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Record W7057880599

Living with difference: from diaspora to creolization

2016· other· en· W7057880599 on OpenAlexaboutno aff

Bibliographic record

VenueBIROn (Birkbeck, University of London) · 2016
Typeother
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsDiasporaTributeCreolizationScholarshipEthnographyNegotiation
DOInot available

Abstract

fetched live from OpenAlex

Book synopsis: Comprising 18 contributions, this book is a tribute to Robin Cohen's academic scholarship and intellectual impact. Some 50 colleagues and friends from the Caribbean, Africa, Europe, Canada and the USA gathered in Oxford for two days of reflection, celebration and recollection on the occasion of his seventieth birthday. The editors have included a selection of interventions from what was called the 'Robinfest', covering Robin Cohen's interests in labour studies, social movements, globalization, creolization, diaspora and migration. There are also a number of more personal accounts that attest to his qualities and influence. Robin Cohen worked and undertook research in many countries and made commanding contributions to international labour issues and the study of diasporas. His two books, 'The New Helots' and 'Global Diasporas' bookended the Oxford event. This collection is a keepsake of the occasion and one that will be of interest to those who have been affected by his work.

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)0.001
metaresearch head score (Gemma)0.001
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: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.010
Threshold uncertainty score0.034

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0070.010
Scholarly communication0.0080.005
Open science0.0010.005
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0100.001

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 head0.007
GPT teacher head0.201
Teacher spread0.194 · 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
Published2016
Admission routes1
Has abstractyes

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