Volunteering for nature: Motivations for participating in a biodiversity conservation volunteer program
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 Understanding volunteer motivations for participating in nature conservation programs is an important element in the design and provision of programs intended to harness the increasingly important talents and labour that volunteers bring to conservation programs. The purpose of this paper is to highlight the motivations of participants in Volunteer for Nature, an Ontario-based nature conservation program. The study was framed within a social psychology theoretical perspective and qualitative methods were used. The participants were female and male volunteers ranging in age from 17 to 63 years old. Key motives for participating in the volunteer conservation vacation program included: 1) pleasure seeking, 2) program “perks,” 3) “place” and nature-based context, 4) leaving a legacy, and 5) altruism. The study reinforces much of the theoretical literature already existing on volunteers including volunteering as a leisure activity and motives associated with volunteering. However two unique points are explored: 1) the distinctive nature-based volunteering context, and 2) the “value-added” nature of volunteering vacations. Further, conceptual linkages with concepts such as serious leisure are discussed. An increased understanding of volunteer tourists who participate in nature conservation programs is the greatest contribution of this study.
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 | 0.001 | 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 | 0.000 | 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