Социальная гигиена как феномен научной революции в медицине конца xix - первой половины ХХ века
Bibliographic record
Abstract
The article presents results of analysis of works of late XIX first quarter of XX centuries devoted to problems of social hygiene. It is established that origin of social hygiene was directly related to crucial revision of conceptions of causes and essence of diseases that created necessary conditions for transfer into medicine ideas and methods of political economy, sociology and eugenics. It is proved that origin of social hygiene was appropriate consequence of those crucial alterations in mass physician''s consciousness that characterize scientific revolution in medicine of late XIX first half XX centuries.
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How this classification was reachedexpand
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 | 0.010 | 0.010 |
| Meta-epidemiology (narrow) | 0.004 | 0.004 |
| Meta-epidemiology (broad) | 0.007 | 0.003 |
| Bibliometrics | 0.001 | 0.005 |
| Science and technology studies | 0.005 | 0.007 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.006 | 0.003 |
| Research integrity | 0.005 | 0.005 |
| Insufficient payload (model declined to judge) | 0.003 | 0.017 |
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; both teacher heads agree on what is shown here.
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".