MétaCan
Menu
Back to cohort
Record W4307824511 · doi:10.1075/ivitra.32.02val

History of the group GCS/ASOLC/SOCS

2022· book-chapter· en· W4307824511 on OpenAlexaboutno aff
Francesc Vallverdú

Bibliographic record

VenueIVITRA research in linguistics and literature · 2022
Typebook-chapter
Languageen
FieldComputer Science
TopicHistory of Computing Technologies
Canadian institutionsnot available
Fundersnot available
KeywordsGroup (periodic table)Computer scienceEmbedded systemChemistry

Abstract

fetched live from OpenAlex

Abstract In 1973 a small group of scholars from the Catalan Countries joined to form the Catalan Group of Sociolinguistics (GCS). Their mission was to promote the planning of the Catalan language and sociolinguistic studies in this area. Their first public appearance was at the 8th Congress of Sociology (Toronto, 1974), where, thanks to L.V. Aracil – one of the promoters of GCS –, a session on the Catalan language was organised, the material from which was published in 1977 in the first issue of the annual review Treballs de Sociolingüística Catalana. In 1981, GCS had eighteen associates and by 2005, the group’s expansion led to its becoming the Association of Catalan Language Sociolinguists (ASOLC). Shortly after it became a subsidiary of the Institute of Catalan Studies (IEC) and in 2008 it adopted the name Catalan Society of Sociolinguistics (SOCS). Over the years this association has not only been dedicated to promoting and disseminating sociolinguistic research, but it has also been involved in numerous planning initiatives.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesResearch integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.831
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0030.002
Research integrity0.0000.004
Insufficient payload (model declined to judge)0.0000.000

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 head0.060
GPT teacher head0.292
Teacher spread0.233 · 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 designTheoretical or conceptual
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
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueIVITRA research in linguistics and literatureSame topicHistory of Computing TechnologiesFrench-language works237,207