Solar Eclipse 2017 recordings of the medium-wave AM broadcast band from Victoria, BC, Canada
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
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 0.002 |
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