Interaction between a Screw Dislocation and a Three-Phase Circular Inhomogeneity with Imperfect Interface
Why this work is in the frame
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Bibliographic record
Abstract
Analytical expressions are obtained for the elastic stress fields due to the presence an exterior screw dislocation interacting with a three-phase circular inhomogeneity. In addition, the force on the dislocation is also derived. The bonding at the inhomogeneity—interphase interface is considered to be imperfect with the assumption that the interface imperfections are constant. On the remaining boundary, that being the interphase—matrix interface, the bonding is assumed to be perfect. The equilibrium position of the dislocation is discussed in detail for various imperfect interface conditions, interphase layer thicknesses and material property combinations. The results demonstrate that the relative thickness of the interphase layer, the influence of the imperfect bonding condition and the material property combinations are manifested by their effects on the equilibrium position and subsequent stability of the dislocation.
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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