Body and bio-panopticism in Mexico at the beginning of the XXI Century: Canada's Seasonal Agricultural Workers Program
Bibliographic record
Abstract
<p align="justify"><span style="font-family: Verdana, Geneva, sans-serif; font-size: small;"><strong>Abstract</strong></span> <p align="justify"><span style="font-family: Verdana, Geneva, sans-serif; font-size: small;"> From the signature of a bilateral agreement in 1974, Mexico sends temporary agricultural workers in Canadian farms. The gradual hardening of the rules to select rural workers at the request of the Canadian government, combined to the application of the same by the Secretary of Work in Mexico and its discretionary interpretation in each office of recruitment in the states of the Republic, converge towards the constitution of a biopanoptism of the candidates to the emigration. This institutional network of monitoring, control and submission of the body of the workers extends during all their labor stay abroad and follows until its return in Mexico. </span>
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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 | 0.000 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| 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".