Opening the Ranks of Constitutional Subjects: Immigration, Identity, and Innovation in Italy and Canada
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
The relationship between immigration and constitutional identity is simultaneously obvious and evasive. This Article explores that relationship through a comparative case study of Italy and Canada. It begins with a conceptual analysis of the role of immigration against the backdrop of collective identity, constitutional identity, and constitutional subjectivity. The metaphor of immigration as a mirror of constitutional identity orients this analysis. Then, an empirical comparison of the role of immigration in Italy and Canada demonstrates the very different place of immigration in national and constitutional narratives of “self” and “other.” Yet, when the lens is widened to include their recent startup visa programs, their narratives start to converge as the new metonymy of innovation makes an appearance. This convergence marks a conceptual shift in constitutional identity: From immigration as mirror to immigration as display. As a tool of attraction for innovators, immigration law has both internal and external dimensions, which reverberate with implications for constitutional identity. Ultimately, the startup visa programs enlarge the constitutional “us” and make constitutional subjectivity more fluid.
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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 | 0.001 | 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 | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| 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