Orderly Marketing Fact, Fiction or Fantasy?
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
I got wheat to sell; it’s not even mine It’s made of paper and it’s borrowed on time. I sell short; he sells high; We all end up with a big piece of pie. “The Grain Exchange Rag,” (25 th Street Theatre, 1982, 56, 57) The term “orderly marketing ” originated in the United States to describe the marketing procedures of orange growers cooperatives. The term was eventually incorporated into legislation as the objective of the Canadian Wheat Board Act. However, historical analysis shows the term was essentially meaningless, raising questions as to precisely what the mandate of the Board actually is. The objective of this paper is to examine the fundamental objective of the Canadian Wheat Board (CWB) as it is defined in its legislation, to trace and assess the historic roots of that objective, and to consider the implication of that assessment for the legitimacy of that objective today.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| 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) | 0.012 | 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