ALKALINE ROCKS AND CARBONATITES OF THE WORLD, PART 3: AFRICA.A.R. Woolley, 2001. The Geological Society Publishing House, Bath, U.K. U.S.A. Distributor AAPG Bookstore: bookstore@aapg.org. Hardback, 372 p. $142 ($85 AAPG members, $65 Geological Society of London members)
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 is the third book in a four-part series, cataloguing the world occurrences of alkaline rocks and carbonatites. The first part lists the occurrences in North and South America (Wooley 1987) while the second part deals with those in the former U.S.S.R. (Kogarko et al. 1995). The fourth part will cover Asia and Europe (excluding the former U.S.S.R.), Australia, Antarctica, and oceanic islands. The purpose of the current book is to present a catalogue of all reported alkaline rocks and carbonatites in Africa and to provide readers with enough description to judge whether an occurrence is within their area of interest. Wooley has done a meticulous search of the literature in compiling this information. As well he has not simply transferred information but frequently presents his own interpretation of the often scant available data. Where necessary he has …
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.006 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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