MétaCan
Menu
Back to cohort
Record W2363797913

The development trend of reservoir protection technology.

2001· article· en· W2363797913 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePetroleum Exploration and Development · 2001
Typearticle
Languageen
FieldEngineering
TopicDrilling and Well Engineering
Canadian institutionsnot available
Fundersnot available
KeywordsPetroleum engineeringGeologyDrilling fluidCarbonatePermeability (electromagnetism)DrillingDissolutionEnhanced oil recoveryFilter cakeEnvironmental scienceMaterials scienceEnvironmental engineeringEngineering
DOInot available

Abstract

fetched live from OpenAlex

The damage mechanism of reservoirs, the temperature sensitivity of deep wells and deep water wells and the development trend of completion fluid technology, aciding technology and underbalanced drilling technology are summarized in the paper. On the basis of investigation, the authors hold that formation damage of the horizontal drilling and extended reach drilling is mainly due to fines migration, solids plugging; the damage of fractured carbonate reservoirs mainly composed of limestone is due to solid invasion and solid plugging; the permeability of tight gas reservoirs is seriously reduced because of the aqueous phase trapping (water and oil), and the damage extent is closely related to permeability of the reservoir, interface tension, surface wettability and initial water saturation. The temperature sensitivity of deep wells and deep water wells will change the minerals into the water sensitive, cause mineral dissolution and precipitation, wettability reversal and emulsion plugging. A new treatment technology with well completion fluids suitable for filter cake removal and wellbore cleanup—combining the prevention with the treatment is presented. After treatment, the permeability of reservoirs is 40% higher than the initial one. Acidizing is one of most important methods for removing damaged reservoirs duo to its low cost and good results. The prescription suitable for treating various sandstones and carbonate rock is presented. And finally the authors state that the kernel of underbalanced drilling is the selection of appropriate drilling and completion fluids and negative well bore pressure. The experiences that 100 under balanced wells of Canada increase production at the later stage of oilfield development are given.

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.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.780
Threshold uncertainty score0.342

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 head0.023
GPT teacher head0.206
Teacher spread0.183 · 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