Bibliographic record
Abstract
T he eight foot high granite memorial stone sits outside the front wall of Attica Correctional Facility, facing a public road about a hundred feet away.Engraved on the stone in the New York State Seal are the words: "In memory of the employees who gave their lives in the riot of September 9-13, 1971.Man's inhumanity to man makes countless thousands mourn".The names of 11 deceased employees follow those words.Altogether, 43 people died in this riot.A prison guard and three prisoners were murdered by prisoners.Thirty-nine were killed in the September 13 th retaking of the prison -29 prisoners and 10 employees.All were shot to death by state troopers and prison guards.While some of these deaths were accidental, many murders were committed that day by troopers and guards, and none of them was ever prosecuted for his or her crimes.Crimes that were committed by prisoners during this riot were pursued with vigour by the prosecuting authorities, while those committed by state troopers and prison guards were covered up.It is not my intention to write about this cover-up.That subject has been adequately covered in the book The Turkey Shoot by Malcolm Bell, one of the Assistant Attorney Generals assigned to handle the investigation and prosecution of those guilty of crimes related to this riot.In confl ict with the powers that be at that time over this cover-up, Mr. Bell resigned his post.My interest is in the Attica riot monument.Forty-three human beings died in the Attica riot, yet only 11 names appear on this memorial stone.It does not matter who killed who, why, or how.Everyone who died in that riot was a victim, and every one of their names belongs on that memorial stone.It is easy to blame the prisoners for the deaths that occurred in this riot.But while the prisoners rioted, it was not the prisoners that brought the riot about.It was caused by subjecting human beings to horrendous prison conditions, without affording them proper and adequate recourse to change them.It was the state itself that caused the Attica riot (Wicker, 1976).This does not justify what the prisoners did, for nothing justifi es violence, but those in authority were not ignorant of the fact that, if you make a situation unbearable and hopeless, without recourse or possible remedy, then violence will occur.Has history not taught us this on many different levels?Are revolutions not born of such conditions?The quote on the stone: "Man's inhumanity to man makes countless thousands mourn", is attributable to Viktor Frankl, a prisoner of renown,
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How this classification was reachedexpand
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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 teacher head, 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".