Advances in Murrah Breed Clean A2 Milk Production Technologies and Study of Economics at Private Dairy Farms in India
Why this work is in the frame
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Bibliographic record
Abstract
The opening balance (herd strenth of murrah buffaloes as on 01/04/2012) was 150 heads (32 males and 118 females). The weight at first caving during currentthe current year was 535.71 kg. Buffaloes produced 82098 kg milk. Overall wet and herd averages were 5.66and 3.59 kg, respectively. On an average 62.92% of the total females were in milk.The milk analysis of 872 samles revealed fat, SNF and total solids per cent as 7.88.9.81 and 17.75, respectively. Herd strength for next year was maintained. The opening herd strength of Murrah buffaloes as on 01/04/2013 was 165 heads (38 males and 127 females). In all, 47 animals were deleted from the herd due to various reasons, whereas 57 animals were added due to new births (23 female and 34 male). The new calvings were well distributed over all the months of year, except April 2013 and March 2014 when no calvings took place. The male:female ratio of new calvings was 1.48:1.00. The closing balance of the buffalo herd as on 31/03/2013 was 175 (129 females and 46 males).
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| 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