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Record W1987887375 · doi:10.1080/14790531003755286

Environmental Initiatives in Bed and Breakfast Establishments in Canada: Scope and Major Challenges with Implementation

2010· article· en· W1987887375 on OpenAlex
Merel van Haastert, Danuta de Grosbois

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueTourism and Hospitality Planning & Development · 2010
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicEnvironmental Sustainability in Business
Canadian institutionsBrock UniversityUniversity of Guelph
Fundersnot available
KeywordsScope (computer science)SustainabilityBusinessTourismHospitalityMarketingHospitality industryBest practiceEnvironmental planningEnvironmental resource managementEconomicsManagementPolitical scienceGeography

Abstract

fetched live from OpenAlex

The objective of this paper is to investigate the implementation of environmental practices in small firms in the hospitality industry, namely bed and breakfast establishments. The issues addressed include motivations, scope of environmental initiatives and challenges faced during their implementation. The study is based on interviews with eight bed and breakfast owners in the Niagara Region in Canada. The research indicated a limited scope of environmental initiatives at bed and breakfast establishments. The majority of the initiatives had a cost savings nature and include different actions aimed at energy conservation, water conservation and waste management. Further analysis indicated three major types of barriers to adoption of environmental practices by tourism micro businesses: budgetary constraints, lack of knowledge and conflict with customer attitudes and expectations. The study specifically highlights significant lack of understanding of the sustainability terminology and very low awareness of the impacts of the business activity on the environment by the owners of bed and breakfast establishments and calls for additional education and training on sustainability for small business owners.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.239
Threshold uncertainty score0.880

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.007
GPT teacher head0.207
Teacher spread0.200 · 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