Report on the Bicarbonate Transport Satellite Meeting at the 53rd Annual Meeting of the Canadian Society of Biochemistry, Molecular and Cellular Biology
Bibliographic record
Abstract
The Bicarbonate Transport Meeting was held as a satellite meeting of the 53rd Annual Meeting of the Canadian Society of Biochemistry, Molecular and Cellular Biology (CSBMCB): Membrane Proteins in Health and Disease. The meeting covered the modern history of bicarbonate transporter proteins and brought together the major workers in the field. Ron Kopito recounted the story of the first determination of the amino acid sequence for a bicarbonate transporter, AE1/Band 3, 25 years earlier while working with Harvey Lodish at Harvard, while Tomohiro Yamaguchi and Teruhisa Hirai presented up-to-date data on AE1 structure obtained using electron crystallography. The meeting further spanned the spectrum of bicarbonate transporters, with sessions devoted to Cl-/HCO3- exchangers, Na+/HCO3- co-transporters, the link to carbonic anhydrase, and the SLC26 family of bicarbonate transporters expressed broadly in humans, yeast, and bacteria.
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.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.156 | 0.055 |
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".