Parsing the construct of maternal insensitivity: distinct longitudinal pathways associated with early maternal withdrawal
Why this work is in the frame
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Bibliographic record
Abstract
The current paper expands on Ainsworth's seminal construct of maternal sensitivity by exploring the developmental pathways associated with one particular form of insensitivity: maternal withdrawal. Drawing on longitudinal data from infancy to age 20 in a high-risk cohort, we highlight how maternal withdrawal over the first eight years of life is associated with child caregiving behavior and with maternal role confusion, as well as with features of borderline and antisocial personality disorders. We also present evidence for the specificity of this pathway in relation to other aspects of maternal insensitivity and other aspects of child adaptation. To illuminate these pathways we both review recent published work and report new findings on the middle childhood and adolescent components of these trajectories. Finally, we consider the implications for assessment of maternal behavior in high-risk samples and indicate directions for productive future work.
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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 | 0.000 | 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 | 0.001 | 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) | 0.001 | 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 it