Developing integrated policing: the Blanchardstown Community Policing Forum.
Bibliographic record
Abstract
The neural connections from the medial prefrontal cortex to the ventral pallidum were investigated in urethane-anesthetized rats. Extracellular recordings were made from 124 spontaneously firing neurons in the ventral pallidum while the medial prefrontal cortex was electrically stimulated. The most frequent response to prefrontal cortex stimulation was inhibition of the firing rate of 72.3% of the neurons with orthodromic response (mean latency: 14.4 +/- 1.6 ms). Excitatory responses were found in 27.7% of the neurons with orthodromic response (mean latency: 8.5 +/- 1.4 ms). Frequency histograms of latencies were unimodal in both types of responses. Fifty-nine neurons (47.6% of the total tested) showed no change in spontaneous firing after medial prefrontal cortex stimulation. The electrophysiological results support previous anatomical findings of connections between the medial prefrontal cortex and the ventral pallidum. These projections play a predominantly inhibitory role in the spontaneous activity of ventropallidal neurons, and show topographical organization. This inhibition may modulate the motor performance of motivated behaviors.
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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 | 0.002 | 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 | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".