charles, Stephen D. Sayle

Bibliographic record

VenueSPE International Conference on Health, Safety and Environment in Oil and Gas Exploration and Production · 2010
Typearticle
Languageen
FieldEngineering
TopicMarine and Offshore Engineering Studies
Canadian institutionsStantec (Canada)
Fundersnot available
KeywordsDrill cuttingsCuttingSubmarine pipelineDrillingDrillBenthic zoneEnvironmental scienceShoreDrilling fluidMarine engineeringEngineeringGeologyOceanographyMechanical engineeringBiology

Abstract

fetched live from OpenAlex

Abstract In Atlantic Canada, the target limit for discharge of synthetic based muds (SBM's) on cuttings is 6.9% synthetic on cuttings (%SOC). Controlling SOC is achieved by a combination of methods ranging from re-injection, on-platform treatment systems, or ship-to-shore systems. This study examined the effectiveness of drill mud cuttings treatment systems on off-shore platforms, and summarizes the results of various environmental effects monitoring studies between the period 2002 to 2008. The study concluded that technologies available for the treatment of drill cuttings has remained essentially unchanged since 2002, with the exception of advances in cuttings dryers and thermal desorption technologies. Performance of offshore treatment systems for SBM drill cuttings from 2002 to 2007 rarely achieved the 6.9% SOC concentration on a "per well" basis, based on the information reviewed. These results are consistent with the USEPA findings in 2000 that also reviewed data from Canada. In addition to review of technology effectiveness, the study also reviewed the outcomes of various environmental effects monitoring programs since 2002. The environmental effects on benthic communities from SBM drill cuttings discharge appear to be generally limited to within 500 meters of the discharge point for exploration drilling. Where SBMs were used, studies typically indicate that benthic recovery commences within several years after drilling.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.101
Threshold uncertainty score0.200

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.029
GPT teacher head0.263
Teacher spread0.234 · 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 source (direct Gemma or distilled Codex), 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

Citations10
Published2010
Admission routes2
Has abstractyes

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