A Review of Motor Innervation in Growing Meat Animals
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Meat animals have been bred to have enormous muscles. The genes regulating myogenesis and muscle growth are now becoming known. How does the motor innervation interact with massive increases in myofibre diameters and numbers? Stress‑susceptible pigs have myofibres with a ryanodine mutation in their calcium ion release channels. This leads to excessive muscle activation and the hypertrophy of fast-contracting myofibres.  These myofibres develop large neuromuscular junctions, often with extra axonal sprouts and double motor end plates. Mutations in the myostatin gene cause myofibre hyperplasia in double muscled cattle. Terminal axons have increased branching to innervate the extra myofibres. The number of neuromuscular spindles to give feedback to the cerebellum is increased and spindles have more intrafusal myofibres regulating feedback. Is the motor innervation merely responding to the increased muscle mass, or is this an interactive system?
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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