An Open Resource for Non-human Primate Optogenetics
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
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.
- Candidate categories
- none
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: Bench or experimentalConsensus signal: Bench or experimental
- Genre
- Candidate signal: EmpiricalConsensus signal: Empirical
- Teacher disagreement score
- 0.119
- Threshold uncertainty score
- 0.576
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.304 · how far apart the two teachers sit on this one work
- Validation status
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
Abstract
No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.
The record
- Venue
- Neuron
- Topic
- Photoreceptor and optogenetics research
- Field
- Neuroscience
- Canadian institutions
- Western University
- Funders
- Office of Research Infrastructure Programs, National Institutes of HealthNational Institute of Neurological Disorders and StrokeNational Institute on Deafness and Other Communication DisordersNational Eye InstituteNational Key Research and Development Program of ChinaNational Institute of Dental and Craniofacial ResearchEuropean Research CouncilDefense Advanced Research Projects AgencyNational Institutes of HealthYouth Innovation Promotion Association of the Chinese Academy of SciencesNational Institute of Mental HealthKU LeuvenEunice Kennedy Shriver National Institute of Child Health and Human DevelopmentChinese Academy of SciencesLeibniz-GemeinschaftCharles E. Kaufman FoundationMinistry of Education, Culture, Sports, Science and TechnologyFonds Wetenschappelijk OnderzoekDeutsche ForschungsgemeinschaftJapan Agency for Medical Research and DevelopmentStavros Niarchos FoundationMcKnight FoundationWellcome TrustCalifornia Department of Fish and GameNational Science FoundationFight for SightJapan Science and Technology AgencyHoward Hughes Medical InstituteNational Natural Science Foundation of ChinaResearch to Prevent BlindnessSimons FoundationMedical Research Council
- Keywords
- OptogeneticsPrimateNeuroscienceOpen scienceListing (finance)Resource (disambiguation)PsychologyComputer scienceCognitive scienceBusiness
- Has abstract in OpenAlex
- no