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
Distributed by Icarus Films, 32 Court St., 21st Floor, Brooklyn, NY 11201; 800-876-1710Produced by Paul RozenbergDirected by Mosco Boucault1997, Streaming, 86 mins A Murder in Abidjan is a 1997 film that explores the murder of police officer Toussaint Zoghouri in 1995 by four men while he was having repair work done on his car, with his fiancée present. Re-released in 2024, this deeply disturbing film documents the police investigation that followed the shooting. It highlights significant police brutality, including bullying and severely disturbing interrogation techniques, involving a wide range of suspects deemed potentially involved in the murder. Instead of showcasing the meticulous investigative procedures typically seen in Western countries, this investigation devolves into a more primitive form of police work reminiscent of practices from the 17th through 19th centuries in Europe. The film also vividly illustrates a lack of personal protective gear, a poorly organized and unsanitary healthcare system, and a total disregard for maintaining an intact crime scene. Superintendent Kouassi of the Homicide Division of the Abidjan Police Department candidly presents an unsanitized view of the investigative procedures in this case, arguing that it reflects the reality of policing in Abidjan at the time of the murder. This film has numerous applications, particularly at the college level, for courses in criminal justice, law, law enforcement, interrogation techniques, and African Studies. While high school students might understand the content, its intensity may make it less suitable for regular use in that age group. In a general public setting, the film could be less meaningful without context; however, it could be valuable in a moderated environment such as a library. Despite its troubling nature, it is important for academic libraries focused on African Studies and law enforcement to have this film available. Its availability in public markets makes it less critical for public libraries to hold copies. The film is shot in color with good videography. The original release was in French, featuring well-done English subtitles that accurately reflect the French dialogue. The documentary appears authentic and effectively depicts the investigation conducted by the Abidjan police regarding Zoghoury's murder. Ultimately, it is clear that this was a senseless crime driven by robbery to fund a drug addiction. The assailants did not know the victim's identity, and the primary motive was simply financial gain. While the film's extreme violence and the disturbing indifference to human life exhibited by the assailants, the police, and the medical establishment during the investigation are significant drawbacks, there are no major negatives aside from this. Despite its somewhat limited use to the college academic realm, this film is highly recommended due to the significance of the material it portrays. Awards:Certificate of Merit at the 1999 San Francisco Film Festival; Best International Documentary at the 1998 Hot Docs Canadian International Documentary Festival
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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 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) | 0.004 | 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