Bibliographic record
Abstract
Objective To observe the effect of continuing family visit on the empty nester life happiness index.Methods Conducted a questionnaire survey by memorial university of Newfoundland scale of happiness.Conducted a questionnaire survey of 44 empty nesters in August 2010,the result was set as no home visit group.Conducted home visit of the 44 empty nesters monthly from September 2010 to September 2011,the result was set as home visit group.Compared the survey results of two groups.Results The average scrore of middle of emotions(PA)、generally positive experience(PE)and the total average score in home visit group were higher than those in no home visit group,average scrore of negative affect(NA)and generally negalive experience(NE)were lower than those in no home visit group,the difference were statistically significant(P0.05).Conclusion Continuous home visit can effectively promote the physical and mental health of empty nester,directly improve the life happiness index,to establish a more healthy way of life,should be widely applied.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".