'Enfants sorciers -quand l'Afrique chasse ses vieux démons'. Documentary film by Yves Bernard (Canada 2007).
Bibliographic record
Abstract
documentary film on child witchraft in Congo, Angola and Benin. Ce documentaire traite de la tragédie des enfants accusés de sorcellerie. Un film-choc qui lève le voile sur la tragédie des enfants sorciers de l’Afrique subsaharienne. Les conflits des dernières années, le sida et la pauvreté ont provoqué le chaos et disloqué le tissu familial des populations. Conséquence directe de cette situation: la résurgence de croyances et de mythes que l’on croyait disparus de nos jours. La sorcellerie est une croyance qui porte atteinte à l’intégrité physique et mentale des plus fragiles d’une société. Au-delà des frontières, ne sommes-nous pas tous concernés par le drame vécu par ces milliers d’enfants dits sorciers ? Découvrez la tragédie des enfants sorciers dans ce documentaire unique qui dénonce des pratiques qui dépassent l’entendement.
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.011 | 0.003 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.023 | 0.003 |
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".