Drilling of Wells for the Extraction of Precious Metals in the Polymetallic Deposit of Bolnisi Municipality
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.
Bibliographic record
Abstract
Wells for the extraction of precious metals at the poly deposit of Bolnisi municipality are drilled with EPIROC Christensen 140 Crawler Tier III and Atlas Copco Christensen CS 140 drilling rigs. In order to reduce the time required for lowering and removing the drill pipes and to remove the core qualitatively, without loss, and quickly, the Canadian detachable coring gun is used. Drilling wells is produced with CR-650 polymer powder (polyacrylamide) based drilling polymer solution, which, along with the removal of the drilled rock particles, lubricates and cools the drilling tools, and also prevents muds from hardening and, therefore, narrowing of the wellbore and jamming of the drill pipes. When drilling a well in fractured rock, a buffer solution is used to prevent absorption of the drilling fluid. The use of the above-mentioned modern methods has significantly improved the working time balance and technical-economic indicators of drilling.
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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 it