MétaCan
Menu
Back to cohort
Record W4366088619 · doi:10.3138/9781487528782-002

List of Figures

2023· paratext· en· W4366088619 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Toronto Press eBooks · 2023
Typeparatext
Languageen
FieldSocial Sciences
TopicJewish Identity and Society
Canadian institutionsnot available
Fundersnot available
KeywordsComputer scienceHistory

Abstract

fetched live from OpenAlex

5.1Grade 9 enrolment at TanenbaumCHAT, by annual tuition in 2010 constant dollars, 2010-2020 66 6.1 Degree of Jewishness by socio-economic characteristics 77 6.2 A causal model of degree of identity 82 8.1 Distribution of household income for Jews and non-Jews after taxes and transfers, by decile, Canada, 2010 103 10.1 Connectedness to Jewish life in city by desire for more connectedness: three main Jewish sub-communities, 2018 138 12.1 Mean residential dissimilarity index by religion, 2001 and 2011 172 12.2 Residential dissimilarity index for Muslims vis-à-vis other religious groups, 2001 and 2011 173 13.1 Negative attitudes towards Jews by residence, in per cent 188 13.2 Importance of religion/identity, Canada, Jews 2018 and Christians 2019, in per cent 192 16.1 Ethnic over-representation among UTMS graduates, Jews vs. selected non-Jewish Asian and Middle Eastern groups, 1918-2018 234 17.1 Identity maps of Jewish identity markers, Canada and seven other countries, 2013-2018 262 20.1 Probability of believing that Jews in Canada often face discrimination, by sample category 312 20.2 Probability of believing that antisemitism in the UK is a very big problem, by sample category 312 20.3 Probability of believing that antisemitism in France is a very big problem, by sample category 313

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 categoriesInsufficient payload (model declined to judge)
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 score0.532
Threshold uncertainty score0.999

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 studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
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 head0.033
GPT teacher head0.272
Teacher spread0.239 · 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 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
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueUniversity of Toronto Press eBooksSame topicJewish Identity and SocietyFrench-language works237,207