Objects in an Archaeology and Nature Museum: An Investigation in the Context of Museum Education
Bibliographic record
Abstract
The general purpose of this research is to examine the objects in the Güzelyurt Archeology and Nature Museum in the context of museum education. Answers to the following questions were sought: which archeological objects are in this museum in line with this general purpose? Can these objects be used in museum education activities in line with the learning outcomes of the lessons taught in the primary school level of the basic education program? In order to collect the data of the research, document analysis method was used. First the learning outcomes of 8 courses in the basic education program were examined. Then, the archaeological objects in the Güzelyurt Archeology and Nature Museum were classified and evaluated according to their characteristics and ages. It is envisaged that 82 archaeological objects belonging to the Neolithic, Ceramic Neolithic, Chalcolithic, Early Bronze, Middle Bronze, Late Bronze, Geometric, Archaic, Classical, Hellenistic and Roman Ages can be used within the scope of museum education.
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 | 0.001 | 0.001 |
| 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".