Assessing the influence of the home on sustaining churchgoing among young Baptists in Canada: a replication study
Bibliographic record
Abstract
Abstract This paper explores the influence of the home on sustaining churchgoing among young Baptists in Canada. Data provided by 126 young Baptists between the ages of 12 and 18 years attending a week-long youth mission and service programme demonstrated that neither personal factors (age and sex) nor psychological factors (extraversion, sensing, thinking, and emotionality) were statistically significant after taking parental church attendance into account. Moreover, these data confirmed fathers' attendance as a statistically significant factor augmenting the effect of mothers’ attendance. The implications of these findings are discussed for pastoral practice. Within the current social context, churches concerned with recruiting and retaining young members may need to concentrate on nurturing and resourcing Christian households (including fathers as well as mothers) in supporting the religious faith and practices of their children. The support and example of both mothers and fathers is important for boys and for girls across the teenage years.
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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 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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 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".