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Record W2059950166 · doi:10.4000/vertigo.3214

Les bactéries des sources hydrothermales profondes a l’origine de nouvelles molécules bioactives ?

2004· article· fr· W2059950166 on OpenAlexvenueno aff
Jean Guézennec

Bibliographic record

VenueVertigO · 2004
Typearticle
Languagefr
FieldEnergy
TopicAlgal biology and biofuel production
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceMolecular biologyHumanitiesPhysicsArtBiology

Abstract

fetched live from OpenAlex

La découverte des sources hydrothermales profondes mais de manière plus générale l’étude de milieux extrêmes, ont ouvert la voie à la mise en évidence de microorganismes bien adaptés à ces conditions atypiques et capables de synthétiser de molécules d’intérêt biotechnologique . Des recherches réalisées durant de nombreuses années ont permis la caractérisation d’exopolysaccharides innovants dont des applications sont maintenant envisagées dans différents secteurs industriels tels l’agro-alimentaire, la cosmétique et l’environnement mais surtout dans le domaine de la santé, s’agissant de l’oncologie, du cardio-vasculaire et de la régénération dermique.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.511
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.020
GPT teacher head0.250
Teacher spread0.230 · 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 designBench or experimental
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

Citations3
Published2004
Admission routes1
Has abstractyes

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