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
We report here that intracellular pH (pH(i)) in cleavage-stage human embryos (2-8-cell) is regulated by at least two mechanisms: the HCO(3)(-)/Cl(-) exchanger (relieves alkalosis) and the Na(+)/H(+) antiporter (relieves acidosis). The mean pH(i) of cleavage-stage embryos was 7.12 +/- 0.008 (n = 199) with little variation between different stages. Embryos demonstrated robust recovery from alkalosis that was appropriately Cl(-)-dependent, indicating the presence of the HCO(3)(-)/Cl(-) exchanger. This was further confirmed by measuring the rate of intracellular alkalinization upon Cl(-) removal, which was markedly inhibited by the anion transport inhibitor, 4,4'-diisocyanatostilbene-2,2'-disulphonic acid, disodium salt. The set-point of the HCO(3)(-)/Cl(-) exchanger was between pH(i) 7.2 and 7.3. Embryos also exhibited Na(+)-dependent recovery from intracellular acidosis. Na(+)/H(+) antiporter activity appeared to regulate recovery up to about pH(i) 6.8; this recovery was HCO(3)(-)-independent and amiloride-sensitive, with a pH(i) set-point of approximately 6.8-6.9. A second system that was both Na(+)- and HCO(3)(-)-dependent appeared to mediate further recovery from acidosis up to about pH(i) 7.1. Thus, pH(i) of early human preimplantation embryos appears to be regulated by opposing mechanisms (HCO(3)(-)/Cl(-) exchanger, Na(+)/H(+) antiporter, and possibly a third acid-alleviating transporter that was both Na(+)- and HCO(3)(-)-dependent) resulting in the maintenance of pH(i) within a narrow range.
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 | 0.001 | 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