Bibliographic record
Abstract
Introduction We mainly owe the “discovery” of the fact that the Milky Way system is a galaxy to the work of Shapley, Lindblad, and Oort. Shapley (1918a) noted that “we may say confidently that the plane of the Milky Way is also a symmetrical plane in the great system of globular clusters.” He (Shapley 1918b) also found that “The center [of this system of globular clusters], which lies in the region of the rich star clouds of Sagittarius near the boundary of Scorpio and Ophiuchus, has the coordinates R.A. = 17 h 30 m , Decl.= –30°.” Shapley concluded that “A consideration of the foregoing results leads naturally to the conclusion that globular clusters outline the extent and arrangement of the total [G]alactic organization.” Shapley's discovery may be thought of as the second Copernican revolution. Copernicus had shifted the center of the Universe from the Earth to the Sun, and Shapley took the even greater step of moving it from the solar system to the center of the Galaxy. Subsequently Lindblad (1927) and Oort (1927, 1928) were able to show that (a) the Galactic disk is in rapid differential rotation about a center that coincides with that of Shapley's globular cluster system and that (b) globular clusters and high-velocity stars rotate more slowly around the same center than does the Galactic disk. The notion that the Milky Way system is a spiral galaxy received its ultimate confirmation when Morgan, Whitford & Code (1953) were able to outline three Galactic spiral-arms in the vicinity of the Sun. A year later, the existence of global spiral-structure in the Milky Way was demonstrated by the 21-cm observations of Westerhout (1954) and Schmidt (1954).
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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 | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.042 | 0.009 |
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".