Chapter two: Waking the Poisoned Princess
Notice bibliographique
Résumé
Chapter two: Waking the Poisoned PrincessWhen Canadian journalist and Istanbul resident Nick Ashdown had his mobile phone stolen and his mobile phone locator put the device somewhere in Tarlabaşı, Ashdown took to Twitter to rally the help of fellow Tweeps."Anyone in tight with this neighbourhood of Tarlabaşı?It's likely where my stolen phone is," he wrote, both in English and Turkish.The many replies to his seemingly innocuous question ranged from concern to open mockery."You still have your kidneys, right?Check them," one person tweeted, and another: "Even if it was an iPhone 20, nobody would dare to try."Others reverted to images to get the point across.A photograph of Sylvester Stallone as the movie character Rambo, holding a blazing machine gun, was captioned with: "There is only one man who would dare to go there."One Tweet, "Even John Wick can't get his phone from Tarlabaşı", in reference to a series of action movies featuring a retired killer-to-rent out for revenge, went viral.The thread itself became so popular that several Turkish news websites featured listicle pieces on Ashdown's Twitter request.It is unclear if the hapless journalist got his phone back.Why is this social media interaction important?It is unlikely that the Tweet would have gotten as much attention had the mobile phone locator turned up the device in another Istanbul neighbourhood.The Twitter exchanges and online comments show that people think they "know" how dangerous Tarlabaşı is, and the tweets assume this shared knowledge as a given.This is also why the joking comments on the journalist's request work: the question if anyone can help getting a stolen mobile phone back from Tarlabaşı is ridiculous only because the insiders to the joke "know" about the neighbourhood's terrible reputation, and those that do not are mocked as clueless.It is worth pausing to underline the degree to which the stigma attached to Tarlabaşı is pervasive knowledge, and as such, constitutes a social 'truth' so public that not only insiders or invested state actors were aware of it.One of the most puzzling experiences in that regard was with a family of Iraqi Christians from the city of Mosul I had befriended and who lived in the nearby neighbourhood of Kurtuluş.They had fled from Iraq to Turkey via the land route in 2010, after living conditions in their hometown had become untenable due to continuous sectarian violence and war.They told me about attacks on their church back at home in Iraq, about abductions and killings in the streets that had become commonplace.One evening I was sitting in their living room with the
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,002 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,007 | 0,003 |
| Communication savante | 0,007 | 0,006 |
| Science ouverte | 0,001 | 0,003 |
| Intégrité de la recherche | 0,004 | 0,007 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,047 | 0,015 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».