Physiology and pharmacology of temperature regulation: From basic to applied and across environments
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 Call for papers on the theme of Physiology and Pharmacology of Temperature Regulation (PPTR) was announced by Andrej Romanovsky, the Editor-in-Chief of Temperature during the virtual PPTR (vPPTR) 2020 conference that was held from Oct 26–29, 2020. During vPPTR 2020 Editor Romanovsky invited each of us as Guest Editors for this initiative and we are pleased to report that the Call received an excellent response, resulting in 13 contributions including 3 Comprehensive Reviews, 3 Priority Reviews, 2 Research Papers, 1 Priority Report, 1 Front Matter comment and 1 Front Matter reply, a Front Matter Discovery piece and the current plus an additional editorial [1] that appear in two special issues of Temperature.
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 | 0.000 | 0.000 |
| 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) | 0.001 | 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 it