Resident cognitions associated with branding Thompson, Manitoba as the Wolf Capital of the World
Bibliographic record
Abstract
A nonprofit tourism organization, Spirit Way Inc., has been attempting to brand Thompson, Manitoba as the “Wolf Capital of the World” (WCOTW). Success of this initiative, however, requires local support. It was hypothesized that general attitude toward wolves mediates relationships between existence value of wolves and three behavioral intentions, including support. The relationship between existence value and attitude toward wolves was predicted to be positive. Positive relationships were also predicted between attitude and: (a) willingness to pay for the WCOTW, (b) support for the WCOTW, and (c) interest in visiting wolf exhibits/enclosures. Data were obtained from a self-administered questionnaire that was distributed to a random sample of Thompson residents (n = 389, response rate = 77%). Results indicated that attitude fully mediated relationships between existence value and the three behavioral intentions. Attitude was also positively related to each intention. Understanding concepts related to support for an initiative facilitates educational efforts.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".