Establishing the routes to rural in‐migrant proprietorship in a Canadian tourism region: A mobilities perspective
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
Abstract This article contributes to the ongoing conversation about in‐migration and rural economic change in the mobility era. It addresses the question: do rural in‐migrants' routes to proprietorship differ in developing tourism destinations? To answer this query, we analyse the migration movement, and postmovement performances, of rural Newfoundland and Labrador's in‐migrant tourism operators. We identify the dominant incoming groups (resident and seasonal counterurbanites and lateral migrants) and major destination choice motivations (family, amenity, and economics). We describe the business activities of in‐migrants' postmovement lives (early‐ and late‐stage) and the reasons for business operation (economic and noneconomic). By combining this movement and performance information, we uncover 12 business trajectories and new firm types. We find that counterurbanite and lateral migrant paths, and business types, differ, supporting the inclusion of both cohorts in future research. Our findings confirm and extend extant literature on rural in‐migration and tourism and reify the fluid relationship between movement and place in the mobility era.
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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 | 0.000 | 0.001 |
| 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 | 0.000 |
| 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