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Record W2242126556

Exposé de cadrage pour l'Université d'été du Cifen 2013

2013· article· fr· W2242126556 on OpenAlexaboutno aff
Germain Simons, Jacqueline Beckers

Bibliographic record

VenueOpen Repository and Bibliography (University of Liège) · 2013
Typearticle
Languagefr
FieldAgricultural and Biological Sciences
TopicAgriculture and Rural Development Research
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical sciencePhilosophyArt
DOInot available

Abstract

fetched live from OpenAlex

Cet exposé visait à retracer l'historique du Centre interfacultaire de formation des enseignants (Cifen) de l'ULg et à présenter les grands chantiers du Centre pour les années à venir : la réforme du cursus de la formation (cours et stages), l'investissement du Centre dans la formation continue et dans la recherche en didactique. Cette Université d'été interne a été articulée autour de quatre ateliers correspondant aux chantiers susmentionnés. O. Dezutter (Québec) a été le "grand témoin" de cette journée et a présenté une conférence de clôture. Cette Université d'été fut aussi l'occasion de rendre hommage au Professeur J. Beckers qui fut, avec A. Motte et B. Mérenne, à l'origine de la création du Centre. J. Beckers fut la secrétaire scientifique du Cifen pendant de nombreuses années, puis sa Présidente.

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 imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.330
Threshold uncertainty score0.656

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0100.002
Scholarly communication0.0080.003
Open science0.0010.004
Research integrity0.0040.004
Insufficient payload (model declined to judge)0.0960.015

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 head0.011
GPT teacher head0.187
Teacher spread0.176 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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
Published2013
Admission routes1
Has abstractyes

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Same venueOpen Repository and Bibliography (University of Liège)Same topicAgriculture and Rural Development ResearchFrench-language works237,207