Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
A new perspective of the black hole BH is introduced. Based on the assumption that space and matter are fundamentally fields and governed by same deterministic quantum laws, the field dynamics is analyzed with classical (Newtonian) mechanics to argue that: i) the BH is not a singularity but Hawking’s ‘apparent horizon’; ii) the Schwarzschild BH does not exist; iii) the naked ‘singularity’ NS might not be ruled out in observational atomic and molecular emissions; iv) the Kerr-Newman black hole KBH functions to modulate and transform frequency of matter waves and re-orient same across the three particle-generations universes in perpetual energy re-cycles, no new creation but endless energy re-cycling; vi) the BH process is not thermodynamics but electrodynamics; vii) accretion is not random, it is motivated by a universal ‘aging’ process in which matter progresses from one symmetry group to another; viii) spatial alignment arises from universal diagonal orientation of constituent elements of intrinsic cubic geometry of nature’s periodic envelopes; ix) all spatial periodic envelopes are binaries, the causality is illustrated in some detail. It is suggested that a frequency modulator/transformer circuitry might be a better model for simulating the BH than thermodynamics.
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.
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 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| 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 it