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Record W4411656669 · doi:10.51847/zxh579pfgs

10.51847/zXh579PfgS

2000· article· en· W4411656669 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

VenueTime to knit · 2000
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicConsumer Behavior and Marketing Influence
Canadian institutionsnot available
Fundersnot available
KeywordsLoyaltyBusinessQuality (philosophy)Marketing

Abstract

fetched live from OpenAlex

The current research aims to analyze effect of indices of quality of relationships on customers' loyalty in Pishraft Darman Company.The statistical population of this study includes all customers in Pishraft Darman Company in 2017 and 150 customers were chosen as statistical sample using unlimited population sampling technique.In this survey, indices of quality of relations (trust commitment and satisfaction) were considered as independent variables and customers' loyalty was assumed as dependent variable.The current research is included in applied studies and it is deemed as a descriptive survey in terms of method.The librarian method was utilized in this study for data collection.The data collection technique was of librarian type and questionnaire was adapted as a tool for data collection.All hypotheses were analyzed at significance level (p<0.01) for which SPSS software (v.20) was employed for execution of all statistical operations.The research findings indicated that the indices of relationship quality might affect customers' loyalty in Pishraft Darman Company.Trust, commitment, and satisfaction affect the relationship in loyalty of customers in Pishraft Darman Company.

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 categoriesInsufficient 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: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.958
Threshold uncertainty score0.523

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 communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.9910.986

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 head0.008
GPT teacher head0.183
Teacher spread0.175 · 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