Open road - Issue 06, Spring 1978
Bibliographic record
Abstract
In this issue: Putting the finger on rapists, Canadian jailers circle wagons, Still bringing the war back home; Roadside notes; Happy birthday CNT: new years, new challenges; On the road; Quebec killing spooks wardens; Peaceniks home again; Greek anarchists sprung: new frame-up in works; Feminists turn tables on rapists; Rainbow Army liberates Christiania: Santa an influential militant; News from nowhere; Letter from Germany: inside the new Reich; Loose thread in Iron Curtain: Polish dissident forces firm up; Czechs rock boat; The fugitive kind; The blast; Rita Brown gets 25 years for bank jobs; When a government puts people in jail for their political opinions ... (poster); Growing up-tight in the family; Marie-Louise Berneri: a recollection; Blue collar poets boost production; Mutual aid Rx for prison system; Anarchism from A-to-Z (book review); The Open road's little black book; Armed struggle: the primacy of action; Durrutti between covers
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 | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.009 | 0.004 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.005 | 0.003 |
| Insufficient payload (model declined to judge) | 0.522 | 0.432 |
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".