Inseminated Female Mice (Mus musculus) Investigate Rather Than Avoid Novel Males That Disrupt Pregnancy, but Sires Protect Pregnancy.
Bibliographic record
Abstract
Experiment 1 replicated the Bruce effect, showing pregnancy termination in CF1 strain female mice (Mus musculus) housed underneath novel heterogeneous strain (HS) males. In a 4-arm maze in Experiment 2, inseminated CF1 females approached novel HS males more often than CF1 sires or unfamiliar CF1 males. In Experiment 3, inseminated females showed random nesting sites when housed continuously underneath 4 compartments containing the sire, a novel CF1 male, a novel HS male, and no stimulus. In Experiment 4, when inseminated females were housed with or without the sire below novel HS males, the sire's presence decreased female interaction with novel males and mitigated the Bruce effect. Inseminated females do not reliably avoid males that disturb pregnancy unless the sire is immediately present.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 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 | 0.001 |
| 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 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".