The orderly recruitment of postganglionic sympathetic neurons
Bibliographic record
Abstract
Vascular & Smooth Muscle Physiology Themed Meeting in EdinburghSociety Themed Meetings are a great opportunity to meet and learn from those working in a similar field.December's event is for all those working, or with an interest in, vascular and smooth muscle physiology, and will bring together around 150 scientists and clinicians to share ideas and the latest cutting-edge research.The focused symposium, put together by A. Mark Evans (University of Edinburgh, UK) and Graeme Nixon (University of Aberdeen, UK), adds internationally renowned speakers to explore the topic 'Nanojunctions and calcium signalling in smooth muscle cells: from contraction and migration to gene expression'.This Meeting will naturally bring together scientists working on smooth muscle in a variety of research fields.It will represent the broadest church in terms of a consideration of regulation, not only of processes that underpin calcium signals, but also of the wide variety of cellular functions that signal control, from contraction, energy supply and migration to gene expression.Therefore, this Themed Meeting will stimulate much discussion across research boundaries and facilitate collaborative ventures between research groups in the UK and abroad.Surgeons' Hall is based in the heart of Edinburgh -10 minutes from Edinburgh Castle, Princes Street and importantly, Waverley train station.The King Khalid Building will host the Meeting itself, whereas the historic Fellows Library in the Playfair Building will be the venue for The Society Dinner.Attending the dinner will give you unique access to museums of surgery and dental surgery that house collections of international importance, and will fascinate medical and lay people alike.Like all Society Meetings, we welcome Members and non-Members of The Society at any stage in their career, from undergraduates to more senior researchers.Even if this is not your field, but Edinburgh is local to you, why not come along and meet new people and also some members of The Physiological Society team?www.physoc.org/vs2011
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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 | 0.001 | 0.001 |
| 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 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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".