Proceedings of the 6th Annual Thompson Rivers Undergraduate Student Research and Innovation Conference:
Bibliographic record
Abstract
Whether focused on Kamloops or Kashmir, these writers impart an inspirational belief that the world can become a better place.recent studies using mock trials and concluded that researchers' cautions against overuse of college students in the simulations did not perceptibly impact the research community; nor did their reservations about trial simulation designs that condense material effect a change in practice.Jasim Khan studies the effects of geopolitical instability in the Kashmir Valley on tourism, the environment, and, indeed, the socio-cultural integrity of the region.Khan recommends "a strategic framework to crisis management and mitigation" further study of the ramifications of the instability and, of course, "an honest effort to resolve" the situation.Measured yet passionate, these scholars' responses to global concerns have much to offer the reader.The qualitative and quantitative engagement of Thompson Rivers University students in the 2011 Undergraduate Conference is both a source of pride to the organizing committee and an example to future participants.We are also proud to offer both print and online versions of the proceedings this year in the hope that more hearts and minds will be exposed to this important research.
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.
How this classification was reachedexpand
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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.006 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.056 | 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 teacher head, 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".