Los conflictos entre los requisitos de la teoría fundamentada y las exigencias institucionales para la investigación científica
Bibliographic record
Abstract
The authors examined the conflicts between\ngrounded theory requirements and institutional\nrequirements for scientific research\nsuch as they were experienced by researchers\nand students. The overview of how grounded\ntheory was originally conceived served as\nbackground to the analysis of the problems\ngrounded theory users o$en faced when\nthey submitted research projects to academic\nor granting committees. !ree especially\ncontentious aspects that arose from the data\nwere discussed: the circularity of the general\nresearch method, the suspension of references\nto theoretical frameworks, and theoretical\nsampling. Participants to this study have explored\nsome possibilities to overcome those\nconflicts.
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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 | 0.387 | 0.367 |
| Meta-epidemiology (narrow) | 0.001 | 0.002 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.006 | 0.006 |
| Science and technology studies | 0.019 | 0.058 |
| Scholarly communication | 0.038 | 0.023 |
| Open science | 0.004 | 0.018 |
| Research integrity | 0.005 | 0.011 |
| Insufficient payload (model declined to judge) | 0.003 | 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; the direct Gemma label and the distilled Codex classifier 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".