Bibliographic record
Abstract
Planar cell polarity (PCP) genes have recently emerged as important players in sculpting neuronal connections. The bipolar VC neurons display stereotypical differences in axon extension along the anterior-posterior (AP) body axis: VC1-3 and VC6 polarize along the AP axis while VC4 and VC5 polarize along the orthogonal left-right (LR) axis generated by the developing vulva. vang-1 and prkl-1, the worm orthologs of Van Gogh and Prickle, are required to restrict the polarity of neurite emergence to a specific tissue axis. vang-1 and prkl-1 loss results in ectopic VC4 and VC5 neurites extending inappropriately along the AP axis. Conversely, prkl-1 overexpression in VC neurons suppresses neurite formation. These findings suggest that a PCP-like pathway acts to silence or antagonize neuronal responses to polarity cues that would otherwise be permissive for neurite growth.
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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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 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".