Personal Experiences and Team Effectiveness During a Commemorative Trek in the High Arctic
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
Three participants, a male leader and a married couple, carried out a 46-day expedition in the Canadian High Arctic, retracing the exploratory route followed by Otto Sverdrup 100 years earlier. The group departed from an ice-locked boat in the Arctic, at which site they had lived andworked together for a 9-month period. Participants completed a Weekly Rating Form assessing personal, interpersonal, and work performance factors. All team members rated mood, satisfaction with the expedition, group camaraderie, and enjoyment of the environment consistently high over six of the seven weekly rating periods. Participants showed some differences but generally gave high ratings on group efficiency over the course of the expedition. Weather conditions at Week 7 and ensuing delays in airplane pickup were associated with a tendency to direct frustration and anger to external sources of decision control.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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