Integration of exploration, drilling and installation activities given regulatory challenges
Bibliographic record
Abstract
Coordination and integration of exploration activities, both seismic and drilling, development drilling and offshore installation campaigns is difficult at the best of times. Add to this the regulatory requirements, which included the establishment of NOPSEMA and the associated regulations in January 2012, and the already complex task of executing work efficiently became even more challenging. The paper explores the development and application of an integrated schedule that met the overall business needs as well as key stakeholders (Environment, Exploration, Drilling, Projects and Operations). Factors and constraints that had to be addressed included existing drilling rig and installation contracts with significant associated costs, maintaining project schedules that were sanctioned prior to regulatory changes coming into effect, resourcing levels and an environmental regulatory regime seeking continuous improvement. Individual stakeholders tended to focus on their own areas yet there are schedule inter-relationships with others that had knock on effects. The integrated schedule provided a proactive management tool that was and continues to be used to plan and review key activities in a constantly changing environment.
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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".