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Record W3200060882 · doi:10.21991/cf29426

Bringing the Mixed Constitution Back In

2021· article· en· W3200060882 on OpenAlexaffvenueabout
Mary Liston

Bibliographic record

VenueConstitutional Forum / Forum constitutionnel · 2021
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicLaw, logistics, and international trade
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsConstitutionMisrepresentationLawJurisprudenceMixing (physics)Salience (neuroscience)Law and economicsQuality (philosophy)EconomicsPolitical sciencePhilosophyComputer scienceEpistemologyPhysics

Abstract

fetched live from OpenAlex

No doubt exists that the separation of powers is a fundamental architectural principle in Canadian public law jurisprudence. But what about the idea of a mixed constitution? A simple CanLII search for “mixed constitution” turns up six cases. In five1 of these cases, the search reveals the following phrases: “pre-mix constituted goods,” “the mix constituting the excavated material,” “the Owners’ mixes constitute ‘bread and rolls’,” “the improper mixing constituted a fraudulent misrepresentation,” and “quality control for the asphalt mix constituted.” Clearly baking and aggregate blends figure largely in constituted mixes, but the constitutional jurisprudential sense is largely absent. That said, concerns about pre-mixing, constituted goods, excavating, improper mixing, and quality control do have some salience for the discussion that follows.

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)0.000
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 categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.978
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.005
Scholarly communication0.0010.002
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.002

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 head0.028
GPT teacher head0.232
Teacher spread0.204 · 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; both teacher heads agree on what is shown here.

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

Citations0
Published2021
Admission routes3
Has abstractyes

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