El papel del riesgo en la configuración de las sociedades anglosajonas
Bibliographic record
Abstract
El trabajo tiene como objetivo principal ahondar en las causas centrales del apego que muestran las sociedades anglosajonas al riesgo. La primera, es que el capitalismo tiene una gran influencia de la mitología germánica antigua. Segundo, que la propensión del hombre moderno por mitigar riesgos futuros se explica por la interpretación de los mismos riesgos que desea miti - gar. Mientras las culturas mediterráneas han hecho de la caridad y la tradición dos aspectos fundamentales de sus formas de ver el mundo, los anglosajones se encerraron al sentido de la predestinación. Infiriendo medidas protectoras para eventos que todavía no han sucedido, los anglosajones se ven más propensos al avance técnico y a la generación de nuevos riesgos. Ello explica porque los Estados Unidos, Canadá, Nueva Zelanda e Inglaterra encabezan la investiga - ción en materia de manejo de riesgo y desastres en todo el mundo.
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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 | 0.004 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".