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Record W4294748345 · doi:10.4000/cahierscfv.3110

Deux siècles de biostratigraphie en massif armoricain : de l’enquête individuelle aux actions collectives

2015· article· fr· W4294748345 on OpenAlexaff
Claude Babin

Bibliographic record

VenueCahiers François Viète · 2015
Typearticle
Languagefr
FieldEarth and Planetary Sciences
TopicGeological formations and processes
Canadian institutionsMinistère de l’Emploi et de la Solidarité Sociale (Québec)
Fundersnot available
KeywordsPolitical science

Abstract

fetched live from OpenAlex

La présence de fossiles est remarquée dans les roches anciennes de l’ouest de la France au XVIIIe siècle avec parfois descriptions et figurations. Divers auteurs recensent, dans les premières décennies du siècle suivant, de nombreux taxons mais en n’attachant souvent que peu d’attention à leur répartition verticale. Vers 1850, des études plus précises proposent des datations relatives. Ces travaux demeurent des œuvres individuelles, ce qui peut en limiter l’intérêt stratigraphique, tous les groupes de fossiles n’étant pas pris en compte. Cette constatation a induit, après 1970, l’entreprise de quelques actions collectives qui, malgré des résultats encourageants, ne furent pas poursuivies. Une page d’histoire de la paléontologie stratigraphique armoricaine s’est ainsi trouvée rapidement tournée.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.532
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.042
GPT teacher head0.257
Teacher spread0.215 · 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; a candidate call from one teacher head, not a consensus.

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
Published2015
Admission routes1
Has abstractyes

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