Price transmission among different Atlantic salmon products in the U.S. import market
Bibliographic record
Abstract
The cross-commodity price transmission is an approach to derive meaningful results from the price information, and is mostly influenced by the substitutability and complementary relations among products. Using time series data collected from the National Marine Fisheries Statistics, the present study specified and estimated cross-commodity price transmission models for 13 salmon products imported in the U.S. market. The salmon products are differentiated by form, cut, source/origin, and production environment. The estimated cross-product price transmission elasticity and degree of substitutability among them varied considerably. Whole fresh farmed Canadian and Norwegian Atlantic salmon did not have any close import substitutes in the U.S. market among the salmon products considered in the study. A reduced pricing strategy would result in an increase in U.S. salmon import market share of Chilean and U.K. Atlantic fillet fresh, if the U.S. import demand for it is relatively own-price elastic.
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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) | 0.001 | 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) | 0.000 | 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".