James VI's Ius Suum Conservare: His Intrigues with Spain, 1580-1603
Bibliographic record
Abstract
Who can think of the sixteenth century without contemplating James VI of Scotland as one of the central figures around whom all contemporary persons, events, and circumstances tangled? His characteristic virtues and defects, his sympathies and antipathies, his very whims and caprices are writ large across the political history of Scotland and Europe. It is his figure that has made the sixteenth century the period of Scottish annals that has commanded the attention of the world. For over four centuries, historians and researchers from all over the world have tried to study, analyse, explain and understand his character and his fortunes as man and king. Even to this day James still remains one of the most controversial characters in history, admired and reviled in equal measure; but in strictest truth, it may be said that James's rule was one of the most momentous periods in the history of Scotland.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.002 | 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".