Graduate Education in Nursing Leadership Through Distance Technologies: The Canada-Norway Nursing Connection
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
The Canada-Norway Nursing Connection was a collaborative project designed to provide an international educational experience for graduate students in nursing via distance technology. Computer-conferencing and video-teleconferencing were used to address nursing leadership content through case studies. The same technologies were employed to develop the project. The processes of planning and implementing the international linkage are described. Agreement about goals, content, context for online discussion, delivery methods, academic expectations, language support, and logistics was essential. The media proved to be effective for students to gain understandings about nursing leadership, health care, and the forces influencing the nursing profession globally. Insights from the project provided a basis for the development of a model for interactive, international graduate education that will be of value to educators dedicated to helping students gain a global understanding of nursing and health care issues.
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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 | 0.001 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 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