An Analysis on the Energy Structure of Mass: A Study on the Energy Field of Mass and a Model for the Mass Composition
Bibliographic record
Abstract
Mass, fundamentally linked to energy, space and time, operates as the source of an energy field that interacts with both the surrounding environment and other masses. However, leaving from the general frame fundamental questions remain unanswered. If the analysis of the field is deepened, what is the structure of the field? How do masses interact with each other? This study investigates the structural components of the energy field related to mass, analyzing the internal movements that take part for its formation. Through the examination of the interactions between these fields, the research investigates the conditions under which masses can combine to form more complex structures providing the conditions under which masses can be combined, or not, to compose bigger and more complex forms of masses. As more complex structures are formed, this paper proposes a categorization frame. The reference to established theoretical models, aims to enhance the comprehension of mass-energy mechanism and the principles governing the synthesis of complex forms. Finally, it proposes a model for the structure of masses, describing the synthesis of the fundamental molecule of hydrogen.
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 | 0.001 |
| 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".