Implementing UNITIS to bridge information gaps
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
The action of nitric oxide (NO) and the distribution of putative nitric oxide synthase-containing cells in the pelagic pteropod mollusc Clione limacina were studied using nicotinamide adenine dinucleotide phosphate diaphorase (NADPH-d) histochemistry and conventional microelectrode techniques in the isolated central nervous system and in semi-intact preparations. The majority of NADPH-d-reactive neuronal somata were restricted to the cerebral ganglia. The labeled cells were small in diameter (20-30 microm) and were located in the medial areas of the ganglia. A pair of symmetrical neurons was found in the peripheral "olfactory organ." NADPH-d-reactive non-neuronal cells were detected in the periphery and were mainly associated with secretorylike cells and organs of the renopericardial system. The NO donor, diethylamine NO complex sodium salt (10-100 microM), activated neurons from both feeding and locomotory circuits. The cGMP analog, 8-Br-cGMP, mimicked the effects of NO on neurons. We suggest that NO is an endogenous neuromodulator involved in the control of some aspects of feeding and locomotor behavior of Clione.
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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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