Newfoundland: Surrounded by Water
Bibliographic record
Abstract
When a geologist and paleontologist takes a "vacation" trip to the Maritime Provinces of Canada, he cannot leave his professional knowledge and curiosity behind. Bob and Anne's trip to the northeastern coasts of Canada yielded many examples of the surviving evidence of huge momentous planetary changes over millions of years, and also fascinating records of contemporary and historical places and things of interest. Bob has shared the slides from his latest report/presentation and reminds me that the slides were merely departure points for his explanations and discussions of things depicted: Viking life, natural resources from land and sea, tectonics, thrombolites, glaciation, the tumultuous events of the Cambrian and later geologic eras and their remnants today.\nWe wish we could hear Bob's explanations of all these things, but his visual reminders will have to do for now.\nThere are 106 slides. Bob and Anne are pictured in slide 86 in the first row in bright (Husker?) red rainsuits.
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 | 0.000 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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; both teacher heads agree on what is shown here.
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".