Bibliographic record
Abstract
This paper shows, first, how in the Buddhianscientificliterature, the sky comes to be the Heaven, but only as a temporary abode. Just as the earth is the home for not only Humans but Animals, too, each with six senses, and hence Sentient-beings, the Sky-Heaven comes to be home for another type of sentient being, namely the Devas, also constituted of senses. The paper posits each of them to be phenotypes under the genotype satto ‘sentient being’. Buddhianscience outlines four sky spheric levels, the spiritual level ofagiven Earth-being at the point of death determining in which of the four one wouldend up in. Intriguingly, in Westernscience,too, the sky sphere comes to be classified in terms of 4-5levels, by physical height and other characteristic features. The highest level in both analyses ironically comes to be called the ‘exosphere’. This then is a peek – a brief presentation arguing for the view.
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 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) | 0.002 | 0.006 |
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; both teacher heads agree on what is shown here.
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".