Responsabilidad social y cooperativismo: un análisis desde la industria bancaria canadiense
Bibliographic record
Abstract
Los informes de responsabilidad social han experimentado un crecimiento considerable en las dos últimas décadas. Una de las razones ha sido la adopción de medidas normativas para obligar a las empresas a difundir su contribución a la colectividad. En el ámbito financiero, Canadá es un país pionero obligando a las mayores instituciones federales a publicar un informe de responsabilidad social. En este conetxto, las cooperativas de servicios financieros se enfrentan a una obligación implícita de comunicación a pesar de que sus principios y su razón de ser incluyen el concepto de responsabilidad social y que sus actividades están vinculadas intrínsecamente a sus comunidades. Este trabajo pretende contribuir al debate sobre la RSE analizando el comportamiento de las mayores entidades de la industria bancaria utilizando para ello los informes sostenibles con el objetivo de analizar sus prácticas.; Gizarte erantzukizunari buruzko txostenek hazkunde nabarmena jasan dute azken bi hamarkadetan. Arrazoietariko bat izan da arauzko neurriak hartu direla enpresak behartzeko gizarteari egindako ekarpena ezagutarazi dezaten. Finantza arloan, Canada aitzindaria da instituzio federal nagusiak gizarte erantzukizunari buruzko txostena argitaratzeko behartzerakoan. Testuinguru honetan, finantza zerbitzuetako kooperatibek komunikatzeko betebeharra dute, nahiz eta beren printzipioak eta izateko arrazoiak gizarte erantzukizunako kontzeptua barneratu, eta beren jarduera berez komunitateari lotuta egon. Lan honek Enpresen Gizarte Erantzukizunaren eztabaidari ekarpena egin nahi dio, banku arloko industriako entitate nagusien portaera aztertuz, horretarako txosten jasangarriak erabilliz beren praktikak ikusteko.; Reports of social responsibility have grown considerably in the past two decades. One reason has been the adoption of regulations to force companies to spread their contribution to the collectivity. Considering financial sector, Canada is a pioneer forcing major federal institutions to publish a social report. In this context, financial services cooperatives face an implicit obligation to communicate despite their principles and their values include the concept of social responsibility and that their activities are intrinsically linked to their communities. This work aims to contribute to the debate on CSR by anlyzing the behavior of the Canadian largest institutions of the banking industry using the sustainable reports to obtain some clues on their tendencies.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.004 | 0.005 |
| Science and technology studies | 0.004 | 0.006 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.014 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".