Bibliographic record
Abstract
The motor patterns produced by the stomatogastric ganglion (STG) are strongly influenced by descending modulatory inputs from anterior ganglia. With these inputs intact, in control saline, the motor patterns produced by the stomatogastric nervous system of embryonic and larval lobsters are slower and less regular than those of adult lobsters. We studied the effects of the hormonal modulator, crustacean cardioactive peptide (CCAP) on the discharge patterns of STG motor patterns in embryos, larvae, and adult Maine lobsters, Homarus americanus, with the anterior inputs present and absent. In adults, CCAP initiated robust pyloric rhythms from STGs isolated from their descending control and modulatory inputs. Likewise, CCAP initiated robust activity in isolated embryonic and larval STGs. Nonetheless, quantitative analyses revealed that the frequency and regularity of the STG motor neuron discharge seen in the presence of CCAP in isolated STGs from embryos were significantly lower than those seen late in larval life and in adults under the same conditions. In contrast, when the descending control and modulatory pathways to the STG were left intact, the embryonic and larval burst frequency seen in the presence of CCAP was increased by CCAP, whereas the burst frequency in adults was decreased by CCAP, so that in CCAP the frequencies at all stages were statistically indistinguishable. These data argue that immature embryonic motor patterns seen in the absence of CCAP are a function of immaturity in both the STG and in the descending and modulatory pathways.
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How this classification was reachedexpand
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 | 0.004 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".