An Applied Study on Prevention of Water Bursting Disaster in Mines with the High Resolution V6 System
Why this work is in the frame
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Bibliographic record
Abstract
Abstract The V6 system is the newest product of Canada Phoenix Geophysics Limited in 2000. It is one of the most powerful instruments among the controlled source audio‐frequency magneto telluric (CSAMT) methods. We did the CSAMT exploration on 13 lines in an area (440×300)m 2 of an iron mine with the system V6 in March 2001. The Karsts, faults, and the water bearing fracture belts in the upside limestone of the ore body are shown clearly in CSAMT profiles. The results are helpful documents for prevention of water bursting in this iron mine.
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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