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Record W2142174282 · doi:10.5539/emr.v2n1p34

Perspectives of Consultants on Health and Safety Provisions in the Labour Act: A Study into Theory and Practicals

2013· article· en· W2142174282 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.
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

VenueEngineering Management Research · 2013
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Health and Safety Research
Canadian institutionsnot available
Fundersnot available
KeywordsSnowball samplingRanking (information retrieval)DutyBusinessOccupational safety and healthData collectionIndex (typography)Hazardous wasteDescriptive statisticsOperations managementEngineeringPublic relationsMedicinePolitical scienceComputer scienceSociologyLawMathematicsSocial scienceStatistics

Abstract

fetched live from OpenAlex

The construction industry has been seen as one of the hazardous industries. This is because the industry has a poor health and safety performance record compared to other industries all over the world. The Labour Act provides that it is the duty of an employer to ensure that every worker employed by him or her works under satisfactory, safe and healthy conditions. The objective of this study is to identify how clauses in the Labour Act 651 addressing appropriate health and safety standards are used in construction sites and identify possible challenges facing the adaptation of the requirements of Health and Safety in the Labour Act. Using convenience and snowball sampling techniques, 200 questionnaires were distributed to architects, quantity surveyors, site and structural engineers. One hundred and twenty-one were retrieved representing a response rate of 61.5%. The data was analysed using descriptive statistics, and Relative Important Index ranking. The findings indicate that clauses in the Labour Act 651 addressing appropriate health and safety standards are poorly adhered to. The findings also indicate that the key challenges facing the adaptation of the Labour Act are; inadequate training, poor risk assessment, cost, reporting shortfalls ,lack of H&S professionals, inadequate H&S policies, data collection shortfalls, lack of H&S education, communication shortfalls and workers attitudes towards Health and Safety.

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)0.013
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.737
Threshold uncertainty score0.475

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0130.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.072
GPT teacher head0.514
Teacher spread0.442 · 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