ALTA PRODUTIVIDADE E A RELAÇÃO COM A SÍNDROME DE BURNOUT
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
A Síndrome de Burnout ou síndrome do esgotamento profissional, é caracterizada pelo excesso crônico de estresse ocupacional que leva ao cansaço emocional e físico, influenciando na redução da capacidade do indivíduo. A alta produtividade no trabalho é algo comum nos dias de hoje, as pessoas querem produzir mais, de maneira rápida, sabendo administrar melhor o seu tempo de modo que não se cansem muito e sejam práticos. O objetivo do estudo é compreender a diferença entre um indivíduo produtivo e aquele com a síndrome de Burnout, a partir da revisão de literatura, realizada por meio das seguintes bases de dados: SciELO, PubMed PsycINFO e Science Direct.
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 | 0.006 | 0.009 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.003 | 0.007 |
| Insufficient payload (model declined to judge) | 0.008 | 0.008 |
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