Bibliographic record
Abstract
Values of shear moduli in collagenous composites such as tendon are necessary to understand their mechanical properties fully. Simple shear tests were used to measure the initial shear modulus longitudinal and transverse to the fascicle direction in three tendons of the bovine hind limb: calcaneus, superfical digital flexor and deep digital flexor. The shear modulus was similar in both directions and in all three tendons, although the superficial digital flexor tendon may be marginally stiffer than the other two tendons. Tendon fascicles are laterally bounded by a loose sheath of crossed-ply fibres. Slippage between tendon fascicles may dominate the shear behaviour of the whole tissue. The absolute values of the shear moduli measured (2.94 - 6.38 kPa) are small, indicating that lateral force transmission between fascicles by shear is not efficient at small strains.
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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) | 0.000 | 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 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".