Blockchain and art market: resistance or adoption?
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Blockchain technology is currently stimulating a broader process of social and industrial transformation impacting several potential areas of adoption (e.g. transactions, tracking and tracing solutions, authenticity, etc …). The acceptance of this technology represents a major challenge for the art ecosystem. The literature around relations and applications of blockchain in the art market is fragmented and fails to provide an understanding of the current/potential opportunities of this application. This paper explores how blockchain is being adopted in the art sector. By using a perspective of mobilizing organizational and institutional field theory, this study performs an explorative qualitative analysis based on semi-structured interviews with 15 experts from the art market. The findings underline the complexity of effective implementation of this technology, the contradictory positions regarding the benefits and business opportunities it offers, as well as the market players’ resistance to change and trust. The theoretical and practical implications are also discussed.
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.
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 | 0.002 | 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) | 0.123 | 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 it