MétaCan
Menu
← Back to cohort
Record W7096092131

How To Become Seductive: Make Canada More Investment-Friendly

2005· article· en· W7096092131 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsInvestment (military)Tax rateCapital (architecture)Depreciation (economics)Corporate taxAccounts payableTax reformProductivityTax deferralIndirect tax
DOInot available

Abstract

fetched live from OpenAlex

Federal and provincial finance ministers need a wake-up call during this budget season. They have to make Canada a far more attractive location for investment capital. As it stands, Canada’s business investment taxes are the third highest in the world, using a representative selection of 20 industrialized and large developing countries. That is a potentially self-destructive status. Because of the importance of business capital investment for productivity improvement, technological advancement and the country’s standard of living, it is urgent that federal and provincial governments put together a new action plan to improve Canada’s business tax competitiveness. Many analysts define tax competitiveness using only one element of the business tax system — the statutory income tax rate that applies to corporate income. That approach can lead to an illusionary result that, more often than not, creates complacency among the nation’s governments. In fact, the taxes that businesses actually pay depend on the rules that define income, such as depreciation and inventory cost deductions, as well as many other taxes directly related to capital investment. A better measure of the overall business-tax structure is the marginal effective tax rate (METR) for investments. The METR is the amount of corporate income and other capital-related taxes as a percentage of pre-tax profits for marginal investments — investments that earn a rate of return on capital that is just sufficient to attract savings from international markets. The METR calculation takes account, for example, of the lower income taxes payable in countries that allow higher depreciation charges than other jurisdictions, even if the statutory rate is the same or higher. As well, a low statutory tax rate can produce a high effective tax rate if the definition of taxable income permits few deductions. A summary of the 2004 tax provisions is available upon request. Canada’s METR on capital investments in the manufacturing and services industries was 31.3 percent in 2004, the third highest among the 20 countries examined (Table 1). Specific disadvantages in Canada include: • The sixth highest general corporate income tax rate, surpassed only by Japan,

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)0.003
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.061
Threshold uncertainty score0.444

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.008
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0150.005
Scholarly communication0.0120.005
Open science0.0020.005
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0430.009

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 head0.012
GPT teacher head0.270
Teacher spread0.258 · 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 designNot applicable
Domainnot available
GenreCommentary

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
Published2005
Admission routes1
Has abstractyes

Explore more

Same topicCanadian Policy and Governance→French-language works237,207→