MétaCan
Menu
Back to cohort
Record W2110275227 · doi:10.7202/021591ar

Geography and Property Taxation

2005· article· fr· W2110275227 on OpenAlexaffvenue
Gregory J. Levine

Bibliographic record

VenueCahiers de géographie du Québec · 2005
Typearticle
Languagefr
FieldEconomics, Econometrics and Finance
TopicHousing Market and Economics
Canadian institutionsMcGill University
Fundersnot available
KeywordsHumanitiesPolitical scienceGeographyPhilosophy

Abstract

fetched live from OpenAlex

Comme instrument d'administration publique, l'impôt foncier a profondément marqué de nombreuses régions, particulièrement en Amérique du Nord. La présente étude délimite les champs d'intérêt pertinents à une étude géographique de l'impôt foncier. On y trouvera en outre un survol des études que des géographes et d'autres spécialistes des sciences sociales ont consacrées aux effets économiques, à l'incidence sociale et à l'efficacité administrative de cette forme d'impôt. Or, ces études n'ont pas de perspective historique. À ce titre, la bibliographie consacrée à cette question gagnerait à inclure des analyses fondées sur une perspective historique et matérialiste. De telles analyses jetteraient un éclairage nouveau sur l'évolution historique du système fiscal et permettraient de mieux comprendre les forces de classe agissant sur cette évolution. L'étude géographique de l'application de l'impôt foncier dans telle ou telle région pourrait ainsi s'inscrire dans un cadre plus global.

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)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.114
Threshold uncertainty score0.226

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0010.003
Scholarly communication0.0040.002
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0140.001

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 head0.008
GPT teacher head0.171
Teacher spread0.163 · 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 designObservational
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

Citations4
Published2005
Admission routes2
Has abstractyes

Explore more

Same venueCahiers de géographie du QuébecSame topicHousing Market and EconomicsFrench-language works237,207