Crise d’identité et critique sociopolitique dans Les Catapilas, ces ingrats de Venance Konan
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
Récemment, nous assistons à l’émergence de la question de l’identité[1] comme l’une des principales causes des crises sociopolitiques qui ravagent plusieurs pays africains. Les écrivains africains ne voulant pas rester indifférents aux problèmes qui gangrènent leur société décident d’aborder la question de l’identité dans leurs œuvres. Notre étude s’articule autour du rôle identitaire dans la crise sociopolitique. Le concept de l’identité se joue comme un phénomène social à travers Les Catapilas, ces ingrats de Venance Konan. L’étude a révélé que la mauvaise gestion des crises d’identité par les gouvernements et les populations (autochtones et immigrées) faitt partie des crises sociopolitiques qui minent plusieurs pays africains.
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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.010 | 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