Bibliographic record
Abstract
A semi-quantitative case-study of 2 September 1974 (Julian Day 245) is presented.As many data sources as possible were used to describe the dynamics and thermodynamics of two lines of active convection located within the GATE B-scale ship array.The northern line and southern line were located to the north and south of the C-scale array respectively.Data relative to the lines from a total of five aircraft flying on north-south legs have been composited and indicate a region of strong convergence near the surface ahead of the l'i ne ('\, 10-3 s-1) wi th a somewhat weaker divergence to the rear associated with a region of downdraft air.Both lines seem to indicate that 3--dimensional motions may be important in their development and an analysis of the composited data show the lines to be similar in one respect to tropical squall-lines with block inflow to the south and block outflow to the north.The lines have a travel speed of '\, 6 ms-l southwards with no conclusive evidence of the steering level suggested by Pestaina-Haynes and Austin (1976).At present, no attempt has been made to explain their origin and forma-
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.
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 | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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".