All in! The commercial advertising of offshore gambling on television
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
There is a paucity of research on the advertising of gambling, especially the intensely marketed Internet poker and blackjack games. This study examines ads that aired on cable television in one Canadian jurisdiction. Using quantitative and qualitative methods, we analyze 64 distinct commercials that aired 904 times over a 6-month period. Our findings show that these ads target audiences along age, gender, and ethnic lines and mobilize celebrities, excitement, and humour as persuasive techniques to promote the view that on-line gambling is an entertainment experience in which skill prevails over luck, winning dominates losing, fantasy overshadows reality, leisure trumps work, and the potential for personal change eclipses the routines of everyday life. We conclude that the e-gambling advertising assemblage, with its high-volume exposure, attractiveness, pervasiveness, and repetitiveness of messaging is now an embedded feature of everyday life that is especially connected to popular sport culture and to the fun ethic of contemporary consumer culture.
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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