A Predictive Model For Uniaxial Compressive Strength of Carbonate Rocks From Schmidt Hardness
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
THIS YEAR WAS THE CENTENNIAL OF FLORENCE Nightingale's death and in commemoration, was designated as the International Year of the Nurse (IYNurse) by The Honor Society of Nursing, Sigma Theta Tau in the U.S., The Nightingale Initiative for Global Health in Canada, and the Florence Nightingale Museum in England. 2010 IYNurse is "a collaborative, grassroots global initiative honoring nurses' voices, values, and wisdom-to act as catalysts for achieving a healthy world." In this "celebration of commitment," we honor Florence Nightingale as the founder of modern nursing and for the legacy she left us and we recognize the contributions of nurses today, all over the world. At the 2010 IYNurse website, you can read stories contributed by nurses that illustrate progress made in each of the eight UN Millennium Development Goals. Another section of the website contains tributes to nurses and to the nursing experience. A video of the Commemorative Global Service Celebrating Nursing that took place this past April at the Washington National Cathedral is also available for viewing. I hope you will visit this website and possibly make a contribution to nursing's story.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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