Bibliographic record
Abstract
A neonaticide is the homicide of an infant that occurs during the first 24 hours after birth. This homicide is almost exclusively done by the mother. According to previous data, the parent who commits such homicide is a single woman, who usually conceals her pregnancy and delivers secretly either at home or in the workplace and panics at this very moment. Five vignettes are selected from the files of the Quebec Coroner. The cases are presented in order to verify if these women represent a homogeneous group, as research of the last thirty years has demonstrated. According to data for the period between 1986 and 1994, the deceased newborns are boys, and the teenage mothers have personalities that are characterized by immaturity. In this group, denial of pregnancy is a temporary state that may vary in depth among individuals. Moreover, they did not want to be pregnant. One older group of women experience separation anxiety at the time of commiting the neonaticide. Clinical and theoretical implications are discussed in link with these two sub-groups.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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; both teacher heads agree on what is shown here.
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".