MétaCan
Menu
Back to cohort
Record W3172145532 · doi:10.1108/tcj-10-2020-0146

Why this realtor®? Branding at Boyes Group Realty Inc. version: 2020-10-07

2021· article· en· W3172145532 on OpenAlexaffabout
Brooke Klassen, Brian Lane

Bibliographic record

VenueThe CASE Journal · 2021
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicConsumer Behavior in Brand Consumption and Identification
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsMarketingBrand managementBrand extensionBrand equityBrand identityBusinessValue propositionAdvertisingMarket segmentation

Abstract

fetched live from OpenAlex

Theoretical basis The case learning objectives and discussion questions relate very closely to several theories related to branding, including brand positioning, brand growth, brand management, customer value proposition, brand matrix and brand identity. Research methodology The information provided in this case was gathered by the author through personal interviews and email exchanges with Jordan Boyes, managing broker and owner of Boyes Group Realty Inc. Secondary research was also conducted to gather relevant academic materials, as well as industry and competitor information. Case overview/synopsis Jordan Boyes opened Boyes Group Realty Inc. in 2015 after working as a Realtor® at another private realty firm in Saskatoon, Saskatchewan for several years. They offered buying and selling services in the areas of commercial, residential and farm real estate. Over the past five years, they had experienced strong sales numbers and growth in the number of new agents joining the company. However, Boyes saw untapped potential in the marketplace and wanted to develop a brand strategy that took the best advantage of brand extension opportunities to drive the continued growth of his company. Complexity academic level This case is suitable at the undergraduate level for a branding course, marketing strategy course or services marketing course. The case is best used to apply the concept of developing brand identity and making strategic decisions in a service-based organization.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience 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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.056
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0230.003

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 head0.031
GPT teacher head0.259
Teacher spread0.228 · 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 designNot applicable
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 routes2
Has abstractyes

Explore more

Same venueThe CASE JournalSame topicConsumer Behavior in Brand Consumption and IdentificationFrench-language works237,207