Bibliographic record
Abstract
The "true" story is sought to be told in this raw and unromantic version of an event in the life of Christopher Columbus. When the Santa Maria was run aground near present day Haiti during their first expedition to the new world, Columbus and his men were forced to land. They negotiated with a native tribe and were allowed to use the wood from the Santa Maria to build a fort and small settlement – La Navidad, the first Spanish settlement in the new world - and leave the crew behind since there was no room on the other ships. Through a series of misunderstandings that escalated into horrible atrocities against the native people, the entire crew was slaughtered by the tribe. Though the historical events pertaining to the actual event are somewhat shrouded in mystery, the plot presents a plausible recreation of what could have occurred (albeit a version skewed toward the explorers being mainly at fault and consumed by greed for gold). One misrepresentation to note: in an attempt to include the notable character of Columbus more heavily, he is more present than in the actual historical event.
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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.023 | 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".