CONSIDERATIONS UPON MILK AND DAIRY PRODUCT PRODUCTION IN THE U.S.A.
Bibliographic record
Abstract
The paper aimed to present the evolution of milk production and dairy products in the USA during the period 2004-2006, based on USDA Statistics. The USA is a top produce of milk and dairy products in the world. Milk production accounted for 181,798 Millions Pounds in the year 2006. Its continuously increase during the last years has been positively influenced by the increasing number of dairy cows and average milk yield . The top states are California, Wisconsin, New York, Idaho and Pennsylvania, which all together achieve about 54 % of the country milk production. Over 99.37 % of Milk Production is marketed. Considering all milk marketings, Million USD 23,422 cash receiptscould be obtained from a dairy farm in the year 2006. The average return per Cwt was about USD 13 in 2006 . Milk is processed by about 1,000 manufacturing plants in a large variety of dairy products. Cheese production was about 9.5 Billion Pounds in the last analyzed years. The US also produces important amounts of butter , yogurt, ice cream etc. About 8.3 % of the US dairy products are exported, the most markets being Japan, Mexico and Canada.
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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 | 0.001 | 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 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".