From common object to memory-object: the indiscernibility of Rapa Nui's historical archaeological heritage
Bibliographic record
Abstract
In this article I propose the indiscernible objects experiment of Arthur Danto as analogy to discuss on the nature of the industrial archaeological remains. The interdisciplinary research conducted at the Fundo Vaitea, in Rapa Nui (Eastern Island), is presented as an excellent example for the kind of analysis that I propose here. Conceptually considering archaeological remains of this site as material culture theoretically similar to works of art, I discussed issues concerning the distinction, interpretation and transformation of common objects in archaeological vestiges, proposing to understand these as memory-objects. From this aesthetic dimension I propose another standpoint of the problem associated with the study and heritage policies of the recent past materiality, taking as well into account social practices and the particularities of archaeological time involved in this process.
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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 | 0.006 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.012 | 0.096 |
| Scholarly communication | 0.011 | 0.013 |
| Open science | 0.002 | 0.010 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 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".