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Record W2912534990 · doi:10.25071/1705-1436.171

Achieving Public Policy Objectives Through Collective Agreements: The Project Agreement Model for Public Construction in British Columbia’s Transportation Sector

2003· article· en· W2912534990 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJust Labour · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsEquity (law)NegotiationNorm (philosophy)Collective bargainingLocal governmentPayrollCollective agreementPublic administrationBusinessEconomic growthPolitical scienceEconomicsLawAccounting

Abstract

fetched live from OpenAlex

The Construction of the $1.2 billion Vancouver Island Highway Project provided an opportunity for the building trades unions and the Government of BC to negotiate an innovative collective agreement that included union membership, training for local residents and members of equity groups, new employment opportunities for members of designated equity groups and a comprehensive health and safety program.The Project implemented the most comprehensive system of tracking progress in employment equity in BC’s history. By its completion, women, First Nations, persons with disabilities and visible minorities accounted for just under 20% of total hours worked in an industry where 2% representation is the norm. Over 94% of payroll went to local residents, ensuring their communities the benefits of this major capital project. Finally, the health and safety record was significantly better than on any comparable construction project. Far from being an impediment to the efficient and timely completion of this major construction project, the collective agreement made it possible to deliver training, employment opportunities and regional development

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.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.687
Threshold uncertainty score0.802

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.053
GPT teacher head0.305
Teacher spread0.252 · 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