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Taxation and Distributive Justice

2004· article· en· W2079622474 on OpenAlexaff
Colin Farrelly

Bibliographic record

VenuePolitical Studies Review · 2004
Typearticle
Languageen
FieldSocial Sciences
TopicPolitical Philosophy and Ethics
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsDistributive justiceEntitlement (fair division)Law and economicsEconomicsNormativeArgument (complex analysis)PoliticsPublic economicsReciprocity (cultural anthropology)Economic JusticeProperty rightsLawPolitical scienceSociologyMicroeconomics

Abstract

fetched live from OpenAlex

Distributive justice concerns the fair distribution of the benefits and burdens of social cooperation. Opposition to higher rates of taxation, or even existing levels of taxation, is often made on grounds that such taxes are unfair burdens. This fairness argument can be given a number of further, more-specific formulations. Libertarians, such as Robert Nozick, argue that taxation of income is unfair because it violates individual rights. They invoke an entitlement argument that presumes that the appropriate baseline of property rights is pretax income. Others take issue with specific policies that are supported by taxation, such as welfare provisions, and argue that welfare reform is necessary because tax burdens are only legitimate when they satisfy some form of reciprocity thesis. These arguments are critically assessed here in relation to three recent books – The Cost of Rights, The Myth of Ownership and The Civic Minimum – which explore different arguments often invoked in defence of tax cuts. Themes that raise important questions about taxation and justice are also examined – private property, welfare reform and inheritance. The real challenge facing justice theorists is to take scarcity seriously; thus, I emphasise the shortcomings of simply endorsing a ‘cost-blind’, rights-oriented conception of justice, which currently dominates debates in normative political theory.

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)0.007
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.010
Threshold uncertainty score0.055

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0050.028
Scholarly communication0.0100.010
Open science0.0010.005
Research integrity0.0050.005
Insufficient payload (model declined to judge)0.0100.002

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 head0.176
GPT teacher head0.462
Teacher spread0.285 · 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 designTheoretical or conceptual
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

Citations21
Published2004
Admission routes1
Has abstractyes

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