Gotovnost' sovremennykh roditelei k effektivnoi realizatsii ikh sotsial'noi roli "roditel'" (na primere izucheniia ottsov vospitannikov DOO)
Bibliographic record
Abstract
The article reflects the results of experimental testing of the monitoring program, focused on studying the specifics of the manifestation of modern fathers' readiness to effectively implement their most important social role – «parent». Based on the results of research by scientists in the field of parenting (research by V.V. Abramenkova, A.I. Antonov, V.V. Boyko, V.I.Brutman, A.I. Zakharova, S.Yu. Meshcheryakova, R.V. Ovcharova, V.A.Petrovsky, N.Yu. Sinyagina, G.G. Filippova, A.G. Kharcheva; D. Bassin, E. Galinsky, M. Honey, M. Kaplan, etc.) and an experimental monitoring program was implemented, aimed at a detailed study of the readiness of the fathers of our pupils for responsible fatherhood. Having summarized the data obtained by us as a result of the monitoring program, we conclude that only a quarter of dads are responsible for the implementation of the role of «parent». Most fathers need help for raising their children. We define the development and subsequent implementation of the program of psychological and pedagogical support for dads in the upbringing of their children in the practice of preschool educational institutions as the target guidelines for our future activities.
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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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.017 | 0.001 |
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".