MEAT QUALITY, BACTERIOLOGY AND RETAIL CASE LIFE OF BISON <i>LONGISSIMUS LUMBORUM</i> FOLLOWING SPRAY CHILLING
Why this work is in the frame
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Bibliographic record
Abstract
ABSTRACT Spray chilling effectively controls shrink loss during cooling of beef and lamb carcasses. Because subcutaneous fat distribution in bison is nonuniform over the carcass surface, spray chilling may be beneficial for this species as well. We examined the effect of four 60‐s spray cycles/h for 8 h at 2C on bison carcass bacteriology and shrink loss. Longissimus muscles were removed 24 h postmortem and stored in vacuum packages for up to 6 weeks, with retail display for 0–9 days following each storage period. Spray chilling reduced ( P < 0.01) cooler shrink loss from bison carcasses. Meat quality, bacteriology and odor acceptability were not substantially affected by chilling treatment; however, retail display of aerobically packaged bison steaks was severely limited by early discoloration, an effect exaggerated where the meat was subject to any period of storage. Further investigation of suitable alternatives for handling and merchandising bison meat should be investigated.
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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 | 0.001 | 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