Observations of Radiation from North American Power Mains in Antarctica
Bibliographic record
Abstract
The annual data (from March, 2003 till February, 2004) of continuous measurements of power mains radiation of the North American continent at the Ukrainian Antarctic Station “Akademik Vernadsky” is analyzed. Records of variations of horizontal magnetic components of signals near the first harmonic 60 Hz of the power mains are studied. The recorded radiation is shown to be no local interference signal but generated in the northern hemisphere. Diurnal and seasonal variations of spectral and polarizing parameters of the fundamental harmonic of the power mains and broadband ELF background are analyzed. The high degree of correlation of the intensity of the spectral line of 60 Hz with the diurnal cycle of the electric power generation in the USA – Canada power system is established. Regular reduction of intensity of the line during the weekend (“weekend effect”) is established. The large power blackout in the USA – Canada power system on August 14, 2003 is examined in detail. The possibility of using the data in the ELF waveband for the monitoring of electromagnetic pollution in the Antarctic Region produced by the radiation of the power mains from industrially advanced regions of the globe is shown.
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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 | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 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".