Mineralogy of lead arsenates at Petite-Hoursinne (Érezée, Luxembourg Province, Belgium)
Bibliographic record
Abstract
L'observation d’échantillons récoltés dans les déblais d'une petite galerie de recherches minières à Petite-Hoursinne (Erezée, Province de Luxembourg, Belgique) a révélé la présence de deux arséniates : l’érythrite et la mimétite. Ces deux espèces sont peu fréquentes en Belgique et ont déjà été signalées notamment à La Roche-en-Ardenne, une ancienne mine de plomb localisée dans la même formation géologique : la formation de Villé (Praguien, Dévonien inférieur). Cette formation contient des niveaux carbonatés et est caractérisée par la présence d'un peu de plomb qui, dans les zones faillées, forme des petits filons à gangue quartzeuse (voir annexe). La présence d'arséniates dans ces roches ardennaises est surprenante et justifie à elle seule cette note.
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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 | 0.003 | 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) | 0.003 | 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".