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Record W2039345982 · doi:10.7901/2169-3358-2014.1.1846

CAN OIL SPILL RESPONSE PLANS BE FUNCTIONAL AND REGULATORY COMPLIANT?

2014· article· en· W2039345982 on OpenAlexaff
Martin Cramer, Bridget O’Farrell-Villareal, Guy Miller, Niell Irvin, Phil Smith, Dennis L. Johnson, Earnest Bush, Patricia Clark, Leo Ambrosi, Jennifer Johnson, William McCarson

Bibliographic record

VenueInternational Oil Spill Conference Proceedings · 2014
Typearticle
Languageen
FieldEnvironmental Science
TopicOil Spill Detection and Mitigation
Canadian institutionsNexen (Canada)ConocoPhillips (Canada)
Fundersnot available
KeywordsWorkgroupOil spillComputer scienceIncident responseTask (project management)Task forcePlan (archaeology)Event (particle physics)Disaster responseOperations researchBusinessRisk analysis (engineering)Environmental scienceEngineeringEmergency managementComputer securityPolitical scienceEnvironmental protectionGeography

Abstract

fetched live from OpenAlex

ABSTRACT In the event of an oil spill, rapid and effective response actions are the key to minimizing impacts to the environment and local communities. Consequently, oil spill response plans (OSRPs) should be prepared in a user friendly format that maximizes access to crucial information and focuses on the critical first few hours or days of a response. While existing OSRPs are generally adequate, they typically are not organized logically and contain fairly general information that focuses on the overall response rather than the initial stages. For many plan holders the primary, or in some cases the only, objective when preparing OSRPs is obtaining regulatory approval and believe there is little latitude in deviating from the format or content of previously approved plans to make them more functional. Following the 2010 Macondo incident in the Gulf of Mexico, the American Petroleum Institute (API) sponsored Joint Industry Task Force (JITF) identified the need to enhance the usefulness of OSRPs. A workgroup was convened consisting of representatives from integrated and independent oil companies and spill response planning consultants to develop a guidance document for preparing OSRPs that are highly functional and regulatory compliant. The JITF guidance document includes a detailed OSRP outline that provides the intended purpose and recommended content and format for each section. The primary features include:Information presented in the general order required when responding to an oil spillFocus is on the first 24 hours when guidance is needed the mostKey information is provided in tabular or graphical formats at the front of each sectionInitial responder health and safety issues are addressed that are often missing in OSRPsSimilar information is located in the same section to avoid searching multiple sectionsMore expansive and detailed information, response guidance and specific cleanup strategies are referenced, as appropriate, in other documents The guidelines were designed to be Gulf of Mexico centric with the concepts being applicable to all industry sectors and regions of the world. Similar to the Integrated Contingency Plan concept developed in 1996, they can be adapted to comply with multiple oil spill planning regulations. They were, however, designed specifically to comply with the Bureau of Safety and Environmental Enforcement (BSEE) 30 Code of Federal Regulations (CFR) Part 254 and Notice to Lessees NTL 2012-N06. The draft guidelines were reviewed and well received by BSEE and the few regulatory compliance issues they identified were addressed in the final document. Therefore, it is possible to prepare OSRPs that are both functional and regulatory compliant.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.544
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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)0.0020.000

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 head0.020
GPT teacher head0.226
Teacher spread0.206 · 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.

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
Published2014
Admission routes1
Has abstractyes

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