The determination of a band factor to express irradiance of UV and PAR wavelength ranges in a clean and dry atmosphere at Valencia, Spain
Bibliographic record
Abstract
SYNOPSIS A new parameter called Band Factor (TB) is proposed to express the solar radiation of bands (wavelength ranges) in relation to a Clean and Dry Atmosphere (CDA). The determination of this factor will allow the identification, from band measurements, of atmospheric characteristics at the measured instant. To determine the TB of four bands, the optical depth of a CDA was parameterised versus the relative optical air mass, for the bands of the solar spectrum with ranges 280–315 nm, 290–380 nm, 315–400 nm and 400–700 nm. These bands greatly influence human, animal and plant life. A simple method to calculate direct normal band irradiance using available global horizontal band measurements is shown by way of an initial determination of TB for two bands carried out over a period of several years in Valencia, Spain.
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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".