OWS-9 Aviation Portrayal Engineering Report
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
This document provides an overview of the portrayal work within the OWS-9 Aviation thread.Using open standards, a web services architecture was designed and prototyped to enable the retrieval of static airport maps in support of an ePIB.An ePIB, or Digitally Enhanced Pre-Flight Information Bulletin, provides the pilot with an easy-to-interpret representation of any relevant aeronautical and meteorological events that are likely to affect the flight, expressed as Digital NOTAMs.The static airport maps are an important part of an ePIB and should provide a graphical representation of the status of departure and arrival airports, showing only NOTAMs relevant to the particular context and represented geographically so that the effect of the NOTAM is clear.This approach avoids the pilot scanning through pages of textual description for potentially relevant NOTAMs, reducing the workload and the risk of missing a critical piece of information.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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