Undergraduates Garner Research Awards
Bibliographic record
Abstract
University of North Dakota undergraduate students were recognized for their research accomplishments at the 9th Annual American Indian Health Research Conference and 2011 North Dakota INBRE Annual Symposium for Undergraduate Research held October 27–29 in Grand Forks. Three students won Alan J. Allery Undergraduate American Indian Health Researcher of Promise awards: Bethany Davis, Turtle Mountain Chippewa, senior biology major and psychology/deaf studies minor, for her presentation titled "Alpha-1A Adrenergic Receptor Stimulation Improves Mood in Mice." Davis' mentor is Dr. Van Doze in the Department of Pharmacology, Physiology and Therapeutics. Sarita Eastman, Sisseton-Wahpeton Oyate, senior psychology major, for her presentation titled "Spirituality as a Protective Factor in American Indian Mental Health." Eastman's mentor is Dr. Jacque Gray in the Center for Rural Health. Melissa Wheeler, Diné from the Navajo Nation, senior psychology major, for her presentation titled "Alcohol and Other Drug Use among Northern Plains Indians." Her poster had also been previously selected as Outstanding Poster by Psychologists in Indian Country at the American Psychological Association conference in Washington, D.C. in August. Wheeler's mentor is Dr. Jacque Gray in the Center for Rural Health. Two UND undergraduates were recognized at the 7th Annual Undergraduate Research in the Molecular Sciences meeting held October 29 at Minnesota State University–Moorhead: Erin Holdman, senior medical laboratory science major from Kenora, Ontario, received a $400 travel award to present her work at the 2012 American Society for Biochemistry and Molecular Biology in San Diego, Calif., for her presentation titled "Structural Analysis of Immuno-enriched FAM129b from Rat Lung Tissue." Holdman's mentor is Dr. John Shabb in the Department of Biochemistry and Molecular Biology. Joshua Maliske, senior biology major from Bismarck, N.D., also received a $400 travel award to present his work at the 2012 American Society for Biochemistry and Molecular Biology in San Diego, Calif., for his presentation titled "'TRPC1-STIM1-Orai1' is the Core SOCE Complex in Proliferating Mesenchymal Stem Cells." Maliske's mentors are Drs. Brij Singh and Joyce Ohm in the Department of Biochemistry and Molecular Biology.
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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 | 0.018 | 0.028 |
| Meta-epidemiology (narrow) | 0.003 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.002 |
| Bibliometrics | 0.006 | 0.003 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.013 | 0.004 |
| Open science | 0.003 | 0.019 |
| Research integrity | 0.005 | 0.007 |
| Insufficient payload (model declined to judge) | 0.443 | 0.353 |
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".