DISCUSSION - ARCHAEOLOGICAL HERITAGE AND LOCAL COMMUNITIES: A FORCE OF CHANGE IN THE CONTEMPORARY WORLD
Bibliographic record
Abstract
A Conferência da Associação de Estudos Críticos de Patrimônio de 2016, ocorrida em Montreal, Canadá, colocou uma questão “O que o patrimônio muda?”. A sessão organizada por Allison Bain e Réginald Auger teve como objetivo analisar os aspectos arqueológicos sob o título “O que o patrimônio muda? Estudos de caso na Arqueologia.” Os artigos apresentados, de escopo internacional, passam uma mensagem comum: arqueologia contemporânea serve melhor a humanidade quando os governos protegem sítios arqueológicos com legislação, financiamento e gestão; quando a propriedade patrimonial é reconhecida; pesquisa comunitária é realizada; e quando arqueólogos estabelecem parcerias de longa duração com a comunidade local. Arqueologia pode se tornar um instrumento de mudança no mundo contemporâneo, em especial para o bem-estar das comunidades locais.
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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 | 0.000 |
| 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 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".