Bibliographic record
Abstract
Managing Contractor HSE in Shell E&P Asia Pacific Numpang Suntai; Numpang Suntai Shell E&P Asia Pacific Search for other works by this author on: This Site Google Scholar Krishna Bala Krishna Bala Shell E&P Asia Pacific Search for other works by this author on: This Site Google Scholar Paper presented at the SPE Asia Pacific Health, Safety, and Security Environment Conference and Exhibition, Bangkok, Thailand, September 2007. Paper Number: SPE-108879-MS https://doi.org/10.2118/108879-MS Published: September 10 2007 Cite View This Citation Add to Citation Manager Share Icon Share Twitter LinkedIn Get Permissions Search Site Citation Suntai, Numpang, and Krishna Bala. "Managing Contractor HSE in Shell E&P Asia Pacific." Paper presented at the SPE Asia Pacific Health, Safety, and Security Environment Conference and Exhibition, Bangkok, Thailand, September 2007. doi: https://doi.org/10.2118/108879-MS Download citation file: Ris (Zotero) Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex Search Dropdown Menu toolbar search search input Search input auto suggest filter your search All ContentAll ProceedingsSociety of Petroleum Engineers (SPE)SPE Asia Pacific Health, Safety, Security, Environment and Social Responsibility Symposium Search Advanced Search Abstract Starting in 2005, Shell worldwide E&P operations decided to adopt a common global standard in managing contractor HSE. The standard draws on the 'Stoplight' process which has been important in improving contractor HSE performance in Shell US E&P operations. It has also been successfully implemented in Shell Expro, UK and Shell Canada and in a pilot trial in Shell Malaysia. The paper will provide an overview of the key elements of the Contractor HSE Management and provide insights into implementation challenges based on Shell E&P Asia Pacific with specifics on Shell E&P Malaysia's experiences. Keywords: international association, operation, contract holder, Upstream Oil & Gas, pilot project, Implementation, contractor HSE management, stoplight, assessment, procedure Subjects: Facilities and Construction Project Management, HSSE & Social Responsibility Management, Contracting, procurement, and administration Copyright 2007, Society of Petroleum Engineers You can access this article if you purchase or spend a download.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".