Performing the “Filipino” at the Crossroads: Filipino Bands in Five-Star Hotels Throughout Asia
Bibliographic record
Abstract
I arrived at the Concorde Hotel at about 8:50 p.m. on a Friday evening. The Concorde Hotel is a high-class business hotel, located on busy Jalan Sultan Ismail in downtown Kuala Lumpur. Across from The Concorde Hotel is Shangri-La Hotel, a five-star establishment belonging to an international chain. Jalan Sultan Ismail and its adjacent streets are home to several of the largest business hotels in the city, such as Mandarin Oriental Hotel, Equatorial Hotel, Mutiara Hotel, Renaissance Hotel, and New World Hotel. These hotels cater to the needs of the business district of Kuala Lumpur and provide accommodation to tourists and business travelers from within the country and abroad. While this area is generally very crowded each evening because of the many nightspots located there, traffic virtually slows to a crawl on Friday and Saturday nights, and people have to wait in line to get into many of the more popular clubs and restaurants. Malaysia’s only Hard Rock Café, the haunt of expatriates, travelers from the west, and the Kuala Lumpur elite, is located at the Concorde Hotel. Here one can savor western food and rock music.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.013 | 0.002 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.013 | 0.002 |
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".