Estudio comparativo de la cantidad de informes de responsabilidad social emitidos por las empresas al Global Reporting Initiative (GRI)
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.
Bibliographic record
Abstract
Resumen En este trabajo se realiza un estudio empirico y exploratorio en la base de datos del Global Reporting Initiative (GRI), con fines comparativos. Es evidente que las empresas europeas y japonesas son lideres en cuanto a la informacion social y medioambiental, asi como Estados Unidos y Canada, que tambien presentan altos indices de revelacion de informacion. Es apreciable el hecho de que las empresas ofrezcan mucha mas informacion de su pais de origen, pero poca o casi ninguna sobre su actuacion en otros paises en los que tienen presencia; esto tiende a justificarse con el argumento de que la cifra de negocios es poco representativa. El caso de los Estados Unidos Mexicanos (Mexico) es singular, por la poca presencia de sus empresas en los informes emitidos al GRI. En el trabajo se indican las posibles causas de este fenomeno y se apuntan las iniciativas gubernamentales y no gubernamentales que se llevan a cabo para impulsar esta forma de gestion en las empresas. palabras clave: Global Reporting Initiative (GRI), informe de sustentabilidad, informe social y medioambiental, responsabilidad social corporativa. Abstract In this work we make an empiric and exploratory study on Global Reporting Initiative (GRI) data base. Evidence that Europeans and Japanese’s corporations are pioneers in social and environmental information. North America and Canada have high index of information, less significative and exhaustive than Europe and Japan, there are more than in others Asiatic and Americans countries. Important is how the corporations have much information in their own countries, but not about the others countries where are presence, because the economy in this place is low. And tell us the importance of some sectors. The United States Mexican (Mexico) has a singular situation, first, his economic position, and second, the inexistent presence on the corporate social reports on GRI data bases of Mexican corporations. In this work we explain the possible causes and tell us the governance and no governance initiatives on impel this management area on corporations. keywords: Global Reporting Initiative (GRI), sustainability report, environmental and social report, corporate social responsibility.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it