Coil'excited field in detection of tunnel water by MRS
Why this work is in the frame
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Bibliographic record
Abstract
The excited field numerical calculation method of coil is carried out,for water gushing from tunnel detecting forwards by Magnetic Resonance Sounding(MRS);the influence of excited field causing by geomagnetic inclination and the coil's orientation is analyzed.The calculation method of the coil's excited field in any point is deduced,with any geomagnetic inclination,level toward,vertical toward,coil diameter and circle number.The relationship between the excited field's value and the coil's rotation angle is deduced at different points.Different positions' excited field of 1 meter radius's coil's clockwise rotating are calculated,by comparing the excited field between vertical coil with 1 meter radius for 50 meters depth and level square coil with 100 meters side 100 meters depth,and the design method of circle number is obtained.The simulation results will provide reference for designing the circle number according to the coil angle and the depth in practical application.
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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