The Biophysics at Death: Three Hypotheses With Potential Application to Paranormal Phenomena
Bibliographic record
Abstract
Major explanations for the potential physical changes at death are explored quantitatively. MacDougall’s weight loss measurements of dying patients are examined as an artifact of respiratory burst phenomena and as a potential variant of entanglement. The death flash, when considered as an integrated conversion of membrane potentials into biophoton emissions with intensities above the threshold for detection, is quantitatively compatible with biophysical mechanisms. The modulation of the optimal conditions that produce visibility by local geomagnetic intensities and man-made objects that distort these fields could explain the low frequency incidence of these observations. The release of fields of photons at death even below the threshold for visible detection and in the order of 10 -11 to 10 -13 W/m 2 may maintain information that has the potential to be represented in space-time (hyperspace).
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.001 |
| Science and technology studies | 0.001 | 0.017 |
| Scholarly communication | 0.002 | 0.007 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.004 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".