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Record W4246443331 · doi:10.1111/1911-3846.12189

Issue Information ‐ Editorial Policy‐French

2016· paratext· en· W4246443331 on OpenAlexvenueno aff

Bibliographic record

VenueContemporary Accounting Research · 2016
Typeparatext
Languageen
FieldHealth Professions
TopicHealthcare Systems and Practices
Canadian institutionsnot available
Fundersnot available
KeywordsCitationPolitical scienceLibrary scienceComputer science

Abstract

fetched live from OpenAlex

Énoncé de principes Politique rédactionnelleRecherche comptable contemporaine (RCC) est la principale publication de recherche de l'Association canadienne des professeurs de comptabilité.Elle diffuse des travaux de recherche d'avant-garde favorisant dans la collectivité une meilleure compréhension de tous les aspects du rôle de la comptabilité au sein des organisations, des marchés ou de la société.D'origine canadienne et de portée mondiale, RCC vise à refl éter la diversité intellectuelle de la recherche comptable sur la scène mondiale.C'est pourquoi RCC accepte les travaux intéressants et rigoureux sur le plan conceptuel qui sont susceptibles d'enrichir les connaissances en comptabilité, quels que soient le domaine de la comptabilité abordé, la méthode appropriée utilisée, et la discipline ou la tradition de recherche sous-jacente.

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)0.011
metaresearch head score (Gemma)0.061
Version: metacan-v3-hybrid-931329e0061cValidation 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: Editorial · Consensus signal: none
Teacher disagreement score0.598
Threshold uncertainty score0.573

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.061
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0030.002
Bibliometrics0.0070.006
Science and technology studies0.0060.004
Scholarly communication0.0320.010
Open science0.0040.005
Research integrity0.0160.009
Insufficient payload (model declined to judge)0.5980.461

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 head0.202
GPT teacher head0.558
Teacher spread0.357 · 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.

Study designNot applicable
Domainnot available
GenreEditorial

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 abstractno

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