Solar Eclipse 2017 recordings of the medium-wave AM broadcast band from Victoria, BC, Canada
Bibliographic record
Abstract
recorded by Nick Hall-Patch, VE7DXR location recorded: 48.42735°N 123.32426°W These data files are of the entire medium wave broadcast band (535-1705kHz) from 16:01:35UTC to 18:09:35UTC, recorded in Victoria, BC, Canada. Data files are .wav format, but the archived files are .zip, with several .wav files packaged together in each .zip file Antenna: broadband delta loop antenna, 22-foot apex with a 40-foot base, oriented 110-290 degrees; Wellbrook (https://www.wellbrook.uk.com/loopantennas/) ALA100 preamplifier Receiver: RFSpace (http://www.rfspace.com) NetSDR, 20dB attenuation, center frequency set at 1100kHz, recording 1300kHz wide passband, using RFSpace SpectraVue v.3.39 software (http://www.rfspace.com/RFSPACE/SpectraVue.html).
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 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 | 0.003 |
| Meta-epidemiology (narrow) | 0.002 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.012 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.040 | 0.064 |
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".