ESTIMATION OF THERMAL PRESSURE ARISING AT HOT HAMMER FORGING OF FORGE INGOT
Bibliographic record
Abstract
Within the limits of the theory of flat deformation the problem for the balance equations in displacements that has allowed to define a field of thermoelastic stresses in a forge ingot of many-sided section in the course of its cooling or heating is put and decided. Tangent normal stresses in blankets are stretching and exceed an elasticity limit when difference of temperatures between an axis and an ingot side reaches the greatest value. The method of lines of sliding receives a field of the plastic stresses arising at free forging of an ingot in mixed strikers. It is received a total stress tehsor of thermoelastic pressure and plastic hammer forging pressure, showing possibility of formation of longitudinal superficial cracks. Results are enclosed to hammer forging a 7-ton ingot of 8-faced section from the alloyed steel at temperatures 1100, 850 and 680 °C.
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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) | 0.001 | 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".