Bibliographic record
Abstract
[TT] WHETHER someone can be so benefited by good angels that he cannot be affected with sorcery by sorceresses in any of the methods described below. [AG] It seems that he cannot, because it was explained in the foregoing that even the blameless, the innocent and the righteous are very often afflicted by demons. For instance, Job, the very many innocent children who can be seen to be affected by sorcery, and many other righteous people were affected like this. They were not affected in the same way as sinners, however, because this does not result in the loss of their souls through damnation, though they are afflicted in terms of the good things of fortune and body. [SC] To the contrary is the sorceresses' confession | that they cannot harm everyone but only those whom they perceive through information from demons to be bereft of divine help. [CO] Response. There are three kinds of people who are benefited by God and whom that very bad sort cannot harm with their acts of sorcery. The first are those who carry out public justice against sorcerers or engage in some public office against them. The second are those who protect themselves with the rites maintained and revered by the Church, like the sprinkling of Holy Water, the eating of Holy Salt, and the lawful use of candles consecrated on the Day of Purification or of fronds consecrated on Palm Sunday, since the Church exorcizes such things for the purpose of lessening the strength of the demons (an explanation of the methods will be given). The third are those who are benefited by holy angels in countless different ways. About the first group, an explanation is given and is corroborated by various acts and events. Because every power derives from God and carries the sword, according to the Apostle [Romans 13:4], to punish the evil and repay the good, it is no wonder that in that case demons are warded off by the power of angels at the moment when justice is carried out to punish that horrible crime.
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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 | 0.003 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.004 | 0.007 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.007 | 0.007 |
| Insufficient payload (model declined to judge) | 0.144 | 0.054 |
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".