Bibliographic record
Abstract
AbstractThe role of new manager in 21st century is very crucial in field nowadays. Corporate Social Responsibility (CSR) is a process with the aim to embrace for the company's and to encourage a positive impact through its activities on the environment, consumers, employees, communities, stakeholders and all other members of the public sphere who may also be considered stakeholders. The has to spend at least 2 percentages for the activities of CSR.Corporate social CSR, also called conscience, citizenship, social performance, or sustainable responsible business/ Responsible Business) is a form of self-regulation integrated into a business model. CSR policy functions as a built-in, self-regulating mechanism whereby a business monitors and ensures its active compliance with the spirit of the law, ethical standards and international norms. In some models, a firm's implementation of CSR goes beyond compliance and engages in actions that appear to further some social good, beyond the interests of the firm and that which is required by Law.Keywords: Corporate social responsibility, Business Accountability.IntroductionThe term corporate social responsibility became popular in the 1960s and has remained a term used indiscriminately by many to cover legal and moral more narrowly construed. Proponents argue that corporations make more long term profits by operating with a perspective while critics argue that CSR distracts from the economic role of businesses. McWilliams and Siegel's article1 published in Strategic Management Journal, cited by over 1000 academics, compared existing econometric studies of the relationship between social and financial performance. They concluded that the contradictory results of previous studies reporting positive, negative and neutral financial impact were due to flawed empirical analysis.McWilliams and Siegel16'17 demonstrated that when the model is properly specified; that is, when you control for investment in Research and Development, an important determinant of financial performance, CSR has a neutral impact on financial outcomes. In his widely cited book entitled Misguided Virtue: False Notions of Corporate Social Responsibility, David Henderson14 argued forcefully against the way in which CSR broke from traditional value-setting? He questioned the lofty and sometimes unrealistic expectations in CSR.Some argue that CSR is merely window-dressing, or an attempt to pre-empt the role of governments as a watchdog over powerful multinational corporations. Political sociologists became interested in CSR in the context of theories of globalization, neo-liberalism and late capitalism. Adopting a critical approach, sociologists emphasize CSR as a form of capitalist legitimacy and in particular point out what has begun as a social movement against uninhibited power has been co-opted by and transformed by corporations into a 'business model' and a 'risk management' device, often with questionable results CSR is titled to aid an organization's mission as well as a guide to what the company stands for and will uphold to its consumers.Development business ethics is one of the forms of applied ethics that examines ethical principles and moral or ethical problems that can arise in a busmess environment. ISO 26000 is the recognized international standard for CSR. Public sector organizations (the United Nations for example) adhere to the triple bottom line (TBL). It is widely accepted that CSR adheres to similar principles but with no formal act of legislation.ApproachesSome commentators have identified a difference between the Canadian (Montreal school of CSR), the Continental European and the Anglo-Saxon approaches to CSR. It is said that for Chinese consumers, a socially responsible company makes safe, high-quality products; for Germans it provides secure employment; in South Africa it makes a positive contribution to social needs such as health care and education. …
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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 | 0.007 | 0.016 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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 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".