Bibliographic record
Abstract
Based on the power generation by the earth charge and the Earth rota tion,and the Earth′s magnetic energy distribution is set by the standard model of international reference field(IGRF),the generation mechanism of the Earth′s charge capacitor structure had been established by analysis and reasoning,and the resulting,has established a global electromagnetic field structure and equi valent circuit.The generation mechanism of electro-magnetic field is formed by biorthogonal structure of magnetic field and electric circuit.orthogonal struct ure of magnetic field is dipole field and non-dipole field,and orthogonal struc ture of electric circuit is formed by the ring current of equivalent generation with the Earth′s charge movement and global equivalent circuit of load resistanc e.The dipole field has been formed by Equivalent ring current of electric charg e moving.And global equivalent electric circuit composed by power supply and lo ad resistance has formed non-dipole field.That the geomagnetic field model def ined by power supply and load resistance compared with local magnetic field mode l is completely different,is especially the polar geomagnetic field of arch rin g and the two ways boundary characteristics of geomagnetic field.This model has made reasonable explained to Aurora,Aurora ellipse area,bi-directional electr ojets in polar and upgoing positive ion in polar,atmospheric electric field,fo rmed and changes trend for the Earth natural potential,to form of interstellar m agnetic field BZ,South BS,and North BN,and relationship between BZ and m agnetic storms,a nd relationship between earthquake and dipole field and non-dipole field,etc.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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".