Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The Secure Child: Timeless Lessons In Parenting and Childhood Education was designed to contribute meaning to the adage “what was old is new again.” Just as ideas in child psychology shifted in the 1960s from a focus on behavior to cognitive stages, we are currently seeing a shift away from stages of development toward an emphasis on the interplay between children and the world around them. Specifically, the book offers practical insights into how children can be helped to cope with their changing worlds. These insights emerged in the 1930s, a time of social and economic upheaval much like today. This collection of original papers by former students and colleagues of William E. Blatz, the renowned psychologist and pediatrician known as the “Dr. Spock of Canada,” makes a vital contribution by bringing forward and examining his work in the context of contemporary ideas about human development, parenting, and education. The collection forms a prologue to an included guide written by Blatz and colleagues, The Expanding World of the Child. The previously unpublished work articulates a comprehensive functional approach to parenting and childhood education. The unique format of this book will make it useful for courses in parenting, childhood education as well scholarship in child psychology, personality theory, and socialization.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.011 | 0.003 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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