MétaCan
Menu
Back to cohort
Record W4388025870 · doi:10.25518/0037-9565.11449

Minéralogie de la Formation d'Ottré au Thier del Preu et au Thier du Mont à Grand-Sart (Lierneux, Belgique), et comparaison avec les autres gisements régionaux

2023· article· fr· W4388025870 on OpenAlexaff
Michel Blondieau, Stéphane Puccio, Frédéric Hatert, Martin Depret, Fabrice Dal Bo

Bibliographic record

VenueBulletin de la Société Royale des Sciences de Liège · 2023
Typearticle
Languagefr
FieldEarth and Planetary Sciences
TopicGeology and Paleoclimatology Research
Canadian institutionsTellabs (Canada)
Fundersnot available
KeywordsHumanitiesPhilosophyPhysics

Abstract

fetched live from OpenAlex

Les deux collines du Thier del Preu et du Thier du Mont, situées au nord du village de Grand-Sart (Lierneux), abritent un gisement de coticule dont la minéralogie est peu connue. Un échantillonnage exhaustif durant plus d'une vingtaine d'années a permis d'y recenser une quarantaine d'espèces minérales, dont certaines très rares comme l’éosphorite et la kolbeckite. La minéralogie de cette zone s'avère donc tout aussi intéressante que celle du premier gisement de coticule où se trouvent les localités minéralogiques bien connues de Bihain, Regné et Ottré. Cet article met également en évidence la complexité et la diversité minéralogique de chacun des trois membres de la Formation d'Ottré à Grand-Sart, et une comparaison est faite avec celle observée dans les autres localités proches où affleurent les mêmes formations géologiques.

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 imitation

Not 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.

metaresearch head score (Codex)0.013
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.095
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0130.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0030.008
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

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.

Opus teacher head0.075
GPT teacher head0.348
Teacher spread0.273 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueBulletin de la Société Royale des Sciences de LiègeSame topicGeology and Paleoclimatology ResearchFrench-language works237,207