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
When coined about half a century ago, employment in the informal economy was discussed by what it was not: formal. Addressed as a sector of the urban workforce, its definition was a summing up of descriptive traits which made manifest how people in the Global South, deprived of most or all means of production, earned their livelihood by selling their labour power. Investigating their predicament zoomed in on the restructuring of peasant economies and societies to post-peasant ones. The anticipated upward mobility, which was supposed to be boosted by the bargaining power of collective action, did not materialise. Rather than expanding formalisation of labour relations, the reverse took place. The small segment which had been promoted to and protected by regular and regulated employment was subjected to informalisation. In the onslaught of neo-liberal capitalism from the last quarter of the twentieth century onwards, labour flexibilisation and casualisation not only intensified in the Global South but also spread to the Global North. The new policies ended the brokerage which the nation–state once developed to mediate between the interests of capital and labour, leading to a worldwide shrinking of public institutions, space and representation. While the debate with regard to informality has remained firmly focused on labour and employment, I argue that corporate capital in collusion with étatist authority has not only effectuated the deregulation of paid work but also abandoned the legal code of formality ending in a state of lawlessness for the people at the bottom of the pile. In the reconfiguration, both politics and governance are next to big business as stakeholders in a regime of informality erosive of equality, democracy, civil rights, solidarity and shared well-being for humankind at large. KEYWORDS: Capitalism; trade unionism; public sector; welfarism; footloose; self-reliance
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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