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
The expansion of the casino industry in Asia over the last two decades has purportedly given rise to a new development model known as the “Integrated Resort” (IR). Within state, professional and public discourses, the IR is often defined in three ways: 1. it evolved from large multi-attraction casino projects in Las Vegas; 2. it is distinguished by the fact that the casino occupies a small area of the property but makes a large contribution to its total revenue; and 3. the casino helps to make non-gaming attractions like museums financially viable. While not all factually inaccurate, I argue that these claims are strategic representations that legitimize and promote the IR in this part of the world. By triangulating different sets of discourses and participating in industry events like the Global Gaming Expo, I unravel the politics of these claims and trace their shifting effects as the IR is translated into various forms of regulatory controls and corporate practices. The emergence of the IR signals a historical moment in the normalization of commercial gambling in Asia, and shows how this transition can proceed through an architectural medium.
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 | 0.000 | 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 | 0.001 | 0.001 |
| 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 it