Minéralogie de l’ancienne mine plomb-zinc de Rabotrath (Lontzen, Belgique)
Bibliographic record
Abstract
Le petit site minier de Rabotrath appartient au district Pb-Zn de l’est de la Belgique et se trouve à quelques kilomètres de La Calamine, le plus gros gisement métallique non ferreux belge. La minéralogie de ce gisement n’a jamais été vraiment examinée et fait l’objet de cet article. Outre les espèces minérales classiques associées à cet environnement, comme par exemple la sphalérite, la galène et la smithsonite, on a également découvert trois espèces nouvelles pour la Belgique : la parascholzite, la zaccagnaite-3R, ainsi qu’un minéral de la série plumbogummite-goyazite. Rabotrath devient également la seconde occurrence belge pour deux autres espèces : la chalcophanite et la plumbojarosite. Ces nouvelles observations, qui ont permis le recensement de 25 espèces minérales, viennent ainsi compléter l’inventaire minéralogique du district minier de Moresnet.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".