MétaCan
Menu
Back to cohort
Record W3033400054

ANALYSIS OF THE BULGARIAN CANNING ENTERPRISES’ REVENUES

2016· article· en· W3033400054 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.

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

VenueKnowledge International Journal · 2016
Typearticle
Languageen
FieldEnvironmental Science
TopicBusiness and Economic Development
Canadian institutionsnot available
Fundersnot available
KeywordsProfitability indexRevenueBusinessProfit (economics)BulgarianFinanceIndustrial organizationEconomics
DOInot available

Abstract

fetched live from OpenAlex

Canning industry is a traditional sector of the Bulgarian economy. Products offered by the leadingcanning enterprises are sold in all supermarket chains in the country. The industry plays an important role in theBulgarian export sector. Products are successfully sold in the European Union member states, Russia, the formerSoviet republics, the USA, Canada, Israel, Australia, New Zealand, South Africa, etc.The importance of the issue about industrial enterprises’ revenue and financial results, as absolute financialindicators, is based on the fact that by their nature they are elements of the key business indicators system foranalysis and evaluation of financial results, business efficiency and financial stability. Based on the informationabout the amounts and dynamics of revenue and financial results, the management may make proper andsubstantiated decisions for the enterprises’ development, for their market and financial stability in short- andmid-term aspect. However, profit is an indicator that is not sufficient to measure the business efficiency. It needsto be compared with another indicator, for example, costs, revenue, assets, equity, and in this way the amount ofprofit corresponding to BGN 1 of input resources can be defined.Profitability calculated on the basis of revenue has direct effect on the formation and dynamics of other keybusiness indicators showing the business efficiency. Revenue profitability is a direct factor affecting the changesoccurring both in the total asset profitability and in the profitability of the entire capital invested by theindustrial enterprises.This study highlights the revenue of leading enterprises operating in the Bulgarian canning industry for the lastthree years.The subject matter of the study is the methodology for analysis of these enterprises’ revenue. The amount anddynamics of revenue and financial results of ten leading enterprises from the canning industry are analyzed andevaluated. On the basis of the information about the book profit and the total amounts of enterprises’ revenue,profitability is analyzed on the basis of revenue. The information obtained is used to evaluate the deviations ofenterprises’ revenue profitability from the average revenue-based profitability of the reporting enterprises in theindustry.The study is aimed at analyzing and evaluating, on the basis of the empirical data about revenue and financialresults, the position of the enterprises from this industry of the country, according to the revenue-basedprofitability.

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 categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.097
Threshold uncertainty score0.996

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)0.0050.000

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 head0.008
GPT teacher head0.236
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