Sites with charm of morelia, michoacan, mex "sanctuary of the monarch butterflie
Bibliographic record
Abstract
As already mentioned in the first article of cultural diffusion "SITES WITH CHARM OF MORELIA, MICHOACAN, MEX", in which some of these beautiful places of the capital city, Morelia were cited, this article shares information about the "Sanctuary of the Monarch Butterflies ”located in eastern Michoacán and western Mexico State, in the mountainous biosphere reserve identified by its name“ Monarch Butterfly ”, it is the main destination of one of the most colorful and mysterious migrations of insects of the planet. Every year, millions of orange lepidoptera take flight from as far away as eastern Canada towards certain fir forests in central Mexico, traveling more than 8,000 kilometers from southern Canada and northern United States to cover the trees of oyamel, pine and cedar of the Michoacan entity with the objective of hibernating.\nThey arrive and gather in dozens of colonies, called "sanctuaries," most of which are located in this reserve, spread over just over 56,000 hectares. They live, flutter, reproduce and rest in the oyameles despite the cold of winter. The most impressive thing about this colorful phenomenon of millions of butterflies is that nobody knows how they find their way between their summer habitat and their winter sanctuaries, since the life cycle of the butterfly is only a few weeks.\nFor this reason, the Monarch butterfly sanctuaries have one of the most colorful and mysterious migrations in the world and are considered as Natural Heritage of Humanity.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.012 | 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".