Koudougou Station TEC’s Variability Seasonal Anomalies Analysis During Fluctuating Events Over Solar Cycle 24
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Bibliographic record
Abstract
This paper deals with the analysis of anomalies on variations of total electron content (TEC) during fluctuating geomagnetic events through solar cycle 24 at Koudougou station (lat 12°15'N; long:-2°20'E). Study of anomalies was done by comparing the variations of TEC during solstice and equinox seasons and variations of TEC at equinoxes to those at solstices. Comparison was made taking into account solar cycle phases and seasons influences. Equinoctial asymmetry is recorded at ascending and maximum phases. Winter anomaly is observed all night (0000 LT-04 00 LT and 2000 LT-2300 LT) at solar maximum and at all times during the ascending phase, except around 0600 LT and 1800 LT. Semi-annual asymmetry is observed during all phases of solar cycle 24 during fluctuating events.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
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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