Determinants of Travel Intentions to a eighboring Destination
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 primary purposes of this study were to collect information on neighboring travelers’ past visits and determinants of future intentions for an overnight pleasure trip. Data was collected on a wide variety of travel behaviors. The study is based on a telephone survey of 3,688 residents of ew Brunswick ( B) and ova Scotia ( S), two sister Provinces to Prince Edward Island, a major Canadian tourist destination. The results reveal 51.9% have visited PEI within the past five years, 36.7% have visited PEI more than five years ago, and 11.4% have never visited PEI. Linear logistic regression analysis revealed that all three groups had a positive reaction to at least one form of advertising used. In all cases, if the potential visitor recalled and/or responded to an advertisement for PEI, they were much more likely to revisit than those who did not.
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 | 0.000 |
| 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