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Foreword

2022· article· en· W4321513788 on OpenAlexvenueaboutno aff
Heather L. Evans

Bibliographic record

VenueCanadian Tax Journal/Revue fiscale canadienne · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
FundersUniversity of Pretoria
KeywordsPhilosophy

Abstract

fetched live from OpenAlex

Appel de propositions de livresLa Fondation canadienne de fiscalit (FCF ) / Canadian Tax Foundation, un organisme sans but lucratif indpendant de recherche et caractre ducatif, souhaite recevoir des propositions de livres dans les domaines de la fiscalit et des finances publiques.Depuis sa fondation en 1945, la FCF a publi de nombreux livres et articles sur divers sujets dans ses champs d'intrt.La FCF souhaite obtenir des propositions de projets de recherche qui : mneront la rdaction d'un livresur un sujet unique d'intrt en fiscalit ou en finances publiques; seront dirigs par un chercheur chevronn ayant une expertise dans un domaine de la fiscalit ou des finances publiques; seront effectus dans un dlai raisonnable, compte tenu de la nature du projet.Les projets qui seront slectionns par la FCF pourront tre partiellement ou totalement admissibles une aide financire pour la recherche et les frais de publication.La FCF se rserve le droit absolu, et sa seule discrtion, d'appuyer une proposition particulire ou de publier un projet.Toute personne intresse doit faire parvenir un bref sommaire de la proposition pour examen initial par la FCF :

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.648
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0090.000

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 head0.017
GPT teacher head0.225
Teacher spread0.208 · 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
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

Citations1
Published2022
Admission routes2
Has abstractyes

Explore more

Same venueCanadian Tax Journal/Revue fiscale canadienneSame topicCanadian Policy and GovernanceFrench-language works237,207