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Record W4401875138 · doi:10.17163/uni.n41.2024.06

La actividad periodística y los desafíos de su gestión en los Estados Unidos de América y Europa

2024· article· en· W4401875138 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

VenueUniversitas · 2024
Typearticle
Languageen
FieldComputer Science
TopicMedia and Digital Communication
Canadian institutionsnot available
Fundersnot available
KeywordsNewspaperSustainabilityRevenueBusiness modelPolitical scienceSocial mediaBusinessMarketingAdvertisingAccounting

Abstract

fetched live from OpenAlex

The digital age has opened the doors to numerous opportunities for publishing organizations and journalists, and has increased the number of challenges, particularly those related to the sustainability of the business model. The management of media companies faces a number of profound and disruptive challenges that even significantly defy the logic of various social media industries. This paper aims to understand the sustainability and challenges of media business models and how managers are reacting and adapting their practices in this industry in the field of digital transformation, and in an increasingly competitive market. Thus, the central research questions of this work are: RQ1. What are the main strategies and management practices applied by journalistic companies to achieve the sustainability of their business model and funding? RQ2. To what extent are the revenue streams of digital newspapers growing and how has the funding model of US newspapers differed from that of European ones? This article is based on 6 interviews (out of a total of 90 from a larger study that included executives from media companies based on all continents) with executives from 3 North American (United States and Canada) and 3 European newspaper companies. (Ireland, UK and France).

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.861
Threshold uncertainty score0.576

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 science0.0010.000
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 head0.010
GPT teacher head0.243
Teacher spread0.233 · 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